diff --git a/Analysis/0109_movement_matching/0111_preprocess_5.ipynb b/Analysis/0109_movement_matching/0111_preprocess_5.ipynb
index 5b534fe14..33a0e8661 100644
--- a/Analysis/0109_movement_matching/0111_preprocess_5.ipynb
+++ b/Analysis/0109_movement_matching/0111_preprocess_5.ipynb
@@ -757,7 +757,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 9,
+   "execution_count": 20,
    "metadata": {},
    "outputs": [
     {
@@ -794,6 +794,86 @@
        "    <tr>\n",
        "      <th>0</th>\n",
        "      <td>175</td>\n",
+       "      <td>1</td>\n",
+       "      <td>동</td>\n",
+       "      <td>남</td>\n",
+       "      <td>571545870_02</td>\n",
+       "      <td>571542797_02</td>\n",
+       "      <td>i0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1</th>\n",
+       "      <td>175</td>\n",
+       "      <td>2</td>\n",
+       "      <td>서</td>\n",
+       "      <td>동</td>\n",
+       "      <td>571510153_02</td>\n",
+       "      <td>571545870_01</td>\n",
+       "      <td>i0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2</th>\n",
+       "      <td>175</td>\n",
+       "      <td>3</td>\n",
+       "      <td>남</td>\n",
+       "      <td>서</td>\n",
+       "      <td>-571542797_02</td>\n",
+       "      <td>571510153_01</td>\n",
+       "      <td>i0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3</th>\n",
+       "      <td>175</td>\n",
+       "      <td>4</td>\n",
+       "      <td>북</td>\n",
+       "      <td>남</td>\n",
+       "      <td>-571500487_01</td>\n",
+       "      <td>571542797_02</td>\n",
+       "      <td>i0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>4</th>\n",
+       "      <td>175</td>\n",
+       "      <td>5</td>\n",
+       "      <td>서</td>\n",
+       "      <td>북</td>\n",
+       "      <td>571510153_02</td>\n",
+       "      <td>571500487_01</td>\n",
+       "      <td>i0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>5</th>\n",
+       "      <td>175</td>\n",
+       "      <td>6</td>\n",
+       "      <td>동</td>\n",
+       "      <td>서</td>\n",
+       "      <td>571545870_02</td>\n",
+       "      <td>571510153_01</td>\n",
+       "      <td>i0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>6</th>\n",
+       "      <td>175</td>\n",
+       "      <td>7</td>\n",
+       "      <td>북</td>\n",
+       "      <td>동</td>\n",
+       "      <td>-571500487_01</td>\n",
+       "      <td>571545870_01</td>\n",
+       "      <td>i0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>7</th>\n",
+       "      <td>175</td>\n",
+       "      <td>8</td>\n",
+       "      <td>남</td>\n",
+       "      <td>북</td>\n",
+       "      <td>-571542797_02</td>\n",
+       "      <td>571500487_01</td>\n",
+       "      <td>i0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>8</th>\n",
+       "      <td>175</td>\n",
        "      <td>17</td>\n",
        "      <td>None</td>\n",
        "      <td>None</td>\n",
@@ -802,7 +882,7 @@
        "      <td>i0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>1</th>\n",
+       "      <th>9</th>\n",
        "      <td>175</td>\n",
        "      <td>18</td>\n",
        "      <td>None</td>\n",
@@ -812,7 +892,87 @@
        "      <td>i0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>2</th>\n",
+       "      <th>10</th>\n",
+       "      <td>175</td>\n",
+       "      <td>21</td>\n",
+       "      <td>북</td>\n",
+       "      <td>서</td>\n",
+       "      <td>-571500487_01</td>\n",
+       "      <td>571510153_01</td>\n",
+       "      <td>i0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>11</th>\n",
+       "      <td>175</td>\n",
+       "      <td>21</td>\n",
+       "      <td>서</td>\n",
+       "      <td>남</td>\n",
+       "      <td>571510153_02</td>\n",
+       "      <td>571542797_02</td>\n",
+       "      <td>i0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>12</th>\n",
+       "      <td>175</td>\n",
+       "      <td>21</td>\n",
+       "      <td>남</td>\n",
+       "      <td>동</td>\n",
+       "      <td>-571542797_02</td>\n",
+       "      <td>571545870_01</td>\n",
+       "      <td>i0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>13</th>\n",
+       "      <td>175</td>\n",
+       "      <td>21</td>\n",
+       "      <td>동</td>\n",
+       "      <td>북</td>\n",
+       "      <td>571545870_02</td>\n",
+       "      <td>571500487_01</td>\n",
+       "      <td>i0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>14</th>\n",
+       "      <td>176</td>\n",
+       "      <td>3</td>\n",
+       "      <td>남</td>\n",
+       "      <td>서</td>\n",
+       "      <td>-571542810_01</td>\n",
+       "      <td>571543469_01</td>\n",
+       "      <td>i1</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>15</th>\n",
+       "      <td>176</td>\n",
+       "      <td>4</td>\n",
+       "      <td>북</td>\n",
+       "      <td>남</td>\n",
+       "      <td>571542797_02.99</td>\n",
+       "      <td>571542810_01</td>\n",
+       "      <td>i1</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>16</th>\n",
+       "      <td>176</td>\n",
+       "      <td>5</td>\n",
+       "      <td>서</td>\n",
+       "      <td>북</td>\n",
+       "      <td>571543469_02</td>\n",
+       "      <td>-571542797_02.99</td>\n",
+       "      <td>i1</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>17</th>\n",
+       "      <td>176</td>\n",
+       "      <td>8</td>\n",
+       "      <td>남</td>\n",
+       "      <td>북</td>\n",
+       "      <td>-571542810_01</td>\n",
+       "      <td>-571542797_02.99</td>\n",
+       "      <td>i1</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>18</th>\n",
        "      <td>176</td>\n",
        "      <td>17</td>\n",
        "      <td>None</td>\n",
@@ -822,77 +982,477 @@
        "      <td>i1</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>3</th>\n",
-       "      <td>176</td>\n",
-       "      <td>18</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>i1</td>\n",
+       "      <th>19</th>\n",
+       "      <td>176</td>\n",
+       "      <td>18</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>i1</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>20</th>\n",
+       "      <td>176</td>\n",
+       "      <td>21</td>\n",
+       "      <td>북</td>\n",
+       "      <td>서</td>\n",
+       "      <td>571542797_02.99</td>\n",
+       "      <td>571543469_01</td>\n",
+       "      <td>i1</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>21</th>\n",
+       "      <td>176</td>\n",
+       "      <td>21</td>\n",
+       "      <td>서</td>\n",
+       "      <td>남</td>\n",
+       "      <td>571543469_02</td>\n",
+       "      <td>571542810_01</td>\n",
+       "      <td>i1</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>22</th>\n",
+       "      <td>177</td>\n",
+       "      <td>1</td>\n",
+       "      <td>동</td>\n",
+       "      <td>남</td>\n",
+       "      <td>571542107_02</td>\n",
+       "      <td>571542809_01</td>\n",
+       "      <td>i2</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>23</th>\n",
+       "      <td>177</td>\n",
+       "      <td>2</td>\n",
+       "      <td>서</td>\n",
+       "      <td>동</td>\n",
+       "      <td>-571542809_01</td>\n",
+       "      <td>571542107_01</td>\n",
+       "      <td>i2</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>24</th>\n",
+       "      <td>177</td>\n",
+       "      <td>3</td>\n",
+       "      <td>남</td>\n",
+       "      <td>서</td>\n",
+       "      <td>-571542809_01</td>\n",
+       "      <td>571542809_01</td>\n",
+       "      <td>i2</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>25</th>\n",
+       "      <td>177</td>\n",
+       "      <td>4</td>\n",
+       "      <td>북</td>\n",
+       "      <td>남</td>\n",
+       "      <td>571542811_02</td>\n",
+       "      <td>571542809_01</td>\n",
+       "      <td>i2</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>26</th>\n",
+       "      <td>177</td>\n",
+       "      <td>5</td>\n",
+       "      <td>서</td>\n",
+       "      <td>북</td>\n",
+       "      <td>-571542809_01</td>\n",
+       "      <td>571542811_01</td>\n",
+       "      <td>i2</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>27</th>\n",
+       "      <td>177</td>\n",
+       "      <td>6</td>\n",
+       "      <td>동</td>\n",
+       "      <td>서</td>\n",
+       "      <td>571542107_02</td>\n",
+       "      <td>571542809_01</td>\n",
+       "      <td>i2</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>28</th>\n",
+       "      <td>177</td>\n",
+       "      <td>7</td>\n",
+       "      <td>북</td>\n",
+       "      <td>동</td>\n",
+       "      <td>571542811_02</td>\n",
+       "      <td>571542107_01</td>\n",
+       "      <td>i2</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>29</th>\n",
+       "      <td>177</td>\n",
+       "      <td>8</td>\n",
+       "      <td>남</td>\n",
+       "      <td>북</td>\n",
+       "      <td>-571542809_01</td>\n",
+       "      <td>571542811_01</td>\n",
+       "      <td>i2</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>30</th>\n",
+       "      <td>177</td>\n",
+       "      <td>17</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>i2</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>31</th>\n",
+       "      <td>177</td>\n",
+       "      <td>18</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>i2</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>32</th>\n",
+       "      <td>177</td>\n",
+       "      <td>21</td>\n",
+       "      <td>북</td>\n",
+       "      <td>서</td>\n",
+       "      <td>571542811_02</td>\n",
+       "      <td>571542809_01</td>\n",
+       "      <td>i2</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>33</th>\n",
+       "      <td>177</td>\n",
+       "      <td>21</td>\n",
+       "      <td>서</td>\n",
+       "      <td>남</td>\n",
+       "      <td>-571542809_01</td>\n",
+       "      <td>571542809_01</td>\n",
+       "      <td>i2</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>34</th>\n",
+       "      <td>177</td>\n",
+       "      <td>21</td>\n",
+       "      <td>남</td>\n",
+       "      <td>동</td>\n",
+       "      <td>-571542809_01</td>\n",
+       "      <td>571542107_01</td>\n",
+       "      <td>i2</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>35</th>\n",
+       "      <td>177</td>\n",
+       "      <td>21</td>\n",
+       "      <td>동</td>\n",
+       "      <td>북</td>\n",
+       "      <td>571542107_02</td>\n",
+       "      <td>571542811_01</td>\n",
+       "      <td>i2</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>36</th>\n",
+       "      <td>178</td>\n",
+       "      <td>1</td>\n",
+       "      <td>동</td>\n",
+       "      <td>남</td>\n",
+       "      <td>-571500475_01</td>\n",
+       "      <td>571540304_01</td>\n",
+       "      <td>i3</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>37</th>\n",
+       "      <td>178</td>\n",
+       "      <td>2</td>\n",
+       "      <td>서</td>\n",
+       "      <td>동</td>\n",
+       "      <td>571540303_02.21</td>\n",
+       "      <td>571500475_01</td>\n",
+       "      <td>i3</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>38</th>\n",
+       "      <td>178</td>\n",
+       "      <td>3</td>\n",
+       "      <td>남</td>\n",
+       "      <td>서</td>\n",
+       "      <td>571540304_02</td>\n",
+       "      <td>571540303_01</td>\n",
+       "      <td>i3</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>39</th>\n",
+       "      <td>178</td>\n",
+       "      <td>4</td>\n",
+       "      <td>북</td>\n",
+       "      <td>남</td>\n",
+       "      <td>571556450_02</td>\n",
+       "      <td>571540304_01</td>\n",
+       "      <td>i3</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>40</th>\n",
+       "      <td>178</td>\n",
+       "      <td>5</td>\n",
+       "      <td>서</td>\n",
+       "      <td>북</td>\n",
+       "      <td>571540303_02.21</td>\n",
+       "      <td>571556450_01</td>\n",
+       "      <td>i3</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>41</th>\n",
+       "      <td>178</td>\n",
+       "      <td>6</td>\n",
+       "      <td>동</td>\n",
+       "      <td>서</td>\n",
+       "      <td>-571500475_01</td>\n",
+       "      <td>571540303_01</td>\n",
+       "      <td>i3</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>42</th>\n",
+       "      <td>178</td>\n",
+       "      <td>7</td>\n",
+       "      <td>북</td>\n",
+       "      <td>동</td>\n",
+       "      <td>571556450_02</td>\n",
+       "      <td>571500475_01</td>\n",
+       "      <td>i3</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>43</th>\n",
+       "      <td>178</td>\n",
+       "      <td>8</td>\n",
+       "      <td>남</td>\n",
+       "      <td>북</td>\n",
+       "      <td>571540304_02</td>\n",
+       "      <td>571556450_01</td>\n",
+       "      <td>i3</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>44</th>\n",
+       "      <td>178</td>\n",
+       "      <td>17</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>i3</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>45</th>\n",
+       "      <td>178</td>\n",
+       "      <td>18</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>i3</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>46</th>\n",
+       "      <td>178</td>\n",
+       "      <td>21</td>\n",
+       "      <td>북</td>\n",
+       "      <td>서</td>\n",
+       "      <td>571556450_02</td>\n",
+       "      <td>571540303_01</td>\n",
+       "      <td>i3</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>47</th>\n",
+       "      <td>178</td>\n",
+       "      <td>21</td>\n",
+       "      <td>서</td>\n",
+       "      <td>남</td>\n",
+       "      <td>571540303_02.21</td>\n",
+       "      <td>571540304_01</td>\n",
+       "      <td>i3</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>48</th>\n",
+       "      <td>178</td>\n",
+       "      <td>21</td>\n",
+       "      <td>남</td>\n",
+       "      <td>동</td>\n",
+       "      <td>571540304_02</td>\n",
+       "      <td>571500475_01</td>\n",
+       "      <td>i3</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>49</th>\n",
+       "      <td>178</td>\n",
+       "      <td>21</td>\n",
+       "      <td>동</td>\n",
+       "      <td>북</td>\n",
+       "      <td>-571500475_01</td>\n",
+       "      <td>571556450_01</td>\n",
+       "      <td>i3</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>50</th>\n",
+       "      <td>201</td>\n",
+       "      <td>1</td>\n",
+       "      <td>동</td>\n",
+       "      <td>남</td>\n",
+       "      <td>571500617_02</td>\n",
+       "      <td>571500569_01</td>\n",
+       "      <td>i8</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>51</th>\n",
+       "      <td>201</td>\n",
+       "      <td>2</td>\n",
+       "      <td>서</td>\n",
+       "      <td>동</td>\n",
+       "      <td>571500618_02</td>\n",
+       "      <td>571500617_01</td>\n",
+       "      <td>i8</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>52</th>\n",
+       "      <td>201</td>\n",
+       "      <td>3</td>\n",
+       "      <td>남</td>\n",
+       "      <td>서</td>\n",
+       "      <td>-571500569_01</td>\n",
+       "      <td>571500618_01</td>\n",
+       "      <td>i8</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>53</th>\n",
+       "      <td>201</td>\n",
+       "      <td>4</td>\n",
+       "      <td>북</td>\n",
+       "      <td>남</td>\n",
+       "      <td>571500583_01</td>\n",
+       "      <td>571500569_01</td>\n",
+       "      <td>i8</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>54</th>\n",
+       "      <td>201</td>\n",
+       "      <td>5</td>\n",
+       "      <td>서</td>\n",
+       "      <td>북</td>\n",
+       "      <td>571500618_02</td>\n",
+       "      <td>571500583_02</td>\n",
+       "      <td>i8</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>55</th>\n",
+       "      <td>201</td>\n",
+       "      <td>6</td>\n",
+       "      <td>동</td>\n",
+       "      <td>서</td>\n",
+       "      <td>571500617_02</td>\n",
+       "      <td>571500618_01</td>\n",
+       "      <td>i8</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>56</th>\n",
+       "      <td>201</td>\n",
+       "      <td>7</td>\n",
+       "      <td>북</td>\n",
+       "      <td>동</td>\n",
+       "      <td>571500583_01</td>\n",
+       "      <td>571500617_01</td>\n",
+       "      <td>i8</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>57</th>\n",
+       "      <td>201</td>\n",
+       "      <td>8</td>\n",
+       "      <td>남</td>\n",
+       "      <td>북</td>\n",
+       "      <td>-571500569_01</td>\n",
+       "      <td>571500583_02</td>\n",
+       "      <td>i8</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>4</th>\n",
-       "      <td>177</td>\n",
+       "      <th>58</th>\n",
+       "      <td>201</td>\n",
        "      <td>17</td>\n",
        "      <td>None</td>\n",
        "      <td>None</td>\n",
        "      <td>None</td>\n",
        "      <td>None</td>\n",
-       "      <td>i2</td>\n",
+       "      <td>i8</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>5</th>\n",
-       "      <td>177</td>\n",
+       "      <th>59</th>\n",
+       "      <td>201</td>\n",
        "      <td>18</td>\n",
        "      <td>None</td>\n",
        "      <td>None</td>\n",
        "      <td>None</td>\n",
        "      <td>None</td>\n",
-       "      <td>i2</td>\n",
+       "      <td>i8</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>6</th>\n",
-       "      <td>178</td>\n",
-       "      <td>17</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>i3</td>\n",
+       "      <th>60</th>\n",
+       "      <td>201</td>\n",
+       "      <td>21</td>\n",
+       "      <td>북</td>\n",
+       "      <td>서</td>\n",
+       "      <td>571500583_01</td>\n",
+       "      <td>571500618_01</td>\n",
+       "      <td>i8</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>7</th>\n",
-       "      <td>178</td>\n",
-       "      <td>18</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>i3</td>\n",
+       "      <th>61</th>\n",
+       "      <td>201</td>\n",
+       "      <td>21</td>\n",
+       "      <td>서</td>\n",
+       "      <td>남</td>\n",
+       "      <td>571500618_02</td>\n",
+       "      <td>571500569_01</td>\n",
+       "      <td>i8</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>8</th>\n",
+       "      <th>62</th>\n",
        "      <td>201</td>\n",
-       "      <td>17</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
+       "      <td>21</td>\n",
+       "      <td>남</td>\n",
+       "      <td>동</td>\n",
+       "      <td>-571500569_01</td>\n",
+       "      <td>571500617_01</td>\n",
        "      <td>i8</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>9</th>\n",
+       "      <th>63</th>\n",
        "      <td>201</td>\n",
-       "      <td>18</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
+       "      <td>21</td>\n",
+       "      <td>동</td>\n",
+       "      <td>북</td>\n",
+       "      <td>571500617_02</td>\n",
+       "      <td>571500583_02</td>\n",
        "      <td>i8</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>10</th>\n",
+       "      <th>64</th>\n",
+       "      <td>202</td>\n",
+       "      <td>2</td>\n",
+       "      <td>서</td>\n",
+       "      <td>동</td>\n",
+       "      <td>571510152_01</td>\n",
+       "      <td>571510152_01.65</td>\n",
+       "      <td>i9</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>65</th>\n",
+       "      <td>202</td>\n",
+       "      <td>6</td>\n",
+       "      <td>동</td>\n",
+       "      <td>서</td>\n",
+       "      <td>571510152_02</td>\n",
+       "      <td>-571510152_01</td>\n",
+       "      <td>i9</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>66</th>\n",
        "      <td>202</td>\n",
        "      <td>17</td>\n",
        "      <td>None</td>\n",
@@ -902,7 +1462,7 @@
        "      <td>i9</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>11</th>\n",
+       "      <th>67</th>\n",
        "      <td>202</td>\n",
        "      <td>18</td>\n",
        "      <td>None</td>\n",
@@ -912,7 +1472,27 @@
        "      <td>i9</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>12</th>\n",
+       "      <th>68</th>\n",
+       "      <td>206</td>\n",
+       "      <td>4</td>\n",
+       "      <td>북</td>\n",
+       "      <td>남</td>\n",
+       "      <td>571542073_01</td>\n",
+       "      <td>571511538_02</td>\n",
+       "      <td>i7</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>69</th>\n",
+       "      <td>206</td>\n",
+       "      <td>8</td>\n",
+       "      <td>남</td>\n",
+       "      <td>북</td>\n",
+       "      <td>-571511538_02</td>\n",
+       "      <td>571542073_02</td>\n",
+       "      <td>i7</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>70</th>\n",
        "      <td>206</td>\n",
        "      <td>17</td>\n",
        "      <td>None</td>\n",
@@ -922,7 +1502,7 @@
        "      <td>i7</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>13</th>\n",
+       "      <th>71</th>\n",
        "      <td>206</td>\n",
        "      <td>18</td>\n",
        "      <td>None</td>\n",
@@ -932,7 +1512,87 @@
        "      <td>i7</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>14</th>\n",
+       "      <th>72</th>\n",
+       "      <td>210</td>\n",
+       "      <td>1</td>\n",
+       "      <td>동</td>\n",
+       "      <td>남</td>\n",
+       "      <td>-571542115_01</td>\n",
+       "      <td>571500585_01</td>\n",
+       "      <td>i6</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>73</th>\n",
+       "      <td>210</td>\n",
+       "      <td>2</td>\n",
+       "      <td>서</td>\n",
+       "      <td>동</td>\n",
+       "      <td>571500535_02.18</td>\n",
+       "      <td>571542115_01</td>\n",
+       "      <td>i6</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>74</th>\n",
+       "      <td>210</td>\n",
+       "      <td>3</td>\n",
+       "      <td>남</td>\n",
+       "      <td>서</td>\n",
+       "      <td>571500585_02</td>\n",
+       "      <td>571500535_01</td>\n",
+       "      <td>i6</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>75</th>\n",
+       "      <td>210</td>\n",
+       "      <td>4</td>\n",
+       "      <td>북</td>\n",
+       "      <td>남</td>\n",
+       "      <td>571511538_02.121</td>\n",
+       "      <td>571500585_01</td>\n",
+       "      <td>i6</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>76</th>\n",
+       "      <td>210</td>\n",
+       "      <td>5</td>\n",
+       "      <td>서</td>\n",
+       "      <td>북</td>\n",
+       "      <td>571500535_02.18</td>\n",
+       "      <td>571511538_01</td>\n",
+       "      <td>i6</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>77</th>\n",
+       "      <td>210</td>\n",
+       "      <td>6</td>\n",
+       "      <td>동</td>\n",
+       "      <td>서</td>\n",
+       "      <td>-571542115_01</td>\n",
+       "      <td>571500535_01</td>\n",
+       "      <td>i6</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>78</th>\n",
+       "      <td>210</td>\n",
+       "      <td>7</td>\n",
+       "      <td>북</td>\n",
+       "      <td>동</td>\n",
+       "      <td>571511538_02.121</td>\n",
+       "      <td>571542115_01</td>\n",
+       "      <td>i6</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>79</th>\n",
+       "      <td>210</td>\n",
+       "      <td>8</td>\n",
+       "      <td>남</td>\n",
+       "      <td>북</td>\n",
+       "      <td>571500585_02</td>\n",
+       "      <td>571511538_01</td>\n",
+       "      <td>i6</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>80</th>\n",
        "      <td>210</td>\n",
        "      <td>17</td>\n",
        "      <td>None</td>\n",
@@ -942,7 +1602,7 @@
        "      <td>i6</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>15</th>\n",
+       "      <th>81</th>\n",
        "      <td>210</td>\n",
        "      <td>18</td>\n",
        "      <td>None</td>\n",
@@ -952,7 +1612,67 @@
        "      <td>i6</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>16</th>\n",
+       "      <th>82</th>\n",
+       "      <td>210</td>\n",
+       "      <td>21</td>\n",
+       "      <td>북</td>\n",
+       "      <td>서</td>\n",
+       "      <td>571511538_02.121</td>\n",
+       "      <td>571500535_01</td>\n",
+       "      <td>i6</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>83</th>\n",
+       "      <td>210</td>\n",
+       "      <td>21</td>\n",
+       "      <td>서</td>\n",
+       "      <td>남</td>\n",
+       "      <td>571500535_02.18</td>\n",
+       "      <td>571500585_01</td>\n",
+       "      <td>i6</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>84</th>\n",
+       "      <td>210</td>\n",
+       "      <td>21</td>\n",
+       "      <td>남</td>\n",
+       "      <td>동</td>\n",
+       "      <td>571500585_02</td>\n",
+       "      <td>571542115_01</td>\n",
+       "      <td>i6</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>85</th>\n",
+       "      <td>210</td>\n",
+       "      <td>21</td>\n",
+       "      <td>동</td>\n",
+       "      <td>북</td>\n",
+       "      <td>-571542115_01</td>\n",
+       "      <td>571511538_01</td>\n",
+       "      <td>i6</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>86</th>\n",
+       "      <td>211</td>\n",
+       "      <td>2</td>\n",
+       "      <td>서</td>\n",
+       "      <td>동</td>\n",
+       "      <td>571542116_02.96</td>\n",
+       "      <td>571542116_02.164</td>\n",
+       "      <td>c30</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>87</th>\n",
+       "      <td>211</td>\n",
+       "      <td>6</td>\n",
+       "      <td>동</td>\n",
+       "      <td>서</td>\n",
+       "      <td>571542116_01</td>\n",
+       "      <td>-571542116_02.96</td>\n",
+       "      <td>c30</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>88</th>\n",
        "      <td>211</td>\n",
        "      <td>17</td>\n",
        "      <td>None</td>\n",
@@ -962,7 +1682,7 @@
        "      <td>c30</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>17</th>\n",
+       "      <th>89</th>\n",
        "      <td>211</td>\n",
        "      <td>18</td>\n",
        "      <td>None</td>\n",
@@ -976,25 +1696,189 @@
        "</div>"
       ],
       "text/plain": [
-       "    inter_no  move_no inc_dir out_dir inc_edge out_edge node_id\n",
-       "0        175       17    None    None     None     None      i0\n",
-       "1        175       18    None    None     None     None      i0\n",
-       "2        176       17    None    None     None     None      i1\n",
-       "3        176       18    None    None     None     None      i1\n",
-       "4        177       17    None    None     None     None      i2\n",
-       "5        177       18    None    None     None     None      i2\n",
-       "6        178       17    None    None     None     None      i3\n",
-       "7        178       18    None    None     None     None      i3\n",
-       "8        201       17    None    None     None     None      i8\n",
-       "9        201       18    None    None     None     None      i8\n",
-       "10       202       17    None    None     None     None      i9\n",
-       "11       202       18    None    None     None     None      i9\n",
-       "12       206       17    None    None     None     None      i7\n",
-       "13       206       18    None    None     None     None      i7\n",
-       "14       210       17    None    None     None     None      i6\n",
-       "15       210       18    None    None     None     None      i6\n",
-       "16       211       17    None    None     None     None     c30\n",
-       "17       211       18    None    None     None     None     c30"
+       "    inter_no  move_no inc_dir out_dir          inc_edge          out_edge  \\\n",
+       "0        175        1       동       남      571545870_02      571542797_02   \n",
+       "1        175        2       서       동      571510153_02      571545870_01   \n",
+       "2        175        3       남       서     -571542797_02      571510153_01   \n",
+       "3        175        4       북       남     -571500487_01      571542797_02   \n",
+       "4        175        5       서       북      571510153_02      571500487_01   \n",
+       "5        175        6       동       서      571545870_02      571510153_01   \n",
+       "6        175        7       북       동     -571500487_01      571545870_01   \n",
+       "7        175        8       남       북     -571542797_02      571500487_01   \n",
+       "8        175       17    None    None              None              None   \n",
+       "9        175       18    None    None              None              None   \n",
+       "10       175       21       북       서     -571500487_01      571510153_01   \n",
+       "11       175       21       서       남      571510153_02      571542797_02   \n",
+       "12       175       21       남       동     -571542797_02      571545870_01   \n",
+       "13       175       21       동       북      571545870_02      571500487_01   \n",
+       "14       176        3       남       서     -571542810_01      571543469_01   \n",
+       "15       176        4       북       남   571542797_02.99      571542810_01   \n",
+       "16       176        5       서       북      571543469_02  -571542797_02.99   \n",
+       "17       176        8       남       북     -571542810_01  -571542797_02.99   \n",
+       "18       176       17    None    None              None              None   \n",
+       "19       176       18    None    None              None              None   \n",
+       "20       176       21       북       서   571542797_02.99      571543469_01   \n",
+       "21       176       21       서       남      571543469_02      571542810_01   \n",
+       "22       177        1       동       남      571542107_02      571542809_01   \n",
+       "23       177        2       서       동     -571542809_01      571542107_01   \n",
+       "24       177        3       남       서     -571542809_01      571542809_01   \n",
+       "25       177        4       북       남      571542811_02      571542809_01   \n",
+       "26       177        5       서       북     -571542809_01      571542811_01   \n",
+       "27       177        6       동       서      571542107_02      571542809_01   \n",
+       "28       177        7       북       동      571542811_02      571542107_01   \n",
+       "29       177        8       남       북     -571542809_01      571542811_01   \n",
+       "30       177       17    None    None              None              None   \n",
+       "31       177       18    None    None              None              None   \n",
+       "32       177       21       북       서      571542811_02      571542809_01   \n",
+       "33       177       21       서       남     -571542809_01      571542809_01   \n",
+       "34       177       21       남       동     -571542809_01      571542107_01   \n",
+       "35       177       21       동       북      571542107_02      571542811_01   \n",
+       "36       178        1       동       남     -571500475_01      571540304_01   \n",
+       "37       178        2       서       동   571540303_02.21      571500475_01   \n",
+       "38       178        3       남       서      571540304_02      571540303_01   \n",
+       "39       178        4       북       남      571556450_02      571540304_01   \n",
+       "40       178        5       서       북   571540303_02.21      571556450_01   \n",
+       "41       178        6       동       서     -571500475_01      571540303_01   \n",
+       "42       178        7       북       동      571556450_02      571500475_01   \n",
+       "43       178        8       남       북      571540304_02      571556450_01   \n",
+       "44       178       17    None    None              None              None   \n",
+       "45       178       18    None    None              None              None   \n",
+       "46       178       21       북       서      571556450_02      571540303_01   \n",
+       "47       178       21       서       남   571540303_02.21      571540304_01   \n",
+       "48       178       21       남       동      571540304_02      571500475_01   \n",
+       "49       178       21       동       북     -571500475_01      571556450_01   \n",
+       "50       201        1       동       남      571500617_02      571500569_01   \n",
+       "51       201        2       서       동      571500618_02      571500617_01   \n",
+       "52       201        3       남       서     -571500569_01      571500618_01   \n",
+       "53       201        4       북       남      571500583_01      571500569_01   \n",
+       "54       201        5       서       북      571500618_02      571500583_02   \n",
+       "55       201        6       동       서      571500617_02      571500618_01   \n",
+       "56       201        7       북       동      571500583_01      571500617_01   \n",
+       "57       201        8       남       북     -571500569_01      571500583_02   \n",
+       "58       201       17    None    None              None              None   \n",
+       "59       201       18    None    None              None              None   \n",
+       "60       201       21       북       서      571500583_01      571500618_01   \n",
+       "61       201       21       서       남      571500618_02      571500569_01   \n",
+       "62       201       21       남       동     -571500569_01      571500617_01   \n",
+       "63       201       21       동       북      571500617_02      571500583_02   \n",
+       "64       202        2       서       동      571510152_01   571510152_01.65   \n",
+       "65       202        6       동       서      571510152_02     -571510152_01   \n",
+       "66       202       17    None    None              None              None   \n",
+       "67       202       18    None    None              None              None   \n",
+       "68       206        4       북       남      571542073_01      571511538_02   \n",
+       "69       206        8       남       북     -571511538_02      571542073_02   \n",
+       "70       206       17    None    None              None              None   \n",
+       "71       206       18    None    None              None              None   \n",
+       "72       210        1       동       남     -571542115_01      571500585_01   \n",
+       "73       210        2       서       동   571500535_02.18      571542115_01   \n",
+       "74       210        3       남       서      571500585_02      571500535_01   \n",
+       "75       210        4       북       남  571511538_02.121      571500585_01   \n",
+       "76       210        5       서       북   571500535_02.18      571511538_01   \n",
+       "77       210        6       동       서     -571542115_01      571500535_01   \n",
+       "78       210        7       북       동  571511538_02.121      571542115_01   \n",
+       "79       210        8       남       북      571500585_02      571511538_01   \n",
+       "80       210       17    None    None              None              None   \n",
+       "81       210       18    None    None              None              None   \n",
+       "82       210       21       북       서  571511538_02.121      571500535_01   \n",
+       "83       210       21       서       남   571500535_02.18      571500585_01   \n",
+       "84       210       21       남       동      571500585_02      571542115_01   \n",
+       "85       210       21       동       북     -571542115_01      571511538_01   \n",
+       "86       211        2       서       동   571542116_02.96  571542116_02.164   \n",
+       "87       211        6       동       서      571542116_01  -571542116_02.96   \n",
+       "88       211       17    None    None              None              None   \n",
+       "89       211       18    None    None              None              None   \n",
+       "\n",
+       "   node_id  \n",
+       "0       i0  \n",
+       "1       i0  \n",
+       "2       i0  \n",
+       "3       i0  \n",
+       "4       i0  \n",
+       "5       i0  \n",
+       "6       i0  \n",
+       "7       i0  \n",
+       "8       i0  \n",
+       "9       i0  \n",
+       "10      i0  \n",
+       "11      i0  \n",
+       "12      i0  \n",
+       "13      i0  \n",
+       "14      i1  \n",
+       "15      i1  \n",
+       "16      i1  \n",
+       "17      i1  \n",
+       "18      i1  \n",
+       "19      i1  \n",
+       "20      i1  \n",
+       "21      i1  \n",
+       "22      i2  \n",
+       "23      i2  \n",
+       "24      i2  \n",
+       "25      i2  \n",
+       "26      i2  \n",
+       "27      i2  \n",
+       "28      i2  \n",
+       "29      i2  \n",
+       "30      i2  \n",
+       "31      i2  \n",
+       "32      i2  \n",
+       "33      i2  \n",
+       "34      i2  \n",
+       "35      i2  \n",
+       "36      i3  \n",
+       "37      i3  \n",
+       "38      i3  \n",
+       "39      i3  \n",
+       "40      i3  \n",
+       "41      i3  \n",
+       "42      i3  \n",
+       "43      i3  \n",
+       "44      i3  \n",
+       "45      i3  \n",
+       "46      i3  \n",
+       "47      i3  \n",
+       "48      i3  \n",
+       "49      i3  \n",
+       "50      i8  \n",
+       "51      i8  \n",
+       "52      i8  \n",
+       "53      i8  \n",
+       "54      i8  \n",
+       "55      i8  \n",
+       "56      i8  \n",
+       "57      i8  \n",
+       "58      i8  \n",
+       "59      i8  \n",
+       "60      i8  \n",
+       "61      i8  \n",
+       "62      i8  \n",
+       "63      i8  \n",
+       "64      i9  \n",
+       "65      i9  \n",
+       "66      i9  \n",
+       "67      i9  \n",
+       "68      i7  \n",
+       "69      i7  \n",
+       "70      i7  \n",
+       "71      i7  \n",
+       "72      i6  \n",
+       "73      i6  \n",
+       "74      i6  \n",
+       "75      i6  \n",
+       "76      i6  \n",
+       "77      i6  \n",
+       "78      i6  \n",
+       "79      i6  \n",
+       "80      i6  \n",
+       "81      i6  \n",
+       "82      i6  \n",
+       "83      i6  \n",
+       "84      i6  \n",
+       "85      i6  \n",
+       "86     c30  \n",
+       "87     c30  \n",
+       "88     c30  \n",
+       "89     c30  "
       ]
      },
      "metadata": {},
@@ -1012,7 +1896,7 @@
     "pdires = {}\n",
     "for inter_no in match6.inter_no.unique():\n",
     "    dires = match6[match6.inter_no == inter_no][['inc_dir','out_dir']].values.flatten()\n",
-    "    dires = {dire for dire in dires if type(dir)==str}\n",
+    "    dires = {dire for dire in dires if type(dire)==str}\n",
     "    pdires[inter_no] = dires\n",
     "# (3) 각 (교차로, 진입방향) 별 진입id 목록 : inc2id\n",
     "inc2id = {}\n",
diff --git a/Analysis/0109_movement_matching/0111_preprocess_6.ipynb b/Analysis/0109_movement_matching/0111_preprocess_6.ipynb
index 5b534fe14..41620c1ed 100644
--- a/Analysis/0109_movement_matching/0111_preprocess_6.ipynb
+++ b/Analysis/0109_movement_matching/0111_preprocess_6.ipynb
@@ -19,7 +19,7 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "# 1. 이동류 매칭"
+    "## [1] 이동류 매칭"
    ]
   },
   {
@@ -31,7 +31,7 @@
      "name": "stderr",
      "output_type": "stream",
      "text": [
-      "100%|██████████| 17280/17280 [00:53<00:00, 322.44it/s]\n"
+      "100%|██████████| 17280/17280 [00:13<00:00, 1324.51it/s]\n"
      ]
     },
     {
@@ -317,7 +317,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 5,
+   "execution_count": 4,
    "metadata": {},
    "outputs": [
     {
@@ -471,7 +471,7 @@
        "[64 rows x 6 columns]"
       ]
      },
-     "execution_count": 5,
+     "execution_count": 4,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -485,7 +485,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 6,
+   "execution_count": 5,
    "metadata": {},
    "outputs": [
     {
@@ -663,7 +663,7 @@
        "[64 rows x 8 columns]"
       ]
      },
-     "execution_count": 6,
+     "execution_count": 5,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -693,7 +693,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 7,
+   "execution_count": 6,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -757,7 +757,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 9,
+   "execution_count": 17,
    "metadata": {},
    "outputs": [
     {
@@ -794,9205 +794,1173 @@
        "    <tr>\n",
        "      <th>0</th>\n",
        "      <td>175</td>\n",
-       "      <td>17</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
+       "      <td>1</td>\n",
+       "      <td>동</td>\n",
+       "      <td>남</td>\n",
+       "      <td>571545870_02</td>\n",
+       "      <td>571542797_02</td>\n",
        "      <td>i0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>1</th>\n",
        "      <td>175</td>\n",
-       "      <td>18</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
+       "      <td>2</td>\n",
+       "      <td>서</td>\n",
+       "      <td>동</td>\n",
+       "      <td>571510153_02</td>\n",
+       "      <td>571545870_01</td>\n",
        "      <td>i0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>2</th>\n",
-       "      <td>176</td>\n",
-       "      <td>17</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>i1</td>\n",
+       "      <td>175</td>\n",
+       "      <td>3</td>\n",
+       "      <td>남</td>\n",
+       "      <td>서</td>\n",
+       "      <td>-571542797_02</td>\n",
+       "      <td>571510153_01</td>\n",
+       "      <td>i0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>3</th>\n",
-       "      <td>176</td>\n",
-       "      <td>18</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>i1</td>\n",
+       "      <td>175</td>\n",
+       "      <td>4</td>\n",
+       "      <td>북</td>\n",
+       "      <td>남</td>\n",
+       "      <td>-571500487_01</td>\n",
+       "      <td>571542797_02</td>\n",
+       "      <td>i0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>4</th>\n",
-       "      <td>177</td>\n",
-       "      <td>17</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>i2</td>\n",
+       "      <td>175</td>\n",
+       "      <td>5</td>\n",
+       "      <td>서</td>\n",
+       "      <td>북</td>\n",
+       "      <td>571510153_02</td>\n",
+       "      <td>571500487_01</td>\n",
+       "      <td>i0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>5</th>\n",
-       "      <td>177</td>\n",
-       "      <td>18</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>i2</td>\n",
+       "      <td>175</td>\n",
+       "      <td>6</td>\n",
+       "      <td>동</td>\n",
+       "      <td>서</td>\n",
+       "      <td>571545870_02</td>\n",
+       "      <td>571510153_01</td>\n",
+       "      <td>i0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>6</th>\n",
-       "      <td>178</td>\n",
-       "      <td>17</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>i3</td>\n",
+       "      <td>175</td>\n",
+       "      <td>7</td>\n",
+       "      <td>북</td>\n",
+       "      <td>동</td>\n",
+       "      <td>-571500487_01</td>\n",
+       "      <td>571545870_01</td>\n",
+       "      <td>i0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>7</th>\n",
-       "      <td>178</td>\n",
-       "      <td>18</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>i3</td>\n",
+       "      <td>175</td>\n",
+       "      <td>8</td>\n",
+       "      <td>남</td>\n",
+       "      <td>북</td>\n",
+       "      <td>-571542797_02</td>\n",
+       "      <td>571500487_01</td>\n",
+       "      <td>i0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>8</th>\n",
-       "      <td>201</td>\n",
+       "      <td>175</td>\n",
        "      <td>17</td>\n",
        "      <td>None</td>\n",
        "      <td>None</td>\n",
        "      <td>None</td>\n",
        "      <td>None</td>\n",
-       "      <td>i8</td>\n",
+       "      <td>i0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>9</th>\n",
-       "      <td>201</td>\n",
+       "      <td>175</td>\n",
        "      <td>18</td>\n",
        "      <td>None</td>\n",
        "      <td>None</td>\n",
        "      <td>None</td>\n",
        "      <td>None</td>\n",
-       "      <td>i8</td>\n",
+       "      <td>i0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>10</th>\n",
-       "      <td>202</td>\n",
-       "      <td>17</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>i9</td>\n",
+       "      <td>175</td>\n",
+       "      <td>21</td>\n",
+       "      <td>북</td>\n",
+       "      <td>서</td>\n",
+       "      <td>-571500487_01</td>\n",
+       "      <td>571510153_01</td>\n",
+       "      <td>i0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>11</th>\n",
-       "      <td>202</td>\n",
-       "      <td>18</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>i9</td>\n",
+       "      <td>175</td>\n",
+       "      <td>21</td>\n",
+       "      <td>서</td>\n",
+       "      <td>남</td>\n",
+       "      <td>571510153_02</td>\n",
+       "      <td>571542797_02</td>\n",
+       "      <td>i0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>12</th>\n",
-       "      <td>206</td>\n",
-       "      <td>17</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>i7</td>\n",
+       "      <td>175</td>\n",
+       "      <td>21</td>\n",
+       "      <td>남</td>\n",
+       "      <td>동</td>\n",
+       "      <td>-571542797_02</td>\n",
+       "      <td>571545870_01</td>\n",
+       "      <td>i0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>13</th>\n",
-       "      <td>206</td>\n",
-       "      <td>18</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>i7</td>\n",
+       "      <td>175</td>\n",
+       "      <td>21</td>\n",
+       "      <td>동</td>\n",
+       "      <td>북</td>\n",
+       "      <td>571545870_02</td>\n",
+       "      <td>571500487_01</td>\n",
+       "      <td>i0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>14</th>\n",
-       "      <td>210</td>\n",
-       "      <td>17</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>i6</td>\n",
+       "      <td>176</td>\n",
+       "      <td>3</td>\n",
+       "      <td>남</td>\n",
+       "      <td>서</td>\n",
+       "      <td>-571542810_01</td>\n",
+       "      <td>571543469_01</td>\n",
+       "      <td>i1</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>15</th>\n",
-       "      <td>210</td>\n",
-       "      <td>18</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>i6</td>\n",
+       "      <td>176</td>\n",
+       "      <td>4</td>\n",
+       "      <td>북</td>\n",
+       "      <td>남</td>\n",
+       "      <td>571542797_02.99</td>\n",
+       "      <td>571542810_01</td>\n",
+       "      <td>i1</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>16</th>\n",
-       "      <td>211</td>\n",
+       "      <td>176</td>\n",
+       "      <td>5</td>\n",
+       "      <td>서</td>\n",
+       "      <td>북</td>\n",
+       "      <td>571543469_02</td>\n",
+       "      <td>-571542797_02.99</td>\n",
+       "      <td>i1</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>17</th>\n",
+       "      <td>176</td>\n",
+       "      <td>8</td>\n",
+       "      <td>남</td>\n",
+       "      <td>북</td>\n",
+       "      <td>-571542810_01</td>\n",
+       "      <td>-571542797_02.99</td>\n",
+       "      <td>i1</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>18</th>\n",
+       "      <td>176</td>\n",
        "      <td>17</td>\n",
        "      <td>None</td>\n",
        "      <td>None</td>\n",
        "      <td>None</td>\n",
        "      <td>None</td>\n",
-       "      <td>c30</td>\n",
+       "      <td>i1</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>17</th>\n",
-       "      <td>211</td>\n",
+       "      <th>19</th>\n",
+       "      <td>176</td>\n",
        "      <td>18</td>\n",
        "      <td>None</td>\n",
        "      <td>None</td>\n",
        "      <td>None</td>\n",
        "      <td>None</td>\n",
-       "      <td>c30</td>\n",
-       "    </tr>\n",
-       "  </tbody>\n",
-       "</table>\n",
-       "</div>"
-      ],
-      "text/plain": [
-       "    inter_no  move_no inc_dir out_dir inc_edge out_edge node_id\n",
-       "0        175       17    None    None     None     None      i0\n",
-       "1        175       18    None    None     None     None      i0\n",
-       "2        176       17    None    None     None     None      i1\n",
-       "3        176       18    None    None     None     None      i1\n",
-       "4        177       17    None    None     None     None      i2\n",
-       "5        177       18    None    None     None     None      i2\n",
-       "6        178       17    None    None     None     None      i3\n",
-       "7        178       18    None    None     None     None      i3\n",
-       "8        201       17    None    None     None     None      i8\n",
-       "9        201       18    None    None     None     None      i8\n",
-       "10       202       17    None    None     None     None      i9\n",
-       "11       202       18    None    None     None     None      i9\n",
-       "12       206       17    None    None     None     None      i7\n",
-       "13       206       18    None    None     None     None      i7\n",
-       "14       210       17    None    None     None     None      i6\n",
-       "15       210       18    None    None     None     None      i6\n",
-       "16       211       17    None    None     None     None     c30\n",
-       "17       211       18    None    None     None     None     c30"
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    }
-   ],
-   "source": [
-    "# 각 교차로에 대하여, 가능한 모든 이동류(1~18, 21)에 대한 진입·진출엣지ID를 지정한다.\n",
-    "# 모든 이동류에 대해 지정하므로, 시차제시 이전과 다른 이동류가 등장하더라도 항상 진입·진출 엣지 ID를 지정할 수 있다.\n",
-    "match6 = match5.copy().dropna()\n",
-    "match6 = match6[['inter_no', 'move_no', 'inc_dir', 'out_dir', 'inc_edge', 'out_edge', 'node_id']]\n",
-    "# (1) 가능한 (진입방향, 진출방향) 목록\n",
-    "flows = nema.dropna().apply(lambda row: (row['inc_dir'], row['out_dir']), axis=1).tolist()\n",
-    "# (2) 각 교차로별 방향 목록 : pdires\n",
-    "pdires = {}\n",
-    "for inter_no in match6.inter_no.unique():\n",
-    "    dires = match6[match6.inter_no == inter_no][['inc_dir','out_dir']].values.flatten()\n",
-    "    dires = {dire for dire in dires if type(dir)==str}\n",
-    "    pdires[inter_no] = dires\n",
-    "# (3) 각 (교차로, 진입방향) 별 진입id 목록 : inc2id\n",
-    "inc2id = {}\n",
-    "for inter_no in match6.inter_no.unique():\n",
-    "    for inc_dir in pdires[inter_no]:\n",
-    "        df = match6[(match6.inter_no==inter_no) & (match6.inc_dir==inc_dir)]\n",
-    "        inc2id[(inter_no, inc_dir)] = df.inc_edge.iloc[0]\n",
-    "# (4) 각 (교차로, 진출방향) 별 진출id 목록 : out2id\n",
-    "out2id = {}\n",
-    "for inter_no in match6.inter_no.unique():\n",
-    "    for out_dir in pdires[inter_no]:\n",
-    "        df = match6[(match6.inter_no==inter_no) & (match6.out_dir==out_dir)]\n",
-    "        out2id[(inter_no, out_dir)] = df.out_edge.iloc[0]\n",
-    "# (5) 각 교차로별 가능한 (진입방향, 진출방향) 목록 : pflows\n",
-    "pflow = {}\n",
-    "for inter_no in match6.inter_no.unique():\n",
-    "    pflow[inter_no] = [flow for flow in flows if set(flow).issubset(pdires[inter_no])]\n",
-    "# (6) 가능한 이동류에 대하여 진입id, 진출id 배정 : matching\n",
-    "inter2node = dict(zip(match6['inter_no'], match6['node_id']))\n",
-    "dires_right = ['북', '서', '남', '동', '북']\n",
-    "matching = []\n",
-    "for inter_no in match6.inter_no.unique():\n",
-    "    node_id = inter2node[inter_no]\n",
-    "    # 좌회전과 직진\n",
-    "    for (inc_dir, out_dir) in pflow[inter_no]:\n",
-    "        move_no = nema[(nema.inc_dir==inc_dir) & (nema.out_dir==out_dir)].move_no.iloc[0]\n",
-    "        inc_edge = inc2id[(inter_no, inc_dir)]\n",
-    "        out_edge = out2id[(inter_no, out_dir)]\n",
-    "        new_row = pd.DataFrame({'inter_no':[inter_no], 'move_no':[move_no],\n",
-    "                                'inc_dir':[inc_dir], 'out_dir':[out_dir],\n",
-    "                                'inc_edge':[inc_edge], 'out_edge':[out_edge], 'node_id':[node_id]})\n",
-    "        matching.append(new_row)\n",
-    "    # 보행신호(17), 전적색(18)\n",
-    "    new_row = pd.DataFrame({'inter_no':[inter_no] * 2, 'move_no':[17, 18],\n",
-    "                            'inc_dir':[None]*2, 'out_dir':[None]*2,\n",
-    "                            'inc_edge':[None]*2, 'out_edge':[None]*2, 'node_id':[node_id]*2})\n",
-    "    matching.append(new_row)\n",
-    "    # 신호우회전(21)\n",
-    "    for d in range(len(dires_right)-1):\n",
-    "        inc_dir = dires_right[d]\n",
-    "        out_dir = dires_right[d+1]\n",
-    "        if {inc_dir, out_dir}.issubset(pdires[inter_no]):\n",
-    "            inc_edge = inc2id[(inter_no, inc_dir)]\n",
-    "            out_edge = out2id[(inter_no, out_dir)]\n",
-    "            new_row = pd.DataFrame({'inter_no':[inter_no], 'move_no':[21],\n",
-    "                                    'inc_dir':[inc_dir], 'out_dir':[out_dir],\n",
-    "                                    'inc_edge':[inc_edge], 'out_edge':[out_edge], 'node_id':[node_id]})\n",
-    "            matching.append(new_row)\n",
-    "matching = pd.concat(matching)\n",
-    "matching = matching.sort_values(by=['inter_no', 'move_no']).reset_index(drop=True)\n",
-    "with pd.option_context('display.max_rows', None, 'display.max_columns', None):\n",
-    "    display(matching)"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {},
-   "source": [
-    "# 2. 이력 + 이동류"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 10,
-   "metadata": {},
-   "outputs": [
-    {
-     "name": "stderr",
-     "output_type": "stream",
-     "text": [
-      "  0%|          | 0/17280 [00:00<?, ?it/s]"
-     ]
-    },
-    {
-     "name": "stderr",
-     "output_type": "stream",
-     "text": [
-      "100%|██████████| 17280/17280 [02:06<00:00, 136.40it/s]\n"
-     ]
-    }
-   ],
-   "source": [
-    "# 5초 단위로 이동류번호 저장 및 신호이력에서 유닉스시각 가져와서 표시, 한시간동안의 데이터만 보관\n",
-    "midnight = int(datetime(2024, 1, 5, 0, 0, 0).timestamp())\n",
-    "next_day = int(datetime(2024, 1, 6, 0, 0, 0).timestamp())\n",
-    "fsecs = range(midnight, next_day, 5) # fsecs : unix time by Five SECondS\n",
-    "time2move = dict(zip(fsecs,moves)) # move : 어느 순간의 이동류정보\n",
-    "history = pd.read_csv('../../Data/tables/history.csv', index_col=0)\n",
-    "\n",
-    "time2movement = {} # movement : 어느 순간의, 그 순간으로부터 한시간 동안의 (교차로번호 + 현시별이동류번호 + 시작시간)\n",
-    "# - 아래 절차를 5초마다 반복\n",
-    "for fsec in tqdm(fsecs): # fsec : unix time by Five SECond\n",
-    "    # 1. 상태 테이블 조회해서 전체 데이터중 필요데이터(교차로번호, A링 현시번호, A링 이동류번호, B링 현시번호, B링 이동류번호)만 수집 : A\n",
-    "    move = time2move[fsec]\n",
-    "    # 2. 이력 테이블 조회해서 교차로별로 유닉스시간 최대인 데이터(교차로변호, 종료유닉스타임)만 수집 : B\n",
-    "    recent_histories = [group.iloc[-1:] for _, group in history[history['end_unix'] < fsec].groupby('inter_no')] # 교차로별로 유닉스시간이 최대인 행들\n",
-    "    if not recent_histories:\n",
-    "        rhistory = pd.DataFrame({'inter_no':[], 'end_unix':[]}) # recent history\n",
-    "    else:\n",
-    "        rhistory = pd.concat(recent_histories)\n",
-    "    recent_unix = rhistory[['inter_no', 'end_unix']]\n",
-    "    # 3. 상태 테이블 조회정보(A)와 이력 테이블 조회정보(B) 조인(키값 : 교차로번호) : C\n",
-    "    move = pd.merge(move, recent_unix, how='left', on='inter_no')\n",
-    "    move['end_unix'] = move['end_unix'].fillna(0).astype(int)\n",
-    "    move = move.drop_duplicates()\n",
-    "    # 4. C데이터 프레임에 신규 컬럼(시작 유닉스타임) 생성 후 종료유닉스 타임 값 입력, 종료 유닉스 타임 컬럼 제거\n",
-    "    move = move.rename(columns = {'end_unix':'start_unix'})\n",
-    "    # 5. 이동류 이력정보 READ\n",
-    "    #     - CSV 파일로 서버에 저장된 이동류정보를 읽어옴(파일이 없는 경우에는 데이터가 없는 프레임 D 생성)\n",
-    "    try:\n",
-    "        if isinstance(movement, pd.DataFrame): # movement가 존재할 경우 그걸 그대로 씀.\n",
-    "            pass\n",
-    "        else: \n",
-    "            movement = pd.DataFrame()\n",
-    "    except NameError: # movement가 존재하지 않는 경우 생성\n",
-    "        movement = pd.DataFrame()\n",
-    "    # 6. 이동류 이력정보 데이터테이블(D)에 C데이터 add\n",
-    "    movement = pd.concat([movement, move])\n",
-    "    # 7. D데이터 프레임에서 중복데이터 제거(교차로번호, 시작 유닉스타임, A링 현시번호, B링 현시번호 같은 행은 제거)\n",
-    "    movement = movement.drop_duplicates(['inter_no','phas_A','phas_B','start_unix'])\n",
-    "    # 8. D데이터 보관 시간 기준시간을 시작 유닉스 타임의 최대값 - 3600을 값으로 산출하고, 보관 시간 기준시간보다 작은 시작 유닉스 타임을 가진 행은 모두 제거(1시간 데이터만 보관)\n",
-    "    movement = movement[movement.start_unix > fsec - 3600]\n",
-    "    # print()\n",
-    "    # print(fsec)\n",
-    "    # print(fsec - 3600)\n",
-    "    start_unix_min = movement.start_unix.min()\n",
-    "    start_unix_max = movement.start_unix.max()\n",
-    "    # print(start_unix_min)\n",
-    "    # print(start_unix_max)\n",
-    "    # print(start_unix_max - start_unix_min)\n",
-    "    movement = movement.sort_values(by=['start_unix','inter_no','phas_A','phas_B']).reset_index(drop=True)\n",
-    "\n",
-    "    time2movement[fsec] = movement\n",
-    "    movement.to_csv(f'../../Data/tables/movements/movements_{fsec}.csv')\n",
-    "\n",
-    "# 각 movement들의 길이 시각화\n",
-    "import matplotlib.pyplot as plt\n",
-    "plt.plot(fsecs, [len(time2movement[fsec]) for fsec in fsecs])\n",
-    "plt.close()"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 11,
-   "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "text/html": [
-       "<div>\n",
-       "<style scoped>\n",
-       "    .dataframe tbody tr th:only-of-type {\n",
-       "        vertical-align: middle;\n",
-       "    }\n",
-       "\n",
-       "    .dataframe tbody tr th {\n",
-       "        vertical-align: top;\n",
-       "    }\n",
-       "\n",
-       "    .dataframe thead th {\n",
-       "        text-align: right;\n",
-       "    }\n",
-       "</style>\n",
-       "<table border=\"1\" class=\"dataframe\">\n",
-       "  <thead>\n",
-       "    <tr style=\"text-align: right;\">\n",
-       "      <th></th>\n",
-       "      <th>inter_no</th>\n",
-       "      <th>end_unix</th>\n",
-       "      <th>dur_A1</th>\n",
-       "      <th>dur_A2</th>\n",
-       "      <th>dur_A3</th>\n",
-       "      <th>dur_A4</th>\n",
-       "      <th>dur_A5</th>\n",
-       "      <th>dur_A6</th>\n",
-       "      <th>dur_A7</th>\n",
-       "      <th>dur_A8</th>\n",
-       "      <th>dur_B1</th>\n",
-       "      <th>dur_B2</th>\n",
-       "      <th>dur_B3</th>\n",
-       "      <th>dur_B4</th>\n",
-       "      <th>dur_B5</th>\n",
-       "      <th>dur_B6</th>\n",
-       "      <th>dur_B7</th>\n",
-       "      <th>dur_B8</th>\n",
-       "      <th>cycle</th>\n",
-       "    </tr>\n",
-       "  </thead>\n",
-       "  <tbody>\n",
-       "    <tr>\n",
-       "      <th>0</th>\n",
-       "      <td>178</td>\n",
-       "      <td>1704380405</td>\n",
-       "      <td>38</td>\n",
-       "      <td>39</td>\n",
-       "      <td>40</td>\n",
-       "      <td>23</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>38</td>\n",
-       "      <td>39</td>\n",
-       "      <td>40</td>\n",
-       "      <td>23</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>140</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1</th>\n",
-       "      <td>206</td>\n",
-       "      <td>1704380520</td>\n",
-       "      <td>33</td>\n",
-       "      <td>35</td>\n",
-       "      <td>26</td>\n",
-       "      <td>26</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>33</td>\n",
-       "      <td>35</td>\n",
-       "      <td>26</td>\n",
-       "      <td>26</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>120</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2</th>\n",
-       "      <td>211</td>\n",
-       "      <td>1704380525</td>\n",
-       "      <td>28</td>\n",
-       "      <td>97</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>28</td>\n",
-       "      <td>97</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>125</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5</th>\n",
-       "      <td>178</td>\n",
-       "      <td>1704380540</td>\n",
-       "      <td>38</td>\n",
-       "      <td>39</td>\n",
-       "      <td>40</td>\n",
-       "      <td>23</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>38</td>\n",
-       "      <td>39</td>\n",
-       "      <td>40</td>\n",
-       "      <td>23</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>140</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4</th>\n",
-       "      <td>201</td>\n",
-       "      <td>1704380540</td>\n",
-       "      <td>24</td>\n",
-       "      <td>24</td>\n",
-       "      <td>17</td>\n",
-       "      <td>58</td>\n",
-       "      <td>17</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>24</td>\n",
-       "      <td>24</td>\n",
-       "      <td>17</td>\n",
-       "      <td>58</td>\n",
-       "      <td>17</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>140</td>\n",
-       "    </tr>\n",
-       "  </tbody>\n",
-       "</table>\n",
-       "</div>"
-      ],
-      "text/plain": [
-       "   inter_no    end_unix  dur_A1  dur_A2  dur_A3  dur_A4  dur_A5  dur_A6  \\\n",
-       "0       178  1704380405      38      39      40      23       0       0   \n",
-       "1       206  1704380520      33      35      26      26       0       0   \n",
-       "2       211  1704380525      28      97       0       0       0       0   \n",
-       "5       178  1704380540      38      39      40      23       0       0   \n",
-       "4       201  1704380540      24      24      17      58      17       0   \n",
-       "\n",
-       "   dur_A7  dur_A8  dur_B1  dur_B2  dur_B3  dur_B4  dur_B5  dur_B6  dur_B7  \\\n",
-       "0       0       0      38      39      40      23       0       0       0   \n",
-       "1       0       0      33      35      26      26       0       0       0   \n",
-       "2       0       0      28      97       0       0       0       0       0   \n",
-       "5       0       0      38      39      40      23       0       0       0   \n",
-       "4       0       0      24      24      17      58      17       0       0   \n",
-       "\n",
-       "   dur_B8  cycle  \n",
-       "0       0    140  \n",
-       "1       0    120  \n",
-       "2       0    125  \n",
-       "5       0    140  \n",
-       "4       0    140  "
-      ]
-     },
-     "execution_count": 11,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "# 세부현시로 되어있던 history를 A, B로 나뉘어 현시시간이 구성된 형태로 바꿈.\n",
-    "plan = pd.read_csv('../../Data/tables/plan.csv', index_col=0)\n",
-    "history = pd.read_csv('../../Data/tables/history.csv', index_col=0)\n",
-    "\n",
-    "# A, B 분리 혹은 통합시 사용할 수 있는 딕셔너리\n",
-    "splits = {} # splits maps (inter_no, start_hour, start_minute) to split\n",
-    "for i, row in plan.iterrows():\n",
-    "    inter_no = row.inter_no\n",
-    "    start_hour = row.start_hour\n",
-    "    start_minute = row.start_minute\n",
-    "    cycle = row.cycle\n",
-    "    cums_A = row[[f'dura_A{j}' for j in range(1,9)]].cumsum()\n",
-    "    cums_B = row[[f'dura_B{j}' for j in range(1,9)]].cumsum()\n",
-    "    splits[(inter_no, start_hour, start_minute)] = {} # split maps (phas_A, phas_B) to k\n",
-    "    k = 0\n",
-    "    for t in range(cycle):\n",
-    "        new_phas_A = len(cums_A[cums_A < t]) + 1\n",
-    "        new_phas_B = len(cums_B[cums_B < t]) + 1\n",
-    "        if k == 0 or ((new_phas_A, new_phas_B) != (phas_A, phas_B)):\n",
-    "            k += 1\n",
-    "        phas_A = new_phas_A\n",
-    "        phas_B = new_phas_B\n",
-    "        splits[(inter_no, start_hour, start_minute)][(phas_A, phas_B)] = k\n",
-    "# the inverse of splits\n",
-    "isplits = {} # isplit maps k to (phas_A, phas_B)\n",
-    "for i in splits:\n",
-    "    isplits[i] = {splits[i][k]:k for k in splits[i]}\n",
-    "\n",
-    "timetable = plan[['start_hour', 'start_minute']].drop_duplicates()\n",
-    "timetable['start_seconds'] = midnight + timetable['start_hour'] * 3600 + timetable['start_minute'] * 60\n",
-    "\n",
-    "abhistory = history.copy() # A, B가 나뉘어진 history\n",
-    "# history의 행들을 순회하며 새로운 열 dur_A1, dur_A2, ... 를 만들어내고 값을 배정함.\n",
-    "for i, row in abhistory.iterrows():\n",
-    "    inter_no = row.inter_no\n",
-    "    ind = (timetable['start_seconds'] < row.end_unix).sum() - 1\n",
-    "    start_hour = timetable.iloc[ind].start_hour\n",
-    "    start_minute = timetable.iloc[ind].start_minute\n",
-    "    isplit = isplits[(inter_no,start_hour,start_minute)]\n",
-    "    dur_dict = {}\n",
-    "    dur_chars = [f'dur_{alph}{j}' for alph in ['A', 'B'] for j in range(1, 9)] # 새로운 행들\n",
-    "    for dur_char in dur_chars:\n",
-    "        dur_dict[dur_char] = 0\n",
-    "    for k in range(1, len(isplit)+1): # dur_dict에 값 저장\n",
-    "        ja = isplit[k][0] # A현시번호\n",
-    "        jb = isplit[k][1] # B현시번호\n",
-    "        dur_dict[f'dur_A{ja}'] += row[f'ddur_{k}']\n",
-    "        dur_dict[f'dur_B{jb}'] += row[f'ddur_{k}']\n",
-    "    for dur_char in dur_chars: # history의 새로운 열들에 값 배정\n",
-    "        abhistory.at[i, dur_char] = dur_dict[dur_char]\n",
-    "abhistory = abhistory[['inter_no','end_unix'] + dur_chars + ['cycle']].astype(int)\n",
-    "abhistory = abhistory.astype(int).sort_values(by = ['end_unix','inter_no'])\n",
-    "abhistory.head()"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 12,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "fmins = range(midnight, next_day, 300) # fmins : unix time by Five MINuteS\n",
-    "\n",
-    "def make_histid(m:int):\n",
-    "    '''\n",
-    "    input : m\n",
-    "     - m ranges from 0 to 287, but 0 makes an error where 288 = 86400//300\n",
-    "     - present_time = fmins[m] : 현재시점\n",
-    "    output : histid\n",
-    "     - history with edge ids (incoming and outgoing edge ids)\n",
-    "     - 현재시점으로부터 한시간동안 (교차로번호, 현시, 링)별 현시시간, 진입엣지id, 진출엣지id\n",
-    "    '''\n",
-    "    present_time = fmins[m] ####### 현재 시점 ranges from 0 to 287\n",
-    "    # - 5분마다 신호이력 데이터 수집해서 통합테이블 생성할때\n",
-    "    # 1. 조회시점의 유닉스 타임을 기준으로 신호이력의 유닉스 타임이 1시간 이내인 데이터 수집\n",
-    "    rhistory = history.copy()\n",
-    "    rhistory = rhistory[(rhistory.end_unix < present_time) & (rhistory.end_unix >= present_time - 3600)]\n",
-    "    # durs_A = [f'dur_A{j}' for j in range(1, 9)]\n",
-    "    # durs_B = [f'dur_B{j}' for j in range(1, 9)]\n",
-    "    ddurs = [f'ddur_{j}' for j in range(1, 9)]\n",
-    "\n",
-    "    # 2. 시작 유닉스 타임컬럼 생성 후 종류 유닉스 타임에서 현시별 현시기간 컬럼의 합을 뺀 값으로 입력\n",
-    "    # - 현시시간의 합을 뺀 시간의 +- 10초 이내에 이전 주기정보가 존재하면 그 유닉스 시간을 시작 유닉스시간 값으로 하고, 존재하지 않으면 현시시간의 합을 뺀 유닉스 시간을 시작 유닉스 시간으로 지정\n",
-    "    # # 이전 유닉스 존재하지 않음 => 현시시간 합의 차\n",
-    "    # # 이전 유닉스 존재, abs < 10 => 이전 유닉스\n",
-    "    # # 이전 유닉스 존재, abs >=10 => 현시시간 합의 차\n",
-    "    for i, row in rhistory.iterrows():\n",
-    "        inter_no = row.inter_no\n",
-    "        end_unix = row.end_unix\n",
-    "        elapsed_time = row[ddurs].sum()\n",
-    "        start_unix = end_unix - elapsed_time\n",
-    "        pre_rows = history[:i] # previous rows\n",
-    "        if inter_no in pre_rows.inter_no.unique(): # 이전 유닉스 존재\n",
-    "            pre_unix = pre_rows[pre_rows.inter_no == inter_no]['end_unix'].iloc[-1] # previous unix time\n",
-    "            if abs(pre_unix - start_unix) < 10: # abs < 10\n",
-    "                start_unix = pre_unix\n",
-    "            else: # abs >= 10\n",
-    "                pass\n",
-    "        rhistory.loc[i, 'start_unix'] = start_unix\n",
-    "    rhistory[rhistory.isna()] = 0\n",
-    "    rhistory['start_unix'] = rhistory['start_unix'].astype(int)\n",
-    "    # with pd.option_context('display.max_rows', None, 'display.max_columns', None):\n",
-    "    #     display(rhistory)\n",
-    "    rhistory = rhistory[['inter_no', 'start_unix'] + ddurs + ['cycle']]\n",
-    "\n",
-    "    # 계층화된 형태로 변환\n",
-    "    hrhistory = [] # hierarchied recent history\n",
-    "    for i, row in rhistory.iterrows():\n",
-    "        inter_no = row.inter_no #\n",
-    "        start_unix = row.start_unix #\n",
-    "        ind = (timetable['start_seconds'] <= row.start_unix).sum() - 1\n",
-    "        start_hour = timetable.iloc[ind].start_hour\n",
-    "        start_minute = timetable.iloc[ind].start_minute\n",
-    "        isplit = isplits[(inter_no, start_hour, start_minute)]\n",
-    "        new_rows = []\n",
-    "        for j in isplit.keys():\n",
-    "            phas_A, phas_B = isplit[j]\n",
-    "            duration = row[f'ddur_{j}']\n",
-    "            new_rows.append(pd.DataFrame({'inter_no':[inter_no], 'start_unix':[start_unix],\n",
-    "                                        'phas_A':[phas_A],'phas_B':[phas_B],'duration':[duration]}))\n",
-    "        new_rows = pd.concat(new_rows)\n",
-    "        hrhistory.append(new_rows)\n",
-    "    hrhistory = pd.concat(hrhistory)\n",
-    "    hrhistory = hrhistory.sort_values(by = ['start_unix', 'inter_no', 'phas_A', 'phas_B']).reset_index(drop=True)\n",
-    "\n",
-    "    # 5초단위로 수집한 이동류정보(time2movement[present_time])와 최근 1시간 신호이력(hrhistory)을 병합\n",
-    "    movedur = pd.merge(time2movement[present_time], hrhistory, how='inner', on=['inter_no', 'start_unix', 'phas_A', 'phas_B'])\n",
-    "    # movements and durations\n",
-    "    movedur = movedur.sort_values(by=['start_unix', 'inter_no', 'phas_A','phas_B'])\n",
-    "    movedur = movedur[['inter_no', 'start_unix', 'phas_A', 'phas_B', 'move_A', 'move_B', 'duration']]\n",
-    "    # 이동류 매칭 테이블에서 진입id, 진출id를 가져와서 붙임.\n",
-    "    for i, row in movedur.iterrows():\n",
-    "        inter_no = row.inter_no\n",
-    "        start_unix = row.start_unix\n",
-    "        move_A = row.move_A\n",
-    "        move_B = row.move_B\n",
-    "        match_A = matching[(matching.inter_no == inter_no) & (matching.move_no == move_A)].iloc[0]\n",
-    "        match_B = matching[(matching.inter_no == inter_no) & (matching.move_no == move_B)].iloc[0]\n",
-    "        inc_edge_A = match_A.inc_edge\n",
-    "        inc_edge_B = match_B.inc_edge\n",
-    "        out_edge_A = match_A.out_edge\n",
-    "        out_edge_B = match_B.out_edge\n",
-    "        movedur.loc[i, ['inc_edge_A', 'inc_edge_B', 'out_edge_A', 'out_edge_B']] = [inc_edge_A, inc_edge_B, out_edge_A, out_edge_B]\n",
-    "    # 이동류 컬럼 제거\n",
-    "    movedur = movedur.drop(['move_A', 'move_B'], axis=1)\n",
-    "\n",
-    "    histid = movedur.copy() # history with edge ids (incoming and outgoing edge ids)\n",
-    "    return histid"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 13,
-   "metadata": {},
-   "outputs": [
-    {
-     "ename": "IndexError",
-     "evalue": "single positional indexer is out-of-bounds",
-     "output_type": "error",
-     "traceback": [
-      "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m",
-      "\u001b[1;31mIndexError\u001b[0m                                Traceback (most recent call last)",
-      "Cell \u001b[1;32mIn[13], line 1\u001b[0m\n\u001b[1;32m----> 1\u001b[0m \u001b[43mmake_histid\u001b[49m\u001b[43m(\u001b[49m\u001b[38;5;241;43m200\u001b[39;49m\u001b[43m)\u001b[49m\u001b[38;5;241m.\u001b[39minter_no\u001b[38;5;241m.\u001b[39munique()\n",
-      "Cell \u001b[1;32mIn[12], line 76\u001b[0m, in \u001b[0;36mmake_histid\u001b[1;34m(m)\u001b[0m\n\u001b[0;32m     74\u001b[0m move_A \u001b[38;5;241m=\u001b[39m row\u001b[38;5;241m.\u001b[39mmove_A\n\u001b[0;32m     75\u001b[0m move_B \u001b[38;5;241m=\u001b[39m row\u001b[38;5;241m.\u001b[39mmove_B\n\u001b[1;32m---> 76\u001b[0m match_A \u001b[38;5;241m=\u001b[39m \u001b[43mmatching\u001b[49m\u001b[43m[\u001b[49m\u001b[43m(\u001b[49m\u001b[43mmatching\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43minter_no\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;241;43m==\u001b[39;49m\u001b[43m \u001b[49m\u001b[43minter_no\u001b[49m\u001b[43m)\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;241;43m&\u001b[39;49m\u001b[43m \u001b[49m\u001b[43m(\u001b[49m\u001b[43mmatching\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mmove_no\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;241;43m==\u001b[39;49m\u001b[43m \u001b[49m\u001b[43mmove_A\u001b[49m\u001b[43m)\u001b[49m\u001b[43m]\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43miloc\u001b[49m\u001b[43m[\u001b[49m\u001b[38;5;241;43m0\u001b[39;49m\u001b[43m]\u001b[49m\n\u001b[0;32m     77\u001b[0m match_B \u001b[38;5;241m=\u001b[39m matching[(matching\u001b[38;5;241m.\u001b[39minter_no \u001b[38;5;241m==\u001b[39m inter_no) \u001b[38;5;241m&\u001b[39m (matching\u001b[38;5;241m.\u001b[39mmove_no \u001b[38;5;241m==\u001b[39m move_B)]\u001b[38;5;241m.\u001b[39miloc[\u001b[38;5;241m0\u001b[39m]\n\u001b[0;32m     78\u001b[0m inc_edge_A \u001b[38;5;241m=\u001b[39m match_A\u001b[38;5;241m.\u001b[39minc_edge\n",
-      "File \u001b[1;32mc:\\Github\\SNITS_RealTimeSignals\\rts\\lib\\site-packages\\pandas\\core\\indexing.py:1103\u001b[0m, in \u001b[0;36m_LocationIndexer.__getitem__\u001b[1;34m(self, key)\u001b[0m\n\u001b[0;32m   1100\u001b[0m axis \u001b[38;5;241m=\u001b[39m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39maxis \u001b[38;5;129;01mor\u001b[39;00m \u001b[38;5;241m0\u001b[39m\n\u001b[0;32m   1102\u001b[0m maybe_callable \u001b[38;5;241m=\u001b[39m com\u001b[38;5;241m.\u001b[39mapply_if_callable(key, \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mobj)\n\u001b[1;32m-> 1103\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43m_getitem_axis\u001b[49m\u001b[43m(\u001b[49m\u001b[43mmaybe_callable\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43maxis\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43maxis\u001b[49m\u001b[43m)\u001b[49m\n",
-      "File \u001b[1;32mc:\\Github\\SNITS_RealTimeSignals\\rts\\lib\\site-packages\\pandas\\core\\indexing.py:1656\u001b[0m, in \u001b[0;36m_iLocIndexer._getitem_axis\u001b[1;34m(self, key, axis)\u001b[0m\n\u001b[0;32m   1653\u001b[0m     \u001b[38;5;28;01mraise\u001b[39;00m \u001b[38;5;167;01mTypeError\u001b[39;00m(\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mCannot index by location index with a non-integer key\u001b[39m\u001b[38;5;124m\"\u001b[39m)\n\u001b[0;32m   1655\u001b[0m \u001b[38;5;66;03m# validate the location\u001b[39;00m\n\u001b[1;32m-> 1656\u001b[0m \u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43m_validate_integer\u001b[49m\u001b[43m(\u001b[49m\u001b[43mkey\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43maxis\u001b[49m\u001b[43m)\u001b[49m\n\u001b[0;32m   1658\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mobj\u001b[38;5;241m.\u001b[39m_ixs(key, axis\u001b[38;5;241m=\u001b[39maxis)\n",
-      "File \u001b[1;32mc:\\Github\\SNITS_RealTimeSignals\\rts\\lib\\site-packages\\pandas\\core\\indexing.py:1589\u001b[0m, in \u001b[0;36m_iLocIndexer._validate_integer\u001b[1;34m(self, key, axis)\u001b[0m\n\u001b[0;32m   1587\u001b[0m len_axis \u001b[38;5;241m=\u001b[39m \u001b[38;5;28mlen\u001b[39m(\u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mobj\u001b[38;5;241m.\u001b[39m_get_axis(axis))\n\u001b[0;32m   1588\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m key \u001b[38;5;241m>\u001b[39m\u001b[38;5;241m=\u001b[39m len_axis \u001b[38;5;129;01mor\u001b[39;00m key \u001b[38;5;241m<\u001b[39m \u001b[38;5;241m-\u001b[39mlen_axis:\n\u001b[1;32m-> 1589\u001b[0m     \u001b[38;5;28;01mraise\u001b[39;00m \u001b[38;5;167;01mIndexError\u001b[39;00m(\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124msingle positional indexer is out-of-bounds\u001b[39m\u001b[38;5;124m\"\u001b[39m)\n",
-      "\u001b[1;31mIndexError\u001b[0m: single positional indexer is out-of-bounds"
-     ]
-    }
-   ],
-   "source": [
-    "make_histid(200).inter_no.unique()"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 14,
-   "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "text/html": [
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-       "      <th></th>\n",
-       "      <th>inter_no</th>\n",
-       "      <th>end_unix</th>\n",
-       "      <th>ddur_1</th>\n",
-       "      <th>ddur_2</th>\n",
-       "      <th>ddur_3</th>\n",
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-       "      <th>ddur_8</th>\n",
-       "      <th>cycle</th>\n",
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-       "      <td>57</td>\n",
-       "      <td>160</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>38</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704381040</td>\n",
-       "      <td>37</td>\n",
-       "      <td>39</td>\n",
-       "      <td>25</td>\n",
-       "      <td>30</td>\n",
-       "      <td>29</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>160</td>\n",
-       "      <td>57</td>\n",
-       "      <td>160</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>47</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704381200</td>\n",
-       "      <td>37</td>\n",
-       "      <td>39</td>\n",
-       "      <td>25</td>\n",
-       "      <td>30</td>\n",
-       "      <td>29</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>160</td>\n",
-       "      <td>57</td>\n",
-       "      <td>160</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>57</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704381360</td>\n",
-       "      <td>37</td>\n",
-       "      <td>39</td>\n",
-       "      <td>25</td>\n",
-       "      <td>30</td>\n",
-       "      <td>29</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>160</td>\n",
-       "      <td>57</td>\n",
-       "      <td>160</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>67</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704381520</td>\n",
-       "      <td>37</td>\n",
-       "      <td>39</td>\n",
-       "      <td>25</td>\n",
-       "      <td>30</td>\n",
-       "      <td>29</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>160</td>\n",
-       "      <td>57</td>\n",
-       "      <td>160</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>79</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704381680</td>\n",
-       "      <td>37</td>\n",
-       "      <td>39</td>\n",
-       "      <td>25</td>\n",
-       "      <td>30</td>\n",
-       "      <td>29</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>160</td>\n",
-       "      <td>57</td>\n",
-       "      <td>160</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>88</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704381841</td>\n",
-       "      <td>37</td>\n",
-       "      <td>39</td>\n",
-       "      <td>25</td>\n",
-       "      <td>30</td>\n",
-       "      <td>29</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>160</td>\n",
-       "      <td>57</td>\n",
-       "      <td>161</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>97</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704382000</td>\n",
-       "      <td>37</td>\n",
-       "      <td>39</td>\n",
-       "      <td>25</td>\n",
-       "      <td>30</td>\n",
-       "      <td>29</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>160</td>\n",
-       "      <td>57</td>\n",
-       "      <td>159</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>107</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704382160</td>\n",
-       "      <td>37</td>\n",
-       "      <td>39</td>\n",
-       "      <td>25</td>\n",
-       "      <td>30</td>\n",
-       "      <td>29</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>160</td>\n",
-       "      <td>57</td>\n",
-       "      <td>160</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>116</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704382320</td>\n",
-       "      <td>37</td>\n",
-       "      <td>39</td>\n",
-       "      <td>25</td>\n",
-       "      <td>30</td>\n",
-       "      <td>29</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>160</td>\n",
-       "      <td>57</td>\n",
-       "      <td>160</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>127</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704382480</td>\n",
-       "      <td>37</td>\n",
-       "      <td>39</td>\n",
-       "      <td>25</td>\n",
-       "      <td>30</td>\n",
-       "      <td>29</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>160</td>\n",
-       "      <td>57</td>\n",
-       "      <td>160</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>139</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704382640</td>\n",
-       "      <td>37</td>\n",
-       "      <td>39</td>\n",
-       "      <td>25</td>\n",
-       "      <td>30</td>\n",
-       "      <td>29</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>160</td>\n",
-       "      <td>57</td>\n",
-       "      <td>160</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>152</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704382801</td>\n",
-       "      <td>37</td>\n",
-       "      <td>39</td>\n",
-       "      <td>25</td>\n",
-       "      <td>30</td>\n",
-       "      <td>29</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>160</td>\n",
-       "      <td>57</td>\n",
-       "      <td>161</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>161</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704382960</td>\n",
-       "      <td>37</td>\n",
-       "      <td>39</td>\n",
-       "      <td>25</td>\n",
-       "      <td>30</td>\n",
-       "      <td>29</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>160</td>\n",
-       "      <td>57</td>\n",
-       "      <td>159</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>171</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704383120</td>\n",
-       "      <td>37</td>\n",
-       "      <td>39</td>\n",
-       "      <td>25</td>\n",
-       "      <td>30</td>\n",
-       "      <td>29</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>160</td>\n",
-       "      <td>57</td>\n",
-       "      <td>160</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>182</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704383280</td>\n",
-       "      <td>37</td>\n",
-       "      <td>39</td>\n",
-       "      <td>25</td>\n",
-       "      <td>30</td>\n",
-       "      <td>29</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>160</td>\n",
-       "      <td>57</td>\n",
-       "      <td>160</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>191</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704383440</td>\n",
-       "      <td>37</td>\n",
-       "      <td>39</td>\n",
-       "      <td>25</td>\n",
-       "      <td>30</td>\n",
-       "      <td>29</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>160</td>\n",
-       "      <td>57</td>\n",
-       "      <td>160</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>201</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704383600</td>\n",
-       "      <td>37</td>\n",
-       "      <td>39</td>\n",
-       "      <td>25</td>\n",
-       "      <td>30</td>\n",
-       "      <td>29</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>160</td>\n",
-       "      <td>57</td>\n",
-       "      <td>160</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>213</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704383761</td>\n",
-       "      <td>37</td>\n",
-       "      <td>39</td>\n",
-       "      <td>25</td>\n",
-       "      <td>30</td>\n",
-       "      <td>29</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>160</td>\n",
-       "      <td>57</td>\n",
-       "      <td>161</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>222</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704383920</td>\n",
-       "      <td>37</td>\n",
-       "      <td>39</td>\n",
-       "      <td>25</td>\n",
-       "      <td>30</td>\n",
-       "      <td>29</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>160</td>\n",
-       "      <td>57</td>\n",
-       "      <td>159</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>232</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704384080</td>\n",
-       "      <td>37</td>\n",
-       "      <td>39</td>\n",
-       "      <td>25</td>\n",
-       "      <td>30</td>\n",
-       "      <td>29</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>160</td>\n",
-       "      <td>57</td>\n",
-       "      <td>160</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>242</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704384240</td>\n",
-       "      <td>37</td>\n",
-       "      <td>39</td>\n",
-       "      <td>25</td>\n",
-       "      <td>30</td>\n",
-       "      <td>29</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>160</td>\n",
-       "      <td>57</td>\n",
-       "      <td>160</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>253</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704384400</td>\n",
-       "      <td>37</td>\n",
-       "      <td>39</td>\n",
-       "      <td>25</td>\n",
-       "      <td>30</td>\n",
-       "      <td>29</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>160</td>\n",
-       "      <td>57</td>\n",
-       "      <td>160</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>263</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704384560</td>\n",
-       "      <td>37</td>\n",
-       "      <td>39</td>\n",
-       "      <td>25</td>\n",
-       "      <td>30</td>\n",
-       "      <td>29</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>160</td>\n",
-       "      <td>57</td>\n",
-       "      <td>160</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>272</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704384720</td>\n",
-       "      <td>37</td>\n",
-       "      <td>39</td>\n",
-       "      <td>25</td>\n",
-       "      <td>30</td>\n",
-       "      <td>29</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>160</td>\n",
-       "      <td>57</td>\n",
-       "      <td>160</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>283</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704384880</td>\n",
-       "      <td>37</td>\n",
-       "      <td>39</td>\n",
-       "      <td>25</td>\n",
-       "      <td>30</td>\n",
-       "      <td>29</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>160</td>\n",
-       "      <td>57</td>\n",
-       "      <td>160</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>308</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704385318</td>\n",
-       "      <td>37</td>\n",
-       "      <td>39</td>\n",
-       "      <td>25</td>\n",
-       "      <td>30</td>\n",
-       "      <td>29</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>160</td>\n",
-       "      <td>57</td>\n",
-       "      <td>438</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>317</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704385480</td>\n",
-       "      <td>37</td>\n",
-       "      <td>39</td>\n",
-       "      <td>25</td>\n",
-       "      <td>30</td>\n",
-       "      <td>29</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>160</td>\n",
-       "      <td>57</td>\n",
-       "      <td>162</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>326</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704385640</td>\n",
-       "      <td>37</td>\n",
-       "      <td>39</td>\n",
-       "      <td>25</td>\n",
-       "      <td>30</td>\n",
-       "      <td>29</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>160</td>\n",
-       "      <td>57</td>\n",
-       "      <td>160</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>337</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704385800</td>\n",
-       "      <td>37</td>\n",
-       "      <td>39</td>\n",
-       "      <td>25</td>\n",
-       "      <td>30</td>\n",
-       "      <td>29</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>160</td>\n",
-       "      <td>57</td>\n",
-       "      <td>160</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>346</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704385960</td>\n",
-       "      <td>37</td>\n",
-       "      <td>39</td>\n",
-       "      <td>25</td>\n",
-       "      <td>30</td>\n",
-       "      <td>29</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>160</td>\n",
-       "      <td>57</td>\n",
-       "      <td>160</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>356</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704386120</td>\n",
-       "      <td>37</td>\n",
-       "      <td>39</td>\n",
-       "      <td>25</td>\n",
-       "      <td>30</td>\n",
-       "      <td>29</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>160</td>\n",
-       "      <td>57</td>\n",
-       "      <td>160</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>366</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704386280</td>\n",
-       "      <td>37</td>\n",
-       "      <td>39</td>\n",
-       "      <td>25</td>\n",
-       "      <td>30</td>\n",
-       "      <td>29</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>160</td>\n",
-       "      <td>57</td>\n",
-       "      <td>160</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>374</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704386440</td>\n",
-       "      <td>37</td>\n",
-       "      <td>39</td>\n",
-       "      <td>25</td>\n",
-       "      <td>30</td>\n",
-       "      <td>29</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>160</td>\n",
-       "      <td>57</td>\n",
-       "      <td>160</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>383</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704386601</td>\n",
-       "      <td>37</td>\n",
-       "      <td>39</td>\n",
-       "      <td>25</td>\n",
-       "      <td>30</td>\n",
-       "      <td>29</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>160</td>\n",
-       "      <td>57</td>\n",
-       "      <td>161</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>391</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704386760</td>\n",
-       "      <td>37</td>\n",
-       "      <td>39</td>\n",
-       "      <td>25</td>\n",
-       "      <td>30</td>\n",
-       "      <td>29</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>160</td>\n",
-       "      <td>57</td>\n",
-       "      <td>159</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>400</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704386920</td>\n",
-       "      <td>37</td>\n",
-       "      <td>39</td>\n",
-       "      <td>25</td>\n",
-       "      <td>30</td>\n",
-       "      <td>29</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>160</td>\n",
-       "      <td>57</td>\n",
-       "      <td>160</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>410</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704387080</td>\n",
-       "      <td>37</td>\n",
-       "      <td>39</td>\n",
-       "      <td>25</td>\n",
-       "      <td>30</td>\n",
-       "      <td>29</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>160</td>\n",
-       "      <td>57</td>\n",
-       "      <td>160</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>420</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704387241</td>\n",
-       "      <td>37</td>\n",
-       "      <td>39</td>\n",
-       "      <td>25</td>\n",
-       "      <td>30</td>\n",
-       "      <td>29</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>160</td>\n",
-       "      <td>57</td>\n",
-       "      <td>161</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>429</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704387400</td>\n",
-       "      <td>37</td>\n",
-       "      <td>39</td>\n",
-       "      <td>25</td>\n",
-       "      <td>30</td>\n",
-       "      <td>29</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>160</td>\n",
-       "      <td>57</td>\n",
-       "      <td>159</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>438</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704387560</td>\n",
-       "      <td>37</td>\n",
-       "      <td>39</td>\n",
-       "      <td>25</td>\n",
-       "      <td>30</td>\n",
-       "      <td>29</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>160</td>\n",
-       "      <td>57</td>\n",
-       "      <td>160</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>447</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704387720</td>\n",
-       "      <td>37</td>\n",
-       "      <td>39</td>\n",
-       "      <td>25</td>\n",
-       "      <td>30</td>\n",
-       "      <td>29</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>160</td>\n",
-       "      <td>57</td>\n",
-       "      <td>160</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>455</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704387880</td>\n",
-       "      <td>37</td>\n",
-       "      <td>39</td>\n",
-       "      <td>25</td>\n",
-       "      <td>30</td>\n",
-       "      <td>29</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>160</td>\n",
-       "      <td>57</td>\n",
-       "      <td>160</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>465</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704388040</td>\n",
-       "      <td>37</td>\n",
-       "      <td>39</td>\n",
-       "      <td>25</td>\n",
-       "      <td>30</td>\n",
-       "      <td>29</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>160</td>\n",
-       "      <td>57</td>\n",
-       "      <td>160</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>477</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704388201</td>\n",
-       "      <td>37</td>\n",
-       "      <td>39</td>\n",
-       "      <td>25</td>\n",
-       "      <td>30</td>\n",
-       "      <td>29</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>160</td>\n",
-       "      <td>57</td>\n",
-       "      <td>161</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>485</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704388360</td>\n",
-       "      <td>37</td>\n",
-       "      <td>39</td>\n",
-       "      <td>25</td>\n",
-       "      <td>30</td>\n",
-       "      <td>29</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>160</td>\n",
-       "      <td>57</td>\n",
-       "      <td>159</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>495</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704388520</td>\n",
-       "      <td>37</td>\n",
-       "      <td>39</td>\n",
-       "      <td>25</td>\n",
-       "      <td>30</td>\n",
-       "      <td>29</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>160</td>\n",
-       "      <td>57</td>\n",
-       "      <td>160</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>505</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704388680</td>\n",
-       "      <td>37</td>\n",
-       "      <td>39</td>\n",
-       "      <td>25</td>\n",
-       "      <td>30</td>\n",
-       "      <td>29</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>160</td>\n",
-       "      <td>57</td>\n",
-       "      <td>160</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>513</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704388840</td>\n",
-       "      <td>37</td>\n",
-       "      <td>39</td>\n",
-       "      <td>25</td>\n",
-       "      <td>30</td>\n",
-       "      <td>29</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>160</td>\n",
-       "      <td>57</td>\n",
-       "      <td>160</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>522</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704389000</td>\n",
-       "      <td>37</td>\n",
-       "      <td>39</td>\n",
-       "      <td>25</td>\n",
-       "      <td>30</td>\n",
-       "      <td>29</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>160</td>\n",
-       "      <td>57</td>\n",
-       "      <td>160</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>531</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704389160</td>\n",
-       "      <td>37</td>\n",
-       "      <td>39</td>\n",
-       "      <td>25</td>\n",
-       "      <td>30</td>\n",
-       "      <td>29</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>160</td>\n",
-       "      <td>57</td>\n",
-       "      <td>160</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>540</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704389320</td>\n",
-       "      <td>37</td>\n",
-       "      <td>39</td>\n",
-       "      <td>25</td>\n",
-       "      <td>30</td>\n",
-       "      <td>29</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>160</td>\n",
-       "      <td>57</td>\n",
-       "      <td>160</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>550</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704389480</td>\n",
-       "      <td>37</td>\n",
-       "      <td>39</td>\n",
-       "      <td>25</td>\n",
-       "      <td>30</td>\n",
-       "      <td>29</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>160</td>\n",
-       "      <td>57</td>\n",
-       "      <td>160</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>558</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704389640</td>\n",
-       "      <td>37</td>\n",
-       "      <td>39</td>\n",
-       "      <td>25</td>\n",
-       "      <td>30</td>\n",
-       "      <td>29</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>160</td>\n",
-       "      <td>57</td>\n",
-       "      <td>160</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>568</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704389800</td>\n",
-       "      <td>37</td>\n",
-       "      <td>39</td>\n",
-       "      <td>25</td>\n",
-       "      <td>30</td>\n",
-       "      <td>29</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>160</td>\n",
-       "      <td>57</td>\n",
-       "      <td>160</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>577</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704389960</td>\n",
-       "      <td>37</td>\n",
-       "      <td>39</td>\n",
-       "      <td>25</td>\n",
-       "      <td>30</td>\n",
-       "      <td>29</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>160</td>\n",
-       "      <td>57</td>\n",
-       "      <td>160</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>586</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704390121</td>\n",
-       "      <td>37</td>\n",
-       "      <td>39</td>\n",
-       "      <td>25</td>\n",
-       "      <td>30</td>\n",
-       "      <td>29</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>160</td>\n",
-       "      <td>57</td>\n",
-       "      <td>161</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>595</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704390280</td>\n",
-       "      <td>37</td>\n",
-       "      <td>39</td>\n",
-       "      <td>25</td>\n",
-       "      <td>30</td>\n",
-       "      <td>29</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>160</td>\n",
-       "      <td>57</td>\n",
-       "      <td>159</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>604</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704390440</td>\n",
-       "      <td>37</td>\n",
-       "      <td>39</td>\n",
-       "      <td>25</td>\n",
-       "      <td>30</td>\n",
-       "      <td>29</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>160</td>\n",
-       "      <td>57</td>\n",
-       "      <td>160</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>614</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704390600</td>\n",
-       "      <td>37</td>\n",
-       "      <td>39</td>\n",
-       "      <td>25</td>\n",
-       "      <td>30</td>\n",
-       "      <td>29</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>160</td>\n",
-       "      <td>57</td>\n",
-       "      <td>160</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>624</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704390761</td>\n",
-       "      <td>37</td>\n",
-       "      <td>39</td>\n",
-       "      <td>25</td>\n",
-       "      <td>30</td>\n",
-       "      <td>29</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>160</td>\n",
-       "      <td>57</td>\n",
-       "      <td>161</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>635</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704390920</td>\n",
-       "      <td>37</td>\n",
-       "      <td>39</td>\n",
-       "      <td>25</td>\n",
-       "      <td>30</td>\n",
-       "      <td>29</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>160</td>\n",
-       "      <td>57</td>\n",
-       "      <td>159</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>644</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704391080</td>\n",
-       "      <td>37</td>\n",
-       "      <td>39</td>\n",
-       "      <td>25</td>\n",
-       "      <td>30</td>\n",
-       "      <td>29</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>160</td>\n",
-       "      <td>57</td>\n",
-       "      <td>160</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>652</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704391240</td>\n",
-       "      <td>37</td>\n",
-       "      <td>39</td>\n",
-       "      <td>25</td>\n",
-       "      <td>30</td>\n",
-       "      <td>29</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>160</td>\n",
-       "      <td>57</td>\n",
-       "      <td>160</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>661</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704391400</td>\n",
-       "      <td>37</td>\n",
-       "      <td>39</td>\n",
-       "      <td>25</td>\n",
-       "      <td>30</td>\n",
-       "      <td>29</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>160</td>\n",
-       "      <td>57</td>\n",
-       "      <td>160</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>673</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704391560</td>\n",
-       "      <td>37</td>\n",
-       "      <td>39</td>\n",
-       "      <td>25</td>\n",
-       "      <td>30</td>\n",
-       "      <td>29</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>160</td>\n",
-       "      <td>57</td>\n",
-       "      <td>160</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>682</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704391720</td>\n",
-       "      <td>37</td>\n",
-       "      <td>39</td>\n",
-       "      <td>25</td>\n",
-       "      <td>30</td>\n",
-       "      <td>29</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>160</td>\n",
-       "      <td>57</td>\n",
-       "      <td>160</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>691</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704391880</td>\n",
-       "      <td>37</td>\n",
-       "      <td>39</td>\n",
-       "      <td>25</td>\n",
-       "      <td>30</td>\n",
-       "      <td>29</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>160</td>\n",
-       "      <td>57</td>\n",
-       "      <td>160</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>701</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704392040</td>\n",
-       "      <td>37</td>\n",
-       "      <td>39</td>\n",
-       "      <td>25</td>\n",
-       "      <td>30</td>\n",
-       "      <td>29</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>160</td>\n",
-       "      <td>57</td>\n",
-       "      <td>160</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>711</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704392200</td>\n",
-       "      <td>37</td>\n",
-       "      <td>39</td>\n",
-       "      <td>25</td>\n",
-       "      <td>30</td>\n",
-       "      <td>29</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>160</td>\n",
-       "      <td>57</td>\n",
-       "      <td>160</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>719</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704392360</td>\n",
-       "      <td>37</td>\n",
-       "      <td>39</td>\n",
-       "      <td>25</td>\n",
-       "      <td>30</td>\n",
-       "      <td>29</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>160</td>\n",
-       "      <td>57</td>\n",
-       "      <td>160</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>728</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704392520</td>\n",
-       "      <td>37</td>\n",
-       "      <td>39</td>\n",
-       "      <td>25</td>\n",
-       "      <td>30</td>\n",
-       "      <td>29</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>160</td>\n",
-       "      <td>57</td>\n",
-       "      <td>160</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>737</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704392680</td>\n",
-       "      <td>37</td>\n",
-       "      <td>39</td>\n",
-       "      <td>25</td>\n",
-       "      <td>30</td>\n",
-       "      <td>29</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>160</td>\n",
-       "      <td>57</td>\n",
-       "      <td>160</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>746</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704392840</td>\n",
-       "      <td>37</td>\n",
-       "      <td>39</td>\n",
-       "      <td>25</td>\n",
-       "      <td>30</td>\n",
-       "      <td>29</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>160</td>\n",
-       "      <td>57</td>\n",
-       "      <td>160</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>756</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704393000</td>\n",
-       "      <td>37</td>\n",
-       "      <td>39</td>\n",
-       "      <td>25</td>\n",
-       "      <td>30</td>\n",
-       "      <td>29</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>160</td>\n",
-       "      <td>57</td>\n",
-       "      <td>160</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>766</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704393160</td>\n",
-       "      <td>37</td>\n",
-       "      <td>39</td>\n",
-       "      <td>25</td>\n",
-       "      <td>30</td>\n",
-       "      <td>29</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>160</td>\n",
-       "      <td>57</td>\n",
-       "      <td>160</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>774</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704393320</td>\n",
-       "      <td>37</td>\n",
-       "      <td>39</td>\n",
-       "      <td>25</td>\n",
-       "      <td>30</td>\n",
-       "      <td>29</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>160</td>\n",
-       "      <td>57</td>\n",
-       "      <td>160</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>783</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704393480</td>\n",
-       "      <td>37</td>\n",
-       "      <td>39</td>\n",
-       "      <td>25</td>\n",
-       "      <td>30</td>\n",
-       "      <td>29</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>160</td>\n",
-       "      <td>57</td>\n",
-       "      <td>160</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>793</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704393640</td>\n",
-       "      <td>37</td>\n",
-       "      <td>39</td>\n",
-       "      <td>25</td>\n",
-       "      <td>30</td>\n",
-       "      <td>29</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>160</td>\n",
-       "      <td>57</td>\n",
-       "      <td>160</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>802</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704393801</td>\n",
-       "      <td>37</td>\n",
-       "      <td>39</td>\n",
-       "      <td>25</td>\n",
-       "      <td>30</td>\n",
-       "      <td>29</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>160</td>\n",
-       "      <td>57</td>\n",
-       "      <td>161</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>812</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704393960</td>\n",
-       "      <td>37</td>\n",
-       "      <td>39</td>\n",
-       "      <td>25</td>\n",
-       "      <td>30</td>\n",
-       "      <td>29</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>160</td>\n",
-       "      <td>57</td>\n",
-       "      <td>159</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>823</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704394120</td>\n",
-       "      <td>37</td>\n",
-       "      <td>39</td>\n",
-       "      <td>25</td>\n",
-       "      <td>30</td>\n",
-       "      <td>29</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>160</td>\n",
-       "      <td>57</td>\n",
-       "      <td>160</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>833</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704394280</td>\n",
-       "      <td>37</td>\n",
-       "      <td>39</td>\n",
-       "      <td>25</td>\n",
-       "      <td>30</td>\n",
-       "      <td>29</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>160</td>\n",
-       "      <td>57</td>\n",
-       "      <td>160</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>842</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704394440</td>\n",
-       "      <td>37</td>\n",
-       "      <td>39</td>\n",
-       "      <td>25</td>\n",
-       "      <td>30</td>\n",
-       "      <td>29</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>160</td>\n",
-       "      <td>57</td>\n",
-       "      <td>160</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>853</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704394600</td>\n",
-       "      <td>37</td>\n",
-       "      <td>39</td>\n",
-       "      <td>25</td>\n",
-       "      <td>30</td>\n",
-       "      <td>29</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>160</td>\n",
-       "      <td>57</td>\n",
-       "      <td>160</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>863</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704394760</td>\n",
-       "      <td>37</td>\n",
-       "      <td>39</td>\n",
-       "      <td>25</td>\n",
-       "      <td>30</td>\n",
-       "      <td>29</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>160</td>\n",
-       "      <td>57</td>\n",
-       "      <td>160</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>872</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704394920</td>\n",
-       "      <td>37</td>\n",
-       "      <td>39</td>\n",
-       "      <td>25</td>\n",
-       "      <td>30</td>\n",
-       "      <td>29</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>160</td>\n",
-       "      <td>57</td>\n",
-       "      <td>160</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>884</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704395079</td>\n",
-       "      <td>37</td>\n",
-       "      <td>39</td>\n",
-       "      <td>25</td>\n",
-       "      <td>30</td>\n",
-       "      <td>29</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>160</td>\n",
-       "      <td>57</td>\n",
-       "      <td>159</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>895</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704395240</td>\n",
-       "      <td>37</td>\n",
-       "      <td>39</td>\n",
-       "      <td>25</td>\n",
-       "      <td>30</td>\n",
-       "      <td>29</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>160</td>\n",
-       "      <td>57</td>\n",
-       "      <td>161</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>904</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704395400</td>\n",
-       "      <td>37</td>\n",
-       "      <td>39</td>\n",
-       "      <td>25</td>\n",
-       "      <td>30</td>\n",
-       "      <td>29</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>160</td>\n",
-       "      <td>57</td>\n",
-       "      <td>160</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>916</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704395559</td>\n",
-       "      <td>37</td>\n",
-       "      <td>39</td>\n",
-       "      <td>25</td>\n",
-       "      <td>30</td>\n",
-       "      <td>29</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>160</td>\n",
-       "      <td>57</td>\n",
-       "      <td>159</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>925</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704395720</td>\n",
-       "      <td>37</td>\n",
-       "      <td>39</td>\n",
-       "      <td>25</td>\n",
-       "      <td>30</td>\n",
-       "      <td>29</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>160</td>\n",
-       "      <td>57</td>\n",
-       "      <td>161</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>937</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704395880</td>\n",
-       "      <td>37</td>\n",
-       "      <td>39</td>\n",
-       "      <td>25</td>\n",
-       "      <td>30</td>\n",
-       "      <td>29</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>160</td>\n",
-       "      <td>57</td>\n",
-       "      <td>160</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>948</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704396041</td>\n",
-       "      <td>37</td>\n",
-       "      <td>39</td>\n",
-       "      <td>25</td>\n",
-       "      <td>30</td>\n",
-       "      <td>29</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>160</td>\n",
-       "      <td>57</td>\n",
-       "      <td>161</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>958</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704396200</td>\n",
-       "      <td>37</td>\n",
-       "      <td>39</td>\n",
-       "      <td>25</td>\n",
-       "      <td>30</td>\n",
-       "      <td>29</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>160</td>\n",
-       "      <td>57</td>\n",
-       "      <td>159</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>968</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704396360</td>\n",
-       "      <td>37</td>\n",
-       "      <td>39</td>\n",
-       "      <td>25</td>\n",
-       "      <td>30</td>\n",
-       "      <td>29</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>160</td>\n",
-       "      <td>57</td>\n",
-       "      <td>160</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>979</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704396519</td>\n",
-       "      <td>37</td>\n",
-       "      <td>39</td>\n",
-       "      <td>25</td>\n",
-       "      <td>30</td>\n",
-       "      <td>29</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>160</td>\n",
-       "      <td>57</td>\n",
-       "      <td>159</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>988</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704396680</td>\n",
-       "      <td>37</td>\n",
-       "      <td>39</td>\n",
-       "      <td>25</td>\n",
-       "      <td>30</td>\n",
-       "      <td>29</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>160</td>\n",
-       "      <td>57</td>\n",
-       "      <td>161</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>998</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704396840</td>\n",
-       "      <td>37</td>\n",
-       "      <td>39</td>\n",
-       "      <td>25</td>\n",
-       "      <td>30</td>\n",
-       "      <td>29</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>160</td>\n",
-       "      <td>57</td>\n",
-       "      <td>160</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1009</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704397000</td>\n",
-       "      <td>37</td>\n",
-       "      <td>39</td>\n",
-       "      <td>25</td>\n",
-       "      <td>30</td>\n",
-       "      <td>29</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>160</td>\n",
-       "      <td>57</td>\n",
-       "      <td>160</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1019</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704397160</td>\n",
-       "      <td>37</td>\n",
-       "      <td>39</td>\n",
-       "      <td>25</td>\n",
-       "      <td>30</td>\n",
-       "      <td>29</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>160</td>\n",
-       "      <td>57</td>\n",
-       "      <td>160</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1029</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704397319</td>\n",
-       "      <td>37</td>\n",
-       "      <td>39</td>\n",
-       "      <td>25</td>\n",
-       "      <td>30</td>\n",
-       "      <td>29</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>160</td>\n",
-       "      <td>57</td>\n",
-       "      <td>159</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1042</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704397480</td>\n",
-       "      <td>37</td>\n",
-       "      <td>39</td>\n",
-       "      <td>25</td>\n",
-       "      <td>30</td>\n",
-       "      <td>29</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>160</td>\n",
-       "      <td>57</td>\n",
-       "      <td>161</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1051</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704397640</td>\n",
-       "      <td>37</td>\n",
-       "      <td>39</td>\n",
-       "      <td>25</td>\n",
-       "      <td>30</td>\n",
-       "      <td>29</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>160</td>\n",
-       "      <td>57</td>\n",
-       "      <td>160</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1060</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704397800</td>\n",
-       "      <td>37</td>\n",
-       "      <td>39</td>\n",
-       "      <td>25</td>\n",
-       "      <td>30</td>\n",
-       "      <td>29</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>160</td>\n",
-       "      <td>57</td>\n",
-       "      <td>160</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1072</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704397959</td>\n",
-       "      <td>37</td>\n",
-       "      <td>39</td>\n",
-       "      <td>25</td>\n",
-       "      <td>30</td>\n",
-       "      <td>29</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>160</td>\n",
-       "      <td>57</td>\n",
-       "      <td>159</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1082</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704398120</td>\n",
-       "      <td>37</td>\n",
-       "      <td>39</td>\n",
-       "      <td>25</td>\n",
-       "      <td>30</td>\n",
-       "      <td>29</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>160</td>\n",
-       "      <td>57</td>\n",
-       "      <td>161</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1092</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704398280</td>\n",
-       "      <td>37</td>\n",
-       "      <td>39</td>\n",
-       "      <td>25</td>\n",
-       "      <td>30</td>\n",
-       "      <td>29</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>160</td>\n",
-       "      <td>57</td>\n",
-       "      <td>160</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1103</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704398440</td>\n",
-       "      <td>37</td>\n",
-       "      <td>39</td>\n",
-       "      <td>25</td>\n",
-       "      <td>30</td>\n",
-       "      <td>29</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>160</td>\n",
-       "      <td>57</td>\n",
-       "      <td>160</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1114</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704398600</td>\n",
-       "      <td>37</td>\n",
-       "      <td>39</td>\n",
-       "      <td>25</td>\n",
-       "      <td>30</td>\n",
-       "      <td>29</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>160</td>\n",
-       "      <td>57</td>\n",
-       "      <td>160</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1124</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704398760</td>\n",
-       "      <td>37</td>\n",
-       "      <td>39</td>\n",
-       "      <td>25</td>\n",
-       "      <td>30</td>\n",
-       "      <td>29</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>160</td>\n",
-       "      <td>57</td>\n",
-       "      <td>160</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1134</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704398920</td>\n",
-       "      <td>37</td>\n",
-       "      <td>39</td>\n",
-       "      <td>25</td>\n",
-       "      <td>30</td>\n",
-       "      <td>29</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>160</td>\n",
-       "      <td>57</td>\n",
-       "      <td>160</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1143</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704399080</td>\n",
-       "      <td>37</td>\n",
-       "      <td>39</td>\n",
-       "      <td>25</td>\n",
-       "      <td>30</td>\n",
-       "      <td>29</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>160</td>\n",
-       "      <td>57</td>\n",
-       "      <td>160</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1154</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704399240</td>\n",
-       "      <td>37</td>\n",
-       "      <td>39</td>\n",
-       "      <td>25</td>\n",
-       "      <td>30</td>\n",
-       "      <td>29</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>160</td>\n",
-       "      <td>57</td>\n",
-       "      <td>160</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1165</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704399400</td>\n",
-       "      <td>37</td>\n",
-       "      <td>39</td>\n",
-       "      <td>25</td>\n",
-       "      <td>30</td>\n",
-       "      <td>29</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>160</td>\n",
-       "      <td>57</td>\n",
-       "      <td>160</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1176</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704399561</td>\n",
-       "      <td>37</td>\n",
-       "      <td>39</td>\n",
-       "      <td>25</td>\n",
-       "      <td>30</td>\n",
-       "      <td>29</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>160</td>\n",
-       "      <td>57</td>\n",
-       "      <td>161</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1186</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704399720</td>\n",
-       "      <td>37</td>\n",
-       "      <td>39</td>\n",
-       "      <td>25</td>\n",
-       "      <td>30</td>\n",
-       "      <td>29</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>160</td>\n",
-       "      <td>57</td>\n",
-       "      <td>159</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1196</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704399880</td>\n",
-       "      <td>37</td>\n",
-       "      <td>39</td>\n",
-       "      <td>25</td>\n",
-       "      <td>30</td>\n",
-       "      <td>29</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>160</td>\n",
-       "      <td>57</td>\n",
-       "      <td>160</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1205</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704400040</td>\n",
-       "      <td>37</td>\n",
-       "      <td>39</td>\n",
-       "      <td>25</td>\n",
-       "      <td>30</td>\n",
-       "      <td>29</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>160</td>\n",
-       "      <td>57</td>\n",
-       "      <td>160</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1214</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704400200</td>\n",
-       "      <td>37</td>\n",
-       "      <td>39</td>\n",
-       "      <td>25</td>\n",
-       "      <td>30</td>\n",
-       "      <td>29</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>160</td>\n",
-       "      <td>57</td>\n",
-       "      <td>160</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1226</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704400359</td>\n",
-       "      <td>37</td>\n",
-       "      <td>39</td>\n",
-       "      <td>25</td>\n",
-       "      <td>30</td>\n",
-       "      <td>29</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>160</td>\n",
-       "      <td>57</td>\n",
-       "      <td>159</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1236</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704400520</td>\n",
-       "      <td>37</td>\n",
-       "      <td>39</td>\n",
-       "      <td>25</td>\n",
-       "      <td>30</td>\n",
-       "      <td>29</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>160</td>\n",
-       "      <td>57</td>\n",
-       "      <td>161</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1246</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704400679</td>\n",
-       "      <td>37</td>\n",
-       "      <td>39</td>\n",
-       "      <td>25</td>\n",
-       "      <td>30</td>\n",
-       "      <td>29</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>160</td>\n",
-       "      <td>57</td>\n",
-       "      <td>159</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1259</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704400840</td>\n",
-       "      <td>37</td>\n",
-       "      <td>39</td>\n",
-       "      <td>25</td>\n",
-       "      <td>30</td>\n",
-       "      <td>29</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>160</td>\n",
-       "      <td>57</td>\n",
-       "      <td>161</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1268</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704401000</td>\n",
-       "      <td>37</td>\n",
-       "      <td>39</td>\n",
-       "      <td>25</td>\n",
-       "      <td>30</td>\n",
-       "      <td>29</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>160</td>\n",
-       "      <td>57</td>\n",
-       "      <td>160</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1278</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704401160</td>\n",
-       "      <td>37</td>\n",
-       "      <td>39</td>\n",
-       "      <td>25</td>\n",
-       "      <td>30</td>\n",
-       "      <td>29</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>160</td>\n",
-       "      <td>57</td>\n",
-       "      <td>160</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1288</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704401320</td>\n",
-       "      <td>37</td>\n",
-       "      <td>39</td>\n",
-       "      <td>25</td>\n",
-       "      <td>30</td>\n",
-       "      <td>29</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>160</td>\n",
-       "      <td>57</td>\n",
-       "      <td>160</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1297</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704401480</td>\n",
-       "      <td>37</td>\n",
-       "      <td>39</td>\n",
-       "      <td>25</td>\n",
-       "      <td>30</td>\n",
-       "      <td>29</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>160</td>\n",
-       "      <td>57</td>\n",
-       "      <td>160</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1305</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704401640</td>\n",
-       "      <td>37</td>\n",
-       "      <td>39</td>\n",
-       "      <td>25</td>\n",
-       "      <td>30</td>\n",
-       "      <td>29</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>160</td>\n",
-       "      <td>57</td>\n",
-       "      <td>160</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1318</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704401800</td>\n",
-       "      <td>37</td>\n",
-       "      <td>39</td>\n",
-       "      <td>25</td>\n",
-       "      <td>30</td>\n",
-       "      <td>29</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>160</td>\n",
-       "      <td>57</td>\n",
-       "      <td>160</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1326</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704401960</td>\n",
-       "      <td>37</td>\n",
-       "      <td>39</td>\n",
-       "      <td>25</td>\n",
-       "      <td>30</td>\n",
-       "      <td>29</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>160</td>\n",
-       "      <td>57</td>\n",
-       "      <td>160</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1334</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704402120</td>\n",
-       "      <td>37</td>\n",
-       "      <td>39</td>\n",
-       "      <td>25</td>\n",
-       "      <td>30</td>\n",
-       "      <td>29</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>160</td>\n",
-       "      <td>57</td>\n",
-       "      <td>160</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1342</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704402281</td>\n",
-       "      <td>37</td>\n",
-       "      <td>39</td>\n",
-       "      <td>25</td>\n",
-       "      <td>30</td>\n",
-       "      <td>29</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>160</td>\n",
-       "      <td>57</td>\n",
-       "      <td>161</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1349</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704402440</td>\n",
-       "      <td>37</td>\n",
-       "      <td>39</td>\n",
-       "      <td>25</td>\n",
-       "      <td>30</td>\n",
-       "      <td>29</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>160</td>\n",
-       "      <td>57</td>\n",
-       "      <td>159</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1356</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704402600</td>\n",
-       "      <td>37</td>\n",
-       "      <td>39</td>\n",
-       "      <td>25</td>\n",
-       "      <td>30</td>\n",
-       "      <td>29</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>160</td>\n",
-       "      <td>57</td>\n",
-       "      <td>160</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1365</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704402760</td>\n",
-       "      <td>37</td>\n",
-       "      <td>39</td>\n",
-       "      <td>25</td>\n",
-       "      <td>30</td>\n",
-       "      <td>29</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>160</td>\n",
-       "      <td>57</td>\n",
-       "      <td>160</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1373</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704402920</td>\n",
-       "      <td>37</td>\n",
-       "      <td>39</td>\n",
-       "      <td>25</td>\n",
-       "      <td>30</td>\n",
-       "      <td>29</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>160</td>\n",
-       "      <td>57</td>\n",
-       "      <td>160</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1382</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704403079</td>\n",
-       "      <td>37</td>\n",
-       "      <td>39</td>\n",
-       "      <td>25</td>\n",
-       "      <td>30</td>\n",
-       "      <td>29</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>160</td>\n",
-       "      <td>57</td>\n",
-       "      <td>159</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1389</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704403240</td>\n",
-       "      <td>37</td>\n",
-       "      <td>39</td>\n",
-       "      <td>25</td>\n",
-       "      <td>30</td>\n",
-       "      <td>29</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>160</td>\n",
-       "      <td>57</td>\n",
-       "      <td>161</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1396</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704403400</td>\n",
-       "      <td>37</td>\n",
-       "      <td>39</td>\n",
-       "      <td>25</td>\n",
-       "      <td>30</td>\n",
-       "      <td>29</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>160</td>\n",
-       "      <td>57</td>\n",
-       "      <td>160</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1404</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704403560</td>\n",
-       "      <td>37</td>\n",
-       "      <td>39</td>\n",
-       "      <td>25</td>\n",
-       "      <td>30</td>\n",
-       "      <td>29</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>160</td>\n",
-       "      <td>57</td>\n",
-       "      <td>160</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1412</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704403720</td>\n",
-       "      <td>37</td>\n",
-       "      <td>39</td>\n",
-       "      <td>25</td>\n",
-       "      <td>30</td>\n",
-       "      <td>29</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>160</td>\n",
-       "      <td>57</td>\n",
-       "      <td>160</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1419</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704403880</td>\n",
-       "      <td>37</td>\n",
-       "      <td>39</td>\n",
-       "      <td>25</td>\n",
-       "      <td>30</td>\n",
-       "      <td>29</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>160</td>\n",
-       "      <td>57</td>\n",
-       "      <td>160</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1427</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704404040</td>\n",
-       "      <td>37</td>\n",
-       "      <td>39</td>\n",
-       "      <td>25</td>\n",
-       "      <td>30</td>\n",
-       "      <td>29</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>160</td>\n",
-       "      <td>57</td>\n",
-       "      <td>160</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1436</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704404200</td>\n",
-       "      <td>37</td>\n",
-       "      <td>39</td>\n",
-       "      <td>25</td>\n",
-       "      <td>30</td>\n",
-       "      <td>29</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>160</td>\n",
-       "      <td>57</td>\n",
-       "      <td>160</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1443</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704404360</td>\n",
-       "      <td>37</td>\n",
-       "      <td>39</td>\n",
-       "      <td>25</td>\n",
-       "      <td>30</td>\n",
-       "      <td>29</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>160</td>\n",
-       "      <td>57</td>\n",
-       "      <td>160</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1450</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704404520</td>\n",
-       "      <td>37</td>\n",
-       "      <td>39</td>\n",
-       "      <td>25</td>\n",
-       "      <td>30</td>\n",
-       "      <td>29</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>160</td>\n",
-       "      <td>57</td>\n",
-       "      <td>160</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1457</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704404680</td>\n",
-       "      <td>37</td>\n",
-       "      <td>39</td>\n",
-       "      <td>25</td>\n",
-       "      <td>30</td>\n",
-       "      <td>29</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>160</td>\n",
-       "      <td>57</td>\n",
-       "      <td>160</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1464</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704404840</td>\n",
-       "      <td>37</td>\n",
-       "      <td>39</td>\n",
-       "      <td>25</td>\n",
-       "      <td>30</td>\n",
-       "      <td>29</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>160</td>\n",
-       "      <td>57</td>\n",
-       "      <td>160</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1472</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704405000</td>\n",
-       "      <td>37</td>\n",
-       "      <td>39</td>\n",
-       "      <td>25</td>\n",
-       "      <td>30</td>\n",
-       "      <td>29</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>160</td>\n",
-       "      <td>57</td>\n",
-       "      <td>160</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1481</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704405161</td>\n",
-       "      <td>37</td>\n",
-       "      <td>39</td>\n",
-       "      <td>25</td>\n",
-       "      <td>30</td>\n",
-       "      <td>29</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>160</td>\n",
-       "      <td>57</td>\n",
-       "      <td>161</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1489</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704405320</td>\n",
-       "      <td>37</td>\n",
-       "      <td>39</td>\n",
-       "      <td>25</td>\n",
-       "      <td>30</td>\n",
-       "      <td>29</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>160</td>\n",
-       "      <td>57</td>\n",
-       "      <td>159</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1497</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704405479</td>\n",
-       "      <td>37</td>\n",
-       "      <td>39</td>\n",
-       "      <td>25</td>\n",
-       "      <td>30</td>\n",
-       "      <td>29</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>160</td>\n",
-       "      <td>57</td>\n",
-       "      <td>159</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1504</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704405640</td>\n",
-       "      <td>37</td>\n",
-       "      <td>39</td>\n",
-       "      <td>25</td>\n",
-       "      <td>30</td>\n",
-       "      <td>29</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>160</td>\n",
-       "      <td>57</td>\n",
-       "      <td>161</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1511</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704405810</td>\n",
-       "      <td>40</td>\n",
-       "      <td>42</td>\n",
-       "      <td>29</td>\n",
-       "      <td>26</td>\n",
-       "      <td>33</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>170</td>\n",
-       "      <td>40</td>\n",
-       "      <td>170</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1518</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704405980</td>\n",
-       "      <td>40</td>\n",
-       "      <td>42</td>\n",
-       "      <td>29</td>\n",
-       "      <td>26</td>\n",
-       "      <td>33</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>170</td>\n",
-       "      <td>40</td>\n",
-       "      <td>170</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1525</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704406150</td>\n",
-       "      <td>40</td>\n",
-       "      <td>42</td>\n",
-       "      <td>29</td>\n",
-       "      <td>26</td>\n",
-       "      <td>33</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>170</td>\n",
-       "      <td>40</td>\n",
-       "      <td>170</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1534</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704406320</td>\n",
-       "      <td>40</td>\n",
-       "      <td>42</td>\n",
-       "      <td>29</td>\n",
-       "      <td>26</td>\n",
-       "      <td>33</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>170</td>\n",
-       "      <td>40</td>\n",
-       "      <td>170</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1542</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704406490</td>\n",
-       "      <td>40</td>\n",
-       "      <td>42</td>\n",
-       "      <td>29</td>\n",
-       "      <td>26</td>\n",
-       "      <td>33</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>170</td>\n",
-       "      <td>40</td>\n",
-       "      <td>170</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1551</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704406660</td>\n",
-       "      <td>40</td>\n",
-       "      <td>42</td>\n",
-       "      <td>29</td>\n",
-       "      <td>26</td>\n",
-       "      <td>33</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>170</td>\n",
-       "      <td>40</td>\n",
-       "      <td>170</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1559</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704406830</td>\n",
-       "      <td>40</td>\n",
-       "      <td>42</td>\n",
-       "      <td>29</td>\n",
-       "      <td>26</td>\n",
-       "      <td>33</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>170</td>\n",
-       "      <td>40</td>\n",
-       "      <td>170</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1567</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704407001</td>\n",
-       "      <td>40</td>\n",
-       "      <td>42</td>\n",
-       "      <td>29</td>\n",
-       "      <td>26</td>\n",
-       "      <td>33</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>170</td>\n",
-       "      <td>40</td>\n",
-       "      <td>171</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1575</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704407170</td>\n",
-       "      <td>40</td>\n",
-       "      <td>42</td>\n",
-       "      <td>29</td>\n",
-       "      <td>26</td>\n",
-       "      <td>33</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>170</td>\n",
-       "      <td>40</td>\n",
-       "      <td>169</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1585</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704407340</td>\n",
-       "      <td>40</td>\n",
-       "      <td>42</td>\n",
-       "      <td>29</td>\n",
-       "      <td>26</td>\n",
-       "      <td>33</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>170</td>\n",
-       "      <td>40</td>\n",
-       "      <td>170</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1593</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704407510</td>\n",
-       "      <td>40</td>\n",
-       "      <td>42</td>\n",
-       "      <td>29</td>\n",
-       "      <td>26</td>\n",
-       "      <td>33</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>170</td>\n",
-       "      <td>40</td>\n",
-       "      <td>170</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1601</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704407680</td>\n",
-       "      <td>40</td>\n",
-       "      <td>42</td>\n",
-       "      <td>29</td>\n",
-       "      <td>26</td>\n",
-       "      <td>33</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>170</td>\n",
-       "      <td>40</td>\n",
-       "      <td>170</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1610</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704407850</td>\n",
-       "      <td>40</td>\n",
-       "      <td>42</td>\n",
-       "      <td>29</td>\n",
-       "      <td>26</td>\n",
-       "      <td>33</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>170</td>\n",
-       "      <td>40</td>\n",
-       "      <td>170</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1618</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704408020</td>\n",
-       "      <td>40</td>\n",
-       "      <td>42</td>\n",
-       "      <td>29</td>\n",
-       "      <td>26</td>\n",
-       "      <td>33</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>170</td>\n",
-       "      <td>40</td>\n",
-       "      <td>170</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1626</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704408190</td>\n",
-       "      <td>40</td>\n",
-       "      <td>42</td>\n",
-       "      <td>29</td>\n",
-       "      <td>26</td>\n",
-       "      <td>33</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>170</td>\n",
-       "      <td>40</td>\n",
-       "      <td>170</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2189</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704419580</td>\n",
-       "      <td>40</td>\n",
-       "      <td>42</td>\n",
-       "      <td>29</td>\n",
-       "      <td>26</td>\n",
-       "      <td>33</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>170</td>\n",
-       "      <td>40</td>\n",
-       "      <td>11390</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2198</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704419760</td>\n",
-       "      <td>43</td>\n",
-       "      <td>45</td>\n",
-       "      <td>33</td>\n",
-       "      <td>22</td>\n",
-       "      <td>37</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>180</td>\n",
-       "      <td>28</td>\n",
-       "      <td>180</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2208</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704419940</td>\n",
-       "      <td>43</td>\n",
-       "      <td>45</td>\n",
-       "      <td>33</td>\n",
-       "      <td>22</td>\n",
-       "      <td>37</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>180</td>\n",
-       "      <td>28</td>\n",
-       "      <td>180</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2219</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704420120</td>\n",
-       "      <td>43</td>\n",
-       "      <td>45</td>\n",
-       "      <td>33</td>\n",
-       "      <td>22</td>\n",
-       "      <td>37</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>180</td>\n",
-       "      <td>28</td>\n",
-       "      <td>180</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2230</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704420301</td>\n",
-       "      <td>43</td>\n",
-       "      <td>45</td>\n",
-       "      <td>33</td>\n",
-       "      <td>22</td>\n",
-       "      <td>37</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>180</td>\n",
-       "      <td>28</td>\n",
-       "      <td>181</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2240</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704420480</td>\n",
-       "      <td>43</td>\n",
-       "      <td>45</td>\n",
-       "      <td>33</td>\n",
-       "      <td>22</td>\n",
-       "      <td>37</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>180</td>\n",
-       "      <td>28</td>\n",
-       "      <td>179</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2250</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704420661</td>\n",
-       "      <td>43</td>\n",
-       "      <td>45</td>\n",
-       "      <td>33</td>\n",
-       "      <td>22</td>\n",
-       "      <td>37</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>180</td>\n",
-       "      <td>28</td>\n",
-       "      <td>181</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2258</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704420840</td>\n",
-       "      <td>43</td>\n",
-       "      <td>45</td>\n",
-       "      <td>33</td>\n",
-       "      <td>22</td>\n",
-       "      <td>37</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>180</td>\n",
-       "      <td>28</td>\n",
-       "      <td>179</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2267</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704421020</td>\n",
-       "      <td>43</td>\n",
-       "      <td>45</td>\n",
-       "      <td>33</td>\n",
-       "      <td>22</td>\n",
-       "      <td>37</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>180</td>\n",
-       "      <td>28</td>\n",
-       "      <td>180</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2278</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704421201</td>\n",
-       "      <td>43</td>\n",
-       "      <td>45</td>\n",
-       "      <td>33</td>\n",
-       "      <td>22</td>\n",
-       "      <td>37</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>180</td>\n",
-       "      <td>28</td>\n",
-       "      <td>181</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2288</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704421380</td>\n",
-       "      <td>43</td>\n",
-       "      <td>45</td>\n",
-       "      <td>33</td>\n",
-       "      <td>22</td>\n",
-       "      <td>37</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>180</td>\n",
-       "      <td>28</td>\n",
-       "      <td>179</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2297</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704421560</td>\n",
-       "      <td>43</td>\n",
-       "      <td>45</td>\n",
-       "      <td>33</td>\n",
-       "      <td>22</td>\n",
-       "      <td>37</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>180</td>\n",
-       "      <td>28</td>\n",
-       "      <td>180</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2306</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704421740</td>\n",
-       "      <td>43</td>\n",
-       "      <td>45</td>\n",
-       "      <td>33</td>\n",
-       "      <td>22</td>\n",
-       "      <td>37</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>180</td>\n",
-       "      <td>28</td>\n",
-       "      <td>180</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2316</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704421920</td>\n",
-       "      <td>43</td>\n",
-       "      <td>45</td>\n",
-       "      <td>33</td>\n",
-       "      <td>22</td>\n",
-       "      <td>37</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>180</td>\n",
-       "      <td>28</td>\n",
-       "      <td>180</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2326</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704422100</td>\n",
-       "      <td>43</td>\n",
-       "      <td>45</td>\n",
-       "      <td>33</td>\n",
-       "      <td>22</td>\n",
-       "      <td>37</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>180</td>\n",
-       "      <td>28</td>\n",
-       "      <td>180</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2336</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704422280</td>\n",
-       "      <td>43</td>\n",
-       "      <td>45</td>\n",
-       "      <td>33</td>\n",
-       "      <td>22</td>\n",
-       "      <td>37</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>180</td>\n",
-       "      <td>28</td>\n",
-       "      <td>180</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2347</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704422460</td>\n",
-       "      <td>43</td>\n",
-       "      <td>45</td>\n",
-       "      <td>33</td>\n",
-       "      <td>22</td>\n",
-       "      <td>37</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>180</td>\n",
-       "      <td>28</td>\n",
-       "      <td>180</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2356</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704422640</td>\n",
-       "      <td>43</td>\n",
-       "      <td>45</td>\n",
-       "      <td>33</td>\n",
-       "      <td>22</td>\n",
-       "      <td>37</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>180</td>\n",
-       "      <td>28</td>\n",
-       "      <td>180</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2364</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704422820</td>\n",
-       "      <td>43</td>\n",
-       "      <td>45</td>\n",
-       "      <td>33</td>\n",
-       "      <td>22</td>\n",
-       "      <td>37</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>180</td>\n",
-       "      <td>28</td>\n",
-       "      <td>180</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2376</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704423000</td>\n",
-       "      <td>43</td>\n",
-       "      <td>45</td>\n",
-       "      <td>33</td>\n",
-       "      <td>22</td>\n",
-       "      <td>37</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>180</td>\n",
-       "      <td>28</td>\n",
-       "      <td>180</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2388</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704423180</td>\n",
-       "      <td>43</td>\n",
-       "      <td>45</td>\n",
-       "      <td>33</td>\n",
-       "      <td>22</td>\n",
-       "      <td>37</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>180</td>\n",
-       "      <td>28</td>\n",
-       "      <td>180</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2396</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704423360</td>\n",
-       "      <td>43</td>\n",
-       "      <td>45</td>\n",
-       "      <td>33</td>\n",
-       "      <td>22</td>\n",
-       "      <td>37</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>180</td>\n",
-       "      <td>28</td>\n",
-       "      <td>180</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2405</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704423540</td>\n",
-       "      <td>43</td>\n",
-       "      <td>45</td>\n",
-       "      <td>33</td>\n",
-       "      <td>22</td>\n",
-       "      <td>37</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>180</td>\n",
-       "      <td>28</td>\n",
-       "      <td>180</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2416</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704423720</td>\n",
-       "      <td>43</td>\n",
-       "      <td>45</td>\n",
-       "      <td>33</td>\n",
-       "      <td>22</td>\n",
-       "      <td>37</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>180</td>\n",
-       "      <td>28</td>\n",
-       "      <td>180</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2424</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704423900</td>\n",
-       "      <td>43</td>\n",
-       "      <td>45</td>\n",
-       "      <td>33</td>\n",
-       "      <td>22</td>\n",
-       "      <td>37</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>180</td>\n",
-       "      <td>28</td>\n",
-       "      <td>180</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2435</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704424081</td>\n",
-       "      <td>43</td>\n",
-       "      <td>45</td>\n",
-       "      <td>33</td>\n",
-       "      <td>22</td>\n",
-       "      <td>37</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>180</td>\n",
-       "      <td>28</td>\n",
-       "      <td>181</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2443</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704424260</td>\n",
-       "      <td>43</td>\n",
-       "      <td>45</td>\n",
-       "      <td>33</td>\n",
-       "      <td>22</td>\n",
-       "      <td>37</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>180</td>\n",
-       "      <td>28</td>\n",
-       "      <td>179</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2454</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704424441</td>\n",
-       "      <td>43</td>\n",
-       "      <td>45</td>\n",
-       "      <td>33</td>\n",
-       "      <td>22</td>\n",
-       "      <td>37</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>180</td>\n",
-       "      <td>28</td>\n",
-       "      <td>181</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2463</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704424620</td>\n",
-       "      <td>43</td>\n",
-       "      <td>45</td>\n",
-       "      <td>33</td>\n",
-       "      <td>22</td>\n",
-       "      <td>37</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>180</td>\n",
-       "      <td>28</td>\n",
-       "      <td>179</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2471</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704424800</td>\n",
-       "      <td>43</td>\n",
-       "      <td>45</td>\n",
-       "      <td>33</td>\n",
-       "      <td>22</td>\n",
-       "      <td>37</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>180</td>\n",
-       "      <td>28</td>\n",
-       "      <td>180</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2481</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704424980</td>\n",
-       "      <td>43</td>\n",
-       "      <td>45</td>\n",
-       "      <td>33</td>\n",
-       "      <td>22</td>\n",
-       "      <td>37</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>180</td>\n",
-       "      <td>28</td>\n",
-       "      <td>180</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2492</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704425160</td>\n",
-       "      <td>43</td>\n",
-       "      <td>45</td>\n",
-       "      <td>33</td>\n",
-       "      <td>22</td>\n",
-       "      <td>37</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>180</td>\n",
-       "      <td>28</td>\n",
-       "      <td>180</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2501</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704425339</td>\n",
-       "      <td>43</td>\n",
-       "      <td>45</td>\n",
-       "      <td>33</td>\n",
-       "      <td>22</td>\n",
-       "      <td>37</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>180</td>\n",
-       "      <td>28</td>\n",
-       "      <td>179</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2511</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704425520</td>\n",
-       "      <td>43</td>\n",
-       "      <td>45</td>\n",
-       "      <td>33</td>\n",
-       "      <td>22</td>\n",
-       "      <td>37</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>180</td>\n",
-       "      <td>28</td>\n",
-       "      <td>181</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2521</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704425701</td>\n",
-       "      <td>43</td>\n",
-       "      <td>45</td>\n",
-       "      <td>33</td>\n",
-       "      <td>22</td>\n",
-       "      <td>37</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>180</td>\n",
-       "      <td>28</td>\n",
-       "      <td>181</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2531</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704425880</td>\n",
-       "      <td>43</td>\n",
-       "      <td>45</td>\n",
-       "      <td>33</td>\n",
-       "      <td>22</td>\n",
-       "      <td>37</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>180</td>\n",
-       "      <td>28</td>\n",
-       "      <td>179</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2541</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704426060</td>\n",
-       "      <td>43</td>\n",
-       "      <td>45</td>\n",
-       "      <td>33</td>\n",
-       "      <td>22</td>\n",
-       "      <td>37</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>180</td>\n",
-       "      <td>28</td>\n",
-       "      <td>180</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2551</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704426240</td>\n",
-       "      <td>43</td>\n",
-       "      <td>45</td>\n",
-       "      <td>33</td>\n",
-       "      <td>22</td>\n",
-       "      <td>37</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>180</td>\n",
-       "      <td>28</td>\n",
-       "      <td>180</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2562</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704426420</td>\n",
-       "      <td>43</td>\n",
-       "      <td>45</td>\n",
-       "      <td>33</td>\n",
-       "      <td>22</td>\n",
-       "      <td>37</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>180</td>\n",
-       "      <td>28</td>\n",
-       "      <td>180</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2570</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704426600</td>\n",
-       "      <td>43</td>\n",
-       "      <td>45</td>\n",
-       "      <td>33</td>\n",
-       "      <td>22</td>\n",
-       "      <td>37</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>180</td>\n",
-       "      <td>28</td>\n",
-       "      <td>180</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2580</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704426780</td>\n",
-       "      <td>43</td>\n",
-       "      <td>45</td>\n",
-       "      <td>33</td>\n",
-       "      <td>22</td>\n",
-       "      <td>37</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>180</td>\n",
-       "      <td>28</td>\n",
-       "      <td>180</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2590</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704426960</td>\n",
-       "      <td>43</td>\n",
-       "      <td>45</td>\n",
-       "      <td>33</td>\n",
-       "      <td>22</td>\n",
-       "      <td>37</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>180</td>\n",
-       "      <td>28</td>\n",
-       "      <td>180</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2599</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704427141</td>\n",
-       "      <td>43</td>\n",
-       "      <td>45</td>\n",
-       "      <td>33</td>\n",
-       "      <td>22</td>\n",
-       "      <td>37</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>180</td>\n",
-       "      <td>28</td>\n",
-       "      <td>181</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2608</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704427320</td>\n",
-       "      <td>43</td>\n",
-       "      <td>45</td>\n",
-       "      <td>33</td>\n",
-       "      <td>22</td>\n",
-       "      <td>37</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>180</td>\n",
-       "      <td>28</td>\n",
-       "      <td>179</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2619</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704427500</td>\n",
-       "      <td>43</td>\n",
-       "      <td>45</td>\n",
-       "      <td>33</td>\n",
-       "      <td>22</td>\n",
-       "      <td>37</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>180</td>\n",
-       "      <td>28</td>\n",
-       "      <td>180</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2629</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704427680</td>\n",
-       "      <td>43</td>\n",
-       "      <td>45</td>\n",
-       "      <td>33</td>\n",
-       "      <td>22</td>\n",
-       "      <td>37</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>180</td>\n",
-       "      <td>28</td>\n",
-       "      <td>180</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2638</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704427860</td>\n",
-       "      <td>43</td>\n",
-       "      <td>45</td>\n",
-       "      <td>33</td>\n",
-       "      <td>22</td>\n",
-       "      <td>37</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>180</td>\n",
-       "      <td>28</td>\n",
-       "      <td>180</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2647</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704428040</td>\n",
-       "      <td>43</td>\n",
-       "      <td>45</td>\n",
-       "      <td>33</td>\n",
-       "      <td>22</td>\n",
-       "      <td>37</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>180</td>\n",
-       "      <td>28</td>\n",
-       "      <td>180</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2657</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704428220</td>\n",
-       "      <td>43</td>\n",
-       "      <td>45</td>\n",
-       "      <td>33</td>\n",
-       "      <td>22</td>\n",
-       "      <td>37</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>180</td>\n",
-       "      <td>28</td>\n",
-       "      <td>180</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2666</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704428400</td>\n",
-       "      <td>43</td>\n",
-       "      <td>45</td>\n",
-       "      <td>33</td>\n",
-       "      <td>22</td>\n",
-       "      <td>37</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>180</td>\n",
-       "      <td>28</td>\n",
-       "      <td>180</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2676</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704428580</td>\n",
-       "      <td>43</td>\n",
-       "      <td>45</td>\n",
-       "      <td>33</td>\n",
-       "      <td>22</td>\n",
-       "      <td>37</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>180</td>\n",
-       "      <td>28</td>\n",
-       "      <td>180</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2687</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704428760</td>\n",
-       "      <td>43</td>\n",
-       "      <td>45</td>\n",
-       "      <td>33</td>\n",
-       "      <td>22</td>\n",
-       "      <td>37</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>180</td>\n",
-       "      <td>28</td>\n",
-       "      <td>180</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2697</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704428940</td>\n",
-       "      <td>43</td>\n",
-       "      <td>45</td>\n",
-       "      <td>33</td>\n",
-       "      <td>22</td>\n",
-       "      <td>37</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>180</td>\n",
-       "      <td>28</td>\n",
-       "      <td>180</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2706</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704429120</td>\n",
-       "      <td>43</td>\n",
-       "      <td>45</td>\n",
-       "      <td>33</td>\n",
-       "      <td>22</td>\n",
-       "      <td>37</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>180</td>\n",
-       "      <td>28</td>\n",
-       "      <td>180</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2715</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704429300</td>\n",
-       "      <td>43</td>\n",
-       "      <td>45</td>\n",
-       "      <td>33</td>\n",
-       "      <td>22</td>\n",
-       "      <td>37</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>180</td>\n",
-       "      <td>28</td>\n",
-       "      <td>180</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2727</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704429480</td>\n",
-       "      <td>43</td>\n",
-       "      <td>45</td>\n",
-       "      <td>33</td>\n",
-       "      <td>22</td>\n",
-       "      <td>37</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>180</td>\n",
-       "      <td>28</td>\n",
-       "      <td>180</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2736</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704429660</td>\n",
-       "      <td>43</td>\n",
-       "      <td>45</td>\n",
-       "      <td>33</td>\n",
-       "      <td>22</td>\n",
-       "      <td>37</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>180</td>\n",
-       "      <td>28</td>\n",
-       "      <td>180</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2745</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704429840</td>\n",
-       "      <td>43</td>\n",
-       "      <td>45</td>\n",
-       "      <td>33</td>\n",
-       "      <td>22</td>\n",
-       "      <td>37</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>180</td>\n",
-       "      <td>28</td>\n",
-       "      <td>180</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2755</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704430020</td>\n",
-       "      <td>43</td>\n",
-       "      <td>45</td>\n",
-       "      <td>33</td>\n",
-       "      <td>22</td>\n",
-       "      <td>37</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>180</td>\n",
-       "      <td>28</td>\n",
-       "      <td>180</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2765</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704430201</td>\n",
-       "      <td>43</td>\n",
-       "      <td>45</td>\n",
-       "      <td>33</td>\n",
-       "      <td>22</td>\n",
-       "      <td>37</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>180</td>\n",
-       "      <td>28</td>\n",
-       "      <td>181</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2775</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704430380</td>\n",
-       "      <td>43</td>\n",
-       "      <td>45</td>\n",
-       "      <td>33</td>\n",
-       "      <td>22</td>\n",
-       "      <td>37</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>180</td>\n",
-       "      <td>28</td>\n",
-       "      <td>179</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2784</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704430560</td>\n",
-       "      <td>43</td>\n",
-       "      <td>45</td>\n",
-       "      <td>33</td>\n",
-       "      <td>22</td>\n",
-       "      <td>37</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>180</td>\n",
-       "      <td>28</td>\n",
-       "      <td>180</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2794</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704430740</td>\n",
-       "      <td>43</td>\n",
-       "      <td>45</td>\n",
-       "      <td>33</td>\n",
-       "      <td>22</td>\n",
-       "      <td>37</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>180</td>\n",
-       "      <td>28</td>\n",
-       "      <td>180</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2803</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704430920</td>\n",
-       "      <td>43</td>\n",
-       "      <td>45</td>\n",
-       "      <td>33</td>\n",
-       "      <td>22</td>\n",
-       "      <td>37</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>180</td>\n",
-       "      <td>28</td>\n",
-       "      <td>180</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2811</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704431100</td>\n",
-       "      <td>43</td>\n",
-       "      <td>45</td>\n",
-       "      <td>33</td>\n",
-       "      <td>22</td>\n",
-       "      <td>37</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>180</td>\n",
-       "      <td>28</td>\n",
-       "      <td>180</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2822</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704431280</td>\n",
-       "      <td>43</td>\n",
-       "      <td>45</td>\n",
-       "      <td>33</td>\n",
-       "      <td>22</td>\n",
-       "      <td>37</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>180</td>\n",
-       "      <td>28</td>\n",
-       "      <td>180</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2828</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704431391</td>\n",
-       "      <td>43</td>\n",
-       "      <td>45</td>\n",
-       "      <td>33</td>\n",
-       "      <td>22</td>\n",
-       "      <td>37</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>180</td>\n",
-       "      <td>28</td>\n",
-       "      <td>111</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2838</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704431570</td>\n",
-       "      <td>43</td>\n",
-       "      <td>45</td>\n",
-       "      <td>33</td>\n",
-       "      <td>22</td>\n",
-       "      <td>37</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>180</td>\n",
-       "      <td>28</td>\n",
-       "      <td>179</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2848</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704431750</td>\n",
-       "      <td>43</td>\n",
-       "      <td>45</td>\n",
-       "      <td>33</td>\n",
-       "      <td>22</td>\n",
-       "      <td>37</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>180</td>\n",
-       "      <td>28</td>\n",
-       "      <td>180</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2858</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704431930</td>\n",
-       "      <td>43</td>\n",
-       "      <td>45</td>\n",
-       "      <td>33</td>\n",
-       "      <td>22</td>\n",
-       "      <td>37</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>180</td>\n",
-       "      <td>28</td>\n",
-       "      <td>180</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2867</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704432110</td>\n",
-       "      <td>43</td>\n",
-       "      <td>45</td>\n",
-       "      <td>33</td>\n",
-       "      <td>22</td>\n",
-       "      <td>37</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>180</td>\n",
-       "      <td>28</td>\n",
-       "      <td>180</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2878</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704432290</td>\n",
-       "      <td>43</td>\n",
-       "      <td>45</td>\n",
-       "      <td>33</td>\n",
-       "      <td>22</td>\n",
-       "      <td>37</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>180</td>\n",
-       "      <td>28</td>\n",
-       "      <td>180</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2887</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704432471</td>\n",
-       "      <td>43</td>\n",
-       "      <td>45</td>\n",
-       "      <td>33</td>\n",
-       "      <td>22</td>\n",
-       "      <td>37</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>180</td>\n",
-       "      <td>28</td>\n",
-       "      <td>181</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2896</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704432650</td>\n",
-       "      <td>43</td>\n",
-       "      <td>45</td>\n",
-       "      <td>33</td>\n",
-       "      <td>22</td>\n",
-       "      <td>37</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>180</td>\n",
-       "      <td>28</td>\n",
-       "      <td>179</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2907</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704432830</td>\n",
-       "      <td>43</td>\n",
-       "      <td>45</td>\n",
-       "      <td>33</td>\n",
-       "      <td>22</td>\n",
-       "      <td>37</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>180</td>\n",
-       "      <td>28</td>\n",
-       "      <td>180</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2917</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704433010</td>\n",
-       "      <td>43</td>\n",
-       "      <td>45</td>\n",
-       "      <td>33</td>\n",
-       "      <td>22</td>\n",
-       "      <td>37</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>180</td>\n",
-       "      <td>28</td>\n",
-       "      <td>180</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2926</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704433189</td>\n",
-       "      <td>43</td>\n",
-       "      <td>45</td>\n",
-       "      <td>33</td>\n",
-       "      <td>22</td>\n",
-       "      <td>37</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>180</td>\n",
-       "      <td>28</td>\n",
-       "      <td>179</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2935</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704433370</td>\n",
-       "      <td>43</td>\n",
-       "      <td>45</td>\n",
-       "      <td>33</td>\n",
-       "      <td>22</td>\n",
-       "      <td>37</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>180</td>\n",
-       "      <td>28</td>\n",
-       "      <td>181</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2944</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704433550</td>\n",
-       "      <td>43</td>\n",
-       "      <td>45</td>\n",
-       "      <td>33</td>\n",
-       "      <td>22</td>\n",
-       "      <td>37</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>180</td>\n",
-       "      <td>28</td>\n",
-       "      <td>180</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2954</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704433730</td>\n",
-       "      <td>43</td>\n",
-       "      <td>45</td>\n",
-       "      <td>33</td>\n",
-       "      <td>22</td>\n",
-       "      <td>37</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>180</td>\n",
-       "      <td>28</td>\n",
-       "      <td>180</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2962</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704433910</td>\n",
-       "      <td>43</td>\n",
-       "      <td>45</td>\n",
-       "      <td>33</td>\n",
-       "      <td>22</td>\n",
-       "      <td>37</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>180</td>\n",
-       "      <td>28</td>\n",
-       "      <td>180</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2971</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704434090</td>\n",
-       "      <td>43</td>\n",
-       "      <td>45</td>\n",
-       "      <td>33</td>\n",
-       "      <td>22</td>\n",
-       "      <td>37</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>180</td>\n",
-       "      <td>28</td>\n",
-       "      <td>180</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2979</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704434270</td>\n",
-       "      <td>43</td>\n",
-       "      <td>45</td>\n",
-       "      <td>33</td>\n",
-       "      <td>22</td>\n",
-       "      <td>37</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>180</td>\n",
-       "      <td>28</td>\n",
-       "      <td>180</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2987</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704434450</td>\n",
-       "      <td>43</td>\n",
-       "      <td>45</td>\n",
-       "      <td>33</td>\n",
-       "      <td>22</td>\n",
-       "      <td>37</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>180</td>\n",
-       "      <td>28</td>\n",
-       "      <td>180</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2997</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704434630</td>\n",
-       "      <td>43</td>\n",
-       "      <td>45</td>\n",
-       "      <td>33</td>\n",
-       "      <td>22</td>\n",
-       "      <td>37</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>180</td>\n",
-       "      <td>28</td>\n",
-       "      <td>180</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3007</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704434810</td>\n",
-       "      <td>43</td>\n",
-       "      <td>45</td>\n",
-       "      <td>33</td>\n",
-       "      <td>22</td>\n",
-       "      <td>37</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>180</td>\n",
-       "      <td>28</td>\n",
-       "      <td>180</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3016</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704434989</td>\n",
-       "      <td>43</td>\n",
-       "      <td>45</td>\n",
-       "      <td>33</td>\n",
-       "      <td>22</td>\n",
-       "      <td>37</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>180</td>\n",
-       "      <td>28</td>\n",
-       "      <td>179</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3026</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704435170</td>\n",
-       "      <td>43</td>\n",
-       "      <td>45</td>\n",
-       "      <td>33</td>\n",
-       "      <td>22</td>\n",
-       "      <td>37</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>180</td>\n",
-       "      <td>28</td>\n",
-       "      <td>181</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3037</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704435351</td>\n",
-       "      <td>43</td>\n",
-       "      <td>45</td>\n",
-       "      <td>33</td>\n",
-       "      <td>22</td>\n",
-       "      <td>37</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>180</td>\n",
-       "      <td>28</td>\n",
-       "      <td>181</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3047</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704435530</td>\n",
-       "      <td>43</td>\n",
-       "      <td>45</td>\n",
-       "      <td>33</td>\n",
-       "      <td>22</td>\n",
-       "      <td>37</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>180</td>\n",
-       "      <td>28</td>\n",
-       "      <td>179</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3056</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704435710</td>\n",
-       "      <td>43</td>\n",
-       "      <td>45</td>\n",
-       "      <td>33</td>\n",
-       "      <td>22</td>\n",
-       "      <td>37</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>180</td>\n",
-       "      <td>28</td>\n",
-       "      <td>180</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3065</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704435890</td>\n",
-       "      <td>43</td>\n",
-       "      <td>45</td>\n",
-       "      <td>33</td>\n",
-       "      <td>22</td>\n",
-       "      <td>37</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>180</td>\n",
-       "      <td>28</td>\n",
-       "      <td>180</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3076</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704436070</td>\n",
-       "      <td>43</td>\n",
-       "      <td>45</td>\n",
-       "      <td>33</td>\n",
-       "      <td>22</td>\n",
-       "      <td>37</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>180</td>\n",
-       "      <td>28</td>\n",
-       "      <td>180</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3085</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704436251</td>\n",
-       "      <td>43</td>\n",
-       "      <td>45</td>\n",
-       "      <td>33</td>\n",
-       "      <td>22</td>\n",
-       "      <td>37</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>180</td>\n",
-       "      <td>28</td>\n",
-       "      <td>181</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3095</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704436430</td>\n",
-       "      <td>43</td>\n",
-       "      <td>45</td>\n",
-       "      <td>33</td>\n",
-       "      <td>22</td>\n",
-       "      <td>37</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>180</td>\n",
-       "      <td>28</td>\n",
-       "      <td>179</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3106</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704436610</td>\n",
-       "      <td>43</td>\n",
-       "      <td>45</td>\n",
-       "      <td>33</td>\n",
-       "      <td>22</td>\n",
-       "      <td>37</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>180</td>\n",
-       "      <td>28</td>\n",
-       "      <td>180</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3115</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704436790</td>\n",
-       "      <td>43</td>\n",
-       "      <td>45</td>\n",
-       "      <td>33</td>\n",
-       "      <td>22</td>\n",
-       "      <td>37</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>180</td>\n",
-       "      <td>28</td>\n",
-       "      <td>180</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3124</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704436970</td>\n",
-       "      <td>43</td>\n",
-       "      <td>45</td>\n",
-       "      <td>33</td>\n",
-       "      <td>22</td>\n",
-       "      <td>37</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>180</td>\n",
-       "      <td>28</td>\n",
-       "      <td>180</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3133</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704437150</td>\n",
-       "      <td>43</td>\n",
-       "      <td>45</td>\n",
-       "      <td>33</td>\n",
-       "      <td>22</td>\n",
-       "      <td>37</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>180</td>\n",
-       "      <td>28</td>\n",
-       "      <td>180</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3144</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704437330</td>\n",
-       "      <td>43</td>\n",
-       "      <td>45</td>\n",
-       "      <td>33</td>\n",
-       "      <td>22</td>\n",
-       "      <td>37</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>180</td>\n",
-       "      <td>28</td>\n",
-       "      <td>180</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3153</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704437510</td>\n",
-       "      <td>43</td>\n",
-       "      <td>45</td>\n",
-       "      <td>33</td>\n",
-       "      <td>22</td>\n",
-       "      <td>37</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>180</td>\n",
-       "      <td>28</td>\n",
-       "      <td>180</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3162</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704437690</td>\n",
-       "      <td>43</td>\n",
-       "      <td>45</td>\n",
-       "      <td>33</td>\n",
-       "      <td>22</td>\n",
-       "      <td>37</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>180</td>\n",
-       "      <td>28</td>\n",
-       "      <td>180</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3172</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704437870</td>\n",
-       "      <td>43</td>\n",
-       "      <td>45</td>\n",
-       "      <td>33</td>\n",
-       "      <td>22</td>\n",
-       "      <td>37</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>180</td>\n",
-       "      <td>28</td>\n",
-       "      <td>180</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3182</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704438050</td>\n",
-       "      <td>43</td>\n",
-       "      <td>45</td>\n",
-       "      <td>33</td>\n",
-       "      <td>22</td>\n",
-       "      <td>37</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>180</td>\n",
-       "      <td>28</td>\n",
-       "      <td>180</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3192</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704438230</td>\n",
-       "      <td>43</td>\n",
-       "      <td>45</td>\n",
-       "      <td>33</td>\n",
-       "      <td>22</td>\n",
-       "      <td>37</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>180</td>\n",
-       "      <td>28</td>\n",
-       "      <td>180</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3201</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704438409</td>\n",
-       "      <td>43</td>\n",
-       "      <td>45</td>\n",
-       "      <td>33</td>\n",
-       "      <td>22</td>\n",
-       "      <td>37</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>180</td>\n",
-       "      <td>28</td>\n",
-       "      <td>179</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3212</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704438590</td>\n",
-       "      <td>43</td>\n",
-       "      <td>45</td>\n",
-       "      <td>33</td>\n",
-       "      <td>22</td>\n",
-       "      <td>37</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>180</td>\n",
-       "      <td>28</td>\n",
-       "      <td>181</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3221</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704438770</td>\n",
-       "      <td>43</td>\n",
-       "      <td>45</td>\n",
-       "      <td>33</td>\n",
-       "      <td>22</td>\n",
-       "      <td>37</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>180</td>\n",
-       "      <td>28</td>\n",
-       "      <td>180</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3231</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704438950</td>\n",
-       "      <td>43</td>\n",
-       "      <td>45</td>\n",
-       "      <td>33</td>\n",
-       "      <td>22</td>\n",
-       "      <td>37</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>180</td>\n",
-       "      <td>28</td>\n",
-       "      <td>180</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3243</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704439130</td>\n",
-       "      <td>43</td>\n",
-       "      <td>45</td>\n",
-       "      <td>33</td>\n",
-       "      <td>22</td>\n",
-       "      <td>37</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>180</td>\n",
-       "      <td>28</td>\n",
-       "      <td>180</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3252</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704439310</td>\n",
-       "      <td>43</td>\n",
-       "      <td>45</td>\n",
-       "      <td>33</td>\n",
-       "      <td>22</td>\n",
-       "      <td>37</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>180</td>\n",
-       "      <td>28</td>\n",
-       "      <td>180</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3262</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704439490</td>\n",
-       "      <td>43</td>\n",
-       "      <td>45</td>\n",
-       "      <td>33</td>\n",
-       "      <td>22</td>\n",
-       "      <td>37</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>180</td>\n",
-       "      <td>28</td>\n",
-       "      <td>180</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3271</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704439670</td>\n",
-       "      <td>43</td>\n",
-       "      <td>45</td>\n",
-       "      <td>33</td>\n",
-       "      <td>22</td>\n",
-       "      <td>37</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>180</td>\n",
-       "      <td>28</td>\n",
-       "      <td>180</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3281</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704439850</td>\n",
-       "      <td>43</td>\n",
-       "      <td>45</td>\n",
-       "      <td>33</td>\n",
-       "      <td>22</td>\n",
-       "      <td>37</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>180</td>\n",
-       "      <td>28</td>\n",
-       "      <td>180</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3291</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704440030</td>\n",
-       "      <td>43</td>\n",
-       "      <td>45</td>\n",
-       "      <td>33</td>\n",
-       "      <td>22</td>\n",
-       "      <td>37</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>180</td>\n",
-       "      <td>28</td>\n",
-       "      <td>180</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3300</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704440210</td>\n",
-       "      <td>43</td>\n",
-       "      <td>45</td>\n",
-       "      <td>33</td>\n",
-       "      <td>22</td>\n",
-       "      <td>37</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>180</td>\n",
-       "      <td>28</td>\n",
-       "      <td>180</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3310</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704440390</td>\n",
-       "      <td>43</td>\n",
-       "      <td>45</td>\n",
-       "      <td>33</td>\n",
-       "      <td>22</td>\n",
-       "      <td>37</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>180</td>\n",
-       "      <td>28</td>\n",
-       "      <td>180</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3319</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704440569</td>\n",
-       "      <td>43</td>\n",
-       "      <td>45</td>\n",
-       "      <td>33</td>\n",
-       "      <td>22</td>\n",
-       "      <td>37</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>180</td>\n",
-       "      <td>28</td>\n",
-       "      <td>179</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3328</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704440750</td>\n",
-       "      <td>43</td>\n",
-       "      <td>45</td>\n",
-       "      <td>33</td>\n",
-       "      <td>22</td>\n",
-       "      <td>37</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>180</td>\n",
-       "      <td>28</td>\n",
-       "      <td>181</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3339</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704440930</td>\n",
-       "      <td>43</td>\n",
-       "      <td>45</td>\n",
-       "      <td>33</td>\n",
-       "      <td>22</td>\n",
-       "      <td>37</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>180</td>\n",
-       "      <td>28</td>\n",
-       "      <td>180</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3349</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704441110</td>\n",
-       "      <td>43</td>\n",
-       "      <td>45</td>\n",
-       "      <td>33</td>\n",
-       "      <td>22</td>\n",
-       "      <td>37</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>180</td>\n",
-       "      <td>28</td>\n",
-       "      <td>180</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3358</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704441290</td>\n",
-       "      <td>43</td>\n",
-       "      <td>45</td>\n",
-       "      <td>33</td>\n",
-       "      <td>22</td>\n",
-       "      <td>37</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>180</td>\n",
-       "      <td>28</td>\n",
-       "      <td>180</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3368</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704441470</td>\n",
-       "      <td>43</td>\n",
-       "      <td>45</td>\n",
-       "      <td>33</td>\n",
-       "      <td>22</td>\n",
-       "      <td>37</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>180</td>\n",
-       "      <td>28</td>\n",
-       "      <td>180</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3378</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704441650</td>\n",
-       "      <td>43</td>\n",
-       "      <td>45</td>\n",
-       "      <td>33</td>\n",
-       "      <td>22</td>\n",
-       "      <td>37</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>180</td>\n",
-       "      <td>28</td>\n",
-       "      <td>180</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3388</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704441830</td>\n",
-       "      <td>43</td>\n",
-       "      <td>45</td>\n",
-       "      <td>33</td>\n",
-       "      <td>22</td>\n",
-       "      <td>37</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>180</td>\n",
-       "      <td>28</td>\n",
-       "      <td>180</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3397</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704442009</td>\n",
-       "      <td>43</td>\n",
-       "      <td>45</td>\n",
-       "      <td>33</td>\n",
-       "      <td>22</td>\n",
-       "      <td>37</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>180</td>\n",
-       "      <td>28</td>\n",
-       "      <td>179</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3407</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704442190</td>\n",
-       "      <td>43</td>\n",
-       "      <td>45</td>\n",
-       "      <td>33</td>\n",
-       "      <td>22</td>\n",
-       "      <td>37</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>180</td>\n",
-       "      <td>28</td>\n",
-       "      <td>181</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3416</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704442371</td>\n",
-       "      <td>43</td>\n",
-       "      <td>45</td>\n",
-       "      <td>33</td>\n",
-       "      <td>22</td>\n",
-       "      <td>37</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>180</td>\n",
-       "      <td>28</td>\n",
-       "      <td>181</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3424</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704442550</td>\n",
-       "      <td>43</td>\n",
-       "      <td>45</td>\n",
-       "      <td>33</td>\n",
-       "      <td>22</td>\n",
-       "      <td>37</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>180</td>\n",
-       "      <td>28</td>\n",
-       "      <td>179</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3434</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704442730</td>\n",
-       "      <td>43</td>\n",
-       "      <td>45</td>\n",
-       "      <td>33</td>\n",
-       "      <td>22</td>\n",
-       "      <td>37</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>180</td>\n",
-       "      <td>28</td>\n",
-       "      <td>180</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3444</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704442909</td>\n",
-       "      <td>43</td>\n",
-       "      <td>45</td>\n",
-       "      <td>33</td>\n",
-       "      <td>22</td>\n",
-       "      <td>37</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>180</td>\n",
-       "      <td>28</td>\n",
-       "      <td>179</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3454</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704443090</td>\n",
-       "      <td>43</td>\n",
-       "      <td>45</td>\n",
-       "      <td>33</td>\n",
-       "      <td>22</td>\n",
-       "      <td>37</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>180</td>\n",
-       "      <td>28</td>\n",
-       "      <td>181</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3463</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704443270</td>\n",
-       "      <td>43</td>\n",
-       "      <td>45</td>\n",
-       "      <td>33</td>\n",
-       "      <td>22</td>\n",
-       "      <td>37</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>180</td>\n",
-       "      <td>28</td>\n",
-       "      <td>180</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3472</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704443450</td>\n",
-       "      <td>43</td>\n",
-       "      <td>45</td>\n",
-       "      <td>33</td>\n",
-       "      <td>22</td>\n",
-       "      <td>37</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>180</td>\n",
-       "      <td>28</td>\n",
-       "      <td>180</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3483</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704443630</td>\n",
-       "      <td>43</td>\n",
-       "      <td>45</td>\n",
-       "      <td>33</td>\n",
-       "      <td>22</td>\n",
-       "      <td>37</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>180</td>\n",
-       "      <td>28</td>\n",
-       "      <td>180</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3484</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704443643</td>\n",
-       "      <td>43</td>\n",
-       "      <td>45</td>\n",
-       "      <td>33</td>\n",
-       "      <td>22</td>\n",
-       "      <td>37</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>180</td>\n",
-       "      <td>28</td>\n",
-       "      <td>13</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3493</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704443820</td>\n",
-       "      <td>43</td>\n",
-       "      <td>45</td>\n",
-       "      <td>33</td>\n",
-       "      <td>22</td>\n",
-       "      <td>37</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>180</td>\n",
-       "      <td>28</td>\n",
-       "      <td>177</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3502</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704444000</td>\n",
-       "      <td>43</td>\n",
-       "      <td>45</td>\n",
-       "      <td>33</td>\n",
-       "      <td>22</td>\n",
-       "      <td>37</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>180</td>\n",
-       "      <td>28</td>\n",
-       "      <td>180</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3512</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704444180</td>\n",
-       "      <td>43</td>\n",
-       "      <td>45</td>\n",
-       "      <td>33</td>\n",
-       "      <td>22</td>\n",
-       "      <td>37</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>180</td>\n",
-       "      <td>28</td>\n",
-       "      <td>180</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3522</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704444360</td>\n",
-       "      <td>43</td>\n",
-       "      <td>45</td>\n",
-       "      <td>33</td>\n",
-       "      <td>22</td>\n",
-       "      <td>37</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>180</td>\n",
-       "      <td>28</td>\n",
-       "      <td>180</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3533</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704444541</td>\n",
-       "      <td>43</td>\n",
-       "      <td>45</td>\n",
-       "      <td>33</td>\n",
-       "      <td>22</td>\n",
-       "      <td>37</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>180</td>\n",
-       "      <td>28</td>\n",
-       "      <td>181</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3542</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704444720</td>\n",
-       "      <td>43</td>\n",
-       "      <td>45</td>\n",
-       "      <td>33</td>\n",
-       "      <td>22</td>\n",
-       "      <td>37</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>180</td>\n",
-       "      <td>28</td>\n",
-       "      <td>179</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3553</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704444900</td>\n",
-       "      <td>43</td>\n",
-       "      <td>45</td>\n",
-       "      <td>33</td>\n",
-       "      <td>22</td>\n",
-       "      <td>37</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>180</td>\n",
-       "      <td>28</td>\n",
-       "      <td>180</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3563</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704445080</td>\n",
-       "      <td>43</td>\n",
-       "      <td>45</td>\n",
-       "      <td>33</td>\n",
-       "      <td>22</td>\n",
-       "      <td>37</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>180</td>\n",
-       "      <td>28</td>\n",
-       "      <td>180</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3572</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704445260</td>\n",
-       "      <td>43</td>\n",
-       "      <td>45</td>\n",
-       "      <td>33</td>\n",
-       "      <td>22</td>\n",
-       "      <td>37</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>180</td>\n",
-       "      <td>28</td>\n",
-       "      <td>180</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3583</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704445440</td>\n",
-       "      <td>43</td>\n",
-       "      <td>45</td>\n",
-       "      <td>33</td>\n",
-       "      <td>22</td>\n",
-       "      <td>37</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>180</td>\n",
-       "      <td>28</td>\n",
-       "      <td>180</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3591</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704445619</td>\n",
-       "      <td>43</td>\n",
-       "      <td>45</td>\n",
-       "      <td>33</td>\n",
-       "      <td>22</td>\n",
-       "      <td>37</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>180</td>\n",
-       "      <td>28</td>\n",
-       "      <td>179</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3601</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704445800</td>\n",
-       "      <td>43</td>\n",
-       "      <td>45</td>\n",
-       "      <td>33</td>\n",
-       "      <td>22</td>\n",
-       "      <td>37</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>180</td>\n",
-       "      <td>28</td>\n",
-       "      <td>181</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3611</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704445980</td>\n",
-       "      <td>43</td>\n",
-       "      <td>45</td>\n",
-       "      <td>33</td>\n",
-       "      <td>22</td>\n",
-       "      <td>37</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>180</td>\n",
-       "      <td>28</td>\n",
-       "      <td>180</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3620</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704446160</td>\n",
-       "      <td>43</td>\n",
-       "      <td>45</td>\n",
-       "      <td>33</td>\n",
-       "      <td>22</td>\n",
-       "      <td>37</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>180</td>\n",
-       "      <td>28</td>\n",
-       "      <td>180</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3630</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704446340</td>\n",
-       "      <td>43</td>\n",
-       "      <td>45</td>\n",
-       "      <td>33</td>\n",
-       "      <td>22</td>\n",
-       "      <td>37</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>180</td>\n",
-       "      <td>28</td>\n",
-       "      <td>180</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3639</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704446519</td>\n",
-       "      <td>43</td>\n",
-       "      <td>45</td>\n",
-       "      <td>33</td>\n",
-       "      <td>22</td>\n",
-       "      <td>37</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>180</td>\n",
-       "      <td>28</td>\n",
-       "      <td>179</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3649</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704446700</td>\n",
-       "      <td>43</td>\n",
-       "      <td>45</td>\n",
-       "      <td>33</td>\n",
-       "      <td>22</td>\n",
-       "      <td>37</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>180</td>\n",
-       "      <td>28</td>\n",
-       "      <td>181</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3658</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704446880</td>\n",
-       "      <td>43</td>\n",
-       "      <td>45</td>\n",
-       "      <td>33</td>\n",
-       "      <td>22</td>\n",
-       "      <td>37</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>180</td>\n",
-       "      <td>28</td>\n",
-       "      <td>180</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3667</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704447060</td>\n",
-       "      <td>43</td>\n",
-       "      <td>45</td>\n",
-       "      <td>33</td>\n",
-       "      <td>22</td>\n",
-       "      <td>37</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>180</td>\n",
-       "      <td>28</td>\n",
-       "      <td>180</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3679</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704447250</td>\n",
-       "      <td>46</td>\n",
-       "      <td>48</td>\n",
-       "      <td>37</td>\n",
-       "      <td>18</td>\n",
-       "      <td>41</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>190</td>\n",
-       "      <td>18</td>\n",
-       "      <td>190</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3689</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704447440</td>\n",
-       "      <td>46</td>\n",
-       "      <td>48</td>\n",
-       "      <td>37</td>\n",
-       "      <td>18</td>\n",
-       "      <td>41</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>190</td>\n",
-       "      <td>18</td>\n",
-       "      <td>190</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3698</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704447630</td>\n",
-       "      <td>46</td>\n",
-       "      <td>48</td>\n",
-       "      <td>37</td>\n",
-       "      <td>18</td>\n",
-       "      <td>41</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>190</td>\n",
-       "      <td>18</td>\n",
-       "      <td>190</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3708</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704447819</td>\n",
-       "      <td>46</td>\n",
-       "      <td>48</td>\n",
-       "      <td>37</td>\n",
-       "      <td>18</td>\n",
-       "      <td>41</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>190</td>\n",
-       "      <td>18</td>\n",
-       "      <td>189</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3718</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704448010</td>\n",
-       "      <td>46</td>\n",
-       "      <td>48</td>\n",
-       "      <td>37</td>\n",
-       "      <td>18</td>\n",
-       "      <td>41</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>190</td>\n",
-       "      <td>18</td>\n",
-       "      <td>191</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3728</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704448200</td>\n",
-       "      <td>46</td>\n",
-       "      <td>48</td>\n",
-       "      <td>37</td>\n",
-       "      <td>18</td>\n",
-       "      <td>41</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>190</td>\n",
-       "      <td>18</td>\n",
-       "      <td>190</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3738</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704448389</td>\n",
-       "      <td>46</td>\n",
-       "      <td>48</td>\n",
-       "      <td>37</td>\n",
-       "      <td>18</td>\n",
-       "      <td>41</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>190</td>\n",
-       "      <td>18</td>\n",
-       "      <td>189</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3747</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704448580</td>\n",
-       "      <td>46</td>\n",
-       "      <td>48</td>\n",
-       "      <td>37</td>\n",
-       "      <td>18</td>\n",
-       "      <td>41</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>190</td>\n",
-       "      <td>18</td>\n",
-       "      <td>191</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3758</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704448770</td>\n",
-       "      <td>46</td>\n",
-       "      <td>48</td>\n",
-       "      <td>37</td>\n",
-       "      <td>18</td>\n",
-       "      <td>41</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>190</td>\n",
-       "      <td>18</td>\n",
-       "      <td>190</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3767</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704448961</td>\n",
-       "      <td>46</td>\n",
-       "      <td>48</td>\n",
-       "      <td>37</td>\n",
-       "      <td>18</td>\n",
-       "      <td>41</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>190</td>\n",
-       "      <td>18</td>\n",
-       "      <td>191</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3777</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704449150</td>\n",
-       "      <td>46</td>\n",
-       "      <td>48</td>\n",
-       "      <td>37</td>\n",
-       "      <td>18</td>\n",
-       "      <td>41</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>190</td>\n",
-       "      <td>18</td>\n",
-       "      <td>189</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3787</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704449340</td>\n",
-       "      <td>46</td>\n",
-       "      <td>48</td>\n",
-       "      <td>37</td>\n",
-       "      <td>18</td>\n",
-       "      <td>41</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>190</td>\n",
-       "      <td>18</td>\n",
-       "      <td>190</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3796</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704449531</td>\n",
-       "      <td>46</td>\n",
-       "      <td>48</td>\n",
-       "      <td>37</td>\n",
-       "      <td>18</td>\n",
-       "      <td>41</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>190</td>\n",
-       "      <td>18</td>\n",
-       "      <td>191</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3805</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704449720</td>\n",
-       "      <td>46</td>\n",
-       "      <td>48</td>\n",
-       "      <td>37</td>\n",
-       "      <td>18</td>\n",
-       "      <td>41</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>190</td>\n",
-       "      <td>18</td>\n",
-       "      <td>189</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3815</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704449909</td>\n",
-       "      <td>46</td>\n",
-       "      <td>48</td>\n",
-       "      <td>37</td>\n",
-       "      <td>18</td>\n",
-       "      <td>41</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>190</td>\n",
-       "      <td>18</td>\n",
-       "      <td>189</td>\n",
-       "    </tr>\n",
-       "  </tbody>\n",
-       "</table>\n",
-       "</div>"
-      ],
-      "text/plain": [
-       "      inter_no    end_unix  ddur_1  ddur_2  ddur_3  ddur_4  ddur_5  ddur_6  \\\n",
-       "18         175  1704380720      37      39      25      30      29       0   \n",
-       "28         175  1704380880      37      39      25      30      29       0   \n",
-       "38         175  1704381040      37      39      25      30      29       0   \n",
-       "47         175  1704381200      37      39      25      30      29       0   \n",
-       "57         175  1704381360      37      39      25      30      29       0   \n",
-       "67         175  1704381520      37      39      25      30      29       0   \n",
-       "79         175  1704381680      37      39      25      30      29       0   \n",
-       "88         175  1704381841      37      39      25      30      29       0   \n",
-       "97         175  1704382000      37      39      25      30      29       0   \n",
-       "107        175  1704382160      37      39      25      30      29       0   \n",
-       "116        175  1704382320      37      39      25      30      29       0   \n",
-       "127        175  1704382480      37      39      25      30      29       0   \n",
-       "139        175  1704382640      37      39      25      30      29       0   \n",
-       "152        175  1704382801      37      39      25      30      29       0   \n",
-       "161        175  1704382960      37      39      25      30      29       0   \n",
-       "171        175  1704383120      37      39      25      30      29       0   \n",
-       "182        175  1704383280      37      39      25      30      29       0   \n",
-       "191        175  1704383440      37      39      25      30      29       0   \n",
-       "201        175  1704383600      37      39      25      30      29       0   \n",
-       "213        175  1704383761      37      39      25      30      29       0   \n",
-       "222        175  1704383920      37      39      25      30      29       0   \n",
-       "232        175  1704384080      37      39      25      30      29       0   \n",
-       "242        175  1704384240      37      39      25      30      29       0   \n",
-       "253        175  1704384400      37      39      25      30      29       0   \n",
-       "263        175  1704384560      37      39      25      30      29       0   \n",
-       "272        175  1704384720      37      39      25      30      29       0   \n",
-       "283        175  1704384880      37      39      25      30      29       0   \n",
-       "308        175  1704385318      37      39      25      30      29       0   \n",
-       "317        175  1704385480      37      39      25      30      29       0   \n",
-       "326        175  1704385640      37      39      25      30      29       0   \n",
-       "337        175  1704385800      37      39      25      30      29       0   \n",
-       "346        175  1704385960      37      39      25      30      29       0   \n",
-       "356        175  1704386120      37      39      25      30      29       0   \n",
-       "366        175  1704386280      37      39      25      30      29       0   \n",
-       "374        175  1704386440      37      39      25      30      29       0   \n",
-       "383        175  1704386601      37      39      25      30      29       0   \n",
-       "391        175  1704386760      37      39      25      30      29       0   \n",
-       "400        175  1704386920      37      39      25      30      29       0   \n",
-       "410        175  1704387080      37      39      25      30      29       0   \n",
-       "420        175  1704387241      37      39      25      30      29       0   \n",
-       "429        175  1704387400      37      39      25      30      29       0   \n",
-       "438        175  1704387560      37      39      25      30      29       0   \n",
-       "447        175  1704387720      37      39      25      30      29       0   \n",
-       "455        175  1704387880      37      39      25      30      29       0   \n",
-       "465        175  1704388040      37      39      25      30      29       0   \n",
-       "477        175  1704388201      37      39      25      30      29       0   \n",
-       "485        175  1704388360      37      39      25      30      29       0   \n",
-       "495        175  1704388520      37      39      25      30      29       0   \n",
-       "505        175  1704388680      37      39      25      30      29       0   \n",
-       "513        175  1704388840      37      39      25      30      29       0   \n",
-       "522        175  1704389000      37      39      25      30      29       0   \n",
-       "531        175  1704389160      37      39      25      30      29       0   \n",
-       "540        175  1704389320      37      39      25      30      29       0   \n",
-       "550        175  1704389480      37      39      25      30      29       0   \n",
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-       "3639       175  1704446519      43      45      33      22      37       0   \n",
-       "3649       175  1704446700      43      45      33      22      37       0   \n",
-       "3658       175  1704446880      43      45      33      22      37       0   \n",
-       "3667       175  1704447060      43      45      33      22      37       0   \n",
-       "3679       175  1704447250      46      48      37      18      41       0   \n",
-       "3689       175  1704447440      46      48      37      18      41       0   \n",
-       "3698       175  1704447630      46      48      37      18      41       0   \n",
-       "3708       175  1704447819      46      48      37      18      41       0   \n",
-       "3718       175  1704448010      46      48      37      18      41       0   \n",
-       "3728       175  1704448200      46      48      37      18      41       0   \n",
-       "3738       175  1704448389      46      48      37      18      41       0   \n",
-       "3747       175  1704448580      46      48      37      18      41       0   \n",
-       "3758       175  1704448770      46      48      37      18      41       0   \n",
-       "3767       175  1704448961      46      48      37      18      41       0   \n",
-       "3777       175  1704449150      46      48      37      18      41       0   \n",
-       "3787       175  1704449340      46      48      37      18      41       0   \n",
-       "3796       175  1704449531      46      48      37      18      41       0   \n",
-       "3805       175  1704449720      46      48      37      18      41       0   \n",
-       "3815       175  1704449909      46      48      37      18      41       0   \n",
-       "\n",
-       "      ddur_7  ddur_8  cycle  offset   diff  \n",
-       "18         0       0    160      57    160  \n",
-       "28         0       0    160      57    160  \n",
-       "38         0       0    160      57    160  \n",
-       "47         0       0    160      57    160  \n",
-       "57         0       0    160      57    160  \n",
-       "67         0       0    160      57    160  \n",
-       "79         0       0    160      57    160  \n",
-       "88         0       0    160      57    161  \n",
-       "97         0       0    160      57    159  \n",
-       "107        0       0    160      57    160  \n",
-       "116        0       0    160      57    160  \n",
-       "127        0       0    160      57    160  \n",
-       "139        0       0    160      57    160  \n",
-       "152        0       0    160      57    161  \n",
-       "161        0       0    160      57    159  \n",
-       "171        0       0    160      57    160  \n",
-       "182        0       0    160      57    160  \n",
-       "191        0       0    160      57    160  \n",
-       "201        0       0    160      57    160  \n",
-       "213        0       0    160      57    161  \n",
-       "222        0       0    160      57    159  \n",
-       "232        0       0    160      57    160  \n",
-       "242        0       0    160      57    160  \n",
-       "253        0       0    160      57    160  \n",
-       "263        0       0    160      57    160  \n",
-       "272        0       0    160      57    160  \n",
-       "283        0       0    160      57    160  \n",
-       "308        0       0    160      57    438  \n",
-       "317        0       0    160      57    162  \n",
-       "326        0       0    160      57    160  \n",
-       "337        0       0    160      57    160  \n",
-       "346        0       0    160      57    160  \n",
-       "356        0       0    160      57    160  \n",
-       "366        0       0    160      57    160  \n",
-       "374        0       0    160      57    160  \n",
-       "383        0       0    160      57    161  \n",
-       "391        0       0    160      57    159  \n",
-       "400        0       0    160      57    160  \n",
-       "410        0       0    160      57    160  \n",
-       "420        0       0    160      57    161  \n",
-       "429        0       0    160      57    159  \n",
-       "438        0       0    160      57    160  \n",
-       "447        0       0    160      57    160  \n",
-       "455        0       0    160      57    160  \n",
-       "465        0       0    160      57    160  \n",
-       "477        0       0    160      57    161  \n",
-       "485        0       0    160      57    159  \n",
-       "495        0       0    160      57    160  \n",
-       "505        0       0    160      57    160  \n",
-       "513        0       0    160      57    160  \n",
-       "522        0       0    160      57    160  \n",
-       "531        0       0    160      57    160  \n",
-       "540        0       0    160      57    160  \n",
-       "550        0       0    160      57    160  \n",
-       "558        0       0    160      57    160  \n",
-       "568        0       0    160      57    160  \n",
-       "577        0       0    160      57    160  \n",
-       "586        0       0    160      57    161  \n",
-       "595        0       0    160      57    159  \n",
-       "604        0       0    160      57    160  \n",
-       "614        0       0    160      57    160  \n",
-       "624        0       0    160      57    161  \n",
-       "635        0       0    160      57    159  \n",
-       "644        0       0    160      57    160  \n",
-       "652        0       0    160      57    160  \n",
-       "661        0       0    160      57    160  \n",
-       "673        0       0    160      57    160  \n",
-       "682        0       0    160      57    160  \n",
-       "691        0       0    160      57    160  \n",
-       "701        0       0    160      57    160  \n",
-       "711        0       0    160      57    160  \n",
-       "719        0       0    160      57    160  \n",
-       "728        0       0    160      57    160  \n",
-       "737        0       0    160      57    160  \n",
-       "746        0       0    160      57    160  \n",
-       "756        0       0    160      57    160  \n",
-       "766        0       0    160      57    160  \n",
-       "774        0       0    160      57    160  \n",
-       "783        0       0    160      57    160  \n",
-       "793        0       0    160      57    160  \n",
-       "802        0       0    160      57    161  \n",
-       "812        0       0    160      57    159  \n",
-       "823        0       0    160      57    160  \n",
-       "833        0       0    160      57    160  \n",
-       "842        0       0    160      57    160  \n",
-       "853        0       0    160      57    160  \n",
-       "863        0       0    160      57    160  \n",
-       "872        0       0    160      57    160  \n",
-       "884        0       0    160      57    159  \n",
-       "895        0       0    160      57    161  \n",
-       "904        0       0    160      57    160  \n",
-       "916        0       0    160      57    159  \n",
-       "925        0       0    160      57    161  \n",
-       "937        0       0    160      57    160  \n",
-       "948        0       0    160      57    161  \n",
-       "958        0       0    160      57    159  \n",
-       "968        0       0    160      57    160  \n",
-       "979        0       0    160      57    159  \n",
-       "988        0       0    160      57    161  \n",
-       "998        0       0    160      57    160  \n",
-       "1009       0       0    160      57    160  \n",
-       "1019       0       0    160      57    160  \n",
-       "1029       0       0    160      57    159  \n",
-       "1042       0       0    160      57    161  \n",
-       "1051       0       0    160      57    160  \n",
-       "1060       0       0    160      57    160  \n",
-       "1072       0       0    160      57    159  \n",
-       "1082       0       0    160      57    161  \n",
-       "1092       0       0    160      57    160  \n",
-       "1103       0       0    160      57    160  \n",
-       "1114       0       0    160      57    160  \n",
-       "1124       0       0    160      57    160  \n",
-       "1134       0       0    160      57    160  \n",
-       "1143       0       0    160      57    160  \n",
-       "1154       0       0    160      57    160  \n",
-       "1165       0       0    160      57    160  \n",
-       "1176       0       0    160      57    161  \n",
-       "1186       0       0    160      57    159  \n",
-       "1196       0       0    160      57    160  \n",
-       "1205       0       0    160      57    160  \n",
-       "1214       0       0    160      57    160  \n",
-       "1226       0       0    160      57    159  \n",
-       "1236       0       0    160      57    161  \n",
-       "1246       0       0    160      57    159  \n",
-       "1259       0       0    160      57    161  \n",
-       "1268       0       0    160      57    160  \n",
-       "1278       0       0    160      57    160  \n",
-       "1288       0       0    160      57    160  \n",
-       "1297       0       0    160      57    160  \n",
-       "1305       0       0    160      57    160  \n",
-       "1318       0       0    160      57    160  \n",
-       "1326       0       0    160      57    160  \n",
-       "1334       0       0    160      57    160  \n",
-       "1342       0       0    160      57    161  \n",
-       "1349       0       0    160      57    159  \n",
-       "1356       0       0    160      57    160  \n",
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-       "1373       0       0    160      57    160  \n",
-       "1382       0       0    160      57    159  \n",
-       "1389       0       0    160      57    161  \n",
-       "1396       0       0    160      57    160  \n",
-       "1404       0       0    160      57    160  \n",
-       "1412       0       0    160      57    160  \n",
-       "1419       0       0    160      57    160  \n",
-       "1427       0       0    160      57    160  \n",
-       "1436       0       0    160      57    160  \n",
-       "1443       0       0    160      57    160  \n",
-       "1450       0       0    160      57    160  \n",
-       "1457       0       0    160      57    160  \n",
-       "1464       0       0    160      57    160  \n",
-       "1472       0       0    160      57    160  \n",
-       "1481       0       0    160      57    161  \n",
-       "1489       0       0    160      57    159  \n",
-       "1497       0       0    160      57    159  \n",
-       "1504       0       0    160      57    161  \n",
-       "1511       0       0    170      40    170  \n",
-       "1518       0       0    170      40    170  \n",
-       "1525       0       0    170      40    170  \n",
-       "1534       0       0    170      40    170  \n",
-       "1542       0       0    170      40    170  \n",
-       "1551       0       0    170      40    170  \n",
-       "1559       0       0    170      40    170  \n",
-       "1567       0       0    170      40    171  \n",
-       "1575       0       0    170      40    169  \n",
-       "1585       0       0    170      40    170  \n",
-       "1593       0       0    170      40    170  \n",
-       "1601       0       0    170      40    170  \n",
-       "1610       0       0    170      40    170  \n",
-       "1618       0       0    170      40    170  \n",
-       "1626       0       0    170      40    170  \n",
-       "2189       0       0    170      40  11390  \n",
-       "2198       0       0    180      28    180  \n",
-       "2208       0       0    180      28    180  \n",
-       "2219       0       0    180      28    180  \n",
-       "2230       0       0    180      28    181  \n",
-       "2240       0       0    180      28    179  \n",
-       "2250       0       0    180      28    181  \n",
-       "2258       0       0    180      28    179  \n",
-       "2267       0       0    180      28    180  \n",
-       "2278       0       0    180      28    181  \n",
-       "2288       0       0    180      28    179  \n",
-       "2297       0       0    180      28    180  \n",
-       "2306       0       0    180      28    180  \n",
-       "2316       0       0    180      28    180  \n",
-       "2326       0       0    180      28    180  \n",
-       "2336       0       0    180      28    180  \n",
-       "2347       0       0    180      28    180  \n",
-       "2356       0       0    180      28    180  \n",
-       "2364       0       0    180      28    180  \n",
-       "2376       0       0    180      28    180  \n",
-       "2388       0       0    180      28    180  \n",
-       "2396       0       0    180      28    180  \n",
-       "2405       0       0    180      28    180  \n",
-       "2416       0       0    180      28    180  \n",
-       "2424       0       0    180      28    180  \n",
-       "2435       0       0    180      28    181  \n",
-       "2443       0       0    180      28    179  \n",
-       "2454       0       0    180      28    181  \n",
-       "2463       0       0    180      28    179  \n",
-       "2471       0       0    180      28    180  \n",
-       "2481       0       0    180      28    180  \n",
-       "2492       0       0    180      28    180  \n",
-       "2501       0       0    180      28    179  \n",
-       "2511       0       0    180      28    181  \n",
-       "2521       0       0    180      28    181  \n",
-       "2531       0       0    180      28    179  \n",
-       "2541       0       0    180      28    180  \n",
-       "2551       0       0    180      28    180  \n",
-       "2562       0       0    180      28    180  \n",
-       "2570       0       0    180      28    180  \n",
-       "2580       0       0    180      28    180  \n",
-       "2590       0       0    180      28    180  \n",
-       "2599       0       0    180      28    181  \n",
-       "2608       0       0    180      28    179  \n",
-       "2619       0       0    180      28    180  \n",
-       "2629       0       0    180      28    180  \n",
-       "2638       0       0    180      28    180  \n",
-       "2647       0       0    180      28    180  \n",
-       "2657       0       0    180      28    180  \n",
-       "2666       0       0    180      28    180  \n",
-       "2676       0       0    180      28    180  \n",
-       "2687       0       0    180      28    180  \n",
-       "2697       0       0    180      28    180  \n",
-       "2706       0       0    180      28    180  \n",
-       "2715       0       0    180      28    180  \n",
-       "2727       0       0    180      28    180  \n",
-       "2736       0       0    180      28    180  \n",
-       "2745       0       0    180      28    180  \n",
-       "2755       0       0    180      28    180  \n",
-       "2765       0       0    180      28    181  \n",
-       "2775       0       0    180      28    179  \n",
-       "2784       0       0    180      28    180  \n",
-       "2794       0       0    180      28    180  \n",
-       "2803       0       0    180      28    180  \n",
-       "2811       0       0    180      28    180  \n",
-       "2822       0       0    180      28    180  \n",
-       "2828       0       0    180      28    111  \n",
-       "2838       0       0    180      28    179  \n",
-       "2848       0       0    180      28    180  \n",
-       "2858       0       0    180      28    180  \n",
-       "2867       0       0    180      28    180  \n",
-       "2878       0       0    180      28    180  \n",
-       "2887       0       0    180      28    181  \n",
-       "2896       0       0    180      28    179  \n",
-       "2907       0       0    180      28    180  \n",
-       "2917       0       0    180      28    180  \n",
-       "2926       0       0    180      28    179  \n",
-       "2935       0       0    180      28    181  \n",
-       "2944       0       0    180      28    180  \n",
-       "2954       0       0    180      28    180  \n",
-       "2962       0       0    180      28    180  \n",
-       "2971       0       0    180      28    180  \n",
-       "2979       0       0    180      28    180  \n",
-       "2987       0       0    180      28    180  \n",
-       "2997       0       0    180      28    180  \n",
-       "3007       0       0    180      28    180  \n",
-       "3016       0       0    180      28    179  \n",
-       "3026       0       0    180      28    181  \n",
-       "3037       0       0    180      28    181  \n",
-       "3047       0       0    180      28    179  \n",
-       "3056       0       0    180      28    180  \n",
-       "3065       0       0    180      28    180  \n",
-       "3076       0       0    180      28    180  \n",
-       "3085       0       0    180      28    181  \n",
-       "3095       0       0    180      28    179  \n",
-       "3106       0       0    180      28    180  \n",
-       "3115       0       0    180      28    180  \n",
-       "3124       0       0    180      28    180  \n",
-       "3133       0       0    180      28    180  \n",
-       "3144       0       0    180      28    180  \n",
-       "3153       0       0    180      28    180  \n",
-       "3162       0       0    180      28    180  \n",
-       "3172       0       0    180      28    180  \n",
-       "3182       0       0    180      28    180  \n",
-       "3192       0       0    180      28    180  \n",
-       "3201       0       0    180      28    179  \n",
-       "3212       0       0    180      28    181  \n",
-       "3221       0       0    180      28    180  \n",
-       "3231       0       0    180      28    180  \n",
-       "3243       0       0    180      28    180  \n",
-       "3252       0       0    180      28    180  \n",
-       "3262       0       0    180      28    180  \n",
-       "3271       0       0    180      28    180  \n",
-       "3281       0       0    180      28    180  \n",
-       "3291       0       0    180      28    180  \n",
-       "3300       0       0    180      28    180  \n",
-       "3310       0       0    180      28    180  \n",
-       "3319       0       0    180      28    179  \n",
-       "3328       0       0    180      28    181  \n",
-       "3339       0       0    180      28    180  \n",
-       "3349       0       0    180      28    180  \n",
-       "3358       0       0    180      28    180  \n",
-       "3368       0       0    180      28    180  \n",
-       "3378       0       0    180      28    180  \n",
-       "3388       0       0    180      28    180  \n",
-       "3397       0       0    180      28    179  \n",
-       "3407       0       0    180      28    181  \n",
-       "3416       0       0    180      28    181  \n",
-       "3424       0       0    180      28    179  \n",
-       "3434       0       0    180      28    180  \n",
-       "3444       0       0    180      28    179  \n",
-       "3454       0       0    180      28    181  \n",
-       "3463       0       0    180      28    180  \n",
-       "3472       0       0    180      28    180  \n",
-       "3483       0       0    180      28    180  \n",
-       "3484       0       0    180      28     13  \n",
-       "3493       0       0    180      28    177  \n",
-       "3502       0       0    180      28    180  \n",
-       "3512       0       0    180      28    180  \n",
-       "3522       0       0    180      28    180  \n",
-       "3533       0       0    180      28    181  \n",
-       "3542       0       0    180      28    179  \n",
-       "3553       0       0    180      28    180  \n",
-       "3563       0       0    180      28    180  \n",
-       "3572       0       0    180      28    180  \n",
-       "3583       0       0    180      28    180  \n",
-       "3591       0       0    180      28    179  \n",
-       "3601       0       0    180      28    181  \n",
-       "3611       0       0    180      28    180  \n",
-       "3620       0       0    180      28    180  \n",
-       "3630       0       0    180      28    180  \n",
-       "3639       0       0    180      28    179  \n",
-       "3649       0       0    180      28    181  \n",
-       "3658       0       0    180      28    180  \n",
-       "3667       0       0    180      28    180  \n",
-       "3679       0       0    190      18    190  \n",
-       "3689       0       0    190      18    190  \n",
-       "3698       0       0    190      18    190  \n",
-       "3708       0       0    190      18    189  \n",
-       "3718       0       0    190      18    191  \n",
-       "3728       0       0    190      18    190  \n",
-       "3738       0       0    190      18    189  \n",
-       "3747       0       0    190      18    191  \n",
-       "3758       0       0    190      18    190  \n",
-       "3767       0       0    190      18    191  \n",
-       "3777       0       0    190      18    189  \n",
-       "3787       0       0    190      18    190  \n",
-       "3796       0       0    190      18    191  \n",
-       "3805       0       0    190      18    189  \n",
-       "3815       0       0    190      18    189  "
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    }
-   ],
-   "source": [
-    "hist = history.copy()[history.inter_no==175]\n",
-    "hist['diff'] = hist['end_unix'].diff()\n",
-    "hist = hist[1:]\n",
-    "hist\n",
-    "hist['diff'] = hist['diff'].astype(int)\n",
-    "with pd.option_context('display.max_rows', None, 'display.max_columns', None):\n",
-    "    display(hist)"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {},
-   "source": [
-    "# 3. 결측, 이상치 처리"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 13,
-   "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "text/html": [
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-       "<style scoped>\n",
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-       "<table border=\"1\" class=\"dataframe\">\n",
-       "  <thead>\n",
-       "    <tr style=\"text-align: right;\">\n",
-       "      <th></th>\n",
-       "      <th>inter_no</th>\n",
-       "      <th>start_unix</th>\n",
-       "      <th>dura_A1</th>\n",
-       "      <th>dura_A2</th>\n",
-       "      <th>dura_A3</th>\n",
-       "      <th>dura_A4</th>\n",
-       "      <th>dura_A5</th>\n",
-       "      <th>dura_A6</th>\n",
-       "      <th>dura_A7</th>\n",
-       "      <th>dura_A8</th>\n",
-       "      <th>dura_B1</th>\n",
-       "      <th>dura_B2</th>\n",
-       "      <th>dura_B3</th>\n",
-       "      <th>dura_B4</th>\n",
-       "      <th>dura_B5</th>\n",
-       "      <th>dura_B6</th>\n",
-       "      <th>dura_B7</th>\n",
-       "      <th>dura_B8</th>\n",
-       "      <th>cycle</th>\n",
-       "      <th>pstart_unix</th>\n",
-       "    </tr>\n",
-       "  </thead>\n",
-       "  <tbody>\n",
-       "    <tr>\n",
-       "      <th>0</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704380400</td>\n",
-       "      <td>37</td>\n",
-       "      <td>39</td>\n",
-       "      <td>55</td>\n",
-       "      <td>29</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>37</td>\n",
-       "      <td>39</td>\n",
-       "      <td>25</td>\n",
-       "      <td>59</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>160</td>\n",
-       "      <td>1704380400</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704405600</td>\n",
-       "      <td>40</td>\n",
-       "      <td>42</td>\n",
-       "      <td>55</td>\n",
-       "      <td>33</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>40</td>\n",
-       "      <td>42</td>\n",
-       "      <td>29</td>\n",
-       "      <td>59</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>170</td>\n",
-       "      <td>1704405600</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704412800</td>\n",
-       "      <td>43</td>\n",
-       "      <td>45</td>\n",
-       "      <td>55</td>\n",
-       "      <td>37</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>43</td>\n",
-       "      <td>45</td>\n",
-       "      <td>33</td>\n",
-       "      <td>59</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>180</td>\n",
-       "      <td>1704412800</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1704447000</td>\n",
-       "      <td>46</td>\n",
-       "      <td>48</td>\n",
-       "      <td>55</td>\n",
-       "      <td>41</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>46</td>\n",
-       "      <td>48</td>\n",
-       "      <td>37</td>\n",
-       "      <td>59</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>190</td>\n",
-       "      <td>1704447000</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4</th>\n",
-       "      <td>176</td>\n",
-       "      <td>1704380400</td>\n",
-       "      <td>37</td>\n",
-       "      <td>73</td>\n",
-       "      <td>40</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>37</td>\n",
-       "      <td>73</td>\n",
-       "      <td>40</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>150</td>\n",
-       "      <td>1704380400</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5</th>\n",
-       "      <td>176</td>\n",
-       "      <td>1704405600</td>\n",
-       "      <td>37</td>\n",
-       "      <td>93</td>\n",
-       "      <td>40</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>37</td>\n",
-       "      <td>93</td>\n",
-       "      <td>40</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>170</td>\n",
-       "      <td>1704405600</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6</th>\n",
-       "      <td>176</td>\n",
-       "      <td>1704412800</td>\n",
-       "      <td>37</td>\n",
-       "      <td>103</td>\n",
-       "      <td>40</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>37</td>\n",
-       "      <td>103</td>\n",
-       "      <td>40</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>180</td>\n",
-       "      <td>1704412800</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7</th>\n",
-       "      <td>176</td>\n",
-       "      <td>1704447000</td>\n",
-       "      <td>37</td>\n",
-       "      <td>113</td>\n",
-       "      <td>40</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>37</td>\n",
-       "      <td>113</td>\n",
-       "      <td>40</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>190</td>\n",
-       "      <td>1704447000</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8</th>\n",
-       "      <td>177</td>\n",
-       "      <td>1704380400</td>\n",
-       "      <td>36</td>\n",
-       "      <td>20</td>\n",
-       "      <td>68</td>\n",
-       "      <td>26</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>36</td>\n",
-       "      <td>20</td>\n",
-       "      <td>68</td>\n",
-       "      <td>26</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>150</td>\n",
-       "      <td>1704380400</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9</th>\n",
-       "      <td>177</td>\n",
-       "      <td>1704405600</td>\n",
-       "      <td>40</td>\n",
-       "      <td>25</td>\n",
-       "      <td>71</td>\n",
-       "      <td>34</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>40</td>\n",
-       "      <td>25</td>\n",
-       "      <td>71</td>\n",
-       "      <td>34</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>170</td>\n",
-       "      <td>1704405600</td>\n",
-       "    </tr>\n",
-       "  </tbody>\n",
-       "</table>\n",
-       "</div>"
-      ],
-      "text/plain": [
-       "   inter_no  start_unix  dura_A1  dura_A2  dura_A3  dura_A4  dura_A5  dura_A6  \\\n",
-       "0       175  1704380400       37       39       55       29        0        0   \n",
-       "1       175  1704405600       40       42       55       33        0        0   \n",
-       "2       175  1704412800       43       45       55       37        0        0   \n",
-       "3       175  1704447000       46       48       55       41        0        0   \n",
-       "4       176  1704380400       37       73       40        0        0        0   \n",
-       "5       176  1704405600       37       93       40        0        0        0   \n",
-       "6       176  1704412800       37      103       40        0        0        0   \n",
-       "7       176  1704447000       37      113       40        0        0        0   \n",
-       "8       177  1704380400       36       20       68       26        0        0   \n",
-       "9       177  1704405600       40       25       71       34        0        0   \n",
-       "\n",
-       "   dura_A7  dura_A8  dura_B1  dura_B2  dura_B3  dura_B4  dura_B5  dura_B6  \\\n",
-       "0        0        0       37       39       25       59        0        0   \n",
-       "1        0        0       40       42       29       59        0        0   \n",
-       "2        0        0       43       45       33       59        0        0   \n",
-       "3        0        0       46       48       37       59        0        0   \n",
-       "4        0        0       37       73       40        0        0        0   \n",
-       "5        0        0       37       93       40        0        0        0   \n",
-       "6        0        0       37      103       40        0        0        0   \n",
-       "7        0        0       37      113       40        0        0        0   \n",
-       "8        0        0       36       20       68       26        0        0   \n",
-       "9        0        0       40       25       71       34        0        0   \n",
-       "\n",
-       "   dura_B7  dura_B8  cycle  pstart_unix  \n",
-       "0        0        0    160   1704380400  \n",
-       "1        0        0    170   1704405600  \n",
-       "2        0        0    180   1704412800  \n",
-       "3        0        0    190   1704447000  \n",
-       "4        0        0    150   1704380400  \n",
-       "5        0        0    170   1704405600  \n",
-       "6        0        0    180   1704412800  \n",
-       "7        0        0    190   1704447000  \n",
-       "8        0        0    150   1704380400  \n",
-       "9        0        0    170   1704405600  "
-      ]
-     },
-     "execution_count": 13,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "planned = plan.copy()\n",
-    "planned['start_unix'] = planned['start_hour'] * 3600 +planned['start_minute'] * 60 + midnight\n",
-    "start_unixes = planned.start_unix.unique()\n",
-    "planned['pstart_unix'] = planned['start_unix'].apply(lambda x:start_unixes[sum(start_unixes <= x) - 1]) # the unix time when the program started\n",
-    "planned = planned[['inter_no', 'start_unix'] + [f'dura_{alph}{j}' for alph in ['A', 'B'] for j in range(1,9)] + ['cycle', 'pstart_unix']]\n",
-    "planned.head(10)"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 14,
-   "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "text/plain": [
-       "array([175, 202, 201, 210, 211, 176, 178, 177, 206], dtype=int64)"
-      ]
-     },
-     "execution_count": 14,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "make_histid(100).inter_no.unique()"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 84,
-   "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "text/html": [
-       "<div>\n",
-       "<style scoped>\n",
-       "    .dataframe tbody tr th:only-of-type {\n",
-       "        vertical-align: middle;\n",
-       "    }\n",
-       "\n",
-       "    .dataframe tbody tr th {\n",
-       "        vertical-align: top;\n",
-       "    }\n",
-       "\n",
-       "    .dataframe thead th {\n",
-       "        text-align: right;\n",
-       "    }\n",
-       "</style>\n",
-       "<table border=\"1\" class=\"dataframe\">\n",
-       "  <thead>\n",
-       "    <tr style=\"text-align: right;\">\n",
-       "      <th></th>\n",
-       "      <th>inter_no</th>\n",
-       "      <th>start_hour</th>\n",
-       "      <th>start_minute</th>\n",
-       "      <th>ddur_1</th>\n",
-       "      <th>ddur_2</th>\n",
-       "      <th>ddur_3</th>\n",
-       "      <th>ddur_4</th>\n",
-       "      <th>ddur_5</th>\n",
-       "      <th>ddur_6</th>\n",
-       "      <th>ddur_7</th>\n",
-       "      <th>ddur_8</th>\n",
-       "      <th>cycle</th>\n",
-       "      <th>offset</th>\n",
-       "    </tr>\n",
-       "  </thead>\n",
-       "  <tbody>\n",
-       "    <tr>\n",
-       "      <th>0</th>\n",
-       "      <td>175</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>37</td>\n",
-       "      <td>39</td>\n",
-       "      <td>25</td>\n",
-       "      <td>30</td>\n",
-       "      <td>29</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>160</td>\n",
-       "      <td>57</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1</th>\n",
-       "      <td>175</td>\n",
-       "      <td>7</td>\n",
-       "      <td>0</td>\n",
-       "      <td>40</td>\n",
-       "      <td>42</td>\n",
-       "      <td>29</td>\n",
-       "      <td>26</td>\n",
-       "      <td>33</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>170</td>\n",
-       "      <td>40</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2</th>\n",
-       "      <td>175</td>\n",
-       "      <td>9</td>\n",
-       "      <td>0</td>\n",
-       "      <td>43</td>\n",
-       "      <td>45</td>\n",
-       "      <td>33</td>\n",
-       "      <td>22</td>\n",
-       "      <td>37</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>180</td>\n",
-       "      <td>28</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3</th>\n",
-       "      <td>175</td>\n",
-       "      <td>18</td>\n",
-       "      <td>30</td>\n",
-       "      <td>46</td>\n",
-       "      <td>48</td>\n",
-       "      <td>37</td>\n",
-       "      <td>18</td>\n",
-       "      <td>41</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>190</td>\n",
-       "      <td>18</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4</th>\n",
-       "      <td>176</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>37</td>\n",
-       "      <td>73</td>\n",
-       "      <td>40</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>150</td>\n",
-       "      <td>131</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5</th>\n",
-       "      <td>176</td>\n",
-       "      <td>7</td>\n",
-       "      <td>0</td>\n",
-       "      <td>37</td>\n",
-       "      <td>93</td>\n",
-       "      <td>40</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>170</td>\n",
-       "      <td>153</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6</th>\n",
-       "      <td>176</td>\n",
-       "      <td>9</td>\n",
-       "      <td>0</td>\n",
-       "      <td>37</td>\n",
-       "      <td>103</td>\n",
-       "      <td>40</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>180</td>\n",
-       "      <td>169</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7</th>\n",
-       "      <td>176</td>\n",
-       "      <td>18</td>\n",
-       "      <td>30</td>\n",
-       "      <td>37</td>\n",
-       "      <td>113</td>\n",
-       "      <td>40</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>190</td>\n",
-       "      <td>185</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8</th>\n",
-       "      <td>177</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>36</td>\n",
-       "      <td>20</td>\n",
-       "      <td>68</td>\n",
-       "      <td>26</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>150</td>\n",
-       "      <td>35</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9</th>\n",
-       "      <td>177</td>\n",
-       "      <td>7</td>\n",
-       "      <td>0</td>\n",
-       "      <td>40</td>\n",
-       "      <td>25</td>\n",
-       "      <td>71</td>\n",
-       "      <td>34</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>170</td>\n",
-       "      <td>33</td>\n",
-       "    </tr>\n",
-       "  </tbody>\n",
-       "</table>\n",
-       "</div>"
-      ],
-      "text/plain": [
-       "   inter_no  start_hour  start_minute  ddur_1  ddur_2  ddur_3  ddur_4  ddur_5  \\\n",
-       "0       175           0             0      37      39      25      30      29   \n",
-       "1       175           7             0      40      42      29      26      33   \n",
-       "2       175           9             0      43      45      33      22      37   \n",
-       "3       175          18            30      46      48      37      18      41   \n",
-       "4       176           0             0      37      73      40       0       0   \n",
-       "5       176           7             0      37      93      40       0       0   \n",
-       "6       176           9             0      37     103      40       0       0   \n",
-       "7       176          18            30      37     113      40       0       0   \n",
-       "8       177           0             0      36      20      68      26       0   \n",
-       "9       177           7             0      40      25      71      34       0   \n",
-       "\n",
-       "   ddur_6  ddur_7  ddur_8  cycle  offset  \n",
-       "0       0       0       0    160      57  \n",
-       "1       0       0       0    170      40  \n",
-       "2       0       0       0    180      28  \n",
-       "3       0       0       0    190      18  \n",
-       "4       0       0       0    150     131  \n",
-       "5       0       0       0    170     153  \n",
-       "6       0       0       0    180     169  \n",
-       "7       0       0       0    190     185  \n",
-       "8       0       0       0    150      35  \n",
-       "9       0       0       0    170      33  "
-      ]
-     },
-     "execution_count": 84,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "pland = plan.copy() # A, B가 통합된 plan (plan detailed)\n",
-    "cums_A = np.array(pland[[f'dura_A{k}' for k in range(1,9)]].cumsum(axis=1))\n",
-    "cums_B = np.array(pland[[f'dura_B{k}' for k in range(1,9)]].cumsum(axis=1))\n",
-    "detailed_cums = []\n",
-    "i = 0\n",
-    "for row_A, row_B in zip(cums_A, cums_B):\n",
-    "    combined_row = np.unique(np.concatenate((row_A, row_B)))\n",
-    "    ddur = np.concatenate(([combined_row[0]], np.diff(combined_row)))\n",
-    "    ddur = np.pad(ddur, (0, 8 - len(ddur)), constant_values=(0))\n",
-    "    detailed_cums.append(ddur)\n",
-    "    for j in range(8):\n",
-    "        pland.at[i, f'ddur_{j+1}'] = ddur[j]\n",
-    "    i+=1\n",
-    "pland = pland[['inter_no', 'start_hour', 'start_minute'] + [f'ddur_{i}' for i in range(1,9)] + ['cycle', 'offset']] # plan detailed\n",
-    "pland[[f'ddur_{i}' for i in range(1,9)]] = pland[[f'ddur_{i}' for i in range(1,9)]].astype(int)\n",
-    "pland[:10]"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "histid = make_histid(25)"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 120,
-   "metadata": {},
-   "outputs": [
-    {
-     "data": {
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-       "  <thead>\n",
-       "    <tr style=\"text-align: right;\">\n",
-       "      <th></th>\n",
-       "      <th>inter_no</th>\n",
-       "      <th>phas_A</th>\n",
-       "      <th>phas_B</th>\n",
-       "      <th>duration</th>\n",
-       "      <th>inc_edge_A</th>\n",
-       "      <th>inc_edge_B</th>\n",
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-       "      <th>out_edge_B</th>\n",
-       "      <th>diff</th>\n",
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-       "    <tr>\n",
-       "      <th>start_unix</th>\n",
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-       "      <th></th>\n",
-       "      <th></th>\n",
-       "      <th></th>\n",
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-       "      <th></th>\n",
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-       "      <th></th>\n",
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-       "  </thead>\n",
-       "  <tbody>\n",
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-       "      <th>1704384400</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1</td>\n",
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-       "      <td>571500487_01</td>\n",
-       "      <td>571542797_02</td>\n",
-       "      <td>0</td>\n",
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-       "      <th>1704384400</th>\n",
-       "      <td>175</td>\n",
-       "      <td>2</td>\n",
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-       "      <td>39</td>\n",
-       "      <td>-571500487_01</td>\n",
-       "      <td>-571542797_02</td>\n",
-       "      <td>571545870_01</td>\n",
-       "      <td>571510153_01</td>\n",
-       "      <td>0</td>\n",
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-       "      <th>1704384400</th>\n",
-       "      <td>175</td>\n",
-       "      <td>3</td>\n",
-       "      <td>3</td>\n",
-       "      <td>25</td>\n",
-       "      <td>571545870_02</td>\n",
-       "      <td>571545870_02</td>\n",
-       "      <td>571510153_01</td>\n",
-       "      <td>571542797_02</td>\n",
-       "      <td>0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1704384400</th>\n",
-       "      <td>175</td>\n",
-       "      <td>3</td>\n",
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-       "      <td>30</td>\n",
-       "      <td>571545870_02</td>\n",
-       "      <td>571510153_02</td>\n",
-       "      <td>571510153_01</td>\n",
-       "      <td>571545870_01</td>\n",
-       "      <td>0</td>\n",
-       "    </tr>\n",
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-       "      <th>1704384400</th>\n",
-       "      <td>175</td>\n",
-       "      <td>4</td>\n",
-       "      <td>4</td>\n",
-       "      <td>29</td>\n",
-       "      <td>571510153_02</td>\n",
-       "      <td>571510153_02</td>\n",
-       "      <td>571500487_01</td>\n",
-       "      <td>571545870_01</td>\n",
-       "      <td>0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1704384560</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1</td>\n",
-       "      <td>1</td>\n",
-       "      <td>37</td>\n",
-       "      <td>-571542797_02</td>\n",
-       "      <td>-571500487_01</td>\n",
-       "      <td>571500487_01</td>\n",
-       "      <td>571542797_02</td>\n",
-       "      <td>160</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1704384560</th>\n",
-       "      <td>175</td>\n",
-       "      <td>2</td>\n",
-       "      <td>2</td>\n",
-       "      <td>39</td>\n",
-       "      <td>-571500487_01</td>\n",
-       "      <td>-571542797_02</td>\n",
-       "      <td>571545870_01</td>\n",
-       "      <td>571510153_01</td>\n",
-       "      <td>0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1704384560</th>\n",
-       "      <td>175</td>\n",
-       "      <td>3</td>\n",
-       "      <td>3</td>\n",
-       "      <td>25</td>\n",
-       "      <td>571545870_02</td>\n",
-       "      <td>571545870_02</td>\n",
-       "      <td>571510153_01</td>\n",
-       "      <td>571542797_02</td>\n",
-       "      <td>0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1704384560</th>\n",
-       "      <td>175</td>\n",
-       "      <td>3</td>\n",
-       "      <td>4</td>\n",
-       "      <td>30</td>\n",
-       "      <td>571545870_02</td>\n",
-       "      <td>571510153_02</td>\n",
-       "      <td>571510153_01</td>\n",
-       "      <td>571545870_01</td>\n",
-       "      <td>0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1704384560</th>\n",
-       "      <td>175</td>\n",
-       "      <td>4</td>\n",
-       "      <td>4</td>\n",
-       "      <td>29</td>\n",
-       "      <td>571510153_02</td>\n",
-       "      <td>571510153_02</td>\n",
-       "      <td>571500487_01</td>\n",
-       "      <td>571545870_01</td>\n",
-       "      <td>0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1704384720</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1</td>\n",
-       "      <td>1</td>\n",
-       "      <td>37</td>\n",
-       "      <td>-571542797_02</td>\n",
-       "      <td>-571500487_01</td>\n",
-       "      <td>571500487_01</td>\n",
-       "      <td>571542797_02</td>\n",
-       "      <td>160</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1704384720</th>\n",
-       "      <td>175</td>\n",
-       "      <td>2</td>\n",
-       "      <td>2</td>\n",
-       "      <td>39</td>\n",
-       "      <td>-571500487_01</td>\n",
-       "      <td>-571542797_02</td>\n",
-       "      <td>571545870_01</td>\n",
-       "      <td>571510153_01</td>\n",
-       "      <td>0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1704384720</th>\n",
-       "      <td>175</td>\n",
-       "      <td>3</td>\n",
-       "      <td>3</td>\n",
-       "      <td>25</td>\n",
-       "      <td>571545870_02</td>\n",
-       "      <td>571545870_02</td>\n",
-       "      <td>571510153_01</td>\n",
-       "      <td>571542797_02</td>\n",
-       "      <td>0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1704384720</th>\n",
-       "      <td>175</td>\n",
-       "      <td>3</td>\n",
-       "      <td>4</td>\n",
-       "      <td>30</td>\n",
-       "      <td>571545870_02</td>\n",
-       "      <td>571510153_02</td>\n",
-       "      <td>571510153_01</td>\n",
-       "      <td>571545870_01</td>\n",
-       "      <td>0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1704384720</th>\n",
-       "      <td>175</td>\n",
-       "      <td>4</td>\n",
-       "      <td>4</td>\n",
-       "      <td>29</td>\n",
-       "      <td>571510153_02</td>\n",
-       "      <td>571510153_02</td>\n",
-       "      <td>571500487_01</td>\n",
-       "      <td>571545870_01</td>\n",
-       "      <td>0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1704385318</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1</td>\n",
-       "      <td>1</td>\n",
-       "      <td>37</td>\n",
-       "      <td>-571542797_02</td>\n",
-       "      <td>-571500487_01</td>\n",
-       "      <td>571500487_01</td>\n",
-       "      <td>571542797_02</td>\n",
-       "      <td>598</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1704385318</th>\n",
-       "      <td>175</td>\n",
-       "      <td>2</td>\n",
-       "      <td>2</td>\n",
-       "      <td>39</td>\n",
-       "      <td>-571500487_01</td>\n",
-       "      <td>-571542797_02</td>\n",
-       "      <td>571545870_01</td>\n",
-       "      <td>571510153_01</td>\n",
-       "      <td>0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1704385318</th>\n",
-       "      <td>175</td>\n",
-       "      <td>3</td>\n",
-       "      <td>3</td>\n",
-       "      <td>25</td>\n",
-       "      <td>571545870_02</td>\n",
-       "      <td>571545870_02</td>\n",
-       "      <td>571510153_01</td>\n",
-       "      <td>571542797_02</td>\n",
-       "      <td>0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1704385318</th>\n",
-       "      <td>175</td>\n",
-       "      <td>3</td>\n",
-       "      <td>4</td>\n",
-       "      <td>30</td>\n",
-       "      <td>571545870_02</td>\n",
-       "      <td>571510153_02</td>\n",
-       "      <td>571510153_01</td>\n",
-       "      <td>571545870_01</td>\n",
-       "      <td>0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1704385318</th>\n",
-       "      <td>175</td>\n",
-       "      <td>4</td>\n",
-       "      <td>4</td>\n",
-       "      <td>29</td>\n",
-       "      <td>571510153_02</td>\n",
-       "      <td>571510153_02</td>\n",
-       "      <td>571500487_01</td>\n",
-       "      <td>571545870_01</td>\n",
-       "      <td>0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1704385480</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1</td>\n",
-       "      <td>1</td>\n",
-       "      <td>37</td>\n",
-       "      <td>-571542797_02</td>\n",
-       "      <td>-571500487_01</td>\n",
-       "      <td>571500487_01</td>\n",
-       "      <td>571542797_02</td>\n",
-       "      <td>162</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1704385480</th>\n",
-       "      <td>175</td>\n",
-       "      <td>2</td>\n",
-       "      <td>2</td>\n",
-       "      <td>39</td>\n",
-       "      <td>-571500487_01</td>\n",
-       "      <td>-571542797_02</td>\n",
-       "      <td>571545870_01</td>\n",
-       "      <td>571510153_01</td>\n",
-       "      <td>0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1704385480</th>\n",
-       "      <td>175</td>\n",
-       "      <td>3</td>\n",
-       "      <td>3</td>\n",
-       "      <td>25</td>\n",
-       "      <td>571545870_02</td>\n",
-       "      <td>571545870_02</td>\n",
-       "      <td>571510153_01</td>\n",
-       "      <td>571542797_02</td>\n",
-       "      <td>0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1704385480</th>\n",
-       "      <td>175</td>\n",
-       "      <td>3</td>\n",
-       "      <td>4</td>\n",
-       "      <td>30</td>\n",
-       "      <td>571545870_02</td>\n",
-       "      <td>571510153_02</td>\n",
-       "      <td>571510153_01</td>\n",
-       "      <td>571545870_01</td>\n",
-       "      <td>0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1704385480</th>\n",
-       "      <td>175</td>\n",
-       "      <td>4</td>\n",
-       "      <td>4</td>\n",
-       "      <td>29</td>\n",
-       "      <td>571510153_02</td>\n",
-       "      <td>571510153_02</td>\n",
-       "      <td>571500487_01</td>\n",
-       "      <td>571545870_01</td>\n",
-       "      <td>0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1704385640</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1</td>\n",
-       "      <td>1</td>\n",
-       "      <td>37</td>\n",
-       "      <td>-571542797_02</td>\n",
-       "      <td>-571500487_01</td>\n",
-       "      <td>571500487_01</td>\n",
-       "      <td>571542797_02</td>\n",
-       "      <td>160</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1704385640</th>\n",
-       "      <td>175</td>\n",
-       "      <td>2</td>\n",
-       "      <td>2</td>\n",
-       "      <td>39</td>\n",
-       "      <td>-571500487_01</td>\n",
-       "      <td>-571542797_02</td>\n",
-       "      <td>571545870_01</td>\n",
-       "      <td>571510153_01</td>\n",
-       "      <td>0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1704385640</th>\n",
-       "      <td>175</td>\n",
-       "      <td>3</td>\n",
-       "      <td>3</td>\n",
-       "      <td>25</td>\n",
-       "      <td>571545870_02</td>\n",
-       "      <td>571545870_02</td>\n",
-       "      <td>571510153_01</td>\n",
-       "      <td>571542797_02</td>\n",
-       "      <td>0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1704385640</th>\n",
-       "      <td>175</td>\n",
-       "      <td>3</td>\n",
-       "      <td>4</td>\n",
-       "      <td>30</td>\n",
-       "      <td>571545870_02</td>\n",
-       "      <td>571510153_02</td>\n",
-       "      <td>571510153_01</td>\n",
-       "      <td>571545870_01</td>\n",
-       "      <td>0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1704385640</th>\n",
-       "      <td>175</td>\n",
-       "      <td>4</td>\n",
-       "      <td>4</td>\n",
-       "      <td>29</td>\n",
-       "      <td>571510153_02</td>\n",
-       "      <td>571510153_02</td>\n",
-       "      <td>571500487_01</td>\n",
-       "      <td>571545870_01</td>\n",
-       "      <td>0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1704385800</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1</td>\n",
-       "      <td>1</td>\n",
-       "      <td>37</td>\n",
-       "      <td>-571542797_02</td>\n",
-       "      <td>-571500487_01</td>\n",
-       "      <td>571500487_01</td>\n",
-       "      <td>571542797_02</td>\n",
-       "      <td>160</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1704385800</th>\n",
-       "      <td>175</td>\n",
-       "      <td>2</td>\n",
-       "      <td>2</td>\n",
-       "      <td>39</td>\n",
-       "      <td>-571500487_01</td>\n",
-       "      <td>-571542797_02</td>\n",
-       "      <td>571545870_01</td>\n",
-       "      <td>571510153_01</td>\n",
-       "      <td>0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1704385800</th>\n",
-       "      <td>175</td>\n",
-       "      <td>3</td>\n",
-       "      <td>3</td>\n",
-       "      <td>25</td>\n",
-       "      <td>571545870_02</td>\n",
-       "      <td>571545870_02</td>\n",
-       "      <td>571510153_01</td>\n",
-       "      <td>571542797_02</td>\n",
-       "      <td>0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1704385800</th>\n",
-       "      <td>175</td>\n",
-       "      <td>3</td>\n",
-       "      <td>4</td>\n",
-       "      <td>30</td>\n",
-       "      <td>571545870_02</td>\n",
-       "      <td>571510153_02</td>\n",
-       "      <td>571510153_01</td>\n",
-       "      <td>571545870_01</td>\n",
-       "      <td>0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1704385800</th>\n",
-       "      <td>175</td>\n",
-       "      <td>4</td>\n",
-       "      <td>4</td>\n",
-       "      <td>29</td>\n",
-       "      <td>571510153_02</td>\n",
-       "      <td>571510153_02</td>\n",
-       "      <td>571500487_01</td>\n",
-       "      <td>571545870_01</td>\n",
-       "      <td>0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1704385960</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1</td>\n",
-       "      <td>1</td>\n",
-       "      <td>37</td>\n",
-       "      <td>-571542797_02</td>\n",
-       "      <td>-571500487_01</td>\n",
-       "      <td>571500487_01</td>\n",
-       "      <td>571542797_02</td>\n",
-       "      <td>160</td>\n",
+       "      <td>i1</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>1704385960</th>\n",
-       "      <td>175</td>\n",
-       "      <td>2</td>\n",
-       "      <td>2</td>\n",
-       "      <td>39</td>\n",
-       "      <td>-571500487_01</td>\n",
-       "      <td>-571542797_02</td>\n",
-       "      <td>571545870_01</td>\n",
-       "      <td>571510153_01</td>\n",
-       "      <td>0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1704385960</th>\n",
-       "      <td>175</td>\n",
-       "      <td>3</td>\n",
-       "      <td>3</td>\n",
-       "      <td>25</td>\n",
-       "      <td>571545870_02</td>\n",
-       "      <td>571545870_02</td>\n",
-       "      <td>571510153_01</td>\n",
-       "      <td>571542797_02</td>\n",
-       "      <td>0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1704385960</th>\n",
-       "      <td>175</td>\n",
-       "      <td>3</td>\n",
-       "      <td>4</td>\n",
-       "      <td>30</td>\n",
-       "      <td>571545870_02</td>\n",
-       "      <td>571510153_02</td>\n",
-       "      <td>571510153_01</td>\n",
-       "      <td>571545870_01</td>\n",
-       "      <td>0</td>\n",
+       "      <th>20</th>\n",
+       "      <td>176</td>\n",
+       "      <td>21</td>\n",
+       "      <td>북</td>\n",
+       "      <td>서</td>\n",
+       "      <td>571542797_02.99</td>\n",
+       "      <td>571543469_01</td>\n",
+       "      <td>i1</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>1704385960</th>\n",
-       "      <td>175</td>\n",
-       "      <td>4</td>\n",
-       "      <td>4</td>\n",
-       "      <td>29</td>\n",
-       "      <td>571510153_02</td>\n",
-       "      <td>571510153_02</td>\n",
-       "      <td>571500487_01</td>\n",
-       "      <td>571545870_01</td>\n",
-       "      <td>0</td>\n",
+       "      <th>21</th>\n",
+       "      <td>176</td>\n",
+       "      <td>21</td>\n",
+       "      <td>서</td>\n",
+       "      <td>남</td>\n",
+       "      <td>571543469_02</td>\n",
+       "      <td>571542810_01</td>\n",
+       "      <td>i1</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>1704386120</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1</td>\n",
+       "      <th>22</th>\n",
+       "      <td>177</td>\n",
        "      <td>1</td>\n",
-       "      <td>37</td>\n",
-       "      <td>-571542797_02</td>\n",
-       "      <td>-571500487_01</td>\n",
-       "      <td>571500487_01</td>\n",
-       "      <td>571542797_02</td>\n",
-       "      <td>160</td>\n",
+       "      <td>동</td>\n",
+       "      <td>남</td>\n",
+       "      <td>571542107_02</td>\n",
+       "      <td>571542809_01</td>\n",
+       "      <td>i2</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>1704386120</th>\n",
-       "      <td>175</td>\n",
-       "      <td>2</td>\n",
+       "      <th>23</th>\n",
+       "      <td>177</td>\n",
        "      <td>2</td>\n",
-       "      <td>39</td>\n",
-       "      <td>-571500487_01</td>\n",
-       "      <td>-571542797_02</td>\n",
-       "      <td>571545870_01</td>\n",
-       "      <td>571510153_01</td>\n",
-       "      <td>0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1704386120</th>\n",
-       "      <td>175</td>\n",
-       "      <td>3</td>\n",
-       "      <td>3</td>\n",
-       "      <td>25</td>\n",
-       "      <td>571545870_02</td>\n",
-       "      <td>571545870_02</td>\n",
-       "      <td>571510153_01</td>\n",
-       "      <td>571542797_02</td>\n",
-       "      <td>0</td>\n",
+       "      <td>서</td>\n",
+       "      <td>동</td>\n",
+       "      <td>-571542809_01</td>\n",
+       "      <td>571542107_01</td>\n",
+       "      <td>i2</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>1704386120</th>\n",
-       "      <td>175</td>\n",
+       "      <th>24</th>\n",
+       "      <td>177</td>\n",
        "      <td>3</td>\n",
-       "      <td>4</td>\n",
-       "      <td>30</td>\n",
-       "      <td>571545870_02</td>\n",
-       "      <td>571510153_02</td>\n",
-       "      <td>571510153_01</td>\n",
-       "      <td>571545870_01</td>\n",
-       "      <td>0</td>\n",
+       "      <td>남</td>\n",
+       "      <td>서</td>\n",
+       "      <td>-571542809_01</td>\n",
+       "      <td>571542809_01</td>\n",
+       "      <td>i2</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>1704386120</th>\n",
-       "      <td>175</td>\n",
-       "      <td>4</td>\n",
+       "      <th>25</th>\n",
+       "      <td>177</td>\n",
        "      <td>4</td>\n",
-       "      <td>29</td>\n",
-       "      <td>571510153_02</td>\n",
-       "      <td>571510153_02</td>\n",
-       "      <td>571500487_01</td>\n",
-       "      <td>571545870_01</td>\n",
-       "      <td>0</td>\n",
+       "      <td>북</td>\n",
+       "      <td>남</td>\n",
+       "      <td>571542811_02</td>\n",
+       "      <td>571542809_01</td>\n",
+       "      <td>i2</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>1704386280</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1</td>\n",
-       "      <td>1</td>\n",
-       "      <td>37</td>\n",
-       "      <td>-571542797_02</td>\n",
-       "      <td>-571500487_01</td>\n",
-       "      <td>571500487_01</td>\n",
-       "      <td>571542797_02</td>\n",
-       "      <td>160</td>\n",
+       "      <th>26</th>\n",
+       "      <td>177</td>\n",
+       "      <td>5</td>\n",
+       "      <td>서</td>\n",
+       "      <td>북</td>\n",
+       "      <td>-571542809_01</td>\n",
+       "      <td>571542811_01</td>\n",
+       "      <td>i2</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>1704386280</th>\n",
-       "      <td>175</td>\n",
-       "      <td>2</td>\n",
-       "      <td>2</td>\n",
-       "      <td>39</td>\n",
-       "      <td>-571500487_01</td>\n",
-       "      <td>-571542797_02</td>\n",
-       "      <td>571545870_01</td>\n",
-       "      <td>571510153_01</td>\n",
-       "      <td>0</td>\n",
+       "      <th>27</th>\n",
+       "      <td>177</td>\n",
+       "      <td>6</td>\n",
+       "      <td>동</td>\n",
+       "      <td>서</td>\n",
+       "      <td>571542107_02</td>\n",
+       "      <td>571542809_01</td>\n",
+       "      <td>i2</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>1704386280</th>\n",
-       "      <td>175</td>\n",
-       "      <td>3</td>\n",
-       "      <td>3</td>\n",
-       "      <td>25</td>\n",
-       "      <td>571545870_02</td>\n",
-       "      <td>571545870_02</td>\n",
-       "      <td>571510153_01</td>\n",
-       "      <td>571542797_02</td>\n",
-       "      <td>0</td>\n",
+       "      <th>28</th>\n",
+       "      <td>177</td>\n",
+       "      <td>7</td>\n",
+       "      <td>북</td>\n",
+       "      <td>동</td>\n",
+       "      <td>571542811_02</td>\n",
+       "      <td>571542107_01</td>\n",
+       "      <td>i2</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>1704386280</th>\n",
-       "      <td>175</td>\n",
-       "      <td>3</td>\n",
-       "      <td>4</td>\n",
-       "      <td>30</td>\n",
-       "      <td>571545870_02</td>\n",
-       "      <td>571510153_02</td>\n",
-       "      <td>571510153_01</td>\n",
-       "      <td>571545870_01</td>\n",
-       "      <td>0</td>\n",
+       "      <th>29</th>\n",
+       "      <td>177</td>\n",
+       "      <td>8</td>\n",
+       "      <td>남</td>\n",
+       "      <td>북</td>\n",
+       "      <td>-571542809_01</td>\n",
+       "      <td>571542811_01</td>\n",
+       "      <td>i2</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>1704386280</th>\n",
-       "      <td>175</td>\n",
-       "      <td>4</td>\n",
-       "      <td>4</td>\n",
-       "      <td>29</td>\n",
-       "      <td>571510153_02</td>\n",
-       "      <td>571510153_02</td>\n",
-       "      <td>571500487_01</td>\n",
-       "      <td>571545870_01</td>\n",
-       "      <td>0</td>\n",
+       "      <th>30</th>\n",
+       "      <td>177</td>\n",
+       "      <td>17</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>i2</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>1704386440</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1</td>\n",
-       "      <td>1</td>\n",
-       "      <td>37</td>\n",
-       "      <td>-571542797_02</td>\n",
-       "      <td>-571500487_01</td>\n",
-       "      <td>571500487_01</td>\n",
-       "      <td>571542797_02</td>\n",
-       "      <td>160</td>\n",
+       "      <th>31</th>\n",
+       "      <td>177</td>\n",
+       "      <td>18</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>i2</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>1704386440</th>\n",
-       "      <td>175</td>\n",
-       "      <td>2</td>\n",
-       "      <td>2</td>\n",
-       "      <td>39</td>\n",
-       "      <td>-571500487_01</td>\n",
-       "      <td>-571542797_02</td>\n",
-       "      <td>571545870_01</td>\n",
-       "      <td>571510153_01</td>\n",
-       "      <td>0</td>\n",
+       "      <th>32</th>\n",
+       "      <td>177</td>\n",
+       "      <td>21</td>\n",
+       "      <td>북</td>\n",
+       "      <td>서</td>\n",
+       "      <td>571542811_02</td>\n",
+       "      <td>571542809_01</td>\n",
+       "      <td>i2</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>1704386440</th>\n",
-       "      <td>175</td>\n",
-       "      <td>3</td>\n",
-       "      <td>3</td>\n",
-       "      <td>25</td>\n",
-       "      <td>571545870_02</td>\n",
-       "      <td>571545870_02</td>\n",
-       "      <td>571510153_01</td>\n",
-       "      <td>571542797_02</td>\n",
-       "      <td>0</td>\n",
+       "      <th>33</th>\n",
+       "      <td>177</td>\n",
+       "      <td>21</td>\n",
+       "      <td>서</td>\n",
+       "      <td>남</td>\n",
+       "      <td>-571542809_01</td>\n",
+       "      <td>571542809_01</td>\n",
+       "      <td>i2</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>1704386440</th>\n",
-       "      <td>175</td>\n",
-       "      <td>3</td>\n",
-       "      <td>4</td>\n",
-       "      <td>30</td>\n",
-       "      <td>571545870_02</td>\n",
-       "      <td>571510153_02</td>\n",
-       "      <td>571510153_01</td>\n",
-       "      <td>571545870_01</td>\n",
-       "      <td>0</td>\n",
+       "      <th>34</th>\n",
+       "      <td>177</td>\n",
+       "      <td>21</td>\n",
+       "      <td>남</td>\n",
+       "      <td>동</td>\n",
+       "      <td>-571542809_01</td>\n",
+       "      <td>571542107_01</td>\n",
+       "      <td>i2</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>1704386440</th>\n",
-       "      <td>175</td>\n",
-       "      <td>4</td>\n",
-       "      <td>4</td>\n",
-       "      <td>29</td>\n",
-       "      <td>571510153_02</td>\n",
-       "      <td>571510153_02</td>\n",
-       "      <td>571500487_01</td>\n",
-       "      <td>571545870_01</td>\n",
-       "      <td>0</td>\n",
+       "      <th>35</th>\n",
+       "      <td>177</td>\n",
+       "      <td>21</td>\n",
+       "      <td>동</td>\n",
+       "      <td>북</td>\n",
+       "      <td>571542107_02</td>\n",
+       "      <td>571542811_01</td>\n",
+       "      <td>i2</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>1704386601</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1</td>\n",
+       "      <th>36</th>\n",
+       "      <td>178</td>\n",
        "      <td>1</td>\n",
-       "      <td>37</td>\n",
-       "      <td>-571542797_02</td>\n",
-       "      <td>-571500487_01</td>\n",
-       "      <td>571500487_01</td>\n",
-       "      <td>571542797_02</td>\n",
-       "      <td>161</td>\n",
+       "      <td>동</td>\n",
+       "      <td>남</td>\n",
+       "      <td>-571500475_01</td>\n",
+       "      <td>571540304_01</td>\n",
+       "      <td>i3</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>1704386601</th>\n",
-       "      <td>175</td>\n",
-       "      <td>2</td>\n",
+       "      <th>37</th>\n",
+       "      <td>178</td>\n",
        "      <td>2</td>\n",
-       "      <td>39</td>\n",
-       "      <td>-571500487_01</td>\n",
-       "      <td>-571542797_02</td>\n",
-       "      <td>571545870_01</td>\n",
-       "      <td>571510153_01</td>\n",
-       "      <td>0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1704386601</th>\n",
-       "      <td>175</td>\n",
-       "      <td>3</td>\n",
-       "      <td>3</td>\n",
-       "      <td>25</td>\n",
-       "      <td>571545870_02</td>\n",
-       "      <td>571545870_02</td>\n",
-       "      <td>571510153_01</td>\n",
-       "      <td>571542797_02</td>\n",
-       "      <td>0</td>\n",
+       "      <td>서</td>\n",
+       "      <td>동</td>\n",
+       "      <td>571540303_02.21</td>\n",
+       "      <td>571500475_01</td>\n",
+       "      <td>i3</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>1704386601</th>\n",
-       "      <td>175</td>\n",
+       "      <th>38</th>\n",
+       "      <td>178</td>\n",
        "      <td>3</td>\n",
-       "      <td>4</td>\n",
-       "      <td>30</td>\n",
-       "      <td>571545870_02</td>\n",
-       "      <td>571510153_02</td>\n",
-       "      <td>571510153_01</td>\n",
-       "      <td>571545870_01</td>\n",
-       "      <td>0</td>\n",
+       "      <td>남</td>\n",
+       "      <td>서</td>\n",
+       "      <td>571540304_02</td>\n",
+       "      <td>571540303_01</td>\n",
+       "      <td>i3</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>1704386601</th>\n",
-       "      <td>175</td>\n",
-       "      <td>4</td>\n",
+       "      <th>39</th>\n",
+       "      <td>178</td>\n",
        "      <td>4</td>\n",
-       "      <td>29</td>\n",
-       "      <td>571510153_02</td>\n",
-       "      <td>571510153_02</td>\n",
-       "      <td>571500487_01</td>\n",
-       "      <td>571545870_01</td>\n",
-       "      <td>0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1704386760</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1</td>\n",
-       "      <td>1</td>\n",
-       "      <td>37</td>\n",
-       "      <td>-571542797_02</td>\n",
-       "      <td>-571500487_01</td>\n",
-       "      <td>571500487_01</td>\n",
-       "      <td>571542797_02</td>\n",
-       "      <td>159</td>\n",
+       "      <td>북</td>\n",
+       "      <td>남</td>\n",
+       "      <td>571556450_02</td>\n",
+       "      <td>571540304_01</td>\n",
+       "      <td>i3</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>1704386760</th>\n",
-       "      <td>175</td>\n",
-       "      <td>2</td>\n",
-       "      <td>2</td>\n",
-       "      <td>39</td>\n",
-       "      <td>-571500487_01</td>\n",
-       "      <td>-571542797_02</td>\n",
-       "      <td>571545870_01</td>\n",
-       "      <td>571510153_01</td>\n",
-       "      <td>0</td>\n",
+       "      <th>40</th>\n",
+       "      <td>178</td>\n",
+       "      <td>5</td>\n",
+       "      <td>서</td>\n",
+       "      <td>북</td>\n",
+       "      <td>571540303_02.21</td>\n",
+       "      <td>571556450_01</td>\n",
+       "      <td>i3</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>1704386760</th>\n",
-       "      <td>175</td>\n",
-       "      <td>3</td>\n",
-       "      <td>3</td>\n",
-       "      <td>25</td>\n",
-       "      <td>571545870_02</td>\n",
-       "      <td>571545870_02</td>\n",
-       "      <td>571510153_01</td>\n",
-       "      <td>571542797_02</td>\n",
-       "      <td>0</td>\n",
+       "      <th>41</th>\n",
+       "      <td>178</td>\n",
+       "      <td>6</td>\n",
+       "      <td>동</td>\n",
+       "      <td>서</td>\n",
+       "      <td>-571500475_01</td>\n",
+       "      <td>571540303_01</td>\n",
+       "      <td>i3</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>1704386760</th>\n",
-       "      <td>175</td>\n",
-       "      <td>3</td>\n",
-       "      <td>4</td>\n",
-       "      <td>30</td>\n",
-       "      <td>571545870_02</td>\n",
-       "      <td>571510153_02</td>\n",
-       "      <td>571510153_01</td>\n",
-       "      <td>571545870_01</td>\n",
-       "      <td>0</td>\n",
+       "      <th>42</th>\n",
+       "      <td>178</td>\n",
+       "      <td>7</td>\n",
+       "      <td>북</td>\n",
+       "      <td>동</td>\n",
+       "      <td>571556450_02</td>\n",
+       "      <td>571500475_01</td>\n",
+       "      <td>i3</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>1704386760</th>\n",
-       "      <td>175</td>\n",
-       "      <td>4</td>\n",
-       "      <td>4</td>\n",
-       "      <td>29</td>\n",
-       "      <td>571510153_02</td>\n",
-       "      <td>571510153_02</td>\n",
-       "      <td>571500487_01</td>\n",
-       "      <td>571545870_01</td>\n",
-       "      <td>0</td>\n",
+       "      <th>43</th>\n",
+       "      <td>178</td>\n",
+       "      <td>8</td>\n",
+       "      <td>남</td>\n",
+       "      <td>북</td>\n",
+       "      <td>571540304_02</td>\n",
+       "      <td>571556450_01</td>\n",
+       "      <td>i3</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>1704386920</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1</td>\n",
-       "      <td>1</td>\n",
-       "      <td>37</td>\n",
-       "      <td>-571542797_02</td>\n",
-       "      <td>-571500487_01</td>\n",
-       "      <td>571500487_01</td>\n",
-       "      <td>571542797_02</td>\n",
-       "      <td>160</td>\n",
+       "      <th>44</th>\n",
+       "      <td>178</td>\n",
+       "      <td>17</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>i3</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>1704386920</th>\n",
-       "      <td>175</td>\n",
-       "      <td>2</td>\n",
-       "      <td>2</td>\n",
-       "      <td>39</td>\n",
-       "      <td>-571500487_01</td>\n",
-       "      <td>-571542797_02</td>\n",
-       "      <td>571545870_01</td>\n",
-       "      <td>571510153_01</td>\n",
-       "      <td>0</td>\n",
+       "      <th>45</th>\n",
+       "      <td>178</td>\n",
+       "      <td>18</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>i3</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>1704386920</th>\n",
-       "      <td>175</td>\n",
-       "      <td>3</td>\n",
-       "      <td>3</td>\n",
-       "      <td>25</td>\n",
-       "      <td>571545870_02</td>\n",
-       "      <td>571545870_02</td>\n",
-       "      <td>571510153_01</td>\n",
-       "      <td>571542797_02</td>\n",
-       "      <td>0</td>\n",
+       "      <th>46</th>\n",
+       "      <td>178</td>\n",
+       "      <td>21</td>\n",
+       "      <td>북</td>\n",
+       "      <td>서</td>\n",
+       "      <td>571556450_02</td>\n",
+       "      <td>571540303_01</td>\n",
+       "      <td>i3</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>1704386920</th>\n",
-       "      <td>175</td>\n",
-       "      <td>3</td>\n",
-       "      <td>4</td>\n",
-       "      <td>30</td>\n",
-       "      <td>571545870_02</td>\n",
-       "      <td>571510153_02</td>\n",
-       "      <td>571510153_01</td>\n",
-       "      <td>571545870_01</td>\n",
-       "      <td>0</td>\n",
+       "      <th>47</th>\n",
+       "      <td>178</td>\n",
+       "      <td>21</td>\n",
+       "      <td>서</td>\n",
+       "      <td>남</td>\n",
+       "      <td>571540303_02.21</td>\n",
+       "      <td>571540304_01</td>\n",
+       "      <td>i3</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>1704386920</th>\n",
-       "      <td>175</td>\n",
-       "      <td>4</td>\n",
-       "      <td>4</td>\n",
-       "      <td>29</td>\n",
-       "      <td>571510153_02</td>\n",
-       "      <td>571510153_02</td>\n",
-       "      <td>571500487_01</td>\n",
-       "      <td>571545870_01</td>\n",
-       "      <td>0</td>\n",
+       "      <th>48</th>\n",
+       "      <td>178</td>\n",
+       "      <td>21</td>\n",
+       "      <td>남</td>\n",
+       "      <td>동</td>\n",
+       "      <td>571540304_02</td>\n",
+       "      <td>571500475_01</td>\n",
+       "      <td>i3</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>1704387080</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1</td>\n",
+       "      <th>49</th>\n",
+       "      <td>178</td>\n",
+       "      <td>21</td>\n",
+       "      <td>동</td>\n",
+       "      <td>북</td>\n",
+       "      <td>-571500475_01</td>\n",
+       "      <td>571556450_01</td>\n",
+       "      <td>i3</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>50</th>\n",
+       "      <td>201</td>\n",
        "      <td>1</td>\n",
-       "      <td>37</td>\n",
-       "      <td>-571542797_02</td>\n",
-       "      <td>-571500487_01</td>\n",
-       "      <td>571500487_01</td>\n",
-       "      <td>571542797_02</td>\n",
-       "      <td>160</td>\n",
+       "      <td>동</td>\n",
+       "      <td>남</td>\n",
+       "      <td>571500617_02</td>\n",
+       "      <td>571500569_01</td>\n",
+       "      <td>i8</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>1704387080</th>\n",
-       "      <td>175</td>\n",
-       "      <td>2</td>\n",
+       "      <th>51</th>\n",
+       "      <td>201</td>\n",
        "      <td>2</td>\n",
-       "      <td>39</td>\n",
-       "      <td>-571500487_01</td>\n",
-       "      <td>-571542797_02</td>\n",
-       "      <td>571545870_01</td>\n",
-       "      <td>571510153_01</td>\n",
-       "      <td>0</td>\n",
+       "      <td>서</td>\n",
+       "      <td>동</td>\n",
+       "      <td>571500618_02</td>\n",
+       "      <td>571500617_01</td>\n",
+       "      <td>i8</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>1704387080</th>\n",
-       "      <td>175</td>\n",
-       "      <td>3</td>\n",
+       "      <th>52</th>\n",
+       "      <td>201</td>\n",
        "      <td>3</td>\n",
-       "      <td>25</td>\n",
-       "      <td>571545870_02</td>\n",
-       "      <td>571545870_02</td>\n",
-       "      <td>571510153_01</td>\n",
-       "      <td>571542797_02</td>\n",
-       "      <td>0</td>\n",
+       "      <td>남</td>\n",
+       "      <td>서</td>\n",
+       "      <td>-571500569_01</td>\n",
+       "      <td>571500618_01</td>\n",
+       "      <td>i8</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>1704387080</th>\n",
-       "      <td>175</td>\n",
-       "      <td>3</td>\n",
+       "      <th>53</th>\n",
+       "      <td>201</td>\n",
        "      <td>4</td>\n",
-       "      <td>30</td>\n",
-       "      <td>571545870_02</td>\n",
-       "      <td>571510153_02</td>\n",
-       "      <td>571510153_01</td>\n",
-       "      <td>571545870_01</td>\n",
-       "      <td>0</td>\n",
+       "      <td>북</td>\n",
+       "      <td>남</td>\n",
+       "      <td>571500583_01</td>\n",
+       "      <td>571500569_01</td>\n",
+       "      <td>i8</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>1704387080</th>\n",
-       "      <td>175</td>\n",
-       "      <td>4</td>\n",
-       "      <td>4</td>\n",
-       "      <td>29</td>\n",
-       "      <td>571510153_02</td>\n",
-       "      <td>571510153_02</td>\n",
-       "      <td>571500487_01</td>\n",
-       "      <td>571545870_01</td>\n",
-       "      <td>0</td>\n",
+       "      <th>54</th>\n",
+       "      <td>201</td>\n",
+       "      <td>5</td>\n",
+       "      <td>서</td>\n",
+       "      <td>북</td>\n",
+       "      <td>571500618_02</td>\n",
+       "      <td>571500583_02</td>\n",
+       "      <td>i8</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>1704387241</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1</td>\n",
-       "      <td>1</td>\n",
-       "      <td>37</td>\n",
-       "      <td>-571542797_02</td>\n",
-       "      <td>-571500487_01</td>\n",
-       "      <td>571500487_01</td>\n",
-       "      <td>571542797_02</td>\n",
-       "      <td>161</td>\n",
+       "      <th>55</th>\n",
+       "      <td>201</td>\n",
+       "      <td>6</td>\n",
+       "      <td>동</td>\n",
+       "      <td>서</td>\n",
+       "      <td>571500617_02</td>\n",
+       "      <td>571500618_01</td>\n",
+       "      <td>i8</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>1704387241</th>\n",
-       "      <td>175</td>\n",
-       "      <td>2</td>\n",
-       "      <td>2</td>\n",
-       "      <td>39</td>\n",
-       "      <td>-571500487_01</td>\n",
-       "      <td>-571542797_02</td>\n",
-       "      <td>571545870_01</td>\n",
-       "      <td>571510153_01</td>\n",
-       "      <td>0</td>\n",
+       "      <th>56</th>\n",
+       "      <td>201</td>\n",
+       "      <td>7</td>\n",
+       "      <td>북</td>\n",
+       "      <td>동</td>\n",
+       "      <td>571500583_01</td>\n",
+       "      <td>571500617_01</td>\n",
+       "      <td>i8</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>1704387241</th>\n",
-       "      <td>175</td>\n",
-       "      <td>3</td>\n",
-       "      <td>3</td>\n",
-       "      <td>25</td>\n",
-       "      <td>571545870_02</td>\n",
-       "      <td>571545870_02</td>\n",
-       "      <td>571510153_01</td>\n",
-       "      <td>571542797_02</td>\n",
-       "      <td>0</td>\n",
+       "      <th>57</th>\n",
+       "      <td>201</td>\n",
+       "      <td>8</td>\n",
+       "      <td>남</td>\n",
+       "      <td>북</td>\n",
+       "      <td>-571500569_01</td>\n",
+       "      <td>571500583_02</td>\n",
+       "      <td>i8</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>1704387241</th>\n",
-       "      <td>175</td>\n",
-       "      <td>3</td>\n",
-       "      <td>4</td>\n",
-       "      <td>30</td>\n",
-       "      <td>571545870_02</td>\n",
-       "      <td>571510153_02</td>\n",
-       "      <td>571510153_01</td>\n",
-       "      <td>571545870_01</td>\n",
-       "      <td>0</td>\n",
+       "      <th>58</th>\n",
+       "      <td>201</td>\n",
+       "      <td>17</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>i8</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>1704387241</th>\n",
-       "      <td>175</td>\n",
-       "      <td>4</td>\n",
-       "      <td>4</td>\n",
-       "      <td>29</td>\n",
-       "      <td>571510153_02</td>\n",
-       "      <td>571510153_02</td>\n",
-       "      <td>571500487_01</td>\n",
-       "      <td>571545870_01</td>\n",
-       "      <td>0</td>\n",
+       "      <th>59</th>\n",
+       "      <td>201</td>\n",
+       "      <td>18</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>i8</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>1704387400</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1</td>\n",
-       "      <td>1</td>\n",
-       "      <td>37</td>\n",
-       "      <td>-571542797_02</td>\n",
-       "      <td>-571500487_01</td>\n",
-       "      <td>571500487_01</td>\n",
-       "      <td>571542797_02</td>\n",
-       "      <td>159</td>\n",
+       "      <th>60</th>\n",
+       "      <td>201</td>\n",
+       "      <td>21</td>\n",
+       "      <td>북</td>\n",
+       "      <td>서</td>\n",
+       "      <td>571500583_01</td>\n",
+       "      <td>571500618_01</td>\n",
+       "      <td>i8</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>1704387400</th>\n",
-       "      <td>175</td>\n",
-       "      <td>2</td>\n",
-       "      <td>2</td>\n",
-       "      <td>39</td>\n",
-       "      <td>-571500487_01</td>\n",
-       "      <td>-571542797_02</td>\n",
-       "      <td>571545870_01</td>\n",
-       "      <td>571510153_01</td>\n",
-       "      <td>0</td>\n",
+       "      <th>61</th>\n",
+       "      <td>201</td>\n",
+       "      <td>21</td>\n",
+       "      <td>서</td>\n",
+       "      <td>남</td>\n",
+       "      <td>571500618_02</td>\n",
+       "      <td>571500569_01</td>\n",
+       "      <td>i8</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>1704387400</th>\n",
-       "      <td>175</td>\n",
-       "      <td>3</td>\n",
-       "      <td>3</td>\n",
-       "      <td>25</td>\n",
-       "      <td>571545870_02</td>\n",
-       "      <td>571545870_02</td>\n",
-       "      <td>571510153_01</td>\n",
-       "      <td>571542797_02</td>\n",
-       "      <td>0</td>\n",
+       "      <th>62</th>\n",
+       "      <td>201</td>\n",
+       "      <td>21</td>\n",
+       "      <td>남</td>\n",
+       "      <td>동</td>\n",
+       "      <td>-571500569_01</td>\n",
+       "      <td>571500617_01</td>\n",
+       "      <td>i8</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>1704387400</th>\n",
-       "      <td>175</td>\n",
-       "      <td>3</td>\n",
-       "      <td>4</td>\n",
-       "      <td>30</td>\n",
-       "      <td>571545870_02</td>\n",
-       "      <td>571510153_02</td>\n",
-       "      <td>571510153_01</td>\n",
-       "      <td>571545870_01</td>\n",
-       "      <td>0</td>\n",
+       "      <th>63</th>\n",
+       "      <td>201</td>\n",
+       "      <td>21</td>\n",
+       "      <td>동</td>\n",
+       "      <td>북</td>\n",
+       "      <td>571500617_02</td>\n",
+       "      <td>571500583_02</td>\n",
+       "      <td>i8</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>1704387400</th>\n",
-       "      <td>175</td>\n",
-       "      <td>4</td>\n",
-       "      <td>4</td>\n",
-       "      <td>29</td>\n",
-       "      <td>571510153_02</td>\n",
-       "      <td>571510153_02</td>\n",
-       "      <td>571500487_01</td>\n",
-       "      <td>571545870_01</td>\n",
-       "      <td>0</td>\n",
+       "      <th>64</th>\n",
+       "      <td>202</td>\n",
+       "      <td>2</td>\n",
+       "      <td>서</td>\n",
+       "      <td>동</td>\n",
+       "      <td>571510152_01</td>\n",
+       "      <td>571510152_01.65</td>\n",
+       "      <td>i9</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>65</th>\n",
+       "      <td>202</td>\n",
+       "      <td>6</td>\n",
+       "      <td>동</td>\n",
+       "      <td>서</td>\n",
+       "      <td>571510152_02</td>\n",
+       "      <td>-571510152_01</td>\n",
+       "      <td>i9</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>1704387560</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1</td>\n",
-       "      <td>1</td>\n",
-       "      <td>37</td>\n",
-       "      <td>-571542797_02</td>\n",
-       "      <td>-571500487_01</td>\n",
-       "      <td>571500487_01</td>\n",
-       "      <td>571542797_02</td>\n",
-       "      <td>160</td>\n",
+       "      <th>66</th>\n",
+       "      <td>202</td>\n",
+       "      <td>17</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>i9</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>1704387560</th>\n",
-       "      <td>175</td>\n",
-       "      <td>2</td>\n",
-       "      <td>2</td>\n",
-       "      <td>39</td>\n",
-       "      <td>-571500487_01</td>\n",
-       "      <td>-571542797_02</td>\n",
-       "      <td>571545870_01</td>\n",
-       "      <td>571510153_01</td>\n",
-       "      <td>0</td>\n",
+       "      <th>67</th>\n",
+       "      <td>202</td>\n",
+       "      <td>18</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>i9</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>1704387560</th>\n",
-       "      <td>175</td>\n",
-       "      <td>3</td>\n",
-       "      <td>3</td>\n",
-       "      <td>25</td>\n",
-       "      <td>571545870_02</td>\n",
-       "      <td>571545870_02</td>\n",
-       "      <td>571510153_01</td>\n",
-       "      <td>571542797_02</td>\n",
-       "      <td>0</td>\n",
+       "      <th>68</th>\n",
+       "      <td>206</td>\n",
+       "      <td>4</td>\n",
+       "      <td>북</td>\n",
+       "      <td>남</td>\n",
+       "      <td>571542073_01</td>\n",
+       "      <td>571511538_02</td>\n",
+       "      <td>i7</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>1704387560</th>\n",
-       "      <td>175</td>\n",
-       "      <td>3</td>\n",
-       "      <td>4</td>\n",
-       "      <td>30</td>\n",
-       "      <td>571545870_02</td>\n",
-       "      <td>571510153_02</td>\n",
-       "      <td>571510153_01</td>\n",
-       "      <td>571545870_01</td>\n",
-       "      <td>0</td>\n",
+       "      <th>69</th>\n",
+       "      <td>206</td>\n",
+       "      <td>8</td>\n",
+       "      <td>남</td>\n",
+       "      <td>북</td>\n",
+       "      <td>-571511538_02</td>\n",
+       "      <td>571542073_02</td>\n",
+       "      <td>i7</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>1704387560</th>\n",
-       "      <td>175</td>\n",
-       "      <td>4</td>\n",
-       "      <td>4</td>\n",
-       "      <td>29</td>\n",
-       "      <td>571510153_02</td>\n",
-       "      <td>571510153_02</td>\n",
-       "      <td>571500487_01</td>\n",
-       "      <td>571545870_01</td>\n",
-       "      <td>0</td>\n",
+       "      <th>70</th>\n",
+       "      <td>206</td>\n",
+       "      <td>17</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>i7</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>1704387720</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1</td>\n",
+       "      <th>71</th>\n",
+       "      <td>206</td>\n",
+       "      <td>18</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>i7</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>72</th>\n",
+       "      <td>210</td>\n",
        "      <td>1</td>\n",
-       "      <td>37</td>\n",
-       "      <td>-571542797_02</td>\n",
-       "      <td>-571500487_01</td>\n",
-       "      <td>571500487_01</td>\n",
-       "      <td>571542797_02</td>\n",
-       "      <td>160</td>\n",
+       "      <td>동</td>\n",
+       "      <td>남</td>\n",
+       "      <td>-571542115_01</td>\n",
+       "      <td>571500585_01</td>\n",
+       "      <td>i6</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>1704387720</th>\n",
-       "      <td>175</td>\n",
-       "      <td>2</td>\n",
+       "      <th>73</th>\n",
+       "      <td>210</td>\n",
        "      <td>2</td>\n",
-       "      <td>39</td>\n",
-       "      <td>-571500487_01</td>\n",
-       "      <td>-571542797_02</td>\n",
-       "      <td>571545870_01</td>\n",
-       "      <td>571510153_01</td>\n",
-       "      <td>0</td>\n",
+       "      <td>서</td>\n",
+       "      <td>동</td>\n",
+       "      <td>571500535_02.18</td>\n",
+       "      <td>571542115_01</td>\n",
+       "      <td>i6</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>1704387720</th>\n",
-       "      <td>175</td>\n",
-       "      <td>3</td>\n",
+       "      <th>74</th>\n",
+       "      <td>210</td>\n",
        "      <td>3</td>\n",
-       "      <td>25</td>\n",
-       "      <td>571545870_02</td>\n",
-       "      <td>571545870_02</td>\n",
-       "      <td>571510153_01</td>\n",
-       "      <td>571542797_02</td>\n",
-       "      <td>0</td>\n",
+       "      <td>남</td>\n",
+       "      <td>서</td>\n",
+       "      <td>571500585_02</td>\n",
+       "      <td>571500535_01</td>\n",
+       "      <td>i6</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>1704387720</th>\n",
-       "      <td>175</td>\n",
-       "      <td>3</td>\n",
+       "      <th>75</th>\n",
+       "      <td>210</td>\n",
        "      <td>4</td>\n",
-       "      <td>30</td>\n",
-       "      <td>571545870_02</td>\n",
-       "      <td>571510153_02</td>\n",
-       "      <td>571510153_01</td>\n",
-       "      <td>571545870_01</td>\n",
-       "      <td>0</td>\n",
+       "      <td>북</td>\n",
+       "      <td>남</td>\n",
+       "      <td>571511538_02.121</td>\n",
+       "      <td>571500585_01</td>\n",
+       "      <td>i6</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>1704387720</th>\n",
-       "      <td>175</td>\n",
-       "      <td>4</td>\n",
-       "      <td>4</td>\n",
-       "      <td>29</td>\n",
-       "      <td>571510153_02</td>\n",
-       "      <td>571510153_02</td>\n",
-       "      <td>571500487_01</td>\n",
-       "      <td>571545870_01</td>\n",
-       "      <td>0</td>\n",
+       "      <th>76</th>\n",
+       "      <td>210</td>\n",
+       "      <td>5</td>\n",
+       "      <td>서</td>\n",
+       "      <td>북</td>\n",
+       "      <td>571500535_02.18</td>\n",
+       "      <td>571511538_01</td>\n",
+       "      <td>i6</td>\n",
        "    </tr>\n",
-       "  </tbody>\n",
-       "</table>\n",
-       "</div>"
-      ],
-      "text/plain": [
-       "            inter_no  phas_A  phas_B  duration     inc_edge_A     inc_edge_B  \\\n",
-       "start_unix                                                                     \n",
-       "1704384400       175       1       1        37  -571542797_02  -571500487_01   \n",
-       "1704384400       175       2       2        39  -571500487_01  -571542797_02   \n",
-       "1704384400       175       3       3        25   571545870_02   571545870_02   \n",
-       "1704384400       175       3       4        30   571545870_02   571510153_02   \n",
-       "1704384400       175       4       4        29   571510153_02   571510153_02   \n",
-       "1704384560       175       1       1        37  -571542797_02  -571500487_01   \n",
-       "1704384560       175       2       2        39  -571500487_01  -571542797_02   \n",
-       "1704384560       175       3       3        25   571545870_02   571545870_02   \n",
-       "1704384560       175       3       4        30   571545870_02   571510153_02   \n",
-       "1704384560       175       4       4        29   571510153_02   571510153_02   \n",
-       "1704384720       175       1       1        37  -571542797_02  -571500487_01   \n",
-       "1704384720       175       2       2        39  -571500487_01  -571542797_02   \n",
-       "1704384720       175       3       3        25   571545870_02   571545870_02   \n",
-       "1704384720       175       3       4        30   571545870_02   571510153_02   \n",
-       "1704384720       175       4       4        29   571510153_02   571510153_02   \n",
-       "1704385318       175       1       1        37  -571542797_02  -571500487_01   \n",
-       "1704385318       175       2       2        39  -571500487_01  -571542797_02   \n",
-       "1704385318       175       3       3        25   571545870_02   571545870_02   \n",
-       "1704385318       175       3       4        30   571545870_02   571510153_02   \n",
-       "1704385318       175       4       4        29   571510153_02   571510153_02   \n",
-       "1704385480       175       1       1        37  -571542797_02  -571500487_01   \n",
-       "1704385480       175       2       2        39  -571500487_01  -571542797_02   \n",
-       "1704385480       175       3       3        25   571545870_02   571545870_02   \n",
-       "1704385480       175       3       4        30   571545870_02   571510153_02   \n",
-       "1704385480       175       4       4        29   571510153_02   571510153_02   \n",
-       "1704385640       175       1       1        37  -571542797_02  -571500487_01   \n",
-       "1704385640       175       2       2        39  -571500487_01  -571542797_02   \n",
-       "1704385640       175       3       3        25   571545870_02   571545870_02   \n",
-       "1704385640       175       3       4        30   571545870_02   571510153_02   \n",
-       "1704385640       175       4       4        29   571510153_02   571510153_02   \n",
-       "1704385800       175       1       1        37  -571542797_02  -571500487_01   \n",
-       "1704385800       175       2       2        39  -571500487_01  -571542797_02   \n",
-       "1704385800       175       3       3        25   571545870_02   571545870_02   \n",
-       "1704385800       175       3       4        30   571545870_02   571510153_02   \n",
-       "1704385800       175       4       4        29   571510153_02   571510153_02   \n",
-       "1704385960       175       1       1        37  -571542797_02  -571500487_01   \n",
-       "1704385960       175       2       2        39  -571500487_01  -571542797_02   \n",
-       "1704385960       175       3       3        25   571545870_02   571545870_02   \n",
-       "1704385960       175       3       4        30   571545870_02   571510153_02   \n",
-       "1704385960       175       4       4        29   571510153_02   571510153_02   \n",
-       "1704386120       175       1       1        37  -571542797_02  -571500487_01   \n",
-       "1704386120       175       2       2        39  -571500487_01  -571542797_02   \n",
-       "1704386120       175       3       3        25   571545870_02   571545870_02   \n",
-       "1704386120       175       3       4        30   571545870_02   571510153_02   \n",
-       "1704386120       175       4       4        29   571510153_02   571510153_02   \n",
-       "1704386280       175       1       1        37  -571542797_02  -571500487_01   \n",
-       "1704386280       175       2       2        39  -571500487_01  -571542797_02   \n",
-       "1704386280       175       3       3        25   571545870_02   571545870_02   \n",
-       "1704386280       175       3       4        30   571545870_02   571510153_02   \n",
-       "1704386280       175       4       4        29   571510153_02   571510153_02   \n",
-       "1704386440       175       1       1        37  -571542797_02  -571500487_01   \n",
-       "1704386440       175       2       2        39  -571500487_01  -571542797_02   \n",
-       "1704386440       175       3       3        25   571545870_02   571545870_02   \n",
-       "1704386440       175       3       4        30   571545870_02   571510153_02   \n",
-       "1704386440       175       4       4        29   571510153_02   571510153_02   \n",
-       "1704386601       175       1       1        37  -571542797_02  -571500487_01   \n",
-       "1704386601       175       2       2        39  -571500487_01  -571542797_02   \n",
-       "1704386601       175       3       3        25   571545870_02   571545870_02   \n",
-       "1704386601       175       3       4        30   571545870_02   571510153_02   \n",
-       "1704386601       175       4       4        29   571510153_02   571510153_02   \n",
-       "1704386760       175       1       1        37  -571542797_02  -571500487_01   \n",
-       "1704386760       175       2       2        39  -571500487_01  -571542797_02   \n",
-       "1704386760       175       3       3        25   571545870_02   571545870_02   \n",
-       "1704386760       175       3       4        30   571545870_02   571510153_02   \n",
-       "1704386760       175       4       4        29   571510153_02   571510153_02   \n",
-       "1704386920       175       1       1        37  -571542797_02  -571500487_01   \n",
-       "1704386920       175       2       2        39  -571500487_01  -571542797_02   \n",
-       "1704386920       175       3       3        25   571545870_02   571545870_02   \n",
-       "1704386920       175       3       4        30   571545870_02   571510153_02   \n",
-       "1704386920       175       4       4        29   571510153_02   571510153_02   \n",
-       "1704387080       175       1       1        37  -571542797_02  -571500487_01   \n",
-       "1704387080       175       2       2        39  -571500487_01  -571542797_02   \n",
-       "1704387080       175       3       3        25   571545870_02   571545870_02   \n",
-       "1704387080       175       3       4        30   571545870_02   571510153_02   \n",
-       "1704387080       175       4       4        29   571510153_02   571510153_02   \n",
-       "1704387241       175       1       1        37  -571542797_02  -571500487_01   \n",
-       "1704387241       175       2       2        39  -571500487_01  -571542797_02   \n",
-       "1704387241       175       3       3        25   571545870_02   571545870_02   \n",
-       "1704387241       175       3       4        30   571545870_02   571510153_02   \n",
-       "1704387241       175       4       4        29   571510153_02   571510153_02   \n",
-       "1704387400       175       1       1        37  -571542797_02  -571500487_01   \n",
-       "1704387400       175       2       2        39  -571500487_01  -571542797_02   \n",
-       "1704387400       175       3       3        25   571545870_02   571545870_02   \n",
-       "1704387400       175       3       4        30   571545870_02   571510153_02   \n",
-       "1704387400       175       4       4        29   571510153_02   571510153_02   \n",
-       "1704387560       175       1       1        37  -571542797_02  -571500487_01   \n",
-       "1704387560       175       2       2        39  -571500487_01  -571542797_02   \n",
-       "1704387560       175       3       3        25   571545870_02   571545870_02   \n",
-       "1704387560       175       3       4        30   571545870_02   571510153_02   \n",
-       "1704387560       175       4       4        29   571510153_02   571510153_02   \n",
-       "1704387720       175       1       1        37  -571542797_02  -571500487_01   \n",
-       "1704387720       175       2       2        39  -571500487_01  -571542797_02   \n",
-       "1704387720       175       3       3        25   571545870_02   571545870_02   \n",
-       "1704387720       175       3       4        30   571545870_02   571510153_02   \n",
-       "1704387720       175       4       4        29   571510153_02   571510153_02   \n",
-       "\n",
-       "              out_edge_A    out_edge_B  diff  \n",
-       "start_unix                                    \n",
-       "1704384400  571500487_01  571542797_02     0  \n",
-       "1704384400  571545870_01  571510153_01     0  \n",
-       "1704384400  571510153_01  571542797_02     0  \n",
-       "1704384400  571510153_01  571545870_01     0  \n",
-       "1704384400  571500487_01  571545870_01     0  \n",
-       "1704384560  571500487_01  571542797_02   160  \n",
-       "1704384560  571545870_01  571510153_01     0  \n",
-       "1704384560  571510153_01  571542797_02     0  \n",
-       "1704384560  571510153_01  571545870_01     0  \n",
-       "1704384560  571500487_01  571545870_01     0  \n",
-       "1704384720  571500487_01  571542797_02   160  \n",
-       "1704384720  571545870_01  571510153_01     0  \n",
-       "1704384720  571510153_01  571542797_02     0  \n",
-       "1704384720  571510153_01  571545870_01     0  \n",
-       "1704384720  571500487_01  571545870_01     0  \n",
-       "1704385318  571500487_01  571542797_02   598  \n",
-       "1704385318  571545870_01  571510153_01     0  \n",
-       "1704385318  571510153_01  571542797_02     0  \n",
-       "1704385318  571510153_01  571545870_01     0  \n",
-       "1704385318  571500487_01  571545870_01     0  \n",
-       "1704385480  571500487_01  571542797_02   162  \n",
-       "1704385480  571545870_01  571510153_01     0  \n",
-       "1704385480  571510153_01  571542797_02     0  \n",
-       "1704385480  571510153_01  571545870_01     0  \n",
-       "1704385480  571500487_01  571545870_01     0  \n",
-       "1704385640  571500487_01  571542797_02   160  \n",
-       "1704385640  571545870_01  571510153_01     0  \n",
-       "1704385640  571510153_01  571542797_02     0  \n",
-       "1704385640  571510153_01  571545870_01     0  \n",
-       "1704385640  571500487_01  571545870_01     0  \n",
-       "1704385800  571500487_01  571542797_02   160  \n",
-       "1704385800  571545870_01  571510153_01     0  \n",
-       "1704385800  571510153_01  571542797_02     0  \n",
-       "1704385800  571510153_01  571545870_01     0  \n",
-       "1704385800  571500487_01  571545870_01     0  \n",
-       "1704385960  571500487_01  571542797_02   160  \n",
-       "1704385960  571545870_01  571510153_01     0  \n",
-       "1704385960  571510153_01  571542797_02     0  \n",
-       "1704385960  571510153_01  571545870_01     0  \n",
-       "1704385960  571500487_01  571545870_01     0  \n",
-       "1704386120  571500487_01  571542797_02   160  \n",
-       "1704386120  571545870_01  571510153_01     0  \n",
-       "1704386120  571510153_01  571542797_02     0  \n",
-       "1704386120  571510153_01  571545870_01     0  \n",
-       "1704386120  571500487_01  571545870_01     0  \n",
-       "1704386280  571500487_01  571542797_02   160  \n",
-       "1704386280  571545870_01  571510153_01     0  \n",
-       "1704386280  571510153_01  571542797_02     0  \n",
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-       "1704386440  571500487_01  571542797_02   160  \n",
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-       "1704386440  571510153_01  571542797_02     0  \n",
-       "1704386440  571510153_01  571545870_01     0  \n",
-       "1704386440  571500487_01  571545870_01     0  \n",
-       "1704386601  571500487_01  571542797_02   161  \n",
-       "1704386601  571545870_01  571510153_01     0  \n",
-       "1704386601  571510153_01  571542797_02     0  \n",
-       "1704386601  571510153_01  571545870_01     0  \n",
-       "1704386601  571500487_01  571545870_01     0  \n",
-       "1704386760  571500487_01  571542797_02   159  \n",
-       "1704386760  571545870_01  571510153_01     0  \n",
-       "1704386760  571510153_01  571542797_02     0  \n",
-       "1704386760  571510153_01  571545870_01     0  \n",
-       "1704386760  571500487_01  571545870_01     0  \n",
-       "1704386920  571500487_01  571542797_02   160  \n",
-       "1704386920  571545870_01  571510153_01     0  \n",
-       "1704386920  571510153_01  571542797_02     0  \n",
-       "1704386920  571510153_01  571545870_01     0  \n",
-       "1704386920  571500487_01  571545870_01     0  \n",
-       "1704387080  571500487_01  571542797_02   160  \n",
-       "1704387080  571545870_01  571510153_01     0  \n",
-       "1704387080  571510153_01  571542797_02     0  \n",
-       "1704387080  571510153_01  571545870_01     0  \n",
-       "1704387080  571500487_01  571545870_01     0  \n",
-       "1704387241  571500487_01  571542797_02   161  \n",
-       "1704387241  571545870_01  571510153_01     0  \n",
-       "1704387241  571510153_01  571542797_02     0  \n",
-       "1704387241  571510153_01  571545870_01     0  \n",
-       "1704387241  571500487_01  571545870_01     0  \n",
-       "1704387400  571500487_01  571542797_02   159  \n",
-       "1704387400  571545870_01  571510153_01     0  \n",
-       "1704387400  571510153_01  571542797_02     0  \n",
-       "1704387400  571510153_01  571545870_01     0  \n",
-       "1704387400  571500487_01  571545870_01     0  \n",
-       "1704387560  571500487_01  571542797_02   160  \n",
-       "1704387560  571545870_01  571510153_01     0  \n",
-       "1704387560  571510153_01  571542797_02     0  \n",
-       "1704387560  571510153_01  571545870_01     0  \n",
-       "1704387560  571500487_01  571545870_01     0  \n",
-       "1704387720  571500487_01  571542797_02   160  \n",
-       "1704387720  571545870_01  571510153_01     0  \n",
-       "1704387720  571510153_01  571542797_02     0  \n",
-       "1704387720  571510153_01  571545870_01     0  \n",
-       "1704387720  571500487_01  571545870_01     0  "
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    }
-   ],
-   "source": [
-    "inter_no = 175\n",
-    "hist = histid.copy()[histid.inter_no==inter_no]\n",
-    "hist = hist.reset_index(drop=True)\n",
-    "hist['diff'] = hist['start_unix'].diff().fillna(0).astype(int)\n",
-    "hist = hist.set_index('start_unix')\n",
-    "with pd.option_context('display.max_rows', None, 'display.max_columns', None):\n",
-    "    display(hist)"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "inter_no = 175\n",
-    "hist = histid.copy()[histid.inter_no==inter_no]\n",
-    "hist = hist.reset_index(drop=True)\n",
-    "hist['diff'] = hist['start_unix'].diff().fillna(0).astype(int)\n",
-    "hist = hist.set_index('start_unix')\n",
-    "start_unixes = hist.index.unique()\n",
-    "for n in range(1, len(start_unixes)):\n",
-    "    ind = (timetable['start_seconds'] <= start_unixes[n]).sum() - 1    \n",
-    "    start_hour = timetable.iloc[ind].start_hour\n",
-    "    start_minute = timetable.iloc[ind].start_minute\n",
-    "    prow = pland[(pland.inter_no == inter_no)&(pland.start_hour == start_hour)&(pland.start_minute == start_minute)].iloc[0] # planned row\n",
-    "    cycle = prow.cycle\n",
-    "    if start_unixes[n] - start_unixes[n-1] < 2 * cycle:\n",
-    "        pass\n",
-    "    else:"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 139,
-   "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "text/html": [
-       "<div>\n",
-       "<style scoped>\n",
-       "    .dataframe tbody tr th:only-of-type {\n",
-       "        vertical-align: middle;\n",
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-       "\n",
-       "    .dataframe tbody tr th {\n",
-       "        vertical-align: top;\n",
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-       "\n",
-       "    .dataframe thead th {\n",
-       "        text-align: right;\n",
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-       "</style>\n",
-       "<table border=\"1\" class=\"dataframe\">\n",
-       "  <thead>\n",
-       "    <tr style=\"text-align: right;\">\n",
-       "      <th></th>\n",
-       "      <th>inter_no</th>\n",
-       "      <th>phas_A</th>\n",
-       "      <th>phas_B</th>\n",
-       "      <th>duration</th>\n",
-       "      <th>inc_edge_A</th>\n",
-       "      <th>inc_edge_B</th>\n",
-       "      <th>out_edge_A</th>\n",
-       "      <th>out_edge_B</th>\n",
-       "      <th>diff</th>\n",
+       "    <tr>\n",
+       "      <th>77</th>\n",
+       "      <td>210</td>\n",
+       "      <td>6</td>\n",
+       "      <td>동</td>\n",
+       "      <td>서</td>\n",
+       "      <td>-571542115_01</td>\n",
+       "      <td>571500535_01</td>\n",
+       "      <td>i6</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>start_unix</th>\n",
-       "      <th></th>\n",
-       "      <th></th>\n",
-       "      <th></th>\n",
-       "      <th></th>\n",
-       "      <th></th>\n",
-       "      <th></th>\n",
-       "      <th></th>\n",
-       "      <th></th>\n",
-       "      <th></th>\n",
+       "      <th>78</th>\n",
+       "      <td>210</td>\n",
+       "      <td>7</td>\n",
+       "      <td>북</td>\n",
+       "      <td>동</td>\n",
+       "      <td>571511538_02.121</td>\n",
+       "      <td>571542115_01</td>\n",
+       "      <td>i6</td>\n",
        "    </tr>\n",
-       "  </thead>\n",
-       "  <tbody>\n",
        "    <tr>\n",
-       "      <th>1704384400</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1</td>\n",
-       "      <td>1</td>\n",
-       "      <td>37</td>\n",
-       "      <td>-571542797_02</td>\n",
-       "      <td>-571500487_01</td>\n",
-       "      <td>571500487_01</td>\n",
-       "      <td>571542797_02</td>\n",
-       "      <td>0</td>\n",
+       "      <th>79</th>\n",
+       "      <td>210</td>\n",
+       "      <td>8</td>\n",
+       "      <td>남</td>\n",
+       "      <td>북</td>\n",
+       "      <td>571500585_02</td>\n",
+       "      <td>571511538_01</td>\n",
+       "      <td>i6</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>1704384400</th>\n",
-       "      <td>175</td>\n",
-       "      <td>2</td>\n",
-       "      <td>2</td>\n",
-       "      <td>39</td>\n",
-       "      <td>-571500487_01</td>\n",
-       "      <td>-571542797_02</td>\n",
-       "      <td>571545870_01</td>\n",
-       "      <td>571510153_01</td>\n",
-       "      <td>0</td>\n",
+       "      <th>80</th>\n",
+       "      <td>210</td>\n",
+       "      <td>17</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>i6</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>1704384400</th>\n",
-       "      <td>175</td>\n",
-       "      <td>3</td>\n",
-       "      <td>3</td>\n",
-       "      <td>25</td>\n",
-       "      <td>571545870_02</td>\n",
-       "      <td>571545870_02</td>\n",
-       "      <td>571510153_01</td>\n",
-       "      <td>571542797_02</td>\n",
-       "      <td>0</td>\n",
+       "      <th>81</th>\n",
+       "      <td>210</td>\n",
+       "      <td>18</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>i6</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>1704384400</th>\n",
-       "      <td>175</td>\n",
-       "      <td>3</td>\n",
-       "      <td>4</td>\n",
-       "      <td>30</td>\n",
-       "      <td>571545870_02</td>\n",
-       "      <td>571510153_02</td>\n",
-       "      <td>571510153_01</td>\n",
-       "      <td>571545870_01</td>\n",
-       "      <td>0</td>\n",
+       "      <th>82</th>\n",
+       "      <td>210</td>\n",
+       "      <td>21</td>\n",
+       "      <td>북</td>\n",
+       "      <td>서</td>\n",
+       "      <td>571511538_02.121</td>\n",
+       "      <td>571500535_01</td>\n",
+       "      <td>i6</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>1704384400</th>\n",
-       "      <td>175</td>\n",
-       "      <td>4</td>\n",
-       "      <td>4</td>\n",
-       "      <td>29</td>\n",
-       "      <td>571510153_02</td>\n",
-       "      <td>571510153_02</td>\n",
-       "      <td>571500487_01</td>\n",
-       "      <td>571545870_01</td>\n",
-       "      <td>0</td>\n",
+       "      <th>83</th>\n",
+       "      <td>210</td>\n",
+       "      <td>21</td>\n",
+       "      <td>서</td>\n",
+       "      <td>남</td>\n",
+       "      <td>571500535_02.18</td>\n",
+       "      <td>571500585_01</td>\n",
+       "      <td>i6</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>...</th>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
+       "      <th>84</th>\n",
+       "      <td>210</td>\n",
+       "      <td>21</td>\n",
+       "      <td>남</td>\n",
+       "      <td>동</td>\n",
+       "      <td>571500585_02</td>\n",
+       "      <td>571542115_01</td>\n",
+       "      <td>i6</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>1704387720</th>\n",
-       "      <td>175</td>\n",
-       "      <td>1</td>\n",
-       "      <td>1</td>\n",
-       "      <td>37</td>\n",
-       "      <td>-571542797_02</td>\n",
-       "      <td>-571500487_01</td>\n",
-       "      <td>571500487_01</td>\n",
-       "      <td>571542797_02</td>\n",
-       "      <td>160</td>\n",
+       "      <th>85</th>\n",
+       "      <td>210</td>\n",
+       "      <td>21</td>\n",
+       "      <td>동</td>\n",
+       "      <td>북</td>\n",
+       "      <td>-571542115_01</td>\n",
+       "      <td>571511538_01</td>\n",
+       "      <td>i6</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>1704387720</th>\n",
-       "      <td>175</td>\n",
-       "      <td>2</td>\n",
+       "      <th>86</th>\n",
+       "      <td>211</td>\n",
        "      <td>2</td>\n",
-       "      <td>39</td>\n",
-       "      <td>-571500487_01</td>\n",
-       "      <td>-571542797_02</td>\n",
-       "      <td>571545870_01</td>\n",
-       "      <td>571510153_01</td>\n",
-       "      <td>0</td>\n",
+       "      <td>서</td>\n",
+       "      <td>동</td>\n",
+       "      <td>571542116_02.96</td>\n",
+       "      <td>571542116_02.164</td>\n",
+       "      <td>c30</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>1704387720</th>\n",
-       "      <td>175</td>\n",
-       "      <td>3</td>\n",
-       "      <td>3</td>\n",
-       "      <td>25</td>\n",
-       "      <td>571545870_02</td>\n",
-       "      <td>571545870_02</td>\n",
-       "      <td>571510153_01</td>\n",
-       "      <td>571542797_02</td>\n",
-       "      <td>0</td>\n",
+       "      <th>87</th>\n",
+       "      <td>211</td>\n",
+       "      <td>6</td>\n",
+       "      <td>동</td>\n",
+       "      <td>서</td>\n",
+       "      <td>571542116_01</td>\n",
+       "      <td>-571542116_02.96</td>\n",
+       "      <td>c30</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>1704387720</th>\n",
-       "      <td>175</td>\n",
-       "      <td>3</td>\n",
-       "      <td>4</td>\n",
-       "      <td>30</td>\n",
-       "      <td>571545870_02</td>\n",
-       "      <td>571510153_02</td>\n",
-       "      <td>571510153_01</td>\n",
-       "      <td>571545870_01</td>\n",
-       "      <td>0</td>\n",
+       "      <th>88</th>\n",
+       "      <td>211</td>\n",
+       "      <td>17</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>c30</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>1704387720</th>\n",
-       "      <td>175</td>\n",
-       "      <td>4</td>\n",
-       "      <td>4</td>\n",
-       "      <td>29</td>\n",
-       "      <td>571510153_02</td>\n",
-       "      <td>571510153_02</td>\n",
-       "      <td>571500487_01</td>\n",
-       "      <td>571545870_01</td>\n",
-       "      <td>0</td>\n",
+       "      <th>89</th>\n",
+       "      <td>211</td>\n",
+       "      <td>18</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>c30</td>\n",
        "    </tr>\n",
        "  </tbody>\n",
        "</table>\n",
-       "<p>95 rows × 9 columns</p>\n",
        "</div>"
       ],
       "text/plain": [
-       "            inter_no  phas_A  phas_B  duration     inc_edge_A     inc_edge_B  \\\n",
-       "start_unix                                                                     \n",
-       "1704384400       175       1       1        37  -571542797_02  -571500487_01   \n",
-       "1704384400       175       2       2        39  -571500487_01  -571542797_02   \n",
-       "1704384400       175       3       3        25   571545870_02   571545870_02   \n",
-       "1704384400       175       3       4        30   571545870_02   571510153_02   \n",
-       "1704384400       175       4       4        29   571510153_02   571510153_02   \n",
-       "...              ...     ...     ...       ...            ...            ...   \n",
-       "1704387720       175       1       1        37  -571542797_02  -571500487_01   \n",
-       "1704387720       175       2       2        39  -571500487_01  -571542797_02   \n",
-       "1704387720       175       3       3        25   571545870_02   571545870_02   \n",
-       "1704387720       175       3       4        30   571545870_02   571510153_02   \n",
-       "1704387720       175       4       4        29   571510153_02   571510153_02   \n",
+       "    inter_no  move_no inc_dir out_dir          inc_edge          out_edge  \\\n",
+       "0        175        1       동       남      571545870_02      571542797_02   \n",
+       "1        175        2       서       동      571510153_02      571545870_01   \n",
+       "2        175        3       남       서     -571542797_02      571510153_01   \n",
+       "3        175        4       북       남     -571500487_01      571542797_02   \n",
+       "4        175        5       서       북      571510153_02      571500487_01   \n",
+       "5        175        6       동       서      571545870_02      571510153_01   \n",
+       "6        175        7       북       동     -571500487_01      571545870_01   \n",
+       "7        175        8       남       북     -571542797_02      571500487_01   \n",
+       "8        175       17    None    None              None              None   \n",
+       "9        175       18    None    None              None              None   \n",
+       "10       175       21       북       서     -571500487_01      571510153_01   \n",
+       "11       175       21       서       남      571510153_02      571542797_02   \n",
+       "12       175       21       남       동     -571542797_02      571545870_01   \n",
+       "13       175       21       동       북      571545870_02      571500487_01   \n",
+       "14       176        3       남       서     -571542810_01      571543469_01   \n",
+       "15       176        4       북       남   571542797_02.99      571542810_01   \n",
+       "16       176        5       서       북      571543469_02  -571542797_02.99   \n",
+       "17       176        8       남       북     -571542810_01  -571542797_02.99   \n",
+       "18       176       17    None    None              None              None   \n",
+       "19       176       18    None    None              None              None   \n",
+       "20       176       21       북       서   571542797_02.99      571543469_01   \n",
+       "21       176       21       서       남      571543469_02      571542810_01   \n",
+       "22       177        1       동       남      571542107_02      571542809_01   \n",
+       "23       177        2       서       동     -571542809_01      571542107_01   \n",
+       "24       177        3       남       서     -571542809_01      571542809_01   \n",
+       "25       177        4       북       남      571542811_02      571542809_01   \n",
+       "26       177        5       서       북     -571542809_01      571542811_01   \n",
+       "27       177        6       동       서      571542107_02      571542809_01   \n",
+       "28       177        7       북       동      571542811_02      571542107_01   \n",
+       "29       177        8       남       북     -571542809_01      571542811_01   \n",
+       "30       177       17    None    None              None              None   \n",
+       "31       177       18    None    None              None              None   \n",
+       "32       177       21       북       서      571542811_02      571542809_01   \n",
+       "33       177       21       서       남     -571542809_01      571542809_01   \n",
+       "34       177       21       남       동     -571542809_01      571542107_01   \n",
+       "35       177       21       동       북      571542107_02      571542811_01   \n",
+       "36       178        1       동       남     -571500475_01      571540304_01   \n",
+       "37       178        2       서       동   571540303_02.21      571500475_01   \n",
+       "38       178        3       남       서      571540304_02      571540303_01   \n",
+       "39       178        4       북       남      571556450_02      571540304_01   \n",
+       "40       178        5       서       북   571540303_02.21      571556450_01   \n",
+       "41       178        6       동       서     -571500475_01      571540303_01   \n",
+       "42       178        7       북       동      571556450_02      571500475_01   \n",
+       "43       178        8       남       북      571540304_02      571556450_01   \n",
+       "44       178       17    None    None              None              None   \n",
+       "45       178       18    None    None              None              None   \n",
+       "46       178       21       북       서      571556450_02      571540303_01   \n",
+       "47       178       21       서       남   571540303_02.21      571540304_01   \n",
+       "48       178       21       남       동      571540304_02      571500475_01   \n",
+       "49       178       21       동       북     -571500475_01      571556450_01   \n",
+       "50       201        1       동       남      571500617_02      571500569_01   \n",
+       "51       201        2       서       동      571500618_02      571500617_01   \n",
+       "52       201        3       남       서     -571500569_01      571500618_01   \n",
+       "53       201        4       북       남      571500583_01      571500569_01   \n",
+       "54       201        5       서       북      571500618_02      571500583_02   \n",
+       "55       201        6       동       서      571500617_02      571500618_01   \n",
+       "56       201        7       북       동      571500583_01      571500617_01   \n",
+       "57       201        8       남       북     -571500569_01      571500583_02   \n",
+       "58       201       17    None    None              None              None   \n",
+       "59       201       18    None    None              None              None   \n",
+       "60       201       21       북       서      571500583_01      571500618_01   \n",
+       "61       201       21       서       남      571500618_02      571500569_01   \n",
+       "62       201       21       남       동     -571500569_01      571500617_01   \n",
+       "63       201       21       동       북      571500617_02      571500583_02   \n",
+       "64       202        2       서       동      571510152_01   571510152_01.65   \n",
+       "65       202        6       동       서      571510152_02     -571510152_01   \n",
+       "66       202       17    None    None              None              None   \n",
+       "67       202       18    None    None              None              None   \n",
+       "68       206        4       북       남      571542073_01      571511538_02   \n",
+       "69       206        8       남       북     -571511538_02      571542073_02   \n",
+       "70       206       17    None    None              None              None   \n",
+       "71       206       18    None    None              None              None   \n",
+       "72       210        1       동       남     -571542115_01      571500585_01   \n",
+       "73       210        2       서       동   571500535_02.18      571542115_01   \n",
+       "74       210        3       남       서      571500585_02      571500535_01   \n",
+       "75       210        4       북       남  571511538_02.121      571500585_01   \n",
+       "76       210        5       서       북   571500535_02.18      571511538_01   \n",
+       "77       210        6       동       서     -571542115_01      571500535_01   \n",
+       "78       210        7       북       동  571511538_02.121      571542115_01   \n",
+       "79       210        8       남       북      571500585_02      571511538_01   \n",
+       "80       210       17    None    None              None              None   \n",
+       "81       210       18    None    None              None              None   \n",
+       "82       210       21       북       서  571511538_02.121      571500535_01   \n",
+       "83       210       21       서       남   571500535_02.18      571500585_01   \n",
+       "84       210       21       남       동      571500585_02      571542115_01   \n",
+       "85       210       21       동       북     -571542115_01      571511538_01   \n",
+       "86       211        2       서       동   571542116_02.96  571542116_02.164   \n",
+       "87       211        6       동       서      571542116_01  -571542116_02.96   \n",
+       "88       211       17    None    None              None              None   \n",
+       "89       211       18    None    None              None              None   \n",
        "\n",
-       "              out_edge_A    out_edge_B  diff  \n",
-       "start_unix                                    \n",
-       "1704384400  571500487_01  571542797_02     0  \n",
-       "1704384400  571545870_01  571510153_01     0  \n",
-       "1704384400  571510153_01  571542797_02     0  \n",
-       "1704384400  571510153_01  571545870_01     0  \n",
-       "1704384400  571500487_01  571545870_01     0  \n",
-       "...                  ...           ...   ...  \n",
-       "1704387720  571500487_01  571542797_02   160  \n",
-       "1704387720  571545870_01  571510153_01     0  \n",
-       "1704387720  571510153_01  571542797_02     0  \n",
-       "1704387720  571510153_01  571545870_01     0  \n",
-       "1704387720  571500487_01  571545870_01     0  \n",
-       "\n",
-       "[95 rows x 9 columns]"
+       "   node_id  \n",
+       "0       i0  \n",
+       "1       i0  \n",
+       "2       i0  \n",
+       "3       i0  \n",
+       "4       i0  \n",
+       "5       i0  \n",
+       "6       i0  \n",
+       "7       i0  \n",
+       "8       i0  \n",
+       "9       i0  \n",
+       "10      i0  \n",
+       "11      i0  \n",
+       "12      i0  \n",
+       "13      i0  \n",
+       "14      i1  \n",
+       "15      i1  \n",
+       "16      i1  \n",
+       "17      i1  \n",
+       "18      i1  \n",
+       "19      i1  \n",
+       "20      i1  \n",
+       "21      i1  \n",
+       "22      i2  \n",
+       "23      i2  \n",
+       "24      i2  \n",
+       "25      i2  \n",
+       "26      i2  \n",
+       "27      i2  \n",
+       "28      i2  \n",
+       "29      i2  \n",
+       "30      i2  \n",
+       "31      i2  \n",
+       "32      i2  \n",
+       "33      i2  \n",
+       "34      i2  \n",
+       "35      i2  \n",
+       "36      i3  \n",
+       "37      i3  \n",
+       "38      i3  \n",
+       "39      i3  \n",
+       "40      i3  \n",
+       "41      i3  \n",
+       "42      i3  \n",
+       "43      i3  \n",
+       "44      i3  \n",
+       "45      i3  \n",
+       "46      i3  \n",
+       "47      i3  \n",
+       "48      i3  \n",
+       "49      i3  \n",
+       "50      i8  \n",
+       "51      i8  \n",
+       "52      i8  \n",
+       "53      i8  \n",
+       "54      i8  \n",
+       "55      i8  \n",
+       "56      i8  \n",
+       "57      i8  \n",
+       "58      i8  \n",
+       "59      i8  \n",
+       "60      i8  \n",
+       "61      i8  \n",
+       "62      i8  \n",
+       "63      i8  \n",
+       "64      i9  \n",
+       "65      i9  \n",
+       "66      i9  \n",
+       "67      i9  \n",
+       "68      i7  \n",
+       "69      i7  \n",
+       "70      i7  \n",
+       "71      i7  \n",
+       "72      i6  \n",
+       "73      i6  \n",
+       "74      i6  \n",
+       "75      i6  \n",
+       "76      i6  \n",
+       "77      i6  \n",
+       "78      i6  \n",
+       "79      i6  \n",
+       "80      i6  \n",
+       "81      i6  \n",
+       "82      i6  \n",
+       "83      i6  \n",
+       "84      i6  \n",
+       "85      i6  \n",
+       "86     c30  \n",
+       "87     c30  \n",
+       "88     c30  \n",
+       "89     c30  "
       ]
      },
-     "execution_count": 139,
      "metadata": {},
-     "output_type": "execute_result"
+     "output_type": "display_data"
     }
    ],
    "source": [
-    "hist"
+    "# 각 교차로에 대하여, 가능한 모든 이동류(1 ~ 18, 21)에 대한 진입·진출엣지ID를 지정한다.\n",
+    "# 모든 이동류에 대해 지정하므로, 시차제시 이전과 다른 이동류가 등장하더라도 항상 진입·진출 엣지 ID를 지정할 수 있다.\n",
+    "match6 = match5.copy().dropna()\n",
+    "match6 = match6[['inter_no', 'move_no', 'inc_dir', 'out_dir', 'inc_edge', 'out_edge', 'node_id']]\n",
+    "# (1) 가능한 (진입방향, 진출방향) 목록\n",
+    "flows = nema.dropna().apply(lambda row: (row['inc_dir'], row['out_dir']), axis=1).tolist()\n",
+    "# (2) 각 교차로별 방향 목록 : pdires\n",
+    "pdires = {}\n",
+    "for inter_no in match6.inter_no.unique():\n",
+    "    dires = match6[match6.inter_no == inter_no][['inc_dir','out_dir']].values.flatten()\n",
+    "    dires = {dire for dire in dires if type(dire)==str}\n",
+    "    pdires[inter_no] = dires\n",
+    "# (3) 각 (교차로, 진입방향) 별 진입id 목록 : inc2id\n",
+    "inc2id = {}\n",
+    "for inter_no in match6.inter_no.unique():\n",
+    "    for inc_dir in pdires[inter_no]:\n",
+    "        df = match6[(match6.inter_no==inter_no) & (match6.inc_dir==inc_dir)]\n",
+    "        inc2id[(inter_no, inc_dir)] = df.inc_edge.iloc[0]\n",
+    "# (4) 각 (교차로, 진출방향) 별 진출id 목록 : out2id\n",
+    "out2id = {}\n",
+    "for inter_no in match6.inter_no.unique():\n",
+    "    for out_dir in pdires[inter_no]:\n",
+    "        df = match6[(match6.inter_no==inter_no) & (match6.out_dir==out_dir)]\n",
+    "        out2id[(inter_no, out_dir)] = df.out_edge.iloc[0]\n",
+    "# (5) 각 교차로별 가능한 (진입방향, 진출방향) 목록 : pflows\n",
+    "pflow = {}\n",
+    "for inter_no in match6.inter_no.unique():\n",
+    "    pflow[inter_no] = [flow for flow in flows if set(flow).issubset(pdires[inter_no])]\n",
+    "# (6) 가능한 이동류에 대하여 진입id, 진출id 배정 : matching\n",
+    "inter2node = dict(zip(match6['inter_no'], match6['node_id']))\n",
+    "dires_right = ['북', '서', '남', '동', '북']\n",
+    "matching = []\n",
+    "for inter_no in match6.inter_no.unique():\n",
+    "    node_id = inter2node[inter_no]\n",
+    "    # 좌회전과 직진\n",
+    "    for (inc_dir, out_dir) in pflow[inter_no]:\n",
+    "        move_no = nema[(nema.inc_dir==inc_dir) & (nema.out_dir==out_dir)].move_no.iloc[0]\n",
+    "        inc_edge = inc2id[(inter_no, inc_dir)]\n",
+    "        out_edge = out2id[(inter_no, out_dir)]\n",
+    "        new_row = pd.DataFrame({'inter_no':[inter_no], 'move_no':[move_no],\n",
+    "                                'inc_dir':[inc_dir], 'out_dir':[out_dir],\n",
+    "                                'inc_edge':[inc_edge], 'out_edge':[out_edge], 'node_id':[node_id]})\n",
+    "        matching.append(new_row)\n",
+    "    # 보행신호(17), 전적색(18)\n",
+    "    new_row = pd.DataFrame({'inter_no':[inter_no] * 2, 'move_no':[17, 18],\n",
+    "                            'inc_dir':[None]*2, 'out_dir':[None]*2,\n",
+    "                            'inc_edge':[None]*2, 'out_edge':[None]*2, 'node_id':[node_id]*2})\n",
+    "    matching.append(new_row)\n",
+    "    # 신호우회전(21)\n",
+    "    for d in range(len(dires_right)-1):\n",
+    "        inc_dir = dires_right[d]\n",
+    "        out_dir = dires_right[d+1]\n",
+    "        if {inc_dir, out_dir}.issubset(pdires[inter_no]):\n",
+    "            inc_edge = inc2id[(inter_no, inc_dir)]\n",
+    "            out_edge = out2id[(inter_no, out_dir)]\n",
+    "            new_row = pd.DataFrame({'inter_no':[inter_no], 'move_no':[21],\n",
+    "                                    'inc_dir':[inc_dir], 'out_dir':[out_dir],\n",
+    "                                    'inc_edge':[inc_edge], 'out_edge':[out_edge], 'node_id':[node_id]})\n",
+    "            matching.append(new_row)\n",
+    "matching = pd.concat(matching)\n",
+    "matching = matching.sort_values(by=['inter_no', 'move_no']).reset_index(drop=True)\n",
+    "with pd.option_context('display.max_rows', None, 'display.max_columns', None):\n",
+    "    display(matching)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## [2] 5초 간격으로 이동류번호 수집"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 163,
+   "execution_count": 19,
    "metadata": {},
    "outputs": [
     {
@@ -10016,600 +1984,1025 @@
        "  <thead>\n",
        "    <tr style=\"text-align: right;\">\n",
        "      <th></th>\n",
+       "      <th>Unnamed: 0</th>\n",
        "      <th>inter_no</th>\n",
-       "      <th>node_id</th>\n",
-       "      <th>move_no</th>\n",
-       "      <th>inc_edge</th>\n",
-       "      <th>out_edge</th>\n",
+       "      <th>start_hour</th>\n",
+       "      <th>start_minute</th>\n",
+       "      <th>dura_A1</th>\n",
+       "      <th>dura_A2</th>\n",
+       "      <th>dura_A3</th>\n",
+       "      <th>dura_A4</th>\n",
+       "      <th>dura_A5</th>\n",
+       "      <th>dura_A6</th>\n",
+       "      <th>...</th>\n",
+       "      <th>dura_B1</th>\n",
+       "      <th>dura_B2</th>\n",
+       "      <th>dura_B3</th>\n",
+       "      <th>dura_B4</th>\n",
+       "      <th>dura_B5</th>\n",
+       "      <th>dura_B6</th>\n",
+       "      <th>dura_B7</th>\n",
+       "      <th>dura_B8</th>\n",
+       "      <th>cycle</th>\n",
+       "      <th>offset</th>\n",
        "    </tr>\n",
        "  </thead>\n",
        "  <tbody>\n",
        "    <tr>\n",
        "      <th>0</th>\n",
+       "      <td>0</td>\n",
        "      <td>175</td>\n",
-       "      <td>i0</td>\n",
-       "      <td>1</td>\n",
-       "      <td>571545870_02</td>\n",
-       "      <td>571542797_02</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>37</td>\n",
+       "      <td>39</td>\n",
+       "      <td>55</td>\n",
+       "      <td>29</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>...</td>\n",
+       "      <td>37</td>\n",
+       "      <td>39</td>\n",
+       "      <td>25</td>\n",
+       "      <td>59</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>160</td>\n",
+       "      <td>57</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>1</th>\n",
+       "      <td>1</td>\n",
        "      <td>175</td>\n",
-       "      <td>i0</td>\n",
-       "      <td>2</td>\n",
-       "      <td>571510153_02</td>\n",
-       "      <td>571545870_01</td>\n",
+       "      <td>7</td>\n",
+       "      <td>0</td>\n",
+       "      <td>40</td>\n",
+       "      <td>42</td>\n",
+       "      <td>55</td>\n",
+       "      <td>33</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>...</td>\n",
+       "      <td>40</td>\n",
+       "      <td>42</td>\n",
+       "      <td>29</td>\n",
+       "      <td>59</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>170</td>\n",
+       "      <td>40</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>2</th>\n",
+       "      <td>2</td>\n",
        "      <td>175</td>\n",
-       "      <td>i0</td>\n",
-       "      <td>3</td>\n",
-       "      <td>-571542797_02</td>\n",
-       "      <td>571510153_01</td>\n",
+       "      <td>9</td>\n",
+       "      <td>0</td>\n",
+       "      <td>43</td>\n",
+       "      <td>45</td>\n",
+       "      <td>55</td>\n",
+       "      <td>37</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>...</td>\n",
+       "      <td>43</td>\n",
+       "      <td>45</td>\n",
+       "      <td>33</td>\n",
+       "      <td>59</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>180</td>\n",
+       "      <td>28</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>3</th>\n",
+       "      <td>3</td>\n",
        "      <td>175</td>\n",
-       "      <td>i0</td>\n",
-       "      <td>4</td>\n",
-       "      <td>-571500487_01</td>\n",
-       "      <td>571542797_02</td>\n",
+       "      <td>18</td>\n",
+       "      <td>30</td>\n",
+       "      <td>46</td>\n",
+       "      <td>48</td>\n",
+       "      <td>55</td>\n",
+       "      <td>41</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>...</td>\n",
+       "      <td>46</td>\n",
+       "      <td>48</td>\n",
+       "      <td>37</td>\n",
+       "      <td>59</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>190</td>\n",
+       "      <td>18</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>4</th>\n",
-       "      <td>175</td>\n",
-       "      <td>i0</td>\n",
-       "      <td>5</td>\n",
-       "      <td>571510153_02</td>\n",
-       "      <td>571500487_01</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5</th>\n",
-       "      <td>175</td>\n",
-       "      <td>i0</td>\n",
-       "      <td>6</td>\n",
-       "      <td>571545870_02</td>\n",
-       "      <td>571510153_01</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6</th>\n",
-       "      <td>175</td>\n",
-       "      <td>i0</td>\n",
-       "      <td>7</td>\n",
-       "      <td>-571500487_01</td>\n",
-       "      <td>571545870_01</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7</th>\n",
-       "      <td>175</td>\n",
-       "      <td>i0</td>\n",
-       "      <td>8</td>\n",
-       "      <td>-571542797_02</td>\n",
-       "      <td>571500487_01</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8</th>\n",
-       "      <td>176</td>\n",
-       "      <td>i1</td>\n",
-       "      <td>3</td>\n",
-       "      <td>-571542810_01</td>\n",
-       "      <td>571543469_01</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9</th>\n",
-       "      <td>176</td>\n",
-       "      <td>i1</td>\n",
        "      <td>4</td>\n",
-       "      <td>571542797_02.99</td>\n",
-       "      <td>571542810_01</td>\n",
+       "      <td>176</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>37</td>\n",
+       "      <td>73</td>\n",
+       "      <td>40</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>...</td>\n",
+       "      <td>37</td>\n",
+       "      <td>73</td>\n",
+       "      <td>40</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>150</td>\n",
+       "      <td>131</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>10</th>\n",
-       "      <td>176</td>\n",
-       "      <td>i1</td>\n",
+       "      <th>5</th>\n",
        "      <td>5</td>\n",
-       "      <td>571543469_02</td>\n",
-       "      <td>-571542797_02.99</td>\n",
+       "      <td>176</td>\n",
+       "      <td>7</td>\n",
+       "      <td>0</td>\n",
+       "      <td>37</td>\n",
+       "      <td>93</td>\n",
+       "      <td>40</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>...</td>\n",
+       "      <td>37</td>\n",
+       "      <td>93</td>\n",
+       "      <td>40</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>170</td>\n",
+       "      <td>153</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>11</th>\n",
+       "      <th>6</th>\n",
+       "      <td>6</td>\n",
        "      <td>176</td>\n",
-       "      <td>i1</td>\n",
-       "      <td>8</td>\n",
-       "      <td>-571542810_01</td>\n",
-       "      <td>-571542797_02.99</td>\n",
+       "      <td>9</td>\n",
+       "      <td>0</td>\n",
+       "      <td>37</td>\n",
+       "      <td>103</td>\n",
+       "      <td>40</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>...</td>\n",
+       "      <td>37</td>\n",
+       "      <td>103</td>\n",
+       "      <td>40</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>180</td>\n",
+       "      <td>169</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>13</th>\n",
+       "      <th>7</th>\n",
+       "      <td>7</td>\n",
        "      <td>176</td>\n",
-       "      <td>i1</td>\n",
        "      <td>18</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14</th>\n",
-       "      <td>177</td>\n",
-       "      <td>i2</td>\n",
-       "      <td>1</td>\n",
-       "      <td>571542107_02</td>\n",
-       "      <td>571542809_01</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15</th>\n",
-       "      <td>177</td>\n",
-       "      <td>i2</td>\n",
-       "      <td>3</td>\n",
-       "      <td>-571542809_01</td>\n",
-       "      <td>571542809_01</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16</th>\n",
-       "      <td>177</td>\n",
-       "      <td>i2</td>\n",
-       "      <td>4</td>\n",
-       "      <td>571542811_02</td>\n",
-       "      <td>571542809_01</td>\n",
+       "      <td>30</td>\n",
+       "      <td>37</td>\n",
+       "      <td>113</td>\n",
+       "      <td>40</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>...</td>\n",
+       "      <td>37</td>\n",
+       "      <td>113</td>\n",
+       "      <td>40</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>190</td>\n",
+       "      <td>185</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>17</th>\n",
+       "      <th>8</th>\n",
+       "      <td>8</td>\n",
        "      <td>177</td>\n",
-       "      <td>i2</td>\n",
-       "      <td>5</td>\n",
-       "      <td>-571542809_01</td>\n",
-       "      <td>571542811_01</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>36</td>\n",
+       "      <td>20</td>\n",
+       "      <td>68</td>\n",
+       "      <td>26</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>...</td>\n",
+       "      <td>36</td>\n",
+       "      <td>20</td>\n",
+       "      <td>68</td>\n",
+       "      <td>26</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>150</td>\n",
+       "      <td>35</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>18</th>\n",
+       "      <th>9</th>\n",
+       "      <td>9</td>\n",
        "      <td>177</td>\n",
-       "      <td>i2</td>\n",
        "      <td>7</td>\n",
-       "      <td>571542811_02</td>\n",
-       "      <td>571542107_01</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19</th>\n",
-       "      <td>177</td>\n",
-       "      <td>i2</td>\n",
-       "      <td>8</td>\n",
-       "      <td>-571542809_01</td>\n",
-       "      <td>571542811_01</td>\n",
+       "      <td>0</td>\n",
+       "      <td>40</td>\n",
+       "      <td>25</td>\n",
+       "      <td>71</td>\n",
+       "      <td>34</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>...</td>\n",
+       "      <td>40</td>\n",
+       "      <td>25</td>\n",
+       "      <td>71</td>\n",
+       "      <td>34</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>170</td>\n",
+       "      <td>33</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>20</th>\n",
+       "      <th>10</th>\n",
+       "      <td>10</td>\n",
        "      <td>177</td>\n",
-       "      <td>i2</td>\n",
-       "      <td>17</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
+       "      <td>9</td>\n",
+       "      <td>0</td>\n",
+       "      <td>43</td>\n",
+       "      <td>27</td>\n",
+       "      <td>70</td>\n",
+       "      <td>40</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>...</td>\n",
+       "      <td>43</td>\n",
+       "      <td>27</td>\n",
+       "      <td>70</td>\n",
+       "      <td>40</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>180</td>\n",
+       "      <td>41</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>21</th>\n",
+       "      <th>11</th>\n",
+       "      <td>11</td>\n",
        "      <td>177</td>\n",
-       "      <td>i2</td>\n",
        "      <td>18</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>22</th>\n",
-       "      <td>178</td>\n",
-       "      <td>i3</td>\n",
-       "      <td>1</td>\n",
-       "      <td>-571500475_01</td>\n",
-       "      <td>571540304_01</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>23</th>\n",
-       "      <td>178</td>\n",
-       "      <td>i3</td>\n",
-       "      <td>2</td>\n",
-       "      <td>571540303_02.21</td>\n",
-       "      <td>571500475_01</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>24</th>\n",
-       "      <td>178</td>\n",
-       "      <td>i3</td>\n",
-       "      <td>3</td>\n",
-       "      <td>571540304_02</td>\n",
-       "      <td>571540303_01</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>25</th>\n",
-       "      <td>178</td>\n",
-       "      <td>i3</td>\n",
-       "      <td>4</td>\n",
-       "      <td>571556450_02</td>\n",
-       "      <td>571540304_01</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>26</th>\n",
-       "      <td>178</td>\n",
-       "      <td>i3</td>\n",
-       "      <td>5</td>\n",
-       "      <td>571540303_02.21</td>\n",
-       "      <td>571556450_01</td>\n",
+       "      <td>30</td>\n",
+       "      <td>45</td>\n",
+       "      <td>32</td>\n",
+       "      <td>77</td>\n",
+       "      <td>36</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>...</td>\n",
+       "      <td>45</td>\n",
+       "      <td>32</td>\n",
+       "      <td>77</td>\n",
+       "      <td>36</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>190</td>\n",
+       "      <td>49</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>27</th>\n",
+       "      <th>12</th>\n",
+       "      <td>12</td>\n",
        "      <td>178</td>\n",
-       "      <td>i3</td>\n",
-       "      <td>6</td>\n",
-       "      <td>-571500475_01</td>\n",
-       "      <td>571540303_01</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>38</td>\n",
+       "      <td>39</td>\n",
+       "      <td>40</td>\n",
+       "      <td>23</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>...</td>\n",
+       "      <td>38</td>\n",
+       "      <td>39</td>\n",
+       "      <td>40</td>\n",
+       "      <td>23</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>140</td>\n",
+       "      <td>50</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>28</th>\n",
+       "      <th>13</th>\n",
+       "      <td>13</td>\n",
        "      <td>178</td>\n",
-       "      <td>i3</td>\n",
        "      <td>7</td>\n",
-       "      <td>571556450_02</td>\n",
-       "      <td>571500475_01</td>\n",
+       "      <td>0</td>\n",
+       "      <td>38</td>\n",
+       "      <td>39</td>\n",
+       "      <td>42</td>\n",
+       "      <td>41</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>...</td>\n",
+       "      <td>38</td>\n",
+       "      <td>39</td>\n",
+       "      <td>62</td>\n",
+       "      <td>21</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>160</td>\n",
+       "      <td>90</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>29</th>\n",
+       "      <th>14</th>\n",
+       "      <td>14</td>\n",
        "      <td>178</td>\n",
-       "      <td>i3</td>\n",
-       "      <td>8</td>\n",
-       "      <td>571540304_02</td>\n",
-       "      <td>571556450_01</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>30</th>\n",
-       "      <td>201</td>\n",
-       "      <td>i8</td>\n",
-       "      <td>1</td>\n",
-       "      <td>571500617_02</td>\n",
-       "      <td>571500569_01</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>31</th>\n",
-       "      <td>201</td>\n",
-       "      <td>i8</td>\n",
-       "      <td>2</td>\n",
-       "      <td>571500618_02</td>\n",
-       "      <td>571500617_01</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>33</th>\n",
-       "      <td>201</td>\n",
-       "      <td>i8</td>\n",
-       "      <td>3</td>\n",
-       "      <td>-571500569_01</td>\n",
-       "      <td>571500618_01</td>\n",
+       "      <td>9</td>\n",
+       "      <td>0</td>\n",
+       "      <td>38</td>\n",
+       "      <td>39</td>\n",
+       "      <td>43</td>\n",
+       "      <td>50</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>...</td>\n",
+       "      <td>38</td>\n",
+       "      <td>39</td>\n",
+       "      <td>71</td>\n",
+       "      <td>22</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>170</td>\n",
+       "      <td>80</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>34</th>\n",
-       "      <td>201</td>\n",
-       "      <td>i8</td>\n",
-       "      <td>4</td>\n",
-       "      <td>571500583_01</td>\n",
-       "      <td>571500569_01</td>\n",
+       "      <th>15</th>\n",
+       "      <td>15</td>\n",
+       "      <td>178</td>\n",
+       "      <td>18</td>\n",
+       "      <td>30</td>\n",
+       "      <td>38</td>\n",
+       "      <td>39</td>\n",
+       "      <td>44</td>\n",
+       "      <td>59</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>...</td>\n",
+       "      <td>38</td>\n",
+       "      <td>39</td>\n",
+       "      <td>80</td>\n",
+       "      <td>23</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>180</td>\n",
+       "      <td>75</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>35</th>\n",
+       "      <th>16</th>\n",
+       "      <td>16</td>\n",
        "      <td>201</td>\n",
-       "      <td>i8</td>\n",
-       "      <td>5</td>\n",
-       "      <td>571500618_02</td>\n",
-       "      <td>571500583_02</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>24</td>\n",
+       "      <td>24</td>\n",
+       "      <td>17</td>\n",
+       "      <td>58</td>\n",
+       "      <td>17</td>\n",
+       "      <td>0</td>\n",
+       "      <td>...</td>\n",
+       "      <td>24</td>\n",
+       "      <td>24</td>\n",
+       "      <td>17</td>\n",
+       "      <td>58</td>\n",
+       "      <td>17</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>140</td>\n",
+       "      <td>133</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>36</th>\n",
+       "      <th>17</th>\n",
+       "      <td>17</td>\n",
        "      <td>201</td>\n",
-       "      <td>i8</td>\n",
-       "      <td>6</td>\n",
-       "      <td>571500617_02</td>\n",
-       "      <td>571500618_01</td>\n",
+       "      <td>7</td>\n",
+       "      <td>0</td>\n",
+       "      <td>30</td>\n",
+       "      <td>36</td>\n",
+       "      <td>18</td>\n",
+       "      <td>58</td>\n",
+       "      <td>18</td>\n",
+       "      <td>0</td>\n",
+       "      <td>...</td>\n",
+       "      <td>30</td>\n",
+       "      <td>36</td>\n",
+       "      <td>18</td>\n",
+       "      <td>58</td>\n",
+       "      <td>18</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>160</td>\n",
+       "      <td>132</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>38</th>\n",
+       "      <th>18</th>\n",
+       "      <td>18</td>\n",
        "      <td>201</td>\n",
-       "      <td>i8</td>\n",
-       "      <td>7</td>\n",
-       "      <td>571500583_01</td>\n",
-       "      <td>571500617_01</td>\n",
+       "      <td>9</td>\n",
+       "      <td>0</td>\n",
+       "      <td>33</td>\n",
+       "      <td>36</td>\n",
+       "      <td>25</td>\n",
+       "      <td>58</td>\n",
+       "      <td>18</td>\n",
+       "      <td>0</td>\n",
+       "      <td>...</td>\n",
+       "      <td>33</td>\n",
+       "      <td>36</td>\n",
+       "      <td>25</td>\n",
+       "      <td>58</td>\n",
+       "      <td>18</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>170</td>\n",
+       "      <td>134</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>39</th>\n",
+       "      <th>19</th>\n",
+       "      <td>19</td>\n",
        "      <td>201</td>\n",
-       "      <td>i8</td>\n",
-       "      <td>8</td>\n",
-       "      <td>-571500569_01</td>\n",
-       "      <td>571500583_02</td>\n",
+       "      <td>18</td>\n",
+       "      <td>30</td>\n",
+       "      <td>36</td>\n",
+       "      <td>50</td>\n",
+       "      <td>18</td>\n",
+       "      <td>58</td>\n",
+       "      <td>18</td>\n",
+       "      <td>0</td>\n",
+       "      <td>...</td>\n",
+       "      <td>36</td>\n",
+       "      <td>50</td>\n",
+       "      <td>18</td>\n",
+       "      <td>58</td>\n",
+       "      <td>18</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>180</td>\n",
+       "      <td>137</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>40</th>\n",
+       "      <th>20</th>\n",
+       "      <td>20</td>\n",
        "      <td>202</td>\n",
-       "      <td>i9</td>\n",
-       "      <td>2</td>\n",
-       "      <td>571510152_01</td>\n",
-       "      <td>571510152_01.65</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>39</td>\n",
+       "      <td>101</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>...</td>\n",
+       "      <td>39</td>\n",
+       "      <td>101</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>140</td>\n",
+       "      <td>103</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>41</th>\n",
+       "      <th>21</th>\n",
+       "      <td>21</td>\n",
        "      <td>202</td>\n",
-       "      <td>i9</td>\n",
-       "      <td>6</td>\n",
-       "      <td>571510152_02</td>\n",
-       "      <td>-571510152_01</td>\n",
+       "      <td>7</td>\n",
+       "      <td>0</td>\n",
+       "      <td>46</td>\n",
+       "      <td>114</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>...</td>\n",
+       "      <td>46</td>\n",
+       "      <td>114</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>160</td>\n",
+       "      <td>103</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>42</th>\n",
+       "      <th>22</th>\n",
+       "      <td>22</td>\n",
        "      <td>202</td>\n",
-       "      <td>i9</td>\n",
-       "      <td>17</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
+       "      <td>9</td>\n",
+       "      <td>0</td>\n",
+       "      <td>46</td>\n",
+       "      <td>114</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>...</td>\n",
+       "      <td>46</td>\n",
+       "      <td>114</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>160</td>\n",
+       "      <td>103</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>43</th>\n",
+       "      <th>23</th>\n",
+       "      <td>23</td>\n",
        "      <td>202</td>\n",
-       "      <td>i9</td>\n",
        "      <td>18</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
+       "      <td>30</td>\n",
+       "      <td>48</td>\n",
+       "      <td>122</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>...</td>\n",
+       "      <td>48</td>\n",
+       "      <td>122</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>170</td>\n",
+       "      <td>103</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>44</th>\n",
+       "      <th>24</th>\n",
+       "      <td>24</td>\n",
        "      <td>206</td>\n",
-       "      <td>i7</td>\n",
-       "      <td>4</td>\n",
-       "      <td>571542073_01</td>\n",
-       "      <td>571511538_02</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>33</td>\n",
+       "      <td>35</td>\n",
+       "      <td>26</td>\n",
+       "      <td>26</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>...</td>\n",
+       "      <td>33</td>\n",
+       "      <td>35</td>\n",
+       "      <td>26</td>\n",
+       "      <td>26</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>120</td>\n",
+       "      <td>10</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>46</th>\n",
+       "      <th>25</th>\n",
+       "      <td>25</td>\n",
        "      <td>206</td>\n",
-       "      <td>i7</td>\n",
-       "      <td>8</td>\n",
-       "      <td>-571511538_02</td>\n",
-       "      <td>571542073_02</td>\n",
+       "      <td>7</td>\n",
+       "      <td>0</td>\n",
+       "      <td>44</td>\n",
+       "      <td>44</td>\n",
+       "      <td>26</td>\n",
+       "      <td>26</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>...</td>\n",
+       "      <td>44</td>\n",
+       "      <td>44</td>\n",
+       "      <td>26</td>\n",
+       "      <td>26</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>140</td>\n",
+       "      <td>7</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>48</th>\n",
+       "      <th>26</th>\n",
+       "      <td>26</td>\n",
        "      <td>206</td>\n",
-       "      <td>i7</td>\n",
+       "      <td>9</td>\n",
+       "      <td>0</td>\n",
+       "      <td>45</td>\n",
+       "      <td>53</td>\n",
+       "      <td>26</td>\n",
+       "      <td>26</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>...</td>\n",
+       "      <td>45</td>\n",
+       "      <td>53</td>\n",
+       "      <td>26</td>\n",
+       "      <td>26</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>150</td>\n",
        "      <td>17</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>50</th>\n",
+       "      <th>27</th>\n",
+       "      <td>27</td>\n",
        "      <td>206</td>\n",
-       "      <td>i7</td>\n",
        "      <td>18</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>52</th>\n",
-       "      <td>210</td>\n",
-       "      <td>i6</td>\n",
-       "      <td>2</td>\n",
-       "      <td>571500535_02.18</td>\n",
-       "      <td>571542115_01</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>53</th>\n",
-       "      <td>210</td>\n",
-       "      <td>i6</td>\n",
-       "      <td>3</td>\n",
-       "      <td>571500585_02</td>\n",
-       "      <td>571500535_01</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>54</th>\n",
-       "      <td>210</td>\n",
-       "      <td>i6</td>\n",
-       "      <td>4</td>\n",
-       "      <td>571511538_02.121</td>\n",
-       "      <td>571500585_01</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>55</th>\n",
-       "      <td>210</td>\n",
-       "      <td>i6</td>\n",
-       "      <td>5</td>\n",
-       "      <td>571500535_02.18</td>\n",
-       "      <td>571511538_01</td>\n",
+       "      <td>30</td>\n",
+       "      <td>46</td>\n",
+       "      <td>62</td>\n",
+       "      <td>26</td>\n",
+       "      <td>26</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>...</td>\n",
+       "      <td>46</td>\n",
+       "      <td>62</td>\n",
+       "      <td>26</td>\n",
+       "      <td>26</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>160</td>\n",
+       "      <td>10</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>56</th>\n",
+       "      <th>28</th>\n",
+       "      <td>28</td>\n",
        "      <td>210</td>\n",
-       "      <td>i6</td>\n",
-       "      <td>6</td>\n",
-       "      <td>-571542115_01</td>\n",
-       "      <td>571500535_01</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>43</td>\n",
+       "      <td>29</td>\n",
+       "      <td>56</td>\n",
+       "      <td>22</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>...</td>\n",
+       "      <td>24</td>\n",
+       "      <td>48</td>\n",
+       "      <td>56</td>\n",
+       "      <td>22</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>150</td>\n",
+       "      <td>115</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>57</th>\n",
+       "      <th>29</th>\n",
+       "      <td>29</td>\n",
        "      <td>210</td>\n",
-       "      <td>i6</td>\n",
        "      <td>7</td>\n",
-       "      <td>571511538_02.121</td>\n",
-       "      <td>571542115_01</td>\n",
+       "      <td>0</td>\n",
+       "      <td>43</td>\n",
+       "      <td>39</td>\n",
+       "      <td>65</td>\n",
+       "      <td>23</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>...</td>\n",
+       "      <td>24</td>\n",
+       "      <td>58</td>\n",
+       "      <td>65</td>\n",
+       "      <td>23</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>170</td>\n",
+       "      <td>131</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>58</th>\n",
+       "      <th>30</th>\n",
+       "      <td>30</td>\n",
        "      <td>210</td>\n",
-       "      <td>i6</td>\n",
-       "      <td>8</td>\n",
-       "      <td>571500585_02</td>\n",
-       "      <td>571511538_01</td>\n",
+       "      <td>9</td>\n",
+       "      <td>0</td>\n",
+       "      <td>43</td>\n",
+       "      <td>43</td>\n",
+       "      <td>70</td>\n",
+       "      <td>24</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>...</td>\n",
+       "      <td>28</td>\n",
+       "      <td>58</td>\n",
+       "      <td>70</td>\n",
+       "      <td>24</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>180</td>\n",
+       "      <td>137</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>59</th>\n",
+       "      <th>31</th>\n",
+       "      <td>31</td>\n",
        "      <td>210</td>\n",
-       "      <td>i6</td>\n",
        "      <td>18</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
+       "      <td>30</td>\n",
+       "      <td>43</td>\n",
+       "      <td>47</td>\n",
+       "      <td>75</td>\n",
+       "      <td>25</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>...</td>\n",
+       "      <td>24</td>\n",
+       "      <td>66</td>\n",
+       "      <td>75</td>\n",
+       "      <td>25</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>190</td>\n",
+       "      <td>143</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>60</th>\n",
+       "      <th>32</th>\n",
+       "      <td>32</td>\n",
        "      <td>211</td>\n",
-       "      <td>c30</td>\n",
-       "      <td>2</td>\n",
-       "      <td>571542116_02.96</td>\n",
-       "      <td>571542116_02.164</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>28</td>\n",
+       "      <td>97</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>...</td>\n",
+       "      <td>28</td>\n",
+       "      <td>97</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>125</td>\n",
+       "      <td>45</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>61</th>\n",
+       "      <th>33</th>\n",
+       "      <td>33</td>\n",
        "      <td>211</td>\n",
-       "      <td>c30</td>\n",
-       "      <td>6</td>\n",
-       "      <td>571542116_01</td>\n",
-       "      <td>-571542116_02.96</td>\n",
+       "      <td>7</td>\n",
+       "      <td>0</td>\n",
+       "      <td>28</td>\n",
+       "      <td>107</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>...</td>\n",
+       "      <td>28</td>\n",
+       "      <td>107</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>135</td>\n",
+       "      <td>45</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>62</th>\n",
+       "      <th>34</th>\n",
+       "      <td>34</td>\n",
        "      <td>211</td>\n",
-       "      <td>c30</td>\n",
-       "      <td>17</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
+       "      <td>9</td>\n",
+       "      <td>0</td>\n",
+       "      <td>28</td>\n",
+       "      <td>112</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>...</td>\n",
+       "      <td>28</td>\n",
+       "      <td>112</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>140</td>\n",
+       "      <td>55</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>63</th>\n",
+       "      <th>35</th>\n",
+       "      <td>35</td>\n",
        "      <td>211</td>\n",
-       "      <td>c30</td>\n",
        "      <td>18</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
+       "      <td>30</td>\n",
+       "      <td>28</td>\n",
+       "      <td>117</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>...</td>\n",
+       "      <td>28</td>\n",
+       "      <td>117</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>145</td>\n",
+       "      <td>55</td>\n",
        "    </tr>\n",
        "  </tbody>\n",
        "</table>\n",
+       "<p>36 rows × 22 columns</p>\n",
        "</div>"
       ],
       "text/plain": [
-       "    inter_no node_id  move_no          inc_edge          out_edge\n",
-       "0        175      i0        1      571545870_02      571542797_02\n",
-       "1        175      i0        2      571510153_02      571545870_01\n",
-       "2        175      i0        3     -571542797_02      571510153_01\n",
-       "3        175      i0        4     -571500487_01      571542797_02\n",
-       "4        175      i0        5      571510153_02      571500487_01\n",
-       "5        175      i0        6      571545870_02      571510153_01\n",
-       "6        175      i0        7     -571500487_01      571545870_01\n",
-       "7        175      i0        8     -571542797_02      571500487_01\n",
-       "8        176      i1        3     -571542810_01      571543469_01\n",
-       "9        176      i1        4   571542797_02.99      571542810_01\n",
-       "10       176      i1        5      571543469_02  -571542797_02.99\n",
-       "11       176      i1        8     -571542810_01  -571542797_02.99\n",
-       "13       176      i1       18               NaN               NaN\n",
-       "14       177      i2        1      571542107_02      571542809_01\n",
-       "15       177      i2        3     -571542809_01      571542809_01\n",
-       "16       177      i2        4      571542811_02      571542809_01\n",
-       "17       177      i2        5     -571542809_01      571542811_01\n",
-       "18       177      i2        7      571542811_02      571542107_01\n",
-       "19       177      i2        8     -571542809_01      571542811_01\n",
-       "20       177      i2       17               NaN               NaN\n",
-       "21       177      i2       18               NaN               NaN\n",
-       "22       178      i3        1     -571500475_01      571540304_01\n",
-       "23       178      i3        2   571540303_02.21      571500475_01\n",
-       "24       178      i3        3      571540304_02      571540303_01\n",
-       "25       178      i3        4      571556450_02      571540304_01\n",
-       "26       178      i3        5   571540303_02.21      571556450_01\n",
-       "27       178      i3        6     -571500475_01      571540303_01\n",
-       "28       178      i3        7      571556450_02      571500475_01\n",
-       "29       178      i3        8      571540304_02      571556450_01\n",
-       "30       201      i8        1      571500617_02      571500569_01\n",
-       "31       201      i8        2      571500618_02      571500617_01\n",
-       "33       201      i8        3     -571500569_01      571500618_01\n",
-       "34       201      i8        4      571500583_01      571500569_01\n",
-       "35       201      i8        5      571500618_02      571500583_02\n",
-       "36       201      i8        6      571500617_02      571500618_01\n",
-       "38       201      i8        7      571500583_01      571500617_01\n",
-       "39       201      i8        8     -571500569_01      571500583_02\n",
-       "40       202      i9        2      571510152_01   571510152_01.65\n",
-       "41       202      i9        6      571510152_02     -571510152_01\n",
-       "42       202      i9       17               NaN               NaN\n",
-       "43       202      i9       18               NaN               NaN\n",
-       "44       206      i7        4      571542073_01      571511538_02\n",
-       "46       206      i7        8     -571511538_02      571542073_02\n",
-       "48       206      i7       17               NaN               NaN\n",
-       "50       206      i7       18               NaN               NaN\n",
-       "52       210      i6        2   571500535_02.18      571542115_01\n",
-       "53       210      i6        3      571500585_02      571500535_01\n",
-       "54       210      i6        4  571511538_02.121      571500585_01\n",
-       "55       210      i6        5   571500535_02.18      571511538_01\n",
-       "56       210      i6        6     -571542115_01      571500535_01\n",
-       "57       210      i6        7  571511538_02.121      571542115_01\n",
-       "58       210      i6        8      571500585_02      571511538_01\n",
-       "59       210      i6       18               NaN               NaN\n",
-       "60       211     c30        2   571542116_02.96  571542116_02.164\n",
-       "61       211     c30        6      571542116_01  -571542116_02.96\n",
-       "62       211     c30       17               NaN               NaN\n",
-       "63       211     c30       18               NaN               NaN"
-      ]
-     },
-     "execution_count": 163,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "matching"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 162,
-   "metadata": {},
-   "outputs": [
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "False\n",
-      "ddur_1    37\n",
-      "ddur_2    39\n",
-      "ddur_3    25\n",
-      "ddur_4    30\n",
-      "ddur_5    29\n",
-      "ddur_6     0\n",
-      "ddur_7     0\n",
-      "ddur_8     0\n",
-      "Name: 0, dtype: int64\n",
-      "{1: (1, 1), 2: (2, 2), 3: (3, 3), 4: (3, 4), 5: (4, 4)}\n"
-     ]
-    },
-    {
-     "data": {
-      "text/plain": [
-       "ddur_1    37\n",
-       "ddur_2    39\n",
-       "ddur_3    25\n",
-       "ddur_4    30\n",
-       "ddur_5    29\n",
-       "Name: 0, dtype: int64"
+       "    Unnamed: 0  inter_no  start_hour  start_minute  dura_A1  dura_A2  dura_A3  \\\n",
+       "0            0       175           0             0       37       39       55   \n",
+       "1            1       175           7             0       40       42       55   \n",
+       "2            2       175           9             0       43       45       55   \n",
+       "3            3       175          18            30       46       48       55   \n",
+       "4            4       176           0             0       37       73       40   \n",
+       "5            5       176           7             0       37       93       40   \n",
+       "6            6       176           9             0       37      103       40   \n",
+       "7            7       176          18            30       37      113       40   \n",
+       "8            8       177           0             0       36       20       68   \n",
+       "9            9       177           7             0       40       25       71   \n",
+       "10          10       177           9             0       43       27       70   \n",
+       "11          11       177          18            30       45       32       77   \n",
+       "12          12       178           0             0       38       39       40   \n",
+       "13          13       178           7             0       38       39       42   \n",
+       "14          14       178           9             0       38       39       43   \n",
+       "15          15       178          18            30       38       39       44   \n",
+       "16          16       201           0             0       24       24       17   \n",
+       "17          17       201           7             0       30       36       18   \n",
+       "18          18       201           9             0       33       36       25   \n",
+       "19          19       201          18            30       36       50       18   \n",
+       "20          20       202           0             0       39      101        0   \n",
+       "21          21       202           7             0       46      114        0   \n",
+       "22          22       202           9             0       46      114        0   \n",
+       "23          23       202          18            30       48      122        0   \n",
+       "24          24       206           0             0       33       35       26   \n",
+       "25          25       206           7             0       44       44       26   \n",
+       "26          26       206           9             0       45       53       26   \n",
+       "27          27       206          18            30       46       62       26   \n",
+       "28          28       210           0             0       43       29       56   \n",
+       "29          29       210           7             0       43       39       65   \n",
+       "30          30       210           9             0       43       43       70   \n",
+       "31          31       210          18            30       43       47       75   \n",
+       "32          32       211           0             0       28       97        0   \n",
+       "33          33       211           7             0       28      107        0   \n",
+       "34          34       211           9             0       28      112        0   \n",
+       "35          35       211          18            30       28      117        0   \n",
+       "\n",
+       "    dura_A4  dura_A5  dura_A6  ...  dura_B1  dura_B2  dura_B3  dura_B4  \\\n",
+       "0        29        0        0  ...       37       39       25       59   \n",
+       "1        33        0        0  ...       40       42       29       59   \n",
+       "2        37        0        0  ...       43       45       33       59   \n",
+       "3        41        0        0  ...       46       48       37       59   \n",
+       "4         0        0        0  ...       37       73       40        0   \n",
+       "5         0        0        0  ...       37       93       40        0   \n",
+       "6         0        0        0  ...       37      103       40        0   \n",
+       "7         0        0        0  ...       37      113       40        0   \n",
+       "8        26        0        0  ...       36       20       68       26   \n",
+       "9        34        0        0  ...       40       25       71       34   \n",
+       "10       40        0        0  ...       43       27       70       40   \n",
+       "11       36        0        0  ...       45       32       77       36   \n",
+       "12       23        0        0  ...       38       39       40       23   \n",
+       "13       41        0        0  ...       38       39       62       21   \n",
+       "14       50        0        0  ...       38       39       71       22   \n",
+       "15       59        0        0  ...       38       39       80       23   \n",
+       "16       58       17        0  ...       24       24       17       58   \n",
+       "17       58       18        0  ...       30       36       18       58   \n",
+       "18       58       18        0  ...       33       36       25       58   \n",
+       "19       58       18        0  ...       36       50       18       58   \n",
+       "20        0        0        0  ...       39      101        0        0   \n",
+       "21        0        0        0  ...       46      114        0        0   \n",
+       "22        0        0        0  ...       46      114        0        0   \n",
+       "23        0        0        0  ...       48      122        0        0   \n",
+       "24       26        0        0  ...       33       35       26       26   \n",
+       "25       26        0        0  ...       44       44       26       26   \n",
+       "26       26        0        0  ...       45       53       26       26   \n",
+       "27       26        0        0  ...       46       62       26       26   \n",
+       "28       22        0        0  ...       24       48       56       22   \n",
+       "29       23        0        0  ...       24       58       65       23   \n",
+       "30       24        0        0  ...       28       58       70       24   \n",
+       "31       25        0        0  ...       24       66       75       25   \n",
+       "32        0        0        0  ...       28       97        0        0   \n",
+       "33        0        0        0  ...       28      107        0        0   \n",
+       "34        0        0        0  ...       28      112        0        0   \n",
+       "35        0        0        0  ...       28      117        0        0   \n",
+       "\n",
+       "    dura_B5  dura_B6  dura_B7  dura_B8  cycle  offset  \n",
+       "0         0        0        0        0    160      57  \n",
+       "1         0        0        0        0    170      40  \n",
+       "2         0        0        0        0    180      28  \n",
+       "3         0        0        0        0    190      18  \n",
+       "4         0        0        0        0    150     131  \n",
+       "5         0        0        0        0    170     153  \n",
+       "6         0        0        0        0    180     169  \n",
+       "7         0        0        0        0    190     185  \n",
+       "8         0        0        0        0    150      35  \n",
+       "9         0        0        0        0    170      33  \n",
+       "10        0        0        0        0    180      41  \n",
+       "11        0        0        0        0    190      49  \n",
+       "12        0        0        0        0    140      50  \n",
+       "13        0        0        0        0    160      90  \n",
+       "14        0        0        0        0    170      80  \n",
+       "15        0        0        0        0    180      75  \n",
+       "16       17        0        0        0    140     133  \n",
+       "17       18        0        0        0    160     132  \n",
+       "18       18        0        0        0    170     134  \n",
+       "19       18        0        0        0    180     137  \n",
+       "20        0        0        0        0    140     103  \n",
+       "21        0        0        0        0    160     103  \n",
+       "22        0        0        0        0    160     103  \n",
+       "23        0        0        0        0    170     103  \n",
+       "24        0        0        0        0    120      10  \n",
+       "25        0        0        0        0    140       7  \n",
+       "26        0        0        0        0    150      17  \n",
+       "27        0        0        0        0    160      10  \n",
+       "28        0        0        0        0    150     115  \n",
+       "29        0        0        0        0    170     131  \n",
+       "30        0        0        0        0    180     137  \n",
+       "31        0        0        0        0    190     143  \n",
+       "32        0        0        0        0    125      45  \n",
+       "33        0        0        0        0    135      45  \n",
+       "34        0        0        0        0    140      55  \n",
+       "35        0        0        0        0    145      55  \n",
+       "\n",
+       "[36 rows x 22 columns]"
       ]
      },
-     "execution_count": 162,
+     "execution_count": 19,
      "metadata": {},
      "output_type": "execute_result"
     }
    ],
    "source": [
-    "n = 3\n",
-    "ind = (timetable['start_seconds'] <= start_unixes[n]).sum() - 1    \n",
-    "start_hour = timetable.iloc[ind].start_hour\n",
-    "start_minute = timetable.iloc[ind].start_minute\n",
-    "prow = pland[(pland.inter_no == inter_no)&(pland.start_hour == start_hour)&(pland.start_minute == start_minute)].iloc[0] # planned row\n",
-    "cycle = prow.cycle\n",
-    "print(start_unixes[n] - start_unixes[n-1] < 2 * cycle)\n",
-    "ddurs = [f'ddur_{j}' for j in range(1, 9)]\n",
-    "print(prow[ddurs])\n",
-    "ndphase = (prow[ddurs]!=0).sum() # the number of (detailed) phases\n",
-    "isplit = isplits[(inter_no,start_hour,start_minute)]\n",
-    "print(isplit)\n",
-    "inter_nos = [inter_no] * ndphase\n",
-    "phas_As = [isplit[i][0] for i in isplit.keys()]\n",
-    "phas_Bs = [isplit[i][1] for i in isplit.keys()]\n",
-    "durations = prow[ddurs][prow[ddurs]!=0]\n",
-    "# new_rows = pd.DataFrame()"
+    "plan = pd.read_csv('../../Data/tables/plan.csv')\n",
+    "plan"
    ]
   }
  ],
diff --git a/Data/tables/raw_tables/0110_make_sample_table.ipynb b/Data/tables/raw_tables/0110_make_sample_table.ipynb
index 513260d89..f7763018f 100644
--- a/Data/tables/raw_tables/0110_make_sample_table.ipynb
+++ b/Data/tables/raw_tables/0110_make_sample_table.ipynb
@@ -1136,7 +1136,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 20,
+   "execution_count": 21,
    "metadata": {},
    "outputs": [
     {
@@ -2890,6 +2890,7 @@
     "        plan[col] = 0\n",
     "plan.reset_index(inplace=True)\n",
     "plan = plan[list(plan.columns)[:3] + sorted(plan.columns)[1:-4] + list(plan.columns)[3:5]]\n",
+    "plan.to_csv('../plan.csv')\n",
     "pland = plan.copy()\n",
     "cums_A = np.array(pland[[f'dura_A{k}' for k in range(1,9)]].cumsum(axis=1))\n",
     "cums_B = np.array(pland[[f'dura_B{k}' for k in range(1,9)]].cumsum(axis=1))\n",
@@ -2905,7 +2906,6 @@
     "    i+=1\n",
     "pland = pland[['inter_no', 'start_hour', 'start_minute'] + [f'ddur_{i}' for i in range(1,9)] + ['cycle', 'offset']] # plan detailed\n",
     "pland[[f'ddur_{i}' for i in range(1,9)]] = pland[[f'ddur_{i}' for i in range(1,9)]].astype(int)\n",
-    "pland.to_csv('../plan.csv')\n",
     "display(plan)\n",
     "display(pland)"
    ]
diff --git a/Documents/1127_table_definition/table_definition_v0.8.3.xlsx b/Documents/1127_table_definition/table_definition_v0.8.3.xlsx
index 6c3f0af74..eaf21f24d 100644
Binary files a/Documents/1127_table_definition/table_definition_v0.8.3.xlsx and b/Documents/1127_table_definition/table_definition_v0.8.3.xlsx differ