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@@ -2,7 +2,17 @@
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"cells": [
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{
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"cell_type": "code",
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- "execution_count": 4,
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+ "execution_count": 1,
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+ "metadata": {},
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+ "outputs": [],
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+ "source": [
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+ "%pip install awswrangler boto3"
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+ ]
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+ },
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+ {
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+ "cell_type": "code",
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+ "execution_count": null,
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+ "id": "7c608617",
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"metadata": {},
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"outputs": [],
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"source": [
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@@ -11,7 +21,7 @@
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},
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{
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"cell_type": "code",
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- "execution_count": 22,
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+ "execution_count": 2,
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"metadata": {
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"scrolled": false
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},
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@@ -56,162 +66,162 @@
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" <tr>\n",
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" <th>0</th>\n",
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" <td>00158d0006c9d5ed</td>\n",
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- " <td>1638142531000</td>\n",
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- " <td>2021-11-29 08:35:31</td>\n",
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+ " <td>1641522280000</td>\n",
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+ " <td>2022-01-07 11:24:40</td>\n",
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" <td>a2_sen_cds_01</td>\n",
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- " <td>c5a28dfd</td>\n",
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+ " <td>6ae271ef</td>\n",
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" <td>reported</td>\n",
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" <td>6</td>\n",
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" <td>1</td>\n",
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" <td>6</td>\n",
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- " <td>2021</td>\n",
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+ " <td>2022</td>\n",
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+ " <td>1</td>\n",
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+ " <td>7</td>\n",
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" <td>11</td>\n",
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- " <td>29</td>\n",
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- " <td>8</td>\n",
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" </tr>\n",
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" <tr>\n",
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" <th>1</th>\n",
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" <td>00158d0006c9d5ed</td>\n",
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- " <td>1638138628000</td>\n",
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- " <td>2021-11-29 07:30:28</td>\n",
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+ " <td>1641513569000</td>\n",
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+ " <td>2022-01-07 08:59:29</td>\n",
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" <td>a2_sen_cds_01</td>\n",
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- " <td>339ffde9</td>\n",
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+ " <td>ea3eb7e5</td>\n",
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" <td>reported</td>\n",
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" <td>6</td>\n",
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" <td>1</td>\n",
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+ " <td>6</td>\n",
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+ " <td>2022</td>\n",
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" <td>1</td>\n",
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- " <td>2021</td>\n",
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- " <td>11</td>\n",
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- " <td>29</td>\n",
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" <td>7</td>\n",
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+ " <td>8</td>\n",
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" </tr>\n",
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" <tr>\n",
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" <th>2</th>\n",
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" <td>00158d0006c9d5ed</td>\n",
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- " <td>1638134714000</td>\n",
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- " <td>2021-11-29 06:25:14</td>\n",
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+ " <td>1641510572000</td>\n",
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+ " <td>2022-01-07 08:09:32</td>\n",
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" <td>a2_sen_cds_01</td>\n",
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- " <td>2dfd69c4</td>\n",
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+ " <td>cee8ce43</td>\n",
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" <td>reported</td>\n",
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" <td>6</td>\n",
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" <td>1</td>\n",
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" <td>1</td>\n",
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- " <td>2021</td>\n",
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- " <td>11</td>\n",
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- " <td>29</td>\n",
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- " <td>6</td>\n",
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+ " <td>2022</td>\n",
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+ " <td>1</td>\n",
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+ " <td>7</td>\n",
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+ " <td>8</td>\n",
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" </tr>\n",
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" <tr>\n",
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" <th>3</th>\n",
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" <td>00158d0006c9d5ed</td>\n",
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- " <td>1638130206000</td>\n",
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- " <td>2021-11-29 05:10:06</td>\n",
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+ " <td>1641509374000</td>\n",
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+ " <td>2022-01-07 07:49:34</td>\n",
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" <td>a2_sen_cds_01</td>\n",
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- " <td>55fcca49</td>\n",
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+ " <td>1e02ed5c</td>\n",
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" <td>reported</td>\n",
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" <td>6</td>\n",
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" <td>1</td>\n",
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+ " <td>6</td>\n",
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+ " <td>2022</td>\n",
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" <td>1</td>\n",
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- " <td>2021</td>\n",
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- " <td>11</td>\n",
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- " <td>29</td>\n",
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- " <td>5</td>\n",
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+ " <td>7</td>\n",
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+ " <td>7</td>\n",
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" </tr>\n",
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" <tr>\n",
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" <th>4</th>\n",
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" <td>00158d0006c9d5ed</td>\n",
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- " <td>1637987718000</td>\n",
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- " <td>2021-11-27 13:35:18</td>\n",
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+ " <td>1641504591000</td>\n",
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+ " <td>2022-01-07 06:29:51</td>\n",
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" <td>a2_sen_cds_01</td>\n",
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- " <td>07cd0ed4</td>\n",
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+ " <td>2c5ef025</td>\n",
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" <td>reported</td>\n",
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" <td>6</td>\n",
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" <td>1</td>\n",
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" <td>1</td>\n",
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- " <td>2021</td>\n",
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- " <td>11</td>\n",
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- " <td>27</td>\n",
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- " <td>13</td>\n",
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+ " <td>2022</td>\n",
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+ " <td>1</td>\n",
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+ " <td>7</td>\n",
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+ " <td>6</td>\n",
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" </tr>\n",
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" <tr>\n",
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" <th>5</th>\n",
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" <td>00158d0006c9d5ed</td>\n",
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- " <td>1637970265000</td>\n",
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- " <td>2021-11-27 08:44:25</td>\n",
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+ " <td>1641504291000</td>\n",
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+ " <td>2022-01-07 06:24:51</td>\n",
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" <td>a2_sen_cds_01</td>\n",
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- " <td>0134f2c3</td>\n",
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+ " <td>b27ba489</td>\n",
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" <td>reported</td>\n",
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" <td>6</td>\n",
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" <td>1</td>\n",
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+ " <td>6</td>\n",
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+ " <td>2022</td>\n",
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" <td>1</td>\n",
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- " <td>2021</td>\n",
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- " <td>11</td>\n",
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- " <td>27</td>\n",
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- " <td>8</td>\n",
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+ " <td>7</td>\n",
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+ " <td>6</td>\n",
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" </tr>\n",
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" <tr>\n",
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" <th>6</th>\n",
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" <td>00158d0006c9d5ed</td>\n",
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- " <td>1637965751000</td>\n",
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- " <td>2021-11-27 07:29:11</td>\n",
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+ " <td>1641502796000</td>\n",
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+ " <td>2022-01-07 05:59:56</td>\n",
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" <td>a2_sen_cds_01</td>\n",
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- " <td>83daa627</td>\n",
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+ " <td>873fa701</td>\n",
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" <td>reported</td>\n",
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" <td>6</td>\n",
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" <td>1</td>\n",
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" <td>1</td>\n",
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- " <td>2021</td>\n",
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- " <td>11</td>\n",
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- " <td>27</td>\n",
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+ " <td>2022</td>\n",
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+ " <td>1</td>\n",
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" <td>7</td>\n",
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+ " <td>5</td>\n",
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" </tr>\n",
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" <tr>\n",
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" <th>7</th>\n",
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" <td>00158d0006c9d5ed</td>\n",
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- " <td>1637939559000</td>\n",
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- " <td>2021-11-27 00:12:39</td>\n",
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+ " <td>1641453725000</td>\n",
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+ " <td>2022-01-06 16:22:05</td>\n",
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" <td>a2_sen_cds_01</td>\n",
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- " <td>4278c321</td>\n",
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+ " <td>120ee414</td>\n",
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" <td>reported</td>\n",
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" <td>6</td>\n",
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" <td>1</td>\n",
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" <td>1</td>\n",
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- " <td>2021</td>\n",
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- " <td>11</td>\n",
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- " <td>27</td>\n",
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- " <td>0</td>\n",
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+ " <td>2022</td>\n",
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+ " <td>1</td>\n",
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+ " <td>6</td>\n",
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+ " <td>16</td>\n",
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" </tr>\n",
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" <tr>\n",
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" <th>8</th>\n",
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" <td>00158d0006c9d5ed</td>\n",
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- " <td>1637917262000</td>\n",
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- " <td>2021-11-26 18:01:02</td>\n",
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+ " <td>1641447725000</td>\n",
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+ " <td>2022-01-06 14:42:05</td>\n",
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" <td>a2_sen_cds_01</td>\n",
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- " <td>7a458c00</td>\n",
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+ " <td>a4805270</td>\n",
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" <td>reported</td>\n",
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" <td>6</td>\n",
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" <td>1</td>\n",
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+ " <td>6</td>\n",
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+ " <td>2022</td>\n",
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" <td>1</td>\n",
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- " <td>2021</td>\n",
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- " <td>11</td>\n",
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- " <td>26</td>\n",
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- " <td>18</td>\n",
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+ " <td>6</td>\n",
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+ " <td>14</td>\n",
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" </tr>\n",
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" <tr>\n",
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" <th>9</th>\n",
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" <td>00158d0006c9d5ed</td>\n",
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- " <td>1637915754000</td>\n",
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- " <td>2021-11-26 17:35:54</td>\n",
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+ " <td>1641439319000</td>\n",
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+ " <td>2022-01-06 12:21:59</td>\n",
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" <td>a2_sen_cds_01</td>\n",
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- " <td>278d125a</td>\n",
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+ " <td>e3bb3199</td>\n",
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" <td>reported</td>\n",
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" <td>6</td>\n",
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" <td>1</td>\n",
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" <td>6</td>\n",
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- " <td>2021</td>\n",
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- " <td>11</td>\n",
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- " <td>26</td>\n",
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- " <td>17</td>\n",
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+ " <td>2022</td>\n",
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+ " <td>1</td>\n",
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+ " <td>6</td>\n",
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+ " <td>12</td>\n",
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" </tr>\n",
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" </tbody>\n",
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"</table>\n",
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@@ -219,31 +229,31 @@
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],
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"text/plain": [
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" device_id sk timestamp model \\\n",
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- "0 00158d0006c9d5ed 1638142531000 2021-11-29 08:35:31 a2_sen_cds_01 \n",
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- "1 00158d0006c9d5ed 1638138628000 2021-11-29 07:30:28 a2_sen_cds_01 \n",
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- "2 00158d0006c9d5ed 1638134714000 2021-11-29 06:25:14 a2_sen_cds_01 \n",
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- "3 00158d0006c9d5ed 1638130206000 2021-11-29 05:10:06 a2_sen_cds_01 \n",
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- "4 00158d0006c9d5ed 1637987718000 2021-11-27 13:35:18 a2_sen_cds_01 \n",
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- "5 00158d0006c9d5ed 1637970265000 2021-11-27 08:44:25 a2_sen_cds_01 \n",
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- "6 00158d0006c9d5ed 1637965751000 2021-11-27 07:29:11 a2_sen_cds_01 \n",
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- "7 00158d0006c9d5ed 1637939559000 2021-11-27 00:12:39 a2_sen_cds_01 \n",
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- "8 00158d0006c9d5ed 1637917262000 2021-11-26 18:01:02 a2_sen_cds_01 \n",
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- "9 00158d0006c9d5ed 1637915754000 2021-11-26 17:35:54 a2_sen_cds_01 \n",
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+ "0 00158d0006c9d5ed 1641522280000 2022-01-07 11:24:40 a2_sen_cds_01 \n",
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+ "1 00158d0006c9d5ed 1641513569000 2022-01-07 08:59:29 a2_sen_cds_01 \n",
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+ "2 00158d0006c9d5ed 1641510572000 2022-01-07 08:09:32 a2_sen_cds_01 \n",
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+ "3 00158d0006c9d5ed 1641509374000 2022-01-07 07:49:34 a2_sen_cds_01 \n",
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+ "4 00158d0006c9d5ed 1641504591000 2022-01-07 06:29:51 a2_sen_cds_01 \n",
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+ "5 00158d0006c9d5ed 1641504291000 2022-01-07 06:24:51 a2_sen_cds_01 \n",
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+ "6 00158d0006c9d5ed 1641502796000 2022-01-07 05:59:56 a2_sen_cds_01 \n",
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+ "7 00158d0006c9d5ed 1641453725000 2022-01-06 16:22:05 a2_sen_cds_01 \n",
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+ "8 00158d0006c9d5ed 1641447725000 2022-01-06 14:42:05 a2_sen_cds_01 \n",
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+ "9 00158d0006c9d5ed 1641439319000 2022-01-06 12:21:59 a2_sen_cds_01 \n",
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"\n",
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" id e_type battery status evt year month day hour \n",
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- "0 c5a28dfd reported 6 1 6 2021 11 29 8 \n",
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- "1 339ffde9 reported 6 1 1 2021 11 29 7 \n",
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- "2 2dfd69c4 reported 6 1 1 2021 11 29 6 \n",
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- "3 55fcca49 reported 6 1 1 2021 11 29 5 \n",
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- "4 07cd0ed4 reported 6 1 1 2021 11 27 13 \n",
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- "5 0134f2c3 reported 6 1 1 2021 11 27 8 \n",
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- "6 83daa627 reported 6 1 1 2021 11 27 7 \n",
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- "7 4278c321 reported 6 1 1 2021 11 27 0 \n",
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- "8 7a458c00 reported 6 1 1 2021 11 26 18 \n",
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- "9 278d125a reported 6 1 6 2021 11 26 17 "
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+ "0 6ae271ef reported 6 1 6 2022 1 7 11 \n",
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+ "1 ea3eb7e5 reported 6 1 6 2022 1 7 8 \n",
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+ "2 cee8ce43 reported 6 1 1 2022 1 7 8 \n",
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+ "3 1e02ed5c reported 6 1 6 2022 1 7 7 \n",
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+ "4 2c5ef025 reported 6 1 1 2022 1 7 6 \n",
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+ "5 b27ba489 reported 6 1 6 2022 1 7 6 \n",
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+ "6 873fa701 reported 6 1 1 2022 1 7 5 \n",
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+ "7 120ee414 reported 6 1 1 2022 1 6 16 \n",
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+ "8 a4805270 reported 6 1 6 2022 1 6 14 \n",
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+ "9 e3bb3199 reported 6 1 6 2022 1 6 12 "
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]
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},
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- "execution_count": 22,
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+ "execution_count": 2,
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"metadata": {},
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"output_type": "execute_result"
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}
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@@ -2521,7 +2531,7 @@
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"name": "python",
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"nbconvert_exporter": "python",
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"pygments_lexer": "ipython3",
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- "version": "3.8.3"
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+ "version": "3.8.8"
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}
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},
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"nbformat": 4,
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