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@@ -25,7 +25,7 @@
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"name": "stdout",
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"output_type": "stream",
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"text": [
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- "Using matplotlib backend: TkAgg\n"
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+ "Using matplotlib backend: Qt5Agg\n"
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]
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}
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],
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@@ -314,7 +314,7 @@
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},
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{
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"cell_type": "code",
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- "execution_count": 6,
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+ "execution_count": 5,
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"metadata": {
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"ExecuteTime": {
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"end_time": "2021-07-11T18:21:40.253769Z",
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@@ -354,28 +354,28 @@
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" </thead>\n",
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" <tbody>\n",
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" <tr>\n",
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- " <th>2021-07-04 19:00:00</th>\n",
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- " <td>29</td>\n",
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+ " <th>2021-07-10 14:00:00</th>\n",
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+ " <td>27</td>\n",
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" <td>False</td>\n",
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" </tr>\n",
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" <tr>\n",
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- " <th>2021-07-04 20:00:00</th>\n",
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- " <td>0</td>\n",
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+ " <th>2021-07-10 15:00:00</th>\n",
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+ " <td>17</td>\n",
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" <td>False</td>\n",
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" </tr>\n",
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" <tr>\n",
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- " <th>2021-07-04 21:00:00</th>\n",
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- " <td>0</td>\n",
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+ " <th>2021-07-10 16:00:00</th>\n",
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+ " <td>38</td>\n",
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" <td>False</td>\n",
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" </tr>\n",
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" <tr>\n",
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- " <th>2021-07-04 22:00:00</th>\n",
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- " <td>50</td>\n",
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+ " <th>2021-07-10 17:00:00</th>\n",
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+ " <td>15</td>\n",
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" <td>False</td>\n",
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" </tr>\n",
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" <tr>\n",
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- " <th>2021-07-04 23:00:00</th>\n",
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- " <td>16</td>\n",
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+ " <th>2021-07-10 18:00:00</th>\n",
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+ " <td>11</td>\n",
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" <td>False</td>\n",
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" </tr>\n",
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" <tr>\n",
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@@ -384,28 +384,28 @@
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" <td>...</td>\n",
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" </tr>\n",
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" <tr>\n",
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- " <th>2021-07-11 14:00:00</th>\n",
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- " <td>30</td>\n",
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+ " <th>2021-07-17 09:00:00</th>\n",
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+ " <td>34</td>\n",
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" <td>False</td>\n",
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" </tr>\n",
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" <tr>\n",
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- " <th>2021-07-11 15:00:00</th>\n",
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- " <td>46</td>\n",
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+ " <th>2021-07-17 10:00:00</th>\n",
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+ " <td>26</td>\n",
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" <td>False</td>\n",
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" </tr>\n",
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" <tr>\n",
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- " <th>2021-07-11 16:00:00</th>\n",
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- " <td>29</td>\n",
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+ " <th>2021-07-17 11:00:00</th>\n",
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+ " <td>15</td>\n",
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" <td>False</td>\n",
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" </tr>\n",
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" <tr>\n",
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- " <th>2021-07-11 17:00:00</th>\n",
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- " <td>33</td>\n",
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+ " <th>2021-07-17 12:00:00</th>\n",
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+ " <td>23</td>\n",
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" <td>False</td>\n",
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" </tr>\n",
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" <tr>\n",
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- " <th>2021-07-11 18:00:00</th>\n",
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- " <td>43</td>\n",
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+ " <th>2021-07-17 13:00:00</th>\n",
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+ " <td>27</td>\n",
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" <td>True</td>\n",
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" </tr>\n",
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" </tbody>\n",
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@@ -416,22 +416,22 @@
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"text/plain": [
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" Topic isPartial\n",
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"date \n",
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- "2021-07-04 19:00:00 29 False\n",
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- "2021-07-04 20:00:00 0 False\n",
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- "2021-07-04 21:00:00 0 False\n",
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- "2021-07-04 22:00:00 50 False\n",
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- "2021-07-04 23:00:00 16 False\n",
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+ "2021-07-10 14:00:00 27 False\n",
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+ "2021-07-10 15:00:00 17 False\n",
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+ "2021-07-10 16:00:00 38 False\n",
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+ "2021-07-10 17:00:00 15 False\n",
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+ "2021-07-10 18:00:00 11 False\n",
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"... ... ...\n",
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- "2021-07-11 14:00:00 30 False\n",
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- "2021-07-11 15:00:00 46 False\n",
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- "2021-07-11 16:00:00 29 False\n",
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- "2021-07-11 17:00:00 33 False\n",
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- "2021-07-11 18:00:00 43 True\n",
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+ "2021-07-17 09:00:00 34 False\n",
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+ "2021-07-17 10:00:00 26 False\n",
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+ "2021-07-17 11:00:00 15 False\n",
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+ "2021-07-17 12:00:00 23 False\n",
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+ "2021-07-17 13:00:00 27 True\n",
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"\n",
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"[168 rows x 2 columns]"
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]
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},
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- "execution_count": 6,
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+ "execution_count": 5,
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"metadata": {},
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"output_type": "execute_result"
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}
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@@ -462,7 +462,7 @@
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},
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{
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"cell_type": "code",
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- "execution_count": 16,
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+ "execution_count": 6,
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"metadata": {
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"ExecuteTime": {
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"end_time": "2021-07-11T18:24:40.443622Z",
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@@ -473,10 +473,10 @@
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{
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"data": {
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"text/plain": [
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- "'2021-07-04 19:00:00'"
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+ "'2021-07-10 14:00:00'"
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]
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},
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- "execution_count": 16,
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+ "execution_count": 6,
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"metadata": {},
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"output_type": "execute_result"
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}
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@@ -487,7 +487,7 @@
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},
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{
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"cell_type": "code",
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- "execution_count": 18,
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+ "execution_count": 7,
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"metadata": {
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"ExecuteTime": {
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"end_time": "2021-07-11T18:25:17.152721Z",
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@@ -498,10 +498,10 @@
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{
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"data": {
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"text/plain": [
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- "datetime.datetime(2021, 7, 4, 19, 0)"
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+ "datetime.datetime(2021, 7, 10, 14, 0)"
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]
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},
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- "execution_count": 18,
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+ "execution_count": 7,
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"metadata": {},
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"output_type": "execute_result"
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}
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@@ -512,7 +512,7 @@
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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": 8,
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"metadata": {
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"ExecuteTime": {
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"end_time": "2021-07-11T18:26:34.467056Z",
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@@ -524,146 +524,7 @@
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{
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"data": {
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"text/plain": [
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- "array([datetime.datetime(2021, 7, 4, 19, 0),\n",
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- " datetime.datetime(2021, 7, 4, 20, 0),\n",
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- " datetime.datetime(2021, 7, 4, 21, 0),\n",
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- " datetime.datetime(2021, 7, 4, 22, 0),\n",
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- " datetime.datetime(2021, 7, 4, 23, 0),\n",
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- " datetime.datetime(2021, 7, 5, 0, 0),\n",
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- " datetime.datetime(2021, 7, 5, 1, 0),\n",
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- " datetime.datetime(2021, 7, 5, 2, 0),\n",
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- " datetime.datetime(2021, 7, 5, 3, 0),\n",
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- " datetime.datetime(2021, 7, 5, 4, 0),\n",
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- " datetime.datetime(2021, 7, 5, 5, 0),\n",
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- " datetime.datetime(2021, 7, 5, 6, 0),\n",
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- " datetime.datetime(2021, 7, 5, 7, 0),\n",
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- " datetime.datetime(2021, 7, 5, 8, 0),\n",
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- " datetime.datetime(2021, 7, 5, 9, 0),\n",
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- " datetime.datetime(2021, 7, 5, 10, 0),\n",
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- " datetime.datetime(2021, 7, 5, 11, 0),\n",
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- " datetime.datetime(2021, 7, 5, 12, 0),\n",
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- " datetime.datetime(2021, 7, 5, 13, 0),\n",
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- " datetime.datetime(2021, 7, 5, 14, 0),\n",
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- " datetime.datetime(2021, 7, 5, 15, 0),\n",
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- " datetime.datetime(2021, 7, 5, 16, 0),\n",
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- " datetime.datetime(2021, 7, 5, 17, 0),\n",
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- " datetime.datetime(2021, 7, 5, 18, 0),\n",
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- " datetime.datetime(2021, 7, 5, 19, 0),\n",
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- " datetime.datetime(2021, 7, 5, 20, 0),\n",
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- " datetime.datetime(2021, 7, 5, 21, 0),\n",
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- " datetime.datetime(2021, 7, 5, 22, 0),\n",
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- " datetime.datetime(2021, 7, 5, 23, 0),\n",
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- " datetime.datetime(2021, 7, 6, 0, 0),\n",
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- " datetime.datetime(2021, 7, 6, 1, 0),\n",
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- " datetime.datetime(2021, 7, 6, 2, 0),\n",
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- " datetime.datetime(2021, 7, 6, 3, 0),\n",
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- " datetime.datetime(2021, 7, 6, 4, 0),\n",
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- " datetime.datetime(2021, 7, 6, 5, 0),\n",
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- " datetime.datetime(2021, 7, 6, 6, 0),\n",
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- " datetime.datetime(2021, 7, 6, 7, 0),\n",
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- " datetime.datetime(2021, 7, 6, 8, 0),\n",
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- " datetime.datetime(2021, 7, 6, 9, 0),\n",
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- " datetime.datetime(2021, 7, 6, 10, 0),\n",
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- " datetime.datetime(2021, 7, 6, 11, 0),\n",
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- " datetime.datetime(2021, 7, 6, 12, 0),\n",
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- " datetime.datetime(2021, 7, 6, 13, 0),\n",
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- " datetime.datetime(2021, 7, 6, 14, 0),\n",
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- " datetime.datetime(2021, 7, 6, 15, 0),\n",
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- " datetime.datetime(2021, 7, 6, 16, 0),\n",
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- " datetime.datetime(2021, 7, 6, 17, 0),\n",
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- " datetime.datetime(2021, 7, 6, 18, 0),\n",
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- " datetime.datetime(2021, 7, 6, 19, 0),\n",
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- " datetime.datetime(2021, 7, 6, 20, 0),\n",
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- " datetime.datetime(2021, 7, 6, 21, 0),\n",
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- " datetime.datetime(2021, 7, 6, 22, 0),\n",
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- " datetime.datetime(2021, 7, 6, 23, 0),\n",
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- " datetime.datetime(2021, 7, 7, 0, 0),\n",
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- " datetime.datetime(2021, 7, 7, 1, 0),\n",
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- " datetime.datetime(2021, 7, 7, 2, 0),\n",
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- " datetime.datetime(2021, 7, 7, 3, 0),\n",
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- " datetime.datetime(2021, 7, 7, 4, 0),\n",
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- " datetime.datetime(2021, 7, 7, 5, 0),\n",
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- " datetime.datetime(2021, 7, 7, 6, 0),\n",
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- " datetime.datetime(2021, 7, 7, 7, 0),\n",
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- " datetime.datetime(2021, 7, 7, 8, 0),\n",
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- " datetime.datetime(2021, 7, 7, 9, 0),\n",
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- " datetime.datetime(2021, 7, 7, 10, 0),\n",
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- " datetime.datetime(2021, 7, 7, 11, 0),\n",
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- " datetime.datetime(2021, 7, 7, 12, 0),\n",
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- " datetime.datetime(2021, 7, 7, 13, 0),\n",
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- " datetime.datetime(2021, 7, 7, 14, 0),\n",
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- " datetime.datetime(2021, 7, 7, 15, 0),\n",
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- " datetime.datetime(2021, 7, 7, 16, 0),\n",
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- " datetime.datetime(2021, 7, 7, 17, 0),\n",
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- " datetime.datetime(2021, 7, 7, 18, 0),\n",
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- " datetime.datetime(2021, 7, 7, 19, 0),\n",
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- " datetime.datetime(2021, 7, 7, 20, 0),\n",
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- " datetime.datetime(2021, 7, 7, 21, 0),\n",
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- " datetime.datetime(2021, 7, 7, 22, 0),\n",
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- " datetime.datetime(2021, 7, 7, 23, 0),\n",
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- " datetime.datetime(2021, 7, 8, 0, 0),\n",
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- " datetime.datetime(2021, 7, 8, 1, 0),\n",
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- " datetime.datetime(2021, 7, 8, 2, 0),\n",
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- " datetime.datetime(2021, 7, 8, 3, 0),\n",
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- " datetime.datetime(2021, 7, 8, 4, 0),\n",
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- " datetime.datetime(2021, 7, 8, 5, 0),\n",
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- " datetime.datetime(2021, 7, 8, 6, 0),\n",
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- " datetime.datetime(2021, 7, 8, 7, 0),\n",
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- " datetime.datetime(2021, 7, 8, 8, 0),\n",
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- " datetime.datetime(2021, 7, 8, 9, 0),\n",
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- " datetime.datetime(2021, 7, 8, 10, 0),\n",
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- " datetime.datetime(2021, 7, 8, 11, 0),\n",
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- " datetime.datetime(2021, 7, 8, 12, 0),\n",
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- " datetime.datetime(2021, 7, 8, 13, 0),\n",
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- " datetime.datetime(2021, 7, 8, 14, 0),\n",
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- " datetime.datetime(2021, 7, 8, 15, 0),\n",
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- " datetime.datetime(2021, 7, 8, 16, 0),\n",
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- " datetime.datetime(2021, 7, 8, 17, 0),\n",
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- " datetime.datetime(2021, 7, 8, 18, 0),\n",
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- " datetime.datetime(2021, 7, 8, 19, 0),\n",
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- " datetime.datetime(2021, 7, 8, 20, 0),\n",
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- " datetime.datetime(2021, 7, 8, 21, 0),\n",
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- " datetime.datetime(2021, 7, 8, 22, 0),\n",
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- " datetime.datetime(2021, 7, 8, 23, 0),\n",
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- " datetime.datetime(2021, 7, 9, 0, 0),\n",
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- " datetime.datetime(2021, 7, 9, 1, 0),\n",
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- " datetime.datetime(2021, 7, 9, 2, 0),\n",
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- " datetime.datetime(2021, 7, 9, 3, 0),\n",
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- " datetime.datetime(2021, 7, 9, 4, 0),\n",
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- " datetime.datetime(2021, 7, 9, 5, 0),\n",
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- " datetime.datetime(2021, 7, 9, 6, 0),\n",
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- " datetime.datetime(2021, 7, 9, 7, 0),\n",
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- " datetime.datetime(2021, 7, 9, 8, 0),\n",
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- " datetime.datetime(2021, 7, 9, 9, 0),\n",
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- " datetime.datetime(2021, 7, 9, 10, 0),\n",
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- " datetime.datetime(2021, 7, 9, 11, 0),\n",
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- " datetime.datetime(2021, 7, 9, 12, 0),\n",
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- " datetime.datetime(2021, 7, 9, 13, 0),\n",
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- " datetime.datetime(2021, 7, 9, 14, 0),\n",
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- " datetime.datetime(2021, 7, 9, 15, 0),\n",
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- " datetime.datetime(2021, 7, 9, 16, 0),\n",
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- " datetime.datetime(2021, 7, 9, 17, 0),\n",
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- " datetime.datetime(2021, 7, 9, 18, 0),\n",
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- " datetime.datetime(2021, 7, 9, 19, 0),\n",
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- " datetime.datetime(2021, 7, 9, 20, 0),\n",
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- " datetime.datetime(2021, 7, 9, 21, 0),\n",
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- " datetime.datetime(2021, 7, 9, 22, 0),\n",
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- " datetime.datetime(2021, 7, 9, 23, 0),\n",
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- " datetime.datetime(2021, 7, 10, 0, 0),\n",
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- " datetime.datetime(2021, 7, 10, 1, 0),\n",
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- " datetime.datetime(2021, 7, 10, 2, 0),\n",
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- " datetime.datetime(2021, 7, 10, 3, 0),\n",
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- " datetime.datetime(2021, 7, 10, 4, 0),\n",
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- " datetime.datetime(2021, 7, 10, 5, 0),\n",
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- " datetime.datetime(2021, 7, 10, 6, 0),\n",
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- " datetime.datetime(2021, 7, 10, 7, 0),\n",
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- " datetime.datetime(2021, 7, 10, 8, 0),\n",
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- " datetime.datetime(2021, 7, 10, 9, 0),\n",
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- " datetime.datetime(2021, 7, 10, 10, 0),\n",
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- " datetime.datetime(2021, 7, 10, 11, 0),\n",
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- " datetime.datetime(2021, 7, 10, 12, 0),\n",
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- " datetime.datetime(2021, 7, 10, 13, 0),\n",
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- " datetime.datetime(2021, 7, 10, 14, 0),\n",
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+ "array([datetime.datetime(2021, 7, 10, 14, 0),\n",
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" datetime.datetime(2021, 7, 10, 15, 0),\n",
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@@ -691,10 +552,149 @@
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- " datetime.datetime(2021, 7, 11, 18, 0)], dtype=object)"
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+ " datetime.datetime(2021, 7, 11, 18, 0),\n",
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+ " datetime.datetime(2021, 7, 11, 19, 0),\n",
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+ " datetime.datetime(2021, 7, 11, 20, 0),\n",
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+ " datetime.datetime(2021, 7, 11, 21, 0),\n",
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+ " datetime.datetime(2021, 7, 11, 22, 0),\n",
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+ " datetime.datetime(2021, 7, 11, 23, 0),\n",
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+ " datetime.datetime(2021, 7, 12, 0, 0),\n",
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+ " datetime.datetime(2021, 7, 12, 1, 0),\n",
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+ " datetime.datetime(2021, 7, 12, 2, 0),\n",
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+ " datetime.datetime(2021, 7, 12, 3, 0),\n",
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+ " datetime.datetime(2021, 7, 12, 4, 0),\n",
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+ " datetime.datetime(2021, 7, 12, 5, 0),\n",
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+ " datetime.datetime(2021, 7, 12, 6, 0),\n",
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+ " datetime.datetime(2021, 7, 12, 7, 0),\n",
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+ " datetime.datetime(2021, 7, 12, 8, 0),\n",
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+ " datetime.datetime(2021, 7, 12, 9, 0),\n",
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+ " datetime.datetime(2021, 7, 12, 11, 0),\n",
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+ " datetime.datetime(2021, 7, 12, 12, 0),\n",
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+ " datetime.datetime(2021, 7, 13, 7, 0),\n",
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+ " datetime.datetime(2021, 7, 15, 10, 0),\n",
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+ " datetime.datetime(2021, 7, 15, 20, 0),\n",
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+ " datetime.datetime(2021, 7, 15, 21, 0),\n",
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+ " datetime.datetime(2021, 7, 16, 7, 0),\n",
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+ " datetime.datetime(2021, 7, 16, 8, 0),\n",
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+ " datetime.datetime(2021, 7, 16, 9, 0),\n",
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+ " datetime.datetime(2021, 7, 16, 10, 0),\n",
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+ " datetime.datetime(2021, 7, 16, 11, 0),\n",
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+ " datetime.datetime(2021, 7, 16, 12, 0),\n",
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+ " datetime.datetime(2021, 7, 16, 13, 0),\n",
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+ " datetime.datetime(2021, 7, 16, 14, 0),\n",
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+ " datetime.datetime(2021, 7, 16, 15, 0),\n",
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+ " datetime.datetime(2021, 7, 16, 16, 0),\n",
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+ " datetime.datetime(2021, 7, 16, 17, 0),\n",
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+ " datetime.datetime(2021, 7, 16, 18, 0),\n",
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+ " datetime.datetime(2021, 7, 16, 19, 0),\n",
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+ " datetime.datetime(2021, 7, 16, 20, 0),\n",
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+ " datetime.datetime(2021, 7, 16, 21, 0),\n",
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+ " datetime.datetime(2021, 7, 16, 22, 0),\n",
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+ " datetime.datetime(2021, 7, 16, 23, 0),\n",
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+ " datetime.datetime(2021, 7, 17, 0, 0),\n",
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+ " datetime.datetime(2021, 7, 17, 1, 0),\n",
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+ " datetime.datetime(2021, 7, 17, 2, 0),\n",
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+ " datetime.datetime(2021, 7, 17, 3, 0),\n",
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+ " datetime.datetime(2021, 7, 17, 4, 0),\n",
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+ " datetime.datetime(2021, 7, 17, 5, 0),\n",
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+ " datetime.datetime(2021, 7, 17, 6, 0),\n",
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+ " datetime.datetime(2021, 7, 17, 7, 0),\n",
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+ " datetime.datetime(2021, 7, 17, 8, 0),\n",
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+ " datetime.datetime(2021, 7, 17, 9, 0),\n",
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+ " datetime.datetime(2021, 7, 17, 10, 0),\n",
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+ " datetime.datetime(2021, 7, 17, 11, 0),\n",
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+ " datetime.datetime(2021, 7, 17, 12, 0),\n",
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+ " datetime.datetime(2021, 7, 17, 13, 0)], dtype=object)"
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]
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},
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- "execution_count": 22,
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+ "execution_count": 8,
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"metadata": {},
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"output_type": "execute_result"
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}
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@@ -723,7 +723,7 @@
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},
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{
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"cell_type": "code",
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- "execution_count": 24,
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+ "execution_count": 9,
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"metadata": {
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"ExecuteTime": {
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"end_time": "2021-07-11T18:26:55.543347Z",
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@@ -756,7 +756,7 @@
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},
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{
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"cell_type": "code",
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- "execution_count": 25,
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+ "execution_count": 10,
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"metadata": {
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"ExecuteTime": {
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"end_time": "2021-07-11T18:26:56.762806Z",
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@@ -795,37 +795,37 @@
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" <tr>\n",
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" <th>0</th>\n",
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" <td>Topic</td>\n",
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- " <td>2021-07-04 19:00:00</td>\n",
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- " <td>29</td>\n",
|
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- " <td>2021-07-12 02:26:55.525348</td>\n",
|
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+ " <td>2021-07-10 14:00:00</td>\n",
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+ " <td>27</td>\n",
|
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+ " <td>2021-07-17 21:24:20.921178</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>Topic</td>\n",
|
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- " <td>2021-07-04 20:00:00</td>\n",
|
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- " <td>0</td>\n",
|
|
|
- " <td>2021-07-12 02:26:55.525348</td>\n",
|
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+ " <td>2021-07-10 15:00:00</td>\n",
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+ " <td>17</td>\n",
|
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+ " <td>2021-07-17 21:24:20.921178</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>Topic</td>\n",
|
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- " <td>2021-07-04 21:00:00</td>\n",
|
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|
- " <td>0</td>\n",
|
|
|
- " <td>2021-07-12 02:26:55.525348</td>\n",
|
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|
+ " <td>2021-07-10 16:00:00</td>\n",
|
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+ " <td>38</td>\n",
|
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|
+ " <td>2021-07-17 21:24:20.921178</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>Topic</td>\n",
|
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- " <td>2021-07-04 22:00:00</td>\n",
|
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- " <td>50</td>\n",
|
|
|
- " <td>2021-07-12 02:26:55.525348</td>\n",
|
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+ " <td>2021-07-10 17:00:00</td>\n",
|
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+ " <td>15</td>\n",
|
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|
+ " <td>2021-07-17 21:24:20.921178</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>Topic</td>\n",
|
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- " <td>2021-07-04 23:00:00</td>\n",
|
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|
- " <td>16</td>\n",
|
|
|
- " <td>2021-07-12 02:26:55.525348</td>\n",
|
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|
+ " <td>2021-07-10 18:00:00</td>\n",
|
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|
+ " <td>11</td>\n",
|
|
|
+ " <td>2021-07-17 21:24:20.921178</td>\n",
|
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|
" </tr>\n",
|
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" <tr>\n",
|
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" <th>...</th>\n",
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@@ -837,37 +837,37 @@
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" <tr>\n",
|
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" <th>163</th>\n",
|
|
|
" <td>Topic</td>\n",
|
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|
- " <td>2021-07-11 14:00:00</td>\n",
|
|
|
- " <td>30</td>\n",
|
|
|
- " <td>2021-07-12 02:26:55.525348</td>\n",
|
|
|
+ " <td>2021-07-17 09:00:00</td>\n",
|
|
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+ " <td>34</td>\n",
|
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|
+ " <td>2021-07-17 21:24:20.921178</td>\n",
|
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" </tr>\n",
|
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" <tr>\n",
|
|
|
" <th>164</th>\n",
|
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" <td>Topic</td>\n",
|
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|
- " <td>2021-07-11 15:00:00</td>\n",
|
|
|
- " <td>46</td>\n",
|
|
|
- " <td>2021-07-12 02:26:55.525348</td>\n",
|
|
|
+ " <td>2021-07-17 10:00:00</td>\n",
|
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+ " <td>26</td>\n",
|
|
|
+ " <td>2021-07-17 21:24:20.921178</td>\n",
|
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" </tr>\n",
|
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" <tr>\n",
|
|
|
" <th>165</th>\n",
|
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|
" <td>Topic</td>\n",
|
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|
- " <td>2021-07-11 16:00:00</td>\n",
|
|
|
- " <td>29</td>\n",
|
|
|
- " <td>2021-07-12 02:26:55.525348</td>\n",
|
|
|
+ " <td>2021-07-17 11:00:00</td>\n",
|
|
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+ " <td>15</td>\n",
|
|
|
+ " <td>2021-07-17 21:24:20.921178</td>\n",
|
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|
" </tr>\n",
|
|
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" <tr>\n",
|
|
|
" <th>166</th>\n",
|
|
|
" <td>Topic</td>\n",
|
|
|
- " <td>2021-07-11 17:00:00</td>\n",
|
|
|
- " <td>33</td>\n",
|
|
|
- " <td>2021-07-12 02:26:55.525348</td>\n",
|
|
|
+ " <td>2021-07-17 12:00:00</td>\n",
|
|
|
+ " <td>23</td>\n",
|
|
|
+ " <td>2021-07-17 21:24:20.921178</td>\n",
|
|
|
" </tr>\n",
|
|
|
" <tr>\n",
|
|
|
" <th>167</th>\n",
|
|
|
" <td>Topic</td>\n",
|
|
|
- " <td>2021-07-11 18:00:00</td>\n",
|
|
|
- " <td>43</td>\n",
|
|
|
- " <td>2021-07-12 02:26:55.525348</td>\n",
|
|
|
+ " <td>2021-07-17 13:00:00</td>\n",
|
|
|
+ " <td>27</td>\n",
|
|
|
+ " <td>2021-07-17 21:24:20.921178</td>\n",
|
|
|
" </tr>\n",
|
|
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" </tbody>\n",
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"</table>\n",
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@@ -876,22 +876,22 @@
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],
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"text/plain": [
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" iot_kword iot_date iot_value iot_dtime\n",
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- "0 Topic 2021-07-04 19:00:00 29 2021-07-12 02:26:55.525348\n",
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- "1 Topic 2021-07-04 20:00:00 0 2021-07-12 02:26:55.525348\n",
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- "2 Topic 2021-07-04 21:00:00 0 2021-07-12 02:26:55.525348\n",
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- "3 Topic 2021-07-04 22:00:00 50 2021-07-12 02:26:55.525348\n",
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- "4 Topic 2021-07-04 23:00:00 16 2021-07-12 02:26:55.525348\n",
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+ "0 Topic 2021-07-10 14:00:00 27 2021-07-17 21:24:20.921178\n",
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+ "1 Topic 2021-07-10 15:00:00 17 2021-07-17 21:24:20.921178\n",
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+ "2 Topic 2021-07-10 16:00:00 38 2021-07-17 21:24:20.921178\n",
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+ "3 Topic 2021-07-10 17:00:00 15 2021-07-17 21:24:20.921178\n",
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+ "4 Topic 2021-07-10 18:00:00 11 2021-07-17 21:24:20.921178\n",
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".. ... ... ... ...\n",
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- "163 Topic 2021-07-11 14:00:00 30 2021-07-12 02:26:55.525348\n",
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- "164 Topic 2021-07-11 15:00:00 46 2021-07-12 02:26:55.525348\n",
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- "165 Topic 2021-07-11 16:00:00 29 2021-07-12 02:26:55.525348\n",
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- "166 Topic 2021-07-11 17:00:00 33 2021-07-12 02:26:55.525348\n",
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- "167 Topic 2021-07-11 18:00:00 43 2021-07-12 02:26:55.525348\n",
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+ "163 Topic 2021-07-17 09:00:00 34 2021-07-17 21:24:20.921178\n",
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+ "164 Topic 2021-07-17 10:00:00 26 2021-07-17 21:24:20.921178\n",
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+ "165 Topic 2021-07-17 11:00:00 15 2021-07-17 21:24:20.921178\n",
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+ "166 Topic 2021-07-17 12:00:00 23 2021-07-17 21:24:20.921178\n",
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+ "167 Topic 2021-07-17 13:00:00 27 2021-07-17 21:24:20.921178\n",
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"\n",
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"[168 rows x 4 columns]"
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]
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},
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- "execution_count": 25,
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+ "execution_count": 10,
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"metadata": {},
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"output_type": "execute_result"
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}
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@@ -902,7 +902,7 @@
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},
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{
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"cell_type": "code",
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- "execution_count": 26,
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+ "execution_count": 11,
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"metadata": {
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"ExecuteTime": {
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"end_time": "2021-07-11T18:27:05.443765Z",
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@@ -932,7 +932,7 @@
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},
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{
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"cell_type": "code",
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- "execution_count": 27,
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+ "execution_count": 12,
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"metadata": {
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"ExecuteTime": {
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"end_time": "2021-07-11T18:27:13.270536Z",
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@@ -964,7 +964,7 @@
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},
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{
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"cell_type": "code",
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- "execution_count": 28,
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+ "execution_count": 13,
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"metadata": {
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"ExecuteTime": {
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"end_time": "2021-07-11T18:27:14.664058Z",
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@@ -1003,7 +1003,7 @@
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" 'Pill', 'Table condiment', 'Chemical compound'], dtype=object)"
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]
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},
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- "execution_count": 28,
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+ "execution_count": 13,
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"metadata": {},
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"output_type": "execute_result"
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}
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@@ -1026,7 +1026,7 @@
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},
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{
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"cell_type": "code",
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- "execution_count": 29,
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+ "execution_count": null,
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"metadata": {
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"ExecuteTime": {
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"end_time": "2021-07-11T18:28:42.804715Z",
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@@ -1058,37 +1058,7 @@
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"db updated.\n",
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"Nutrition 資料抓取中...\n",
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"db updating...\n",
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- "db updated.\n",
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- "Illness 資料抓取中...\n",
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- "db updating...\n",
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- "db updated.\n",
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- "Law 資料抓取中...\n",
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- "db updating...\n",
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- "db updated.\n",
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- "Art 資料抓取中...\n",
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- "db updating...\n",
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- "db updated.\n",
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- "Company 資料抓取中...\n",
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- "db updating...\n",
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- "db updated.\n",
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- "Website 資料抓取中...\n",
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- "db updating...\n",
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- "db updated.\n",
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- "Furniture retail company 資料抓取中...\n"
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- ]
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- },
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- {
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- "ename": "IndexError",
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- "evalue": "index 0 is out of bounds for axis 0 with size 0",
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- "output_type": "error",
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- "traceback": [
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- "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m",
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- "\u001b[1;31mIndexError\u001b[0m Traceback (most recent call last)",
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- "\u001b[1;32m<ipython-input-29-bc396af1b4a8>\u001b[0m in \u001b[0;36m<module>\u001b[1;34m\u001b[0m\n\u001b[0;32m 20\u001b[0m \u001b[0mtime\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0msleep\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;36m5\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 21\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m---> 22\u001b[1;33m \u001b[0mcrawler_iot_topic_tree\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mto_titles\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m",
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- "\u001b[1;32m<ipython-input-29-bc396af1b4a8>\u001b[0m in \u001b[0;36mcrawler_iot_topic_tree\u001b[1;34m(keywords, timeframe)\u001b[0m\n\u001b[0;32m 15\u001b[0m )\n\u001b[0;32m 16\u001b[0m \u001b[0mto_topics_interest_over_time\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0mpytrend\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0minterest_over_time\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m---> 17\u001b[1;33m \u001b[0mdata\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0mdf_to_db\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mto_topics_interest_over_time\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m 18\u001b[0m \u001b[0mtable\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0mget_table\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;34m'topic_tree_g_trend_iot'\u001b[0m\u001b[1;33m,\u001b[0m \u001b[1;34m'cmm_test'\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 19\u001b[0m \u001b[0mdata_to_db\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mtable\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mdata\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n",
|
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- "\u001b[1;32m<ipython-input-24-d931671c8920>\u001b[0m in \u001b[0;36mdf_to_db\u001b[1;34m(df)\u001b[0m\n\u001b[0;32m 2\u001b[0m \u001b[0mcolumns\u001b[0m \u001b[1;33m=\u001b[0m \u001b[1;33m[\u001b[0m\u001b[1;34m'iot_kword'\u001b[0m\u001b[1;33m,\u001b[0m \u001b[1;34m'iot_date'\u001b[0m\u001b[1;33m,\u001b[0m \u001b[1;34m'iot_value'\u001b[0m\u001b[1;33m,\u001b[0m \u001b[1;34m'iot_dtime'\u001b[0m\u001b[1;33m]\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 3\u001b[0m \u001b[0mlength\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0mlen\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mdf\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m----> 4\u001b[1;33m \u001b[0miot_kword\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0mdf\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mcolumns\u001b[0m\u001b[1;33m[\u001b[0m\u001b[1;36m0\u001b[0m\u001b[1;33m]\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m 5\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 6\u001b[0m \u001b[0mto_db_df\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0mpd\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mDataFrame\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mcolumns\u001b[0m\u001b[1;33m=\u001b[0m\u001b[0mcolumns\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n",
|
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- "\u001b[1;32m~\\AppData\\Roaming\\Python\\Python37\\site-packages\\pandas\\core\\indexes\\base.py\u001b[0m in \u001b[0;36m__getitem__\u001b[1;34m(self, key)\u001b[0m\n\u001b[0;32m 4295\u001b[0m \u001b[1;32mif\u001b[0m \u001b[0mis_scalar\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mkey\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 4296\u001b[0m \u001b[0mkey\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0mcom\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mcast_scalar_indexer\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mkey\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mwarn_float\u001b[0m\u001b[1;33m=\u001b[0m\u001b[1;32mTrue\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m-> 4297\u001b[1;33m \u001b[1;32mreturn\u001b[0m \u001b[0mgetitem\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mkey\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m 4298\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 4299\u001b[0m \u001b[1;32mif\u001b[0m \u001b[0misinstance\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mkey\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mslice\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n",
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- "\u001b[1;31mIndexError\u001b[0m: index 0 is out of bounds for axis 0 with size 0"
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+ "db updated.\n"
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]
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}
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],
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@@ -1127,9 +1097,9 @@
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],
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"metadata": {
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"kernelspec": {
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- "display_name": "Python 3.7.3 64-bit",
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+ "display_name": "Python 3 (ipykernel)",
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"language": "python",
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- "name": "python37364bit6893c7013b164b1189a865dcaea9fb2f"
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+ "name": "python3"
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},
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"language_info": {
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"codemirror_mode": {
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@@ -1141,7 +1111,7 @@
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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": "3.7.3"
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+ "version": "3.9.5"
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}
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},
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"nbformat": 4,
|
