updating data for batch codes
This commit is contained in:
@@ -6,10 +6,10 @@
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"id": "9de5907f-18f5-4cb1-903e-26028ff1fa03",
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"metadata": {
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"execution": {
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"iopub.execute_input": "2023-01-27T17:35:13.621717Z",
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@@ -17,11 +17,11 @@
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"name": "stderr",
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"output_type": "stream",
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"text": [
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"2023-01-27 17:35:14.040084: I tensorflow/core/platform/cpu_feature_guard.cc:193] This TensorFlow binary is optimized with oneAPI Deep Neural Network Library (oneDNN) to use the following CPU instructions in performance-critical operations: SSE4.1 SSE4.2 AVX AVX2 AVX512F FMA\n",
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"2023-01-28 17:34:43.006710: I tensorflow/core/platform/cpu_feature_guard.cc:193] This TensorFlow binary is optimized with oneAPI Deep Neural Network Library (oneDNN) to use the following CPU instructions in performance-critical operations: SSE4.1 SSE4.2 AVX AVX2 AVX512F FMA\n",
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"To enable them in other operations, rebuild TensorFlow with the appropriate compiler flags.\n",
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"2023-01-27 17:35:15.560511: I tensorflow/core/platform/cpu_feature_guard.cc:193] This TensorFlow binary is optimized with oneAPI Deep Neural Network Library (oneDNN) to use the following CPU instructions in performance-critical operations: SSE4.1 SSE4.2 AVX AVX2 AVX512F FMA\n",
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"2023-01-28 17:34:44.385568: I tensorflow/core/platform/cpu_feature_guard.cc:193] This TensorFlow binary is optimized with oneAPI Deep Neural Network Library (oneDNN) to use the following CPU instructions in performance-critical operations: SSE4.1 SSE4.2 AVX AVX2 AVX512F FMA\n",
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"To enable them in other operations, rebuild TensorFlow with the appropriate compiler flags.\n",
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"2023-01-27 17:35:15.567799: I tensorflow/core/common_runtime/process_util.cc:146] Creating new thread pool with default inter op setting: 2. Tune using inter_op_parallelism_threads for best performance.\n"
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"2023-01-28 17:34:44.386744: I tensorflow/core/common_runtime/process_util.cc:146] Creating new thread pool with default inter op setting: 2. Tune using inter_op_parallelism_threads for best performance.\n"
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]
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}
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],
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@@ -46,10 +46,10 @@
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"id": "d1e4fa9e",
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"metadata": {
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"execution": {
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"iopub.execute_input": "2023-01-27T17:35:15.712258Z",
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"outputs": [
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@@ -57,7 +57,7 @@
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"name": "stdout",
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"output_type": "stream",
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"text": [
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"27.01.2023, 17:35:15 Uhr\n"
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"28.01.2023, 17:34:44 Uhr\n"
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]
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}
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],
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@@ -71,10 +71,10 @@
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"id": "ffad1c04",
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"metadata": {
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"execution": {
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"outputs": [
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@@ -83,8 +83,8 @@
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"output_type": "stream",
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"text": [
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" lastUpdated: 2023-01-20 00:00:00\n",
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"lastUpdatedDataSource: 2023-01-20 00:00:00\n",
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"needsUpdate: False\n"
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"lastUpdatedDataSource: 2023-01-27 00:00:00\n",
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"needsUpdate: True\n"
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],
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@@ -102,10 +102,10 @@
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"id": "194b7357",
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"metadata": {
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"execution": {
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"outputs": [],
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@@ -119,10 +119,10 @@
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"id": "a793dff0",
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"metadata": {
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"execution": {
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"iopub.execute_input": "2023-01-27T17:35:16.382228Z",
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"outputs": [
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@@ -130,7 +130,7 @@
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"name": "stderr",
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"output_type": "stream",
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"text": [
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"[WDM] - Downloading: 100%|██████████| 6.96M/6.96M [00:00<00:00, 124MB/s]\n"
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"[WDM] - Downloading: 100%|██████████| 6.96M/6.96M [00:00<00:00, 107MB/s]\n"
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]
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},
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{
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@@ -172,15 +172,15 @@
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"Non-trainable params: 0\n",
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"_________________________________________________________________\n",
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"1/1 [==============================] - 1s 1s/step\n",
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"textInCaptchaImage: c4ca2f\n",
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"textInCaptchaImage: 6e8f79\n",
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"1/1 [==============================] - 0s 36ms/step\n",
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"textInCaptchaImage: c10234\n",
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"1/1 [==============================] - 0s 46ms/step\n",
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"1/1 [==============================] - 0s 33ms/step\n",
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"textInCaptchaImage: 2C7b4c\n"
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"textInCaptchaImage: 5c4a5F\n",
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"1/1 [==============================] - 0s 37ms/step\n",
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"textInCaptchaImage: 1fe037\n",
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"1/1 [==============================] - 0s 34ms/step\n",
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"1/1 [==============================] - 0s 38ms/step\n",
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@@ -196,10 +196,10 @@
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"id": "781ac80e",
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"metadata": {
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"execution": {
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"outputs": [
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@@ -353,8 +353,8 @@
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" <td>...</td>\n",
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" </tr>\n",
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" <tr>\n",
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" <th>2559217</th>\n",
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" <td>2023-01-13</td>\n",
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" <th>2563913</th>\n",
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" <td>2023-01-20</td>\n",
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" <td>0</td>\n",
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||||
" <td>0</td>\n",
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" <td>0</td>\n",
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@@ -362,47 +362,31 @@
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" <td>0</td>\n",
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" <td>NaN</td>\n",
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" <td>COVID19</td>\n",
|
||||
" <td>MODERNA</td>\n",
|
||||
" <td>045G21A</td>\n",
|
||||
" <td>PFIZER\\BIONTECH</td>\n",
|
||||
" <td>FM9088</td>\n",
|
||||
" <td>3</td>\n",
|
||||
" <td>Unknown Country</td>\n",
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||||
" <td>0</td>\n",
|
||||
" </tr>\n",
|
||||
" <tr>\n",
|
||||
" <th>2559217</th>\n",
|
||||
" <td>2023-01-13</td>\n",
|
||||
" <th>2563914</th>\n",
|
||||
" <td>2023-01-20</td>\n",
|
||||
" <td>0</td>\n",
|
||||
" <td>0</td>\n",
|
||||
" <td>0</td>\n",
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||||
" <td>0</td>\n",
|
||||
" <td>0</td>\n",
|
||||
" <td>NaN</td>\n",
|
||||
" <td>SGPFIZER INCPV20230001083</td>\n",
|
||||
" <td>COVID19</td>\n",
|
||||
" <td>PFIZER\\BIONTECH</td>\n",
|
||||
" <td>FD7958</td>\n",
|
||||
" <td>NaN</td>\n",
|
||||
" <td>1</td>\n",
|
||||
" <td>Unknown Country</td>\n",
|
||||
" <td>Singapore</td>\n",
|
||||
" <td>0</td>\n",
|
||||
" </tr>\n",
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" <tr>\n",
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||||
" <th>2559217</th>\n",
|
||||
" <td>2023-01-13</td>\n",
|
||||
" <td>0</td>\n",
|
||||
" <td>0</td>\n",
|
||||
" <td>0</td>\n",
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||||
" <td>0</td>\n",
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" <td>0</td>\n",
|
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" <td>NaN</td>\n",
|
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" <td>COVID19</td>\n",
|
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" <td>PFIZER\\BIONTECH</td>\n",
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" <td>FE8405</td>\n",
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" <td>2</td>\n",
|
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" <td>Unknown Country</td>\n",
|
||||
" <td>0</td>\n",
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" </tr>\n",
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" <tr>\n",
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" <th>2559221</th>\n",
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" <td>2023-01-13</td>\n",
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" <th>2564179</th>\n",
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" <td>2023-01-20</td>\n",
|
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" <td>0</td>\n",
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||||
" <td>0</td>\n",
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" <td>0</td>\n",
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@@ -411,76 +395,92 @@
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" <td>NaN</td>\n",
|
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" <td>COVID19</td>\n",
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" <td>MODERNA</td>\n",
|
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" <td>NaN</td>\n",
|
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" <td>2</td>\n",
|
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" <td>3005690</td>\n",
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" <td>3</td>\n",
|
||||
" <td>Unknown Country</td>\n",
|
||||
" <td>0</td>\n",
|
||||
" </tr>\n",
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" <tr>\n",
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" <th>2559304</th>\n",
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" <td>2021-08-21</td>\n",
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" <th>2564188</th>\n",
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" <td>2023-01-20</td>\n",
|
||||
" <td>1</td>\n",
|
||||
" <td>0</td>\n",
|
||||
" <td>0</td>\n",
|
||||
" <td>0</td>\n",
|
||||
" <td>0</td>\n",
|
||||
" <td>JPMODERNATX, INC.MOD20236</td>\n",
|
||||
" <td>COVID19</td>\n",
|
||||
" <td>MODERNA</td>\n",
|
||||
" <td>000268A</td>\n",
|
||||
" <td>4</td>\n",
|
||||
" <td>Japan</td>\n",
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||||
" <td>1</td>\n",
|
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" </tr>\n",
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" <tr>\n",
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" <th>2564189</th>\n",
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||||
" <td>2023-01-20</td>\n",
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||||
" <td>0</td>\n",
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||||
" <td>0</td>\n",
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||||
" <td>1</td>\n",
|
||||
" <td>0</td>\n",
|
||||
" <td>KRMODERNATX, INC.MOD20236</td>\n",
|
||||
" <td>COVID19</td>\n",
|
||||
" <td>MODERNA</td>\n",
|
||||
" <td>NaN</td>\n",
|
||||
" <td>2</td>\n",
|
||||
" <td>Unknown Country</td>\n",
|
||||
" <td>Korea, Republic of</td>\n",
|
||||
" <td>0</td>\n",
|
||||
" </tr>\n",
|
||||
" </tbody>\n",
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||||
"</table>\n",
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"<p>1501995 rows × 13 columns</p>\n",
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"<p>1505632 rows × 13 columns</p>\n",
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"</div>"
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],
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"text/plain": [
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" RECVDATE DIED L_THREAT ER_VISIT HOSPITAL DISABLE SPLTTYPE \\\n",
|
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"VAERS_ID \n",
|
||||
"902418 2020-12-15 0 0 0 0 0 NaN \n",
|
||||
"902440 2020-12-15 0 0 0 0 0 NaN \n",
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||||
"902446 2020-12-15 0 0 0 0 0 NaN \n",
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||||
"902464 2020-12-15 0 0 0 0 0 NaN \n",
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||||
"902465 2020-12-15 0 0 0 0 0 NaN \n",
|
||||
"... ... ... ... ... ... ... ... \n",
|
||||
"2559217 2023-01-13 0 0 0 0 0 NaN \n",
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||||
"2559217 2023-01-13 0 0 0 0 0 NaN \n",
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||||
"2559217 2023-01-13 0 0 0 0 0 NaN \n",
|
||||
"2559221 2023-01-13 0 0 0 1 0 NaN \n",
|
||||
"2559304 2021-08-21 0 0 0 0 0 NaN \n",
|
||||
" RECVDATE DIED L_THREAT ER_VISIT HOSPITAL DISABLE \\\n",
|
||||
"VAERS_ID \n",
|
||||
"902418 2020-12-15 0 0 0 0 0 \n",
|
||||
"902440 2020-12-15 0 0 0 0 0 \n",
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||||
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||||
"902464 2020-12-15 0 0 0 0 0 \n",
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||||
"902465 2020-12-15 0 0 0 0 0 \n",
|
||||
"... ... ... ... ... ... ... \n",
|
||||
"2563913 2023-01-20 0 0 0 0 0 \n",
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||||
"2563914 2023-01-20 0 0 0 0 0 \n",
|
||||
"2564179 2023-01-20 0 0 0 1 0 \n",
|
||||
"2564188 2023-01-20 1 0 0 0 0 \n",
|
||||
"2564189 2023-01-20 0 0 0 1 0 \n",
|
||||
"\n",
|
||||
" VAX_TYPE VAX_MANU VAX_LOT VAX_DOSE_SERIES COUNTRY \\\n",
|
||||
"VAERS_ID \n",
|
||||
"902418 COVID19 PFIZER\\BIONTECH EH9899 1 United States \n",
|
||||
"902440 COVID19 PFIZER\\BIONTECH EH 9899 1 United States \n",
|
||||
"902446 COVID19 PFIZER\\BIONTECH EH9899 1 United States \n",
|
||||
"902464 COVID19 PFIZER\\BIONTECH EH9899 UNK United States \n",
|
||||
"902465 COVID19 PFIZER\\BIONTECH EH9899 1 United States \n",
|
||||
"... ... ... ... ... ... \n",
|
||||
"2559217 COVID19 MODERNA 045G21A 3 Unknown Country \n",
|
||||
"2559217 COVID19 PFIZER\\BIONTECH FD7958 1 Unknown Country \n",
|
||||
"2559217 COVID19 PFIZER\\BIONTECH FE8405 2 Unknown Country \n",
|
||||
"2559221 COVID19 MODERNA NaN 2 Unknown Country \n",
|
||||
"2559304 COVID19 MODERNA NaN 2 Unknown Country \n",
|
||||
" SPLTTYPE VAX_TYPE VAX_MANU VAX_LOT \\\n",
|
||||
"VAERS_ID \n",
|
||||
"902418 NaN COVID19 PFIZER\\BIONTECH EH9899 \n",
|
||||
"902440 NaN COVID19 PFIZER\\BIONTECH EH 9899 \n",
|
||||
"902446 NaN COVID19 PFIZER\\BIONTECH EH9899 \n",
|
||||
"902464 NaN COVID19 PFIZER\\BIONTECH EH9899 \n",
|
||||
"902465 NaN COVID19 PFIZER\\BIONTECH EH9899 \n",
|
||||
"... ... ... ... ... \n",
|
||||
"2563913 NaN COVID19 PFIZER\\BIONTECH FM9088 \n",
|
||||
"2563914 SGPFIZER INCPV20230001083 COVID19 PFIZER\\BIONTECH NaN \n",
|
||||
"2564179 NaN COVID19 MODERNA 3005690 \n",
|
||||
"2564188 JPMODERNATX, INC.MOD20236 COVID19 MODERNA 000268A \n",
|
||||
"2564189 KRMODERNATX, INC.MOD20236 COVID19 MODERNA NaN \n",
|
||||
"\n",
|
||||
" SEVERE \n",
|
||||
"VAERS_ID \n",
|
||||
"902418 0 \n",
|
||||
"902440 0 \n",
|
||||
"902446 0 \n",
|
||||
"902464 0 \n",
|
||||
"902465 0 \n",
|
||||
"... ... \n",
|
||||
"2559217 0 \n",
|
||||
"2559217 0 \n",
|
||||
"2559217 0 \n",
|
||||
"2559221 0 \n",
|
||||
"2559304 0 \n",
|
||||
" VAX_DOSE_SERIES COUNTRY SEVERE \n",
|
||||
"VAERS_ID \n",
|
||||
"902418 1 United States 0 \n",
|
||||
"902440 1 United States 0 \n",
|
||||
"902446 1 United States 0 \n",
|
||||
"902464 UNK United States 0 \n",
|
||||
"902465 1 United States 0 \n",
|
||||
"... ... ... ... \n",
|
||||
"2563913 3 Unknown Country 0 \n",
|
||||
"2563914 1 Singapore 0 \n",
|
||||
"2564179 3 Unknown Country 0 \n",
|
||||
"2564188 4 Japan 1 \n",
|
||||
"2564189 2 Korea, Republic of 0 \n",
|
||||
"\n",
|
||||
"[1501995 rows x 13 columns]"
|
||||
"[1505632 rows x 13 columns]"
|
||||
]
|
||||
},
|
||||
"execution_count": 6,
|
||||
@@ -499,10 +499,10 @@
|
||||
"id": "8d6507ca",
|
||||
"metadata": {
|
||||
"execution": {
|
||||
"iopub.execute_input": "2023-01-27T17:41:25.216033Z",
|
||||
"iopub.status.busy": "2023-01-27T17:41:25.215527Z",
|
||||
"iopub.status.idle": "2023-01-27T17:41:25.759895Z",
|
||||
"shell.execute_reply": "2023-01-27T17:41:25.758961Z"
|
||||
"iopub.execute_input": "2023-01-28T17:37:05.801890Z",
|
||||
"iopub.status.busy": "2023-01-28T17:37:05.801514Z",
|
||||
"iopub.status.idle": "2023-01-28T17:37:06.099278Z",
|
||||
"shell.execute_reply": "2023-01-28T17:37:06.098675Z"
|
||||
}
|
||||
},
|
||||
"outputs": [],
|
||||
@@ -516,10 +516,10 @@
|
||||
"id": "0915aa5a",
|
||||
"metadata": {
|
||||
"execution": {
|
||||
"iopub.execute_input": "2023-01-27T17:41:25.764431Z",
|
||||
"iopub.status.busy": "2023-01-27T17:41:25.764022Z",
|
||||
"iopub.status.idle": "2023-01-27T17:41:42.516288Z",
|
||||
"shell.execute_reply": "2023-01-27T17:41:42.515106Z"
|
||||
"iopub.execute_input": "2023-01-28T17:37:06.102372Z",
|
||||
"iopub.status.busy": "2023-01-28T17:37:06.101891Z",
|
||||
"iopub.status.idle": "2023-01-28T17:37:20.591699Z",
|
||||
"shell.execute_reply": "2023-01-28T17:37:20.591108Z"
|
||||
}
|
||||
},
|
||||
"outputs": [
|
||||
|
||||
Reference in New Issue
Block a user