Skip to content

Instantly share code, notes, and snippets.

@mcallaghan
Created March 22, 2022 17:10
Show Gist options
  • Save mcallaghan/2989cb9a8c875a24af9d6e774e66d31a to your computer and use it in GitHub Desktop.
Save mcallaghan/2989cb9a8c875a24af9d6e774e66d31a to your computer and use it in GitHub Desktop.
Display the source blob
Display the rendered blob
Raw
{
"cells": [
{
"cell_type": "code",
"execution_count": 1,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Index(['ID', 'Interesting', 'Not relevant', 'COVID', 'Politics', 'Movements',\n",
" 'Impacts', 'Causes', 'Solutions', 'Contrarian', 'Other', 'Keywords',\n",
" 'Comment', 'Total', 'max', 'mean', 'median', 'std', 'max', 'mean',\n",
" 'median', 'std'],\n",
" dtype='object')\n"
]
},
{
"data": {
"text/html": [
"<div>\n",
"<style scoped>\n",
" .dataframe tbody tr th:only-of-type {\n",
" vertical-align: middle;\n",
" }\n",
"\n",
" .dataframe tbody tr th {\n",
" vertical-align: top;\n",
" }\n",
"\n",
" .dataframe thead th {\n",
" text-align: right;\n",
" }\n",
"</style>\n",
"<table border=\"1\" class=\"dataframe\">\n",
" <thead>\n",
" <tr style=\"text-align: right;\">\n",
" <th></th>\n",
" <th>ID</th>\n",
" <th>Interesting</th>\n",
" <th>Not relevant</th>\n",
" <th>COVID</th>\n",
" <th>Politics</th>\n",
" <th>Movements</th>\n",
" <th>Impacts</th>\n",
" <th>Causes</th>\n",
" <th>Solutions</th>\n",
" <th>Contrarian</th>\n",
" <th>...</th>\n",
" <th>Comment</th>\n",
" <th>Total</th>\n",
" <th>max</th>\n",
" <th>mean</th>\n",
" <th>median</th>\n",
" <th>std</th>\n",
" <th>max</th>\n",
" <th>mean</th>\n",
" <th>median</th>\n",
" <th>std</th>\n",
" </tr>\n",
" </thead>\n",
" <tbody>\n",
" <tr>\n",
" <th>0</th>\n",
" <td>1</td>\n",
" <td></td>\n",
" <td>x</td>\n",
" <td></td>\n",
" <td></td>\n",
" <td></td>\n",
" <td></td>\n",
" <td></td>\n",
" <td></td>\n",
" <td></td>\n",
" <td>...</td>\n",
" <td></td>\n",
" <td>682</td>\n",
" <td>0.47321075</td>\n",
" <td>0.11666135</td>\n",
" <td>0.10264492</td>\n",
" <td>0.08889013</td>\n",
" <td>0.01800216</td>\n",
" <td>0.00006920</td>\n",
" <td>0.00000172</td>\n",
" <td>0.00063306</td>\n",
" </tr>\n",
" <tr>\n",
" <th>1</th>\n",
" <td>2</td>\n",
" <td></td>\n",
" <td>x</td>\n",
" <td></td>\n",
" <td></td>\n",
" <td></td>\n",
" <td></td>\n",
" <td></td>\n",
" <td></td>\n",
" <td></td>\n",
" <td>...</td>\n",
" <td>Significant portion is from a bot talking abou...</td>\n",
" <td>243</td>\n",
" <td>0.50687337</td>\n",
" <td>0.12118766</td>\n",
" <td>0.12191194</td>\n",
" <td>0.07523260</td>\n",
" <td>0.01387141</td>\n",
" <td>0.00021370</td>\n",
" <td>0.00000399</td>\n",
" <td>0.00121893</td>\n",
" </tr>\n",
" <tr>\n",
" <th>2</th>\n",
" <td>3</td>\n",
" <td></td>\n",
" <td></td>\n",
" <td></td>\n",
" <td>x</td>\n",
" <td></td>\n",
" <td></td>\n",
" <td></td>\n",
" <td></td>\n",
" <td></td>\n",
" <td>...</td>\n",
" <td></td>\n",
" <td>333</td>\n",
" <td>0.42774582</td>\n",
" <td>0.17446417</td>\n",
" <td>0.18080372</td>\n",
" <td>0.09783223</td>\n",
" <td>0.07874106</td>\n",
" <td>0.00045986</td>\n",
" <td>0.00003511</td>\n",
" <td>0.00404125</td>\n",
" </tr>\n",
" <tr>\n",
" <th>3</th>\n",
" <td>4</td>\n",
" <td></td>\n",
" <td></td>\n",
" <td></td>\n",
" <td></td>\n",
" <td></td>\n",
" <td></td>\n",
" <td></td>\n",
" <td></td>\n",
" <td>x</td>\n",
" <td>...</td>\n",
" <td></td>\n",
" <td>204</td>\n",
" <td>0.47628522</td>\n",
" <td>0.15765078</td>\n",
" <td>0.16738251</td>\n",
" <td>0.07911927</td>\n",
" <td>0.00485517</td>\n",
" <td>0.00006089</td>\n",
" <td>0.00000599</td>\n",
" <td>0.00029687</td>\n",
" </tr>\n",
" <tr>\n",
" <th>4</th>\n",
" <td>5</td>\n",
" <td></td>\n",
" <td></td>\n",
" <td></td>\n",
" <td></td>\n",
" <td></td>\n",
" <td></td>\n",
" <td></td>\n",
" <td></td>\n",
" <td>x</td>\n",
" <td>...</td>\n",
" <td></td>\n",
" <td>7639</td>\n",
" <td>0.54099846</td>\n",
" <td>0.14782760</td>\n",
" <td>0.15270257</td>\n",
" <td>0.08326165</td>\n",
" <td>0.04410441</td>\n",
" <td>0.00001196</td>\n",
" <td>0.00000024</td>\n",
" <td>0.00038005</td>\n",
" </tr>\n",
" </tbody>\n",
"</table>\n",
"<p>5 rows × 22 columns</p>\n",
"</div>"
],
"text/plain": [
" ID Interesting Not relevant COVID Politics Movements Impacts Causes \\\n",
"0 1 x \n",
"1 2 x \n",
"2 3 x \n",
"3 4 \n",
"4 5 \n",
"\n",
" Solutions Contrarian ... \\\n",
"0 ... \n",
"1 ... \n",
"2 ... \n",
"3 x ... \n",
"4 x ... \n",
"\n",
" Comment Total max \\\n",
"0 682 0.47321075 \n",
"1 Significant portion is from a bot talking abou... 243 0.50687337 \n",
"2 333 0.42774582 \n",
"3 204 0.47628522 \n",
"4 7639 0.54099846 \n",
"\n",
" mean median std max mean median \\\n",
"0 0.11666135 0.10264492 0.08889013 0.01800216 0.00006920 0.00000172 \n",
"1 0.12118766 0.12191194 0.07523260 0.01387141 0.00021370 0.00000399 \n",
"2 0.17446417 0.18080372 0.09783223 0.07874106 0.00045986 0.00003511 \n",
"3 0.15765078 0.16738251 0.07911927 0.00485517 0.00006089 0.00000599 \n",
"4 0.14782760 0.15270257 0.08326165 0.04410441 0.00001196 0.00000024 \n",
"\n",
" std \n",
"0 0.00063306 \n",
"1 0.00121893 \n",
"2 0.00404125 \n",
"3 0.00029687 \n",
"4 0.00038005 \n",
"\n",
"[5 rows x 22 columns]"
]
},
"execution_count": 1,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"import pandas as pd\n",
"import numpy as np\n",
"import matplotlib.pyplot as plt\n",
"\n",
"import gspread\n",
"from oauth2client.service_account import ServiceAccountCredentials\n",
"scope = ['https://spreadsheets.google.com/feeds']\n",
"credentials = ServiceAccountCredentials.from_json_keyfile_name('./jupyter-google-e4b72bf44320.json', scope)\n",
"gc = gspread.authorize(credentials)\n",
"spreadsheet_key = '1FU4gBqkYb_jpPc8SkHUOlxS1rNMJN-gFuYIVCfLXyyw'\n",
"wb = gc.open_by_key(spreadsheet_key)\n",
"ws = wb.worksheet(\"Super-topic Annotations\")\n",
"\n",
"table = ws.get_all_values()\n",
"df = pd.DataFrame(table[4:], columns=table[3])\n",
"print(df.columns)\n",
"\n",
"df.head()"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": []
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": []
},
{
"cell_type": "code",
"execution_count": 2,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Index(['COVID', 'Politics', 'Movements', 'Impacts', 'Causes', 'Solutions',\n",
" 'Contrarian'],\n",
" dtype='object')\n"
]
},
{
"data": {
"text/html": [
"<div>\n",
"<style scoped>\n",
" .dataframe tbody tr th:only-of-type {\n",
" vertical-align: middle;\n",
" }\n",
"\n",
" .dataframe tbody tr th {\n",
" vertical-align: top;\n",
" }\n",
"\n",
" .dataframe thead th {\n",
" text-align: right;\n",
" }\n",
"</style>\n",
"<table border=\"1\" class=\"dataframe\">\n",
" <thead>\n",
" <tr style=\"text-align: right;\">\n",
" <th></th>\n",
" <th>ID</th>\n",
" <th>Interesting</th>\n",
" <th>Not relevant</th>\n",
" <th>COVID</th>\n",
" <th>Politics</th>\n",
" <th>Movements</th>\n",
" <th>Impacts</th>\n",
" <th>Causes</th>\n",
" <th>Solutions</th>\n",
" <th>Contrarian</th>\n",
" <th>...</th>\n",
" <th>Comment</th>\n",
" <th>Total</th>\n",
" <th>max</th>\n",
" <th>mean</th>\n",
" <th>median</th>\n",
" <th>std</th>\n",
" <th>max</th>\n",
" <th>mean</th>\n",
" <th>median</th>\n",
" <th>std</th>\n",
" </tr>\n",
" </thead>\n",
" <tbody>\n",
" <tr>\n",
" <th>0</th>\n",
" <td>1</td>\n",
" <td>0</td>\n",
" <td>1</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>...</td>\n",
" <td></td>\n",
" <td>682</td>\n",
" <td>0.47321075</td>\n",
" <td>0.11666135</td>\n",
" <td>0.10264492</td>\n",
" <td>0.08889013</td>\n",
" <td>0.01800216</td>\n",
" <td>0.00006920</td>\n",
" <td>0.00000172</td>\n",
" <td>0.00063306</td>\n",
" </tr>\n",
" <tr>\n",
" <th>1</th>\n",
" <td>2</td>\n",
" <td>0</td>\n",
" <td>1</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>...</td>\n",
" <td>Significant portion is from a bot talking abou...</td>\n",
" <td>243</td>\n",
" <td>0.50687337</td>\n",
" <td>0.12118766</td>\n",
" <td>0.12191194</td>\n",
" <td>0.07523260</td>\n",
" <td>0.01387141</td>\n",
" <td>0.00021370</td>\n",
" <td>0.00000399</td>\n",
" <td>0.00121893</td>\n",
" </tr>\n",
" <tr>\n",
" <th>2</th>\n",
" <td>3</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>1</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>...</td>\n",
" <td></td>\n",
" <td>333</td>\n",
" <td>0.42774582</td>\n",
" <td>0.17446417</td>\n",
" <td>0.18080372</td>\n",
" <td>0.09783223</td>\n",
" <td>0.07874106</td>\n",
" <td>0.00045986</td>\n",
" <td>0.00003511</td>\n",
" <td>0.00404125</td>\n",
" </tr>\n",
" <tr>\n",
" <th>3</th>\n",
" <td>4</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>1</td>\n",
" <td>...</td>\n",
" <td></td>\n",
" <td>204</td>\n",
" <td>0.47628522</td>\n",
" <td>0.15765078</td>\n",
" <td>0.16738251</td>\n",
" <td>0.07911927</td>\n",
" <td>0.00485517</td>\n",
" <td>0.00006089</td>\n",
" <td>0.00000599</td>\n",
" <td>0.00029687</td>\n",
" </tr>\n",
" <tr>\n",
" <th>4</th>\n",
" <td>5</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>1</td>\n",
" <td>...</td>\n",
" <td></td>\n",
" <td>7639</td>\n",
" <td>0.54099846</td>\n",
" <td>0.14782760</td>\n",
" <td>0.15270257</td>\n",
" <td>0.08326165</td>\n",
" <td>0.04410441</td>\n",
" <td>0.00001196</td>\n",
" <td>0.00000024</td>\n",
" <td>0.00038005</td>\n",
" </tr>\n",
" </tbody>\n",
"</table>\n",
"<p>5 rows × 22 columns</p>\n",
"</div>"
],
"text/plain": [
" ID Interesting Not relevant COVID Politics Movements Impacts Causes \\\n",
"0 1 0 1 0 0 0 0 0 \n",
"1 2 0 1 0 0 0 0 0 \n",
"2 3 0 0 0 1 0 0 0 \n",
"3 4 0 0 0 0 0 0 0 \n",
"4 5 0 0 0 0 0 0 0 \n",
"\n",
" Solutions Contrarian ... \\\n",
"0 0 0 ... \n",
"1 0 0 ... \n",
"2 0 0 ... \n",
"3 0 1 ... \n",
"4 0 1 ... \n",
"\n",
" Comment Total max \\\n",
"0 682 0.47321075 \n",
"1 Significant portion is from a bot talking abou... 243 0.50687337 \n",
"2 333 0.42774582 \n",
"3 204 0.47628522 \n",
"4 7639 0.54099846 \n",
"\n",
" mean median std max mean median \\\n",
"0 0.11666135 0.10264492 0.08889013 0.01800216 0.00006920 0.00000172 \n",
"1 0.12118766 0.12191194 0.07523260 0.01387141 0.00021370 0.00000399 \n",
"2 0.17446417 0.18080372 0.09783223 0.07874106 0.00045986 0.00003511 \n",
"3 0.15765078 0.16738251 0.07911927 0.00485517 0.00006089 0.00000599 \n",
"4 0.14782760 0.15270257 0.08326165 0.04410441 0.00001196 0.00000024 \n",
"\n",
" std \n",
"0 0.00063306 \n",
"1 0.00121893 \n",
"2 0.00404125 \n",
"3 0.00029687 \n",
"4 0.00038005 \n",
"\n",
"[5 rows x 22 columns]"
]
},
"execution_count": 2,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"supertopics = df.columns[3:10]\n",
"all_topics = df.columns[1:11]\n",
"print(supertopics)\n",
"df[all_topics] = df[all_topics].replace(r'^\\s*$', 0, regex=True)\n",
"df[all_topics] = df[all_topics].replace(r'x', 1, regex=True)\n",
"df.head()"
]
},
{
"cell_type": "code",
"execution_count": 3,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"[Text(0, 0, 'Interesting'),\n",
" Text(0, 1, 'Not relevant'),\n",
" Text(0, 2, 'COVID'),\n",
" Text(0, 3, 'Politics'),\n",
" Text(0, 4, 'Movements'),\n",
" Text(0, 5, 'Impacts'),\n",
" Text(0, 6, 'Causes'),\n",
" Text(0, 7, 'Solutions'),\n",
" Text(0, 8, 'Contrarian'),\n",
" Text(0, 9, 'Other')]"
]
},
"execution_count": 3,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
"image/png": "iVBORw0KGgoAAAANSUhEUgAAAasAAAEFCAYAAABdB8jzAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjQuMywgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy/MnkTPAAAACXBIWXMAAAsTAAALEwEAmpwYAAAgfUlEQVR4nO3de5xVdb3/8ddbRBDBC2oK3khSERBQJkvSFLSLZt7CtB+WdizyHC9ZPyzLLtjpnLCyi6fMQ2boyaN4S/0ZmiZYhhcYFBhAUUEtL3lNBRFE+Pz+WN/R5bhnZu+ZPXuvkffz8ZjHXvu7vt/v+qw1m/nwXWvt9VVEYGZmVmQb1TsAMzOz9jhZmZlZ4TlZmZlZ4TlZmZlZ4TlZmZlZ4W1c7wC6m2222SYGDRpU7zDMzLqVefPmPR8R23a0vZNVhQYNGkRjY2O9wzAz61YkPd6Z9j4NaGZmhedkZWZmhedkZWZmhedkZWZmhedkZWZmhedkZWZmhedkZWZmhedkZWZmhecvBVdowYpVbD9rfr3DMDOrqX+MHVXX7XtkZWZmhedkZWZmhedkZWZmhedkZWZmhddtkpWkHSXdIOlhScsk/VzSJpJGSTosV2+ypEn1jNXMzKqrWyQrSQKuA66PiN2A3YG+wH8Ao4DDWm9d8bZ6VKsvMzOrjm6RrIBxwOqI+C1ARKwDvgJ8AfghcJyk+ZKOS/WHSrpD0nJJZzR3IukESXNS3f9uTkySVko6X9ICYL+a7pmZmbWruySrYcC8fEFEvAI8BnwfmB4RoyJielo9BPgYsC/wXUk9Je0JHAd8KCJGAeuACan+ZsC9ETEyIv7acuOSJkpqlNS4/uWXqr5zZmbWtnfrl4L/EBFrgDWSngW2Aw4GRgNzs7OKbAo8m+qvA65trbOImApMBei5x9DowrjNzKyE7pKslgDj8wWSNgd2Bt4oUX9Nbnkd2X4KuDQivlGi/up0atHMzAqou5wGvB3oI+lz8OZNEOcD04BngH5l9jFe0ntSH/0l7dI14ZqZWTV1i2QVEQEcDRwr6WHgIWA18E1gFtkNFfkbLEr1sQT4FnCrpIXAbcCALg/ezMw6rbucBiQi/g58ssSqNcD722g3PLc8HZheok7fasRoZmZdo1uMrMzMbMPmZGVmZoXXbU4DFsXIfn1orPO8LmZmGxqPrMzMrPCcrMzMrPCcrMzMrPB8zapCK1Y0cfvMwfUOw+xd4+Bxy+odgnUDHlmZmVnhOVmZmVnhOVmZmVnhOVmZmVnhVS1ZSdpe0pWSlkmaJ2mGpN070M+ZkvpUIZ5Tmp/SbmZm3VtV7gZUNpvh78nmizo+lY0km/TwoQq7OxP4HbCqxHZ6lDPvlKSNI+KiCrdrZmYFVa1b18cCa/MJIiIWKPMj4FAggO9HxHRJBwGTgeeB4WRT1p8AnA4MBGZJej4ixkpaCfw3cAhwqqRxZE9f3xS4C/hSRISkO4D5wP7AFZL6ASsj4seSvghMBDYBHgE+GxGrJE0DXgEagO2Br0XENVU6JmZmViXVOg3YnHBaOgYYBYwkSzY/ktQ8h9TeZKOoocCuwIci4gLgKWBsRIxN9TYD7o2IkRHxV+AXEfH+NPXHpsDhue1tEhENEXF+iziuS21GAg8AJ+fWDSBLcIcDU0rtnKSJkholNb700vr2joWZmVVZV99gsT9wRUSsi4hngD/z1txTcyLiiYhYTzYiGtRKH+uAa3Pvx0q6V1ITMA4Yllv3jrmqkuGS7kxtJrRoc31ErE+TM25XqnFETE1JsGHLLX1PiplZrVXrL+9iYHSFbdbkltfR+inJ1c3XqST1Bi4ExkfEXsCvgd65uq+20sc04LTU5twWbfJxqOzozcysZqqVrGYCvSRNbC6QNAJ4CThOUg9J2wIfBua009cKoF8r65qTzPOS+gLjy4yvH/C0pJ5kIyszM+tGqnKDRbrB4WjgZ5K+DqwGHiO7JtUXWEB2g8XXIuIfkoa00d1U4BZJT+WuWzVv5yVJvwYWAf8A5pYZ4reBe4Hn0mtrydDMzApIEVHvGLqVPfboFRf+asd6h2H2ruEH2W4YJM2LiIaOtvfdAmZmVnhOVmZmVnhOVmZmVniefLFC/frtxcHjGusdhpnZBsUjKzMzKzwnKzMzKzwnKzMzKzxfs6rQU089xeTJk+sdhuX492H27ueRlZmZFZ6TlZmZFZ6TlZmZFV5NkpWkcyQtlrRQ0nxJH2ij7h2S2nx+lKSjJA3Nvf+epEOqGbOZmRVHl99gIWk/sll494mINZK2IZtevjOOAm4ClgBExHc62Z+ZmRVYLUZWA4DnI2INQEQ8HxFPSTpY0v2SmiRdIqlXy4aSVuaWx0uaJmkMcATwozRKG5zKx6d6JfuV9JikcyXdl9YNSeUHpn7mp3aePsTMrGBqkaxuBXaS9JCkC1Ny6E02e+9xafbejYF/LaeziLgLuBE4KyJGRcSb8wuU0e/zEbEP8CtgUiqbBJwaEaOAA4DXOrynZmbWJbo8WUXESrIp7yeSTX44HfgS8GhEPJSqXUo2i3Bn7dFOv9el13nAoLQ8G/iJpDOALSPijZadSpooqVFS46pVq6oQppmZVaImN1hExLqIuCMivgucRnbNqaymueXerdYq35r0uo50vS4ipgBfADYFZpeaxTgipkZEQ0Q09OnTpwphmJlZJbo8WUnaQ9JuuaJRwDJgkKT3pbLPAn8u0fwZSXtK2gg4Ole+gtJT0y8ts998fIMjoikizgPmAu9IVmZmVl+1GFn1BS6VtETSQmAocDbweeBqSU3AeuCiEm3PJrvr7y7g6Vz5lcBZ6YaIwc2FEbG6zH7zzpS0KMW2Fri5IztpZmZdRxHRfi1708CBA2PixIn1DsNy/GxAs+KTNC8i2vwObVv8BAszMys8JyszMys8JyszMys8X7OqUENDQzQ2NtY7DDOzbsXXrMzM7F3PycrMzArPycrMzAqvy6cIebd5/cmVPHH2nfUOo0vtOOWAeodgZvY2HlmZmVnhOVmZmVnhOVmZmVnhOVmZmVnhFSZZSdpe0pWSlkmaJ2mGpN3rHZeZmdVfIe4GlCTg98ClEXF8KhsJbAc81FZbMzN79yvKyGossDYi3px7KiIWAPdLul3SfZKaJB0JIGmQpEXNdSVNkjQ5LZ/RPHeWpCtT2WaSLpE0J82B1dzPsFQ2P9XPTxJpZmYFUYiRFTAcmFeifDVwdES8Imkb4B5JN7bT19nAeyNijaQtU9k5wMyI+JdUNkfSn4BTgJ9HxOWSNgF6lOpQ0kRgIsAOm29X4a6ZmVlnFWVk1RoB/5lm8f0TsAPZqcG2LAQul3QC8EYq+yhwtqT5wB1Ab2Bn4G7gm5K+DuwSEa+V6jAipkZEQ0Q09O+zZef2yMzMKlaUZLUYGF2ifAKwLTA6IkYBz5Almjd4e+y9c8ufAH4J7APMlbQxWdL7VESMSj87R8QDEfG/wBHAa8AMSeOqvF9mZlYFRUlWM4Fe6XQbAJJGALsAz0bEWklj03vIktZ7JG0tqRdweGqzEbBTRMwCvg5sAfQF/gicnm7kQNLe6XVXYHlEXADcAIzo+l01M7NKFSJZRTap1tHAIenW9cXAD4AZQIOkJuBzwIOp/lrge8Ac4LbmcrJrTr9L9e8HLoiIl4B/B3oCC1Pf/57qfxpYlE4PDgcu6+JdNTOzDvDkixUaMWBIzDjx1/UOo0v5QbZmVm2efNHMzN71nKzMzKzwivI9q25jkx36+jSZmVmNeWRlZmaF52RlZmaF52RlZmaF52tWFXpm+SOcf9zh9Q7Dauz/Tr+p3iGYbdA8sjIzs8JzsjIzs8JzsjIzs8JzsjIzs8KrW7KStLJO2z1J0sB6bNvMzDpmQxxZnQQ4WZmZdSN1T1aSDpL0Z0k3SFouaYqkCZLmSGqSNDjVmybpIkmNkh6S1DyH1SBJd0q6L/2MyfX99dTHgtTveKCBbCbh+ZI2TeVLJC2U9OP6HAUzM2tLUb5nNRLYE3gRWA5cHBH7SvoycDpwZqo3CNgXGAzMkvQ+4FngIxGxWtJuwBVkc2AdChwJfCAiVknqHxEvSjoNmBQRjZK2JptHa0hEhKQtSwWXJoWcCLBVn027YPfNzKwtdR9ZJXMj4umIWAMsA25N5U1kCarZVRGxPiIeJktqQ8gmVfx1mnDxamBoqnsI8NuIWAUQES+W2O7LwGrgN5KOAVaVCi4ipkZEQ0Q0bNZrk87sp5mZdUBRktWa3PL63Pv1vH3013KmyAC+QjbN/UiyU3xlZ5OIeINspHYNcDhwS0VRm5lZTRQlWZXrWEkbpetYuwJLgS2ApyNiPfBZsqntIZvu/vOS+gBI6p/KVwD9UllfYIuImEGW9EbWbE/MzKxsRblmVa6/AXOAzYFT0nWqC4FrJX2ObGT0KkBE3CJpFNAo6XVgBvBNYBpwkaTXgEOBGyT1BgR8tcb7Y2ZmZVBEyzNrxSRpGnBTRFxTzzh26r9lnPmR/esZgtWBH2Rr1jmS5kVEQ0fbd7fTgGZmtgHqNqcBI+KkesdgZmb10W2SVVFst+v7fErIzKzGfBrQzMwKz8nKzMwKz8nKzMwKz9esKvTs4yv45Skz6x1Gh5160bh6h2BmVjGPrMzMrPCcrMzMrPCcrMzMrPCcrMzMrPAqTlaSQtLvcu83lvScpG7xTVlJoyQdVu84zMysfB0ZWb0KDJfUPGXuR4AnqxdSlxsFOFmZmXUjHT0NOAP4RFr+DNlU8kA2b5Sk6yUtlHSPpBFpDqrH8tPGS3pY0naStpV0raS56edDaf1kSZdKulPS45KOkfRDSU2SbpHUM9UbLenPkuZJ+qOkAan8DknnSZoj6SFJB0jaBPgecJyk+ZKOk3RgWp4v6X5J/Tp4TMzMrIt0NFldCRyf5oEaAdybW3cucH9EjCCbP+qyNDHiDcDRAJI+ADweEc8APwd+GhHvBz4FXJzrazAwDjgC+B0wKyL2Al4DPpES1n8B4yNiNHAJ8B+59htHxL7AmcB3I+J14DvA9IgYFRHTgUnAqRExCjgg9f02kiZKapTUuHL1Sx06YGZm1nEd+lJwRCyUNIhsVDWjxer9yZIOETFT0taSNgemkyWK3wLHp/cAhwBDJTW33zzN4Atwc0SsldRENgNw87TzTcAgYA9gOHBbat8DeDoXy3XpdV6qX8ps4CeSLgeui4gnSuzvVGAqwM7b7tE9JgAzM3sX6cwTLG4EfgwcBGxdRv27gfdJ2hY4Cvh+Kt8I+GBErM5XTslnDUBErJe0Nt6aKXJ9il3A4ojYr5Vtrkmv62hlXyNiiqQ/kF3Hmi3pYxHxYBn7Y2ZmNdKZW9cvAc6NiKYW5XcCEwAkHQQ8HxGvpETze+AnwAMR8UKqfytwenPjNBV9uZYC20raL7XtKWlYO21WAG9el5I0OCKaIuI8YC4wpILtm5lZDXQ4WUXEExFxQYlVk4HRkhYCU4ATc+umAyfw1ilAgDOAhnRDxhLglApieB0YD5wnaQEwHxjTTrNZZKcd50s6DjhT0qIU71rg5nK3b2ZmtaG3zqxZOXbedo/4+qd+Ve8wOswPsjWzepA0LyIaOtreT7AwM7PCc7IyM7PC83xWFXrPLv18Ks3MrMY8sjIzs8JzsjIzs8JzsjIzs8LzNasKrV60mAeG7FnvMMy6vT0ffKDeIVg34pGVmZkVnpOVmZkVnpOVmZkVnpOVmZkVXqGSlaR16QGziyRdLalPG3VPkvSLtHyKpM/lygfm6l0saWjXR29mZl2lUMkKeC3N4DsceJ0yn8AeERdFxGXp7UnAwNy6L0TEkqpHamZmNVO0ZJV3J9lkjf0lXZ+mELlH0oiWFSVNljRJ0nigAbg8jdA2lXSHpIZU7+OS7pO0QNLtqezAVHe+pPsl9WvZv5mZ1Vchk5WkjYFDyaavPxe4PyJGAN8ELmutXURcAzQCE9II7bVcn9sCvwY+FREjgWPTqknAqRExCjgAeI0WJE2U1Cip8cV1b1RjF83MrAJFS1abSppPlnD+BvwG2B/4H4CImAlsLWnzDvT9QeAvEfFo6uvFVD4b+ImkM4AtI+Id2SgipkZEQ0Q09O/h71GbmdVa0f7yvpZGOG+S1KUbjIgpkv4AHAbMlvSxiHiwSzdqZmYVKdrIqpQ7gQkAkg4Cno+IV9qovwIodd3pHuDDkt6b+uqfXgdHRFNEnAfMBYZUL3QzM6uGoo2sSpkMXCJpIbAKOLGd+tOAiyS9BuzXXBgRz0maCFwnaSPgWeAjwJmSxgLrgcXAzVXfAzMz6xRFRL1j6FaG9940rh40qN5hmHV7fpDthkXSvIho6Gj77nAa0MzMNnBOVmZmVnjd4ZpVofQePow9GxvrHYaZ2QbFIyszMys8JyszMys8JyszMys8X7Oq0OIXFrPXpXt1qo+mE5uqFI2Z2YbBIyszMys8JyszMys8JyszMys8JyszMyu8wiYrSdtLulLSMknzJM2QtLukYZJmSloq6WFJ31bmQEl3t+hjY0nPSBooaVqaSZg0e/DSNPvwg5J+IWnLuuyomZm1q5DJStkkVr8H7oiIwRExGvgGsB1wIzAlIvYARgJjgH8jm0pkR0m75Lo6BFgcEU+V2MyENPvwCGANcEOX7ZCZmXVKIZMVMBZYGxEXNRdExAJgd2B2RNyaylYBpwFnR8R64Crg+Fw/xwNXtLWhiHgd+Bqws6SRVd0LMzOriqImq+HAvBLlw1qWR8QyoG+a6v4KUrKS1Its9t9r29tYRKwDFuCJF83MCuld9aXgiGiU1FfSHsCewL0R8WKZzdXqimzSxokAPbfu2flAzcysIkUdWS0GRpcoX9KyXNKuwMrcVPfNo6t2TwHm+ugB7AWUnA0uIqZGRENENPTo16O8PTAzs6oparKaCfRKIxoAJI0AlgL7SzoklW0KXAD8MNf2CuAEYBxl3DQhqSfwA+DvEbGwantgZmZVU8hkFREBHA0ckm5dX0yWUP4BHAl8S9JSoAmYC/wi1/YB4FVgZkS82sZmLpe0EFgEbJb6NTOzAirsNat0u/mnW1l9UDttR5UoOym33GZ7MzMrlkKOrMzMzPKcrMzMrPCcrMzMrPAKe82qqIZtPYzGExvrHYaZ2QbFIyszMys8JyszMys8JyszMys8X7Oq1FP3w+Qt6h2F5U1+ud4RmFkX88jKzMwKz8nKzMwKz8nKzMwKz8nKzMwKr91kJSkknZ97P0nS5HbaHCVpaGcCkzRZ0qTO9FHBtgZJ+j+12JaZmVWunJHVGuAYSdtU0O9RQLvJSlJR7kYcBDhZmZkVVDnJ6g1gKvCVlivSiGSmpIWSbpe0s6QxwBHAjyTNlzS4RZtpki6SdC/wQ0mDJd0iaZ6kOyUNKbGdd9SRtIWkxyVtlOpsJunvknpK+qKkuZIWSLpWUp/cti+QdJek5ZLGp01MAQ5I8b5jP83MrL7KvWb1S2CCpJZfMPov4NKIGAFcDlwQEXcBNwJnRcSoiFhWor8dgTER8VWyRHh6RIwGJgEXlqj/jjoR8TIwHzgw1Tkc+GNErAWui4j3R8RIsqnqT871NQDYP9WfksrOBu5M8f605cYlTZTUKKnxuVXR6kEyM7OuUdZpuIh4RdJlwBnAa7lV+wHHpOX/4e3Ty7fl6ohYJ6kvMAa4WlLzul75iu3UmQ4cB8wCjuetRDdc0veBLYG+wB9zXV4fEeuBJZK2KyfYiJhKljBpGNjD2crMrMYquWb0M+A+4LdV2G7zdPMbAS+Vmtk3p606NwL/Kak/MBqYmcqnAUdFxAJJJ/H2mYXX5JaFmZkVXtm3rkfEi8BVvP2U2l1kIxqACcCdaXkF0K+MPl8BHpV0LIAyI8utExErgbnAz4GbImJdatYPeFpSzxRXe8qK18zM6qPS71mdD+TvCjwd+LykhcBngS+n8iuBsyTd3/IGixImACdLWgAsBo6ssM504IT02uzbwL3AbODBMvZrIbAu3ZDhGyzMzApGEb4EU4mGgT2icWLfeodheX6QrVnhSZoXEQ0dbe8nWJiZWeE5WZmZWeEV5QkS3cfAvWFyY72jMDPboHhkZWZmhedkZWZmhedkZWZmhedrVhVqevJlBp39h07389iUT1QhGjOzDYNHVmZmVnhOVmZmVnhOVmZmVnhOVmZmVnidTlaSVpZR58zm2Xq7iqSjJA3Nvf+epEO6cptmZlYbtRpZnQlUlKwk9ahwG0cBbyariPhORPypwj7MzKyAqpasJB0k6Q5J10h6UNLlae6pM4CBwCxJs1Ldj0q6W9J9kq5OswEj6TFJ50m6Dzi2jXpTJC2RtFDSjyWNAY4AfiRpvqTBkqZJGp/r99zUT5OkIal8W0m3SVos6WJJj0vapsTumZlZHVV7ZLU32ShqKLAr8KGIuAB4ChgbEWNTMvgWcEhE7AM0Al/N9fFCKv9TqXqStgaOBoZFxAjg+xFxF9mswWdFxKiIWFYitudTP78CJqWy7wIzI2IYcA2wc6mdkjRRUqOkxnWrPB2FmVmtVftLwXMi4gkASfOBQcBfW9T5IFkymy0JYBPg7tz66e3UexlYDfxG0k3ATWXGdl16nQcck5b3J0t8RMQtkv5ZqmFETAWmAvQasJsnADMzq7FqJ6s1ueV1rfQv4LaI+EwrfbzaXj1J+wIHA+OB04BxFcTWWlxmZlZQtbrBYgXQLy3fA3xI0vsAJG0mafcSbUrWS9ettoiIGcBXgJEltlGu2cCnU/8fBbaqsL2ZmdVArZLVVOAWSbMi4jngJOAKSQvJTu0NadmgjXr9gJtS2V9563rXlcBZku6XNLjMuM4FPippEXAs8A+ypGdmZgWiiA33EoykXsC6iHhD0n7AryJiVFtteg3YLQac+LNOb9sPsjWzDYmkeRHR0NH2G/q1m52BqyRtBLwOfLHO8ZiZWQkbdLKKiIfJbrc3M7MC26CTVUfstcMWNPoUnplZTflBtmZmVnhOVmZmVnhOVmZmVnhOVmZmVnhOVmZmVnhOVmZmVnhOVmZmVnhOVmZmVnhOVmZmVngb9INsO0LSCmBpveMowzbA8/UOoh3dIUZwnNXUHWIEx1lNzTHuEhHbdrQTP26pcks78+TgWpHUWPQ4u0OM4DirqTvECI6zmqoVo08DmplZ4TlZmZlZ4TlZVW5qvQMoU3eIszvECI6zmrpDjOA4q6kqMfoGCzMzKzyPrMzMrPCcrMzMrPCcrHIkfVzSUkmPSDq7xPpekqan9fdKGpRb941UvlTSx+oY41clLZG0UNLtknbJrVsnaX76ubGrYiwzzpMkPZeL5wu5dSdKejj9nFjnOH+ai/EhSS/l1tXkeEq6RNKzkha1sl6SLkj7sFDSPrl1NTmWZcQ4IcXWJOkuSSNz6x5L5fMlNXZVjGXGeZCkl3O/1+/k1rX5WalxnGflYlyUPov907qaHE9JO0malf7eLJb05RJ1qvfZjAj/ZNftegDLgF2BTYAFwNAWdf4NuCgtHw9MT8tDU/1ewHtTPz3qFONYoE9a/tfmGNP7lQU6licBvyjRtj+wPL1ulZa3qlecLeqfDlxSh+P5YWAfYFEr6w8DbgYEfBC4tw7Hsr0YxzRvGzi0Ocb0/jFgm4Icy4OAmzr7WenqOFvU/SQws9bHExgA7JOW+wEPlfh3XrXPpkdWb9kXeCQilkfE68CVwJEt6hwJXJqWrwEOlqRUfmVErImIR4FHUn81jzEiZkXEqvT2HmDHLoijPeUcy9Z8DLgtIl6MiH8CtwEfL0icnwGu6KJYWhURfwFebKPKkcBlkbkH2FLSAGp4LNuLMSLuSjFA/T6X5RzL1nTmM12xCuOs1+fy6Yi4Ly2vAB4AdmhRrWqfTSert+wA/D33/gneeeDfrBMRbwAvA1uX2bZWMeadTPa/mma9JTVKukfSUV0QX7Ny4/xUOjVwjaSdKmxbDWVvK51OfS8wM1dcq+PZntb2o5bHshItP5cB3CppnqSJdYopbz9JCyTdLGlYKivksZTUh+yP/LW54pofT2WXRPYG7m2xqmqfTT9u6V1K0glAA3BgrniXiHhS0q7ATElNEbGsPhHy/4ArImKNpC+RjVjH1SmWchwPXBMR63JlRTqe3YKksWTJav9c8f7pOL4HuE3Sg2lkUQ/3kf1eV0o6DLge2K1OsZTjk8DsiMiPwmp6PCX1JUuWZ0bEK121HY+s3vIksFPu/Y6prGQdSRsDWwAvlNm2VjEi6RDgHOCIiFjTXB4RT6bX5cAdZP8T6grtxhkRL+RiuxgYXW7bWsaZczwtTrXU8Hi2p7X9qOWxbJekEWS/6yMj4oXm8txxfBb4PV1zCr0sEfFKRKxMyzOAnpK2oWDHMqetz2WXH09JPckS1eURcV2JKtX7bHb1Rbju8kM2ylxOdqqn+QLqsBZ1TuXtN1hclZaH8fYbLJbTNTdYlBPj3mQXgndrUb4V0CstbwM8TBddIC4zzgG55aOBe9Jyf+DRFO9Wabl/veJM9YaQXbRWPY5n2sYgWr8p4BO8/SL2nFofyzJi3JnsWu6YFuWbAf1yy3cBH++qGMuIc/vm3zPZH/m/peNa1melVnGm9VuQXdfarB7HMx2Xy4CftVGnap/NLjvQ3fGH7M6Vh8j+2J+Tyr5HNkIB6A1cnf7RzQF2zbU9J7VbChxaxxj/BDwDzE8/N6byMUBT+kfWBJxc52P5A2BximcWMCTX9l/SMX4E+Hw940zvJwNTWrSr2fEk+5/z08BasnP7JwOnAKek9QJ+mfahCWio9bEsI8aLgX/mPpeNqXzXdAwXpM/DOV38+24vztNyn8t7yCXXUp+VesWZ6pxEdmNXvl3NjifZqdwAFuZ+r4d11WfTj1syM7PC8zUrMzMrPCcrMzMrPCcrMzMrPCcrMzMrPCcrMzNrVXsP1S1R/9O5h9v+b9Xi8N2AZmbWGkkfBlaSPeNveDt1dwOuAsZFxD8lvSeyLyd3mkdWZmbWqijxUF1JgyXdkp4/eKekIWnVF4FfRnpocbUSFThZmZlZ5aYCp0fEaGAScGEq3x3YXdLs9IDnqj3l3w+yNTOzsqUH144Brs5mSAKyR81BllN2I5sXbEfgL5L2ioiXOrtdJyszM6vERsBLETGqxLonyCZYXAs8KukhsuQ1txobNTMzK0tk04A8KulYeHPq+pFp9fVkoyrS0+p3J3sAcKc5WZmZWaskXQHcDewh6QlJJwMTgJMlNT8wt3nW5D8CL0haQvaA6rMiNx1Mp+LwretmZlZ0HlmZmVnhOVmZmVnhOVmZmVnhOVmZmVnhOVmZmVnhOVmZmVnhOVmZmVnh/X8n4UKJeeVyiwAAAABJRU5ErkJggg==\n",
"text/plain": [
"<Figure size 432x288 with 1 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"fig, ax = plt.subplots()\n",
"for i, top in enumerate(all_topics):\n",
" ax.barh([i],[df[df[top]==1]['Total'].astype(int).sum()])\n",
"ax.set_yticks(range(i+1))\n",
"ax.set_yticklabels(all_topics)"
]
},
{
"cell_type": "code",
"execution_count": 4,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"0 682\n",
"1 243\n",
"2 333\n",
"3 204\n",
"4 7639\n",
" ... \n",
"977 261\n",
"978 232\n",
"979 261\n",
"980 417\n",
"981 1418079\n",
"Name: Total, Length: 982, dtype: object"
]
},
"execution_count": 4,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"df['Total']"
]
},
{
"cell_type": "code",
"execution_count": 5,
"metadata": {},
"outputs": [],
"source": [
"supertopic_key = {}\n",
"for topic in supertopics:\n",
" supertopic_key[topic] = df.loc[df[topic]==1].iloc[:,0].astype(int).values + 1"
]
},
{
"cell_type": "code",
"execution_count": 6,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"{'COVID': array([ 68, 75, 76, 144, 156, 166, 192, 194, 198, 199, 203, 204, 452,\n",
" 467, 703, 704, 712, 760, 959]),\n",
" 'Politics': array([ 4, 16, 17, 37, 38, 40, 45, 52, 54, 58, 62, 69, 74,\n",
" 77, 82, 88, 97, 101, 109, 110, 125, 130, 131, 133, 142, 143,\n",
" 154, 155, 157, 158, 159, 171, 173, 174, 176, 181, 182, 185, 190,\n",
" 193, 205, 215, 216, 217, 219, 220, 223, 226, 228, 229, 231, 232,\n",
" 236, 237, 242, 248, 251, 252, 256, 264, 267, 268, 271, 272, 273,\n",
" 283, 284, 286, 287, 289, 290, 291, 292, 293, 294, 296, 297, 311,\n",
" 312, 319, 324, 326, 334, 355, 356, 357, 359, 361, 367, 369, 370,\n",
" 371, 376, 379, 380, 384, 388, 389, 393, 396, 397, 398, 404, 405,\n",
" 406, 407, 409, 410, 411, 412, 413, 415, 418, 420, 424, 425, 426,\n",
" 427, 428, 429, 434, 439, 440, 441, 442, 443, 444, 445, 447, 448,\n",
" 449, 450, 455, 456, 465, 466, 478, 482, 483, 484, 485, 489, 490,\n",
" 496, 498, 514, 519, 549, 560, 605, 645, 650, 655, 656, 660, 672,\n",
" 673, 697, 699, 700, 706, 708, 711, 717, 719, 721, 722, 723, 724,\n",
" 725, 726, 727, 728, 730, 731, 732, 735, 736, 737, 738, 739, 741,\n",
" 742, 746, 748, 749, 751, 752, 753, 755, 756, 757, 764, 765, 787,\n",
" 808, 820, 833, 836, 837, 839, 840, 858, 864, 874, 875, 876, 885,\n",
" 890, 891, 894, 909, 910, 924, 931, 932, 949, 953, 954, 963, 967,\n",
" 968, 969, 971, 976, 977, 978]),\n",
" 'Movements': array([ 17, 54, 78, 83, 90, 91, 95, 98, 104, 106, 111, 146, 147,\n",
" 165, 171, 180, 197, 200, 207, 223, 227, 233, 247, 249, 250, 265,\n",
" 294, 306, 315, 317, 344, 352, 353, 360, 365, 374, 470, 471, 492,\n",
" 494, 503, 506, 507, 508, 519, 557, 559, 605, 661, 679, 912, 924,\n",
" 927, 928, 933, 937, 938, 961, 980]),\n",
" 'Impacts': array([ 8, 9, 10, 11, 12, 13, 18, 24, 35, 38, 39, 40, 43,\n",
" 45, 51, 53, 56, 60, 61, 64, 66, 69, 70, 84, 97, 105,\n",
" 115, 116, 121, 123, 133, 134, 136, 137, 150, 151, 152, 153, 161,\n",
" 169, 172, 177, 182, 183, 191, 201, 221, 222, 231, 234, 235, 238,\n",
" 246, 253, 255, 258, 261, 262, 263, 266, 268, 269, 270, 274, 275,\n",
" 282, 285, 288, 298, 299, 300, 301, 302, 304, 305, 308, 309, 310,\n",
" 314, 316, 318, 321, 322, 324, 325, 329, 330, 336, 347, 354, 362,\n",
" 364, 368, 373, 390, 400, 401, 402, 403, 404, 408, 413, 416, 425,\n",
" 426, 427, 428, 429, 436, 437, 438, 444, 445, 450, 451, 458, 459,\n",
" 467, 468, 469, 473, 474, 475, 491, 495, 496, 502, 505, 510, 518,\n",
" 523, 525, 526, 530, 531, 532, 537, 541, 547, 549, 568, 573, 584,\n",
" 589, 593, 594, 602, 608, 612, 613, 617, 618, 619, 620, 621, 622,\n",
" 623, 625, 627, 632, 635, 636, 637, 638, 643, 652, 653, 656, 663,\n",
" 664, 665, 667, 672, 682, 695, 696, 701, 702, 705, 706, 707, 711,\n",
" 713, 718, 730, 740, 747, 754, 759, 767, 774, 775, 776, 777, 778,\n",
" 779, 780, 784, 792, 794, 797, 799, 807, 818, 819, 821, 832, 845,\n",
" 862, 878, 900, 902, 903, 904, 906, 907, 908, 909, 910, 911, 921,\n",
" 925, 949, 958]),\n",
" 'Causes': array([ 66, 108, 155, 277, 278, 281, 370, 371, 372, 385, 532, 571, 573,\n",
" 578, 579, 597, 651, 654, 678, 679, 687, 688, 689, 691, 693, 694,\n",
" 713, 715, 783, 802, 822, 826, 873]),\n",
" 'Solutions': array([ 17, 28, 30, 47, 66, 73, 74, 83, 88, 89, 91, 95, 96,\n",
" 104, 118, 120, 127, 141, 173, 186, 189, 193, 243, 245, 248, 277,\n",
" 328, 338, 345, 350, 351, 383, 396, 400, 434, 463, 511, 514, 532,\n",
" 537, 546, 558, 566, 569, 570, 578, 579, 581, 582, 583, 586, 598,\n",
" 599, 601, 628, 629, 640, 647, 648, 653, 654, 666, 668, 669, 674,\n",
" 675, 680, 681, 683, 684, 686, 689, 690, 705, 709, 720, 732, 748,\n",
" 751, 758, 766, 773, 785, 786, 788, 789, 790, 791, 801, 802, 803,\n",
" 808, 819, 820, 822, 824, 825, 828, 829, 830, 833, 835, 836, 837,\n",
" 850, 851, 852, 853, 857, 858, 860, 861, 863, 864, 865, 870, 885,\n",
" 891, 894, 909, 910, 931, 932, 934, 945, 946, 947, 953, 954, 956,\n",
" 976, 980]),\n",
" 'Contrarian': array([ 5, 6, 19, 39, 40, 41, 46, 57, 60, 65, 69, 73, 79,\n",
" 82, 89, 90, 99, 101, 109, 110, 112, 116, 122, 123, 124, 129,\n",
" 130, 131, 136, 139, 159, 160, 164, 166, 179, 187, 196, 206, 213,\n",
" 224, 230, 251, 257, 265, 266, 276, 278, 280, 281, 292, 303, 307,\n",
" 322, 323, 327, 330, 331, 333, 337, 343, 348, 350, 352, 353, 354,\n",
" 358, 359, 363, 375, 376, 378, 382, 391, 392, 394, 395, 399, 403,\n",
" 407, 414, 432, 433, 439, 442, 446, 449, 453, 454, 456, 457, 460,\n",
" 461, 462, 463, 464, 472, 473, 476, 477, 479, 480, 481, 486, 487,\n",
" 504, 516, 517, 522, 528, 531, 536, 538, 547, 551, 554, 555, 576,\n",
" 580, 587, 590, 622, 631, 663, 669, 698, 704, 707, 710, 712, 716,\n",
" 717, 719, 770, 771, 804, 806, 809, 810, 811, 814, 822, 823, 827,\n",
" 834, 842, 854, 869, 871, 879, 880, 886, 888, 892, 893, 895, 896,\n",
" 897, 898, 899, 901, 902, 903, 904, 907, 908, 911, 912, 913, 914,\n",
" 915, 916, 918, 919, 920, 922, 923, 925, 935, 939, 940, 944, 948,\n",
" 957, 964, 970, 971, 974, 975, 979, 981, 982])}"
]
},
"execution_count": 6,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"supertopic_key"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": []
},
{
"cell_type": "code",
"execution_count": 7,
"metadata": {},
"outputs": [],
"source": [
"# Read the monthly data\n",
"import json\n",
"with open('data/dump_7000000_monthly_downsampled3.json', 'r') as f:\n",
" json_raw = json.load(f)\n",
" groups = json_raw['groups']\n",
" topics = json_raw['topics']\n",
"\n",
"mmr_names = [', '.join(x['mmr'].split(',')[:2]) for x in topics]"
]
},
{
"cell_type": "code",
"execution_count": 8,
"metadata": {},
"outputs": [],
"source": [
"# Read daily counts\n",
"import json\n",
"with open('data/temporal_7000000_daily_raw_abs.json', 'r') as f:\n",
" json_raw = json.load(f)\n",
" groups = json_raw['groups']\n",
" topics = json_raw['topics']\n",
" counts = np.array(json_raw['distribution'])\n",
" counts = counts[:-1,:]"
]
},
{
"cell_type": "code",
"execution_count": 9,
"metadata": {},
"outputs": [],
"source": [
"import re\n",
"xticks = []\n",
"xticklabels = []\n",
"for i,x in enumerate(groups):\n",
" s = re.search('[0-9]{4}-([0-9]{2})-([0-9]{2})',x)\n",
" if int(s.group(1))%3==0 and int(s.group(2))==1:\n",
" xticks.append(i)\n",
" xticklabels.append(x)"
]
},
{
"cell_type": "code",
"execution_count": 10,
"metadata": {},
"outputs": [],
"source": [
"# Set up an array where each column is a supertopic and each row is a daily tweet count\n",
"supertopic_counts = np.zeros((counts.shape[0],len(supertopics)))\n",
"for i, (topic, topic_ids) in enumerate(supertopic_key.items()):\n",
" t_counts = counts[:,topic_ids].sum(axis=1)\n",
" # Do a rolling mean - with a 30 day window\n",
" kernel_size = 30\n",
" kernel = np.ones(kernel_size) / kernel_size\n",
" t_counts = np.convolve(t_counts, kernel, mode='same')\n",
" supertopic_counts[:,i] = t_counts\n",
" \n",
"totals = np.convolve(counts.sum(axis=1), kernel, mode='same')\n"
]
},
{
"cell_type": "code",
"execution_count": 11,
"metadata": {},
"outputs": [
{
"data": {
"image/png": "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\n",
"text/plain": [
"<Figure size 900x600 with 1 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"fig, ax = plt.subplots(dpi=150)\n",
"\n",
"ax.plot(supertopic_counts, label=supertopics)\n",
"ax.set_title('Number of tweets')\n",
"\n",
"ax.set_xticks(xticks)\n",
"ax.set_xticklabels(xticklabels,rotation=90, fontsize=8)\n",
" \n",
"ax.legend(bbox_to_anchor=(1.3, 1.05), fontsize=8)\n",
"fig.tight_layout()"
]
},
{
"cell_type": "code",
"execution_count": 12,
"metadata": {},
"outputs": [
{
"data": {
"image/png": "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\n",
"text/plain": [
"<Figure size 900x600 with 1 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"fig, ax = plt.subplots(dpi=150)\n",
"\n",
"ax.plot(supertopic_counts/supertopic_counts.max(axis=0), label=supertopics)\n",
"ax.set_title('Share of topic maximum')\n",
"\n",
"ax.set_xticks(xticks)\n",
"ax.set_xticklabels(xticklabels,rotation=90, fontsize=8)\n",
" \n",
"ax.legend(bbox_to_anchor=(1.3, 1.05), fontsize=8)\n",
"fig.tight_layout()\n"
]
},
{
"cell_type": "code",
"execution_count": 13,
"metadata": {},
"outputs": [
{
"data": {
"image/png": "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\n",
"text/plain": [
"<Figure size 900x600 with 1 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"fig, ax = plt.subplots(dpi=150)\n",
"\n",
"ax.plot(supertopic_counts/totals[:,None], label=supertopics)\n",
"ax.set_title('Share of smoothed daily total')\n",
"\n",
"ax.set_xticks(xticks)\n",
"ax.set_xticklabels(xticklabels,rotation=90, fontsize=8)\n",
" \n",
"ax.legend(bbox_to_anchor=(1.3, 1.05), fontsize=8)\n",
"fig.tight_layout()\n"
]
},
{
"cell_type": "code",
"execution_count": 14,
"metadata": {},
"outputs": [
{
"data": {
"image/png": "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\n",
"text/plain": [
"<Figure size 900x600 with 1 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"fig, ax = plt.subplots(dpi=150)\n",
"\n",
"y = supertopic_counts/totals[:,None]\n",
"\n",
"ax.plot(y, label=supertopics)\n",
"ax.set_title('Share of smoothed daily total')\n",
"\n",
"for i, m in enumerate(y.mean(axis=0)):\n",
" ax.axhline(m, color=f\"C{i}\")\n",
"\n",
"ax.set_xticks(xticks)\n",
"ax.set_xticklabels(xticklabels,rotation=90, fontsize=8)\n",
" \n",
"ax.legend(bbox_to_anchor=(1.3, 1.05), fontsize=8)\n",
"fig.tight_layout()"
]
},
{
"cell_type": "code",
"execution_count": 15,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"Text(0.5, 1.0, 'Number of tweets')"
]
},
"execution_count": 15,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
"image/png": "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\n",
"text/plain": [
"<Figure size 900x600 with 1 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"fig, ax = plt.subplots(dpi=150)\n",
"\n",
"\n",
"ax.stackplot(groups[:-1], supertopic_counts.T, baseline='wiggle')\n",
"\n",
"ax.set_xticks(xticks)\n",
"ax.set_xticklabels(xticklabels,rotation=90)\n",
"ax.set_title(\"Number of tweets\")"
]
},
{
"cell_type": "code",
"execution_count": 16,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"Text(0.5, 1.0, 'Share of smoothed daily total')"
]
},
"execution_count": 16,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
"image/png": "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\n",
"text/plain": [
"<Figure size 900x600 with 1 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"fig, ax = plt.subplots(dpi=150)\n",
"\n",
"ax.stackplot(groups[:-1], supertopic_counts.T/totals, baseline='wiggle')\n",
"ax.set_xticks(xticks)\n",
"ax.set_xticklabels(xticklabels,rotation=90)\n",
"ax.set_title(\"Share of smoothed daily total\")\n"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": []
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": []
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": []
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": [
"# Old code for looking at subtopics within supertopics - probably won't work now as we have loads of subtopics"
]
},
{
"cell_type": "code",
"execution_count": 32,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"<matplotlib.legend.Legend at 0x7f9c64792b80>"
]
},
"execution_count": 32,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
"image/png": "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
Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment