feat: process notebook to download distancing data

notebooks/process/download-distancing-data.ipynb

+{
+ "cells": [
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import requests\n",
+    "import os\n",
+    "from io import BytesIO\n",
+    "import pandas as pd"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {
+    "tags": [
+     "parameters"
+    ]
+   },
+   "outputs": [],
+   "source": [
+    "out_folder = \"../data/distancing-metrics/\"\n",
+    "PAPERMILL_OUTPUT_PATH = None"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "# Download Apple Mobility\n",
+    "\n",
+    "Download the Apple data. The URL for this changes every day and needs to be updated. You can get the \n",
+    "current URL from https://www.apple.com/covid19/mobility by looking at the link of the *All Data CSV* button."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "url = 'https://covid19-static.cdn-apple.com/covid19-mobility-data/2007HotfixDev55/v2/en-us/applemobilitytrends-2020-05-10.csv'\n",
+    "r = requests.get(url, allow_redirects=True)\n",
+    "apple_csv = r.content"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# save the result\n",
+    "if PAPERMILL_OUTPUT_PATH:\n",
+    "    out_path = os.path.join(out_folder, 'mobility/apple/applemobilitytrends.csv')\n",
+    "    with open(out_path, 'wb') as f:\n",
+    "        f.write(apple_csv)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "apple_df = pd.read_csv(BytesIO(apple_csv))\n",
+    "print(len(apple_df), \"rows of data\")\n",
+    "apple_df.head(2)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "# Download Google Mobility\n",
+    "\n",
+    "Download the Google data."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "url = 'https://www.gstatic.com/covid19/mobility/Global_Mobility_Report.csv'\n",
+    "r = requests.get(url, allow_redirects=True)\n",
+    "google_csv = r.content"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# save the result\n",
+    "if PAPERMILL_OUTPUT_PATH:\n",
+    "    out_path = os.path.join(out_folder, 'mobility/google/Global_Mobility_Report.csv')\n",
+    "    with open(out_path, 'wb') as f:\n",
+    "        f.write(google_csv)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "google_df = pd.read_csv(BytesIO(google_csv))\n",
+    "print(len(google_df), \"rows of data\")\n",
+    "google_df.head(2)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "# Download BU US State Measures\n",
+    "\n",
+    "Download the BU US State Measures spreadsheet."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "url = 'https://docs.google.com/spreadsheets/d/1zu9qEWI8PsOI_i8nI_S29HDGHlIp2lfVMsGxpQ5tvAQ/gviz/tq?tqx=out:csv'\n",
+    "r = requests.get(url, allow_redirects=True)\n",
+    "bu_csv = r.content"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# save the result\n",
+    "if PAPERMILL_OUTPUT_PATH:\n",
+    "    out_path = os.path.join(out_folder, 'measures-us/bu-edu.csv')\n",
+    "    with open(out_path, 'wb') as f:\n",
+    "        f.write(bu_csv)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "bu_df = pd.read_csv(BytesIO(bu_csv))\n",
+    "print(len(bu_df), \"rows of data\")\n",
+    "bu_df.head(2)"
+   ]
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "Python 3",
+   "language": "python",
+   "name": "python3"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.7.3"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 4
+}