Update notebook.ipynb

notebook.ipynb

@@ -2,7 +2,7 @@
  "cells": [
   {
    "cell_type": "code",
-   "execution_count": 1,
+   "execution_count": null,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -22,17 +22,17 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 2,
+   "execution_count": null,
    "metadata": {},
    "outputs": [],
    "source": [
-    "user_location = pd.DataFrame([], columns=['userid', 'month', 'country']) # load here your users' location for each month (captures user locations over time )\n",
+    "user_location = pd.DataFrame([], columns=['user_id', 'month', 'country']) # load here your users' location for each month (captures user locations over time )\n",
     "\n",
     "# if time information are not available, user_location can be a dict mapping persons to a country (static; does not capture user locations over time)\n",
     "user_location = {\n",
     "    'c8b39e436e0d96f0c8f7c66908a02d15': 'Germany',\n",
     "    '3425a6f8362416088ea186018a0f5d71': 'Sweden'\n",
-    "}\n"
+    "}"
    ]
   },
   {
@@ -44,7 +44,7 @@
     "if type(user_location) == dict:\n",
     "    humans = set(user_location)\n",
     "else:\n",
-    "    humans = set(user_location.userid)"
+    "    humans = set(user_location.user_id)"
    ]
   },
   {
@@ -148,7 +148,7 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "activities = pd.DataFrame(events, columns=['userid', 'timestamp', 'action', 'pr_id']).dropna()\n",
+    "activities = pd.DataFrame(events, columns=['user_id', 'timestamp', 'action', 'pr_id']).dropna()\n",
     "activities.timestamp = pd.to_datetime(activities.timestamp).dt.tz_localize(None)\n",
     "activities['month'] = activities.timestamp.to_numpy().astype('datetime64[M]')"
    ]
@@ -160,9 +160,9 @@
    "outputs": [],
    "source": [
     "if type(user_location) == dict:\n",
-    "    activities['country'] = activities.userid.replace(user_location)\n",
+    "    activities['country'] = activities.user_id.replace(user_location)\n",
     "else:\n",
-    "    activities = activities.merge(user_location, how='left', left_on=['userid', 'month'], right_on=['userid', 'month'], validate='m:1')"
+    "    activities = activities.merge(user_location, how='left', left_on=['user_id', 'month'], right_on=['user_id', 'month'], validate='m:1')"
    ]
   },
   {
@@ -184,7 +184,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 83,
+   "execution_count": null,
    "metadata": {},
    "outputs": [],
    "source": [