From 95a90d45935fca7f411b57ba47ad703ff5f07587 Mon Sep 17 00:00:00 2001
From: ridhi96 <ridhi@uchicago.edu>
Date: Thu, 30 Nov 2023 01:31:03 +0000
Subject: [PATCH] updated looker studio visualization

---
 create_bq_tables.ipynb |  8 ++++++++
 geospatial.ipynb       | 40 +++++++++++++++++++++++++++++++++++++++-
 2 files changed, 47 insertions(+), 1 deletion(-)

diff --git a/create_bq_tables.ipynb b/create_bq_tables.ipynb
index 1edfc9a..5daa4b6 100644
--- a/create_bq_tables.ipynb
+++ b/create_bq_tables.ipynb
@@ -1,5 +1,13 @@
 {
  "cells": [
+  {
+   "cell_type": "markdown",
+   "id": "3686ebf2-4a43-4a9b-ab04-2937886327af",
+   "metadata": {},
+   "source": [
+    "# Create BigQuery Tables Using Data Stored in GCS"
+   ]
+  },
   {
    "cell_type": "markdown",
    "id": "5e5fe419-6a99-4aa5-a4b4-c14f0c8038ec",
diff --git a/geospatial.ipynb b/geospatial.ipynb
index e976848..c7592a4 100644
--- a/geospatial.ipynb
+++ b/geospatial.ipynb
@@ -119,6 +119,24 @@
     "spark.sparkContext.getConf().getAll()"
    ]
   },
+  {
+   "cell_type": "markdown",
+   "id": "d91bc31b-e600-4847-bbb2-467ba33390db",
+   "metadata": {},
+   "source": [
+    "# Build geovisualizations using BigQuery and Looker Studio\n",
+    "\n",
+    "This notebook updates and creates BigQuery tables to create geospatial data points by combining latitude and longitude of pickup and dropoff locations and mapping them to Chicago community area polygons. These tables would be used to create visualizations using Looker Studio which are linked at the end of the notebook."
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "97debaa8-a9fe-43b5-9550-bf86ae241d65",
+   "metadata": {},
+   "source": [
+    "## Geospatial data creation and mapping on Chicago-wide datasets"
+   ]
+  },
   {
    "cell_type": "code",
    "execution_count": 12,
@@ -885,6 +903,14 @@
     "   ORDER BY j.year"
    ]
   },
+  {
+   "cell_type": "markdown",
+   "id": "9eddab54-8c90-49e3-a004-48e55d6cdfac",
+   "metadata": {},
+   "source": [
+    "## Geospatial data creation and mapping on Chicago Lyft Ride Program Area datasets"
+   ]
+  },
   {
    "cell_type": "code",
    "execution_count": 25,
@@ -1485,10 +1511,22 @@
     "ON j.pickup_area = c.area_num_1;"
    ]
   },
+  {
+   "cell_type": "markdown",
+   "id": "d32ee0ef-7b63-4f20-a2d3-e691f8bf8243",
+   "metadata": {},
+   "source": [
+    "## Links to geovisualizations created using Looker Studio\n",
+    "\n",
+    "[Chicago Rideshares Geo-Visualization](https://lookerstudio.google.com/s/v4f-6o8MV-M)\n",
+    "    \n",
+    "[Heatmap of Rides in the Program Area](https://lookerstudio.google.com/s/lut3O7_HRnc)"
+   ]
+  },
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "c9fb95a9-e2b0-471e-b76f-65b12cf3cf49",
+   "id": "f666f1fa-fc51-41f3-a46a-328076e752e2",
    "metadata": {},
    "outputs": [],
    "source": []