Offline Grocery Store Density Analysis

Currently, I'm working with AmazonFresh on Customer Online Grocery Shopping Behavior Analysis . Our key research question is to analyze the relationship between density of offline grocery store and customers’ adoption of online grocery shopping in 22 big cities.

In this page, I'm going to show how I used Yelp Fusion Api to pull location data of grocey stores and visualized the results using Google Map API.

In order to better show store density in each area, I used heat map. Here is the offline grocery store density in Seattle.