Starbucks US stores visualization using Leaflet on R

Visualizing the list of Starbucks in the US using Leaflet. Data source: https://opendata.socrata.com/Business/All-Starbucks-Locations-in-the-US/txu4-fsic List of US stores as of 2003

Code

See starbucks_visualization.rmd or the html output for the details.

Map Visualizations

Click on the images to launch a full-page, interactive map.

Cluster map of US stores categorized by Drive-Through / Not Drive-Through

Individual Locations of US stores categorized by Drive-Through / Not Drive-Through

Individual Locations of US stores categorized by Company-Owned / Licensed

Individual Locations of US stores further categorized by Licensed Franchisees

This map contains a subset of the above locations as best categorized into major licensee franchises, for e.g. Target, Safeway, Albertsons etc.