These maps below are created in R using "Leaflet" package. Please go to each box below for more information.
This map shows individual location of all Starbucks stores across the US. There are two different types of ownership- company owned and licensed. They spread across the US quite evenly.
This is a choropleth map shows total number of Starbucks store by state. California has the highest number of stores. In addition, the location of each store by ownership type is included.
This map shows clusters of three different coffee shops that are owned by Starbucks but do not have the “Starbucks” name. Teavana has the most number of stores in the New York area followed by the Midwest and Southern California.