Network Analysis of Bike Sharing Programs
Network Analysis of Bike Sharing Programs
Find most popular bike-share routes for subscribers and non-subscribers.
Create a subscriber and non-subscriber network of popular routes.
Describe the points of interest around each stop in the network.
Create a map of the networks and POIs for each city.
Results suggest that subscribers and non-subscribers had geographically different routes
Based on geography of favored stations and shortest paths
Results suggest that subscriber-favored stations tend to have a higher percentage of local POIs than non-subscriber stations.
Subscriber-favored stations within distance of higher proportion of local POIs
Non-subscriber stations within distance of higher proportion tourist POIs