A collection of wordclouds based off the top 200 words given in descriptions of Providence 311 requests based on the category of the request.

A collection of maps based off trip start & stop data created from JUMP's gbfs feed & routed using Graphhopper's routing engine.

Providence's JUMP Bike program provides location data of every bike currently available through the gbfs data feed. Using Python and AWS you can sorta create trip data of the bikes. While the gbfs data is directly from the company, it's not ment to be used for trip data. However currently it is the only data provided for Providence and there is no official trip information publicly available.