May 12, 2026
The Bike Infrastructure Gap Mapper is built from 40+ spatial and demographic indicators—validated through literature review, expert Delphi panel, and spatial analysis—to guide equitable bike infrastructure planning in the Bay Area.
I helped build the Bike Infrastructure Gap Mapper while working as a research assisstant at the Spatial Analytics and Visualization Institute. My primary responsibility on the project was the collection and processing of the underlying data.
Click here to view the full web map.