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ANALYSIS & VISUALIZATION





Go Phils! 311 Scrollytelly


An interactive map︎︎︎ built from scratch in Javascript. Allows the user to scroll through 311 reports in Philadelphia during the 2022 World Series. An experiment in interactive storytelling using time-based geospatial data.




Safety as a Service

Towards Understanding the Gap Between Reported Traffic Conditions and Actual Traffic Injuries

As a final project in Planning by Numbers: Statistical Data Analysis Using R, I worked with Zoe Yoo to understand the relationship between mobility-related 311 calls and actual traffic crashes, to question if 311 calls are an equitable method of prioritzing city services. 

View the final report ︎︎︎




Mobility for Who? Map Series

As co-author on a report︎︎︎ for the advocacy group Pittsburghers for Public Transit, I used ArcGIS and public data to explore if the City of Pittsburgh’s recent investments in high-tech micromobility was serving residents with the highest mobility need.

 










Assets of East Passyunk



Using Instagram︎︎︎ to shout out and build connections between the diverse cultural assets of a trendy South Philadelphia neighborhood.