❮ Projects page Bicycle Coalition of Greater Philadelphia

The Bicycle Coalition is a non-profit advocacy group dedicated to improving road safety in the Greater Philadelphia region. It has been actively involved with Vision Zero, a movement that seeks to reduce traffic related fatalities to zero. One core component of the Vision Zero movement is ensuring that the street system is safe for all communities and all modes of transportation.

The aim of this project was to see if severe crashes (i.e., involving at least one major injury or fatality) disproportionately affect certain populations. To do so, Carlos initially conducted an Ordinary Least Squares regression on crash data from 2010 and 2015 and low-income and minority groups.

Carlos then used kernel smoothing to analyze crash density and severe crashes. The analysis revealed a cluster of tracts in North Philadelphia that had the highest overall crash density and higher than average values for poverty and carless households. The majority of crashes occurred along Roosevelt Boulevard, a major traffic artery that runs through North and Northeast Philadelphia. Additionally, one neighborhood known as Fairhill had over half of its crashes involving pedestrians, despite being situated some distance away from the Boulevard.

Carlos developed an interactive web map that illustrates all severe crashes, overlaid with census data. It will be used to inform Bicycle Coalition programming and its Vision Zero efforts that promote safer streets for all.

Carlos Bonilla
Carlos Bonilla
2016 fellow
Client Bicycle Coalition of Greater Philadelphia
Project images
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Summer 2020

Applications for the Summer 2020 session of the Azavea Summer of Maps fellowship program are now closed.

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Applications are now closed and under review. The fellowship will begin shortly.