In order to have a better understanding what factors contribute to the bicycle crashes at different locations, I used Allegheny County Crash Data to start with the data analysis. I combined all crash data from 2004 to 2015 in Allegheny County, then filtered out all bicycle related crashes in GIS and exported as a new shape file. (Bicycle Indicator as 1)
With all bicycle crash data, I imported the shape file into Carto to visualize the location of bicycle crashes and started looking into different factors that were related to the bicycle crashes.
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