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For this analysis, I have used a 2010 Census dataset available on WPRDC.org:
http://pghgis-pittsburghpa.opendata.arcgis.com/datasets/3ca13246362540fa8b4b567f84a1255b_0.csv
https://data.wprdc.org/dataset/allegheny-county-walk-scores/resource/682b1df1-a63b-4413-9362-ba077af63baa
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