Housing transactions are from RealSTATs data for Allegheny County from 2010-2021, and include consideration sales greater than $1,000 for 1--4 unit, single-family housing. Individual addresses were geocoded to 2010 U.S. Census Boundaries, as these years make up the bulk of the analysis.