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Data on approved housing units and their valuations by state is from the U.S. Census Bureau Building Permits Survey. The analysis considers data from January to December 2018. State population, median income, and employment were obtained from the U.S. Census Bureau 2017 and 2012 American Community Survey 1-Year Estimates.