by APMResearchLab
Source: U.S. Census Bureau’s American Community Survey five-year estimates from 2007-2011 and 2012-2016. Five years of data are used to reduce the error margins.
Check out the interactive and compare cities on the Tableau public site, or read the original article on the APM Research Lab’s website.