METHODOLOGY: For our analysis, we used weekly ZIP code-level totals of confirmed COVID-19 positive test cases reported by the Hamilton County Health Department on April 1, April 8, and April 15, 2020. The ZIP code totals were matched with demographic data estimates from the 2018 U.S. Census American Community Survey (5-year averages) to create a "demographic profile" of racial, income, housing and worker differences in ZIPs where positive COVID-19 are being reported. Specifically, we drew from census tables DP03 (income), DP04 (housing) and DP05 (population and race) for ZIP Code Tabulation Areas (ZCTAs) in Hamilton County to develop the analysis. The health department weekly totals do not give any details on residents who test positive for the virus, so the analysis looks only at the demographic makeup of the areas in which they live. For example: We can't say that all, or even a majority, of those testing positive in "majority-minority" ZIPs are nonwhite ‐ only that they live in a majority-nonwhite area.