Baltimore City and Prince George's County, Maryland, are geospatially analysed.
t-test shows no significant difference in Black population percentage.
t-test shows significantly higher income in Prince George's County.
t-test shows significantly lower tobacco outlet density in Prince George's County.
Spatial lag model shows negative link between income and tobacco outlet density.