The rule of thumb for affordability is that housing should cost no more than 30% of your monthly income. This point tracks the percentage of people who spend more than that on rent. As of 2019 in Escambia, the figure was 40.3%; in Santa Rosa it was 44.7%. The state figure is 52.4%.
Source: U.S. Census Bureau