This study presents a geospatial analysis of police killings within two areas in Florida over a twenty-year period. Fatalities were mapped against social and economic characteristics of neighborhoods to ascertain if police violence ending in civilian death was concentrated in areas with high-minority and low-income populations, and those areas in proximity to gentrifying neighborhoods. We evaluated the theory that police violence against minority residents serves as a process of containment and ultimately supports the continued generation of wealth by a specific sector of society through the process of gentrification. The cycle of destruction and renewal in the urban landscape is deeply intertwined with processes of capital accumulation, class differentiation, and racial subordination. Both the West Florida and Southeast Florida areas contained a significantly higher proportion of fatal encounters occurring within tracts that were eligible to gentrify than in tracts that were in the process of gentrifying. Fort Lauderdale in particular had little overlap despite containing concentrated hotspots of incidents in combination with high-minority and low–NSES tracts. This same pattern is apparent in the Lakeland area in west Florida. Our findings are consistent with Laniyonu's observation that police interactions tend to increase in tracts just outside of gentrified areas, but seldom within them.