Cost of living vs. violent crime

Each point is a MapsToIt city with an available FBI violent crime rate. The horizontal axis is the ACS-derived housing cost index (100 = U.S. average). The vertical axis is violent offenses per 100,000 residents. Dot size scales with population.

Sample cities on this chart

159 cities plot below after excluding FBI data gaps and curated launch estimates. A short sample of lower-housing-cost cities:

Sources: U.S. Census Bureau ACS 5-year (housing cost index inputs); FBI Crime Data Explorer / CIUS agency rates per 100k. Citywide crime can misrepresent neighborhoods โ€” see methodology. Related: cost rankings ยท compare cities.