Centerville is a city located in Appanoose County, Iowa. Centerville has a 2026 population of 5,345. It is also the county seat of Appanoose County. Centerville is currently declining at a rate of -0.15% annually and its population has decreased by -1.16% since the most recent census, which recorded a population of 5,408 in 2020.