Geo quick facts: Appanoose County is a county in the U.S. state of Iowa. As of the 2010 census, the population was 12,884. Its county seat is Centerville. The county was a major coal-mining region. In recent decades, the state has made a mostly-unsuccessful effort to develop manufacturing as an alternate form of employment – Wikipedia.