Brown County is a county in the U.S. state of South Dakota. As of the 2020 census, the population was 38,301, making it the fourth-most populous county in South Dakota. Its county seat is Aberdeen. The county is named for Alfred Brown, of Hutchinson County, South Dakota, a Dakota Territory legislator in 1879.