Burke is a city in and county seat of Gregory County, South Dakota, United States. The population was 575 at the 2020 census. Burke was laid o…Burke is a city in and county seat of Gregory County, South Dakota, United States. The population was 575 at the 2020 census. Burke was laid out in 1904 and incorporated in 1906. It was named for congressman Charles H. Burke.