Cleveland is a city in Bradley County, Tennessee, United States. The population was 37,192 at the 2000 census. It is the county seat of Bradley County. It is the principal city of and is included in the Cleveland, Tennessee Metropolitan Statistical Area, which is included in the Chattanooga, Tennessee-Cleveland, Tennessee Combined Statistical Area.