Hooversville is a borough in Somerset County, Pennsylvania, United States. It is part of the Johnstown, Pennsylvania Metropolitan Statistical Area. The population was 779 at the 2000 census. Hooversville apartments for rent comparison page shows most up to date rent information on Hooversville apartments and houses. Rent information is obtained from multiple rental sources but we cannot guarantee their accuracy.