Williamstown is a borough in Dauphin County, Pennsylvania, United States. The borough is 38 miles northeast of Harrisburg. Formerly, anthracite coal mines and hosiery mills were located in the borough. The population was 1,303 at the 2020 census. Williamstown is part of the Harrisburg–Carlisle Metropolitan Statistical Area.