Williamstown is a borough in Dauphin County, Pennsylvania, United States, 38 miles northeast of Harrisburg. Formerly, anthracite coal mines were here, as well as hosiery mills. The population was 1,387 at the 2010 census.Williamstown is part of the Harrisburg–Carlisle Metropolitan Statistical Area.