Lake Pleasant, New York. Lake Pleasant is a town in Hamilton County, New York, United States. The population was 781 at the 2010 census. It contains the county seat of Hamilton County, which is also called Lake Pleasant. The Town of Lake Pleasant is within the Adirondack Park and is centrally located in the county.