Floral Park is an incorporated village in Nassau County, New York on Long Island. The population is 16,800. The village is at the western border of Nassau County, and is located in both the Town of Hempstead and the Town of North Hempstead. The neighborhood of Floral Park, Queens, home of the North Shore Towers, is adjacent to the village.