 Leisure World is, however, recognized by the United States Census Bureau as a census-designated place, and by the United States Geological Survey as a populated place located at (39.103825, −77.070982).According to the United States Census Bureau, the place has a total area of , all land.Of the population between 2011 and 2015, 23% speak a language other than English at home.