Harlem is a census-designated place in Hendry County, Florida, United States. It was established in 1928, and its population is predominantly African American. The population was 2,441 at the 2020 census, down from 2,658 at the 2010 census. It is part of the Clewiston, Florida Micropolitan Statistical Area.