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Cloud Lake is a town in Palm Beach County, Florida, United States. With a population of 135 during the 2010 census, Cloud Lake used to be the least populous municipality in Palm Beach County, but Westlake is now the least populous county with a total of 5 residents. The town is situated adjacent to Glen Ridge and West Palm Beach and is located near the Palm Beach International Airport. Established in 1951, Cloud Lake was built largely by the efforts of twin brothers Karl and Kenyon Riddle, the former of whom served as the City Manager and Superintendent of Public Works of West Palm Beach in the 1920s.
Cloud Lake was incorporated in 1949. The name is derived from Chief Yaholoochee (The Cloud) of the Seminole Indians.
Cloud Lake is located at 26°40′30″N 80°4′24″W (26.675043, -80.073351). The town is bounded by Glen Ridge to the west and the south, State Road 80 to the north, and Interstate 95 to the east. According to the United States Census Bureau, the town has a total area of 0.1 square miles (0.26 km2), all land.
As of the census of 2010, there were 135 people, 59 households, and 31 families residing in the town.
The population density was 1,350 inhabitants per square mile (2,172.5/km²).