Lake Cooper is a lake located in Polk County, Florida. It appears on the Lake Wales USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 120.92 feet (36.86 m) above sea level. The nearest populated place is Lake Wales, approximately 0.7 miles to the ESE.