Despair Lake is a lake located in Madison County, Louisiana. It appears on the Tendal USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 78.82 feet (24.02 m) above sea level. The nearest populated place is Quebec, approximately 2.2 miles to the NNW.