Catfish Prairie is a lake located in Grant County, Louisiana. It appears on the Holloway USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 29.86 feet (9.10 m) above sea level. The nearest populated place is Magnolia, approximately 2.4 miles to the NNE.