Caney Bayou is a stream located in Morehouse County, Louisiana. It appears on the Twin Oaks USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 75.46 feet (23.00 m) above sea level. The nearest populated place is Twin Oaks, approximately 1.8 miles to the SW.