Caney Creek is a stream located in Ouachita County, Louisiana. It appears on the Monroe North USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 68.90 feet (21.00 m) above sea level. The nearest populated place is Shenandoah, approximately 0.3 miles to the NW.