Caney Branch is a stream located in Natchitoches County, Louisiana. It appears on the Lena 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 Chopin, approximately 0.6 miles to the W.