Caney Branch is a stream located in Cannon County, Tennessee. It appears on the Centertown USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 971.13 feet (296.00 m) above sea level. The nearest populated place is Trousdale, approximately 0.5 miles to the WSW.