Caney Creek is a stream located in Muhlenberg County, Kentucky. It appears on the Kirkmansville USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 429.79 feet (131.00 m) above sea level. The nearest populated place is Dukes Store (historical), approximately 1.5 miles to the WNW.