Caney Creek is a stream located in Caldwell County, Kentucky. It appears on the Crider USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 396.97 feet (121.00 m) above sea level. The nearest populated place is Rufus, approximately 0.7 miles to the E.