Coal Creek is a stream located in Randolph County, Missouri. It appears on the Higbee USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 721.78 feet (220.00 m) above sea level. The nearest populated place is Yates, approximately 2.3 miles to the SSW.