Coal Valley is a valley located in Tyler County, West Virginia. It appears on the Paden City USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 816.93 feet (249.00 m) above sea level. The nearest populated place is Pursley, approximately 0.1 miles to the NNW.