Cold Spring Hollow is a valley located in Hardy County, West Virginia. It appears on the Moorefield USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 862.56 feet (262.91 m) above sea level. The nearest populated place is Taylor, approximately 2.3 miles to the NNE.