Big Spring is a spring located in Grant County, West Virginia. It appears on the Petersburg East USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,414.18 feet (431.04 m) above sea level. The nearest populated place is Masonville, approximately 0.3 miles to the NW.