Big Bay is a swamp located in Florence County, South Carolina. It appears on the Scranton USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 78.74 feet (24.00 m) above sea level. The nearest populated place is Scranton, approximately 1.2 miles to the WNW.