Bitch Bay is a swamp located in Columbus County, North Carolina. It appears on the Freeman USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 59.06 feet (18.00 m) above sea level. The nearest populated place is Byrdville, approximately 2.9 miles to the N.