Rattlesnake Bay is a stream located in Pearl River County, Mississippi. It appears on the Picayune USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 121.24 feet (36.95 m) above sea level. The nearest populated place is Carriere, approximately 0.5 miles to the WSW.