Rattlesnake Lake is a lake located in Greene County, Mississippi. It appears on the Leakesville SW USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 43.79 feet (13.35 m) above sea level. The nearest populated place is Merrill, approximately 1.6 miles to the S.