Swan Lake (historical) is a lake located in Bolivar County, Mississippi. It appears on the Scott USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 133.57 feet (40.71 m) above sea level. The nearest populated place is Scott, approximately 2.2 miles to the NE.