Bee Lake is a lake located in Leflore County, Mississippi. It appears on the Swiftown USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 101.71 feet (31.00 m) above sea level. The nearest populated place is Swiftown, approximately 0.8 miles to the SE.