Burnside Lake is a lake located in Neshoba County, Mississippi. It appears on the Philadelphia USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 388.62 feet (118.45 m) above sea level. The nearest populated place is Burnside, approximately 0.8 miles to the N.