Leesburg Prairie is a lake located in Rankin County, Mississippi. It appears on the Leesburg USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 360.03 feet (109.74 m) above sea level. The nearest populated place is Leesburg, approximately 0.8 miles to the S.