Gum Lake is a lake located in Rankin County, Mississippi. It appears on the Pelahatchie USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 367.45 feet (112.00 m) above sea level. The nearest populated place is Clarkburg, approximately 2.4 miles to the NE.