Flag Lake is a lake located in Tunica County, Mississippi. It appears on the Walnut Lake USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 169.52 feet (51.67 m) above sea level. The nearest populated place is Pink, approximately 1.7 miles to the E.