Pleasant Lake is a lake located in Leflore County, Mississippi. It appears on the Sidon USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 118.11 feet (36.00 m) above sea level. The nearest populated place is Holly Grove, approximately 2.5 miles to the SSW.