Anderson Lake is a reservoir located in Randolph County, Missouri. It appears on the Middle Grove USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 816.71 feet (248.93 m) above sea level. The nearest populated place is Milton, approximately 1.7 miles to the ENE.