Tarr Lake is a lake located in Aitkin County, Minnesota. It appears on the Aitkin USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,261.98 feet (384.65 m) above sea level. The nearest populated place is Aitkin, approximately 2.4 miles to the NE.