Horseshoe Lake is a lake located in Yazoo County, Mississippi. It appears on the Berryville USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 155.33 feet (47.34 m) above sea level. The nearest populated place is Scotland, approximately 3.1 miles to the NNE.