Horseshoe Bayou is a stream located in Sunflower County, Mississippi. It appears on the Ruleville USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 107.16 feet (32.66 m) above sea level. The nearest populated place is Lehrton (historical), approximately 1.0 miles to the NE.