Harper Creek is a stream located in Lauderdale County, Mississippi. It appears on the Collinsville USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 305.54 feet (93.13 m) above sea level. The nearest populated place is Nellieburg, approximately 1.1 miles to the S.