Walters Creek is a stream located in Rankin County, Mississippi. It appears on the Johns USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 357.77 feet (109.05 m) above sea level. The nearest populated place is Rufus, approximately 2.0 miles to the NW.