Yellow Bill Creek is a stream located in Smith County, Mississippi. It appears on the Raleigh USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 383.50 feet (116.89 m) above sea level. The nearest populated place is Burns, approximately 1.5 miles to the NNE.