Bishop Creek is a stream located in Copiah County, Mississippi. It appears on the Smyrna USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 311.68 feet (95.00 m) above sea level. The nearest populated place is Glancy, approximately 2.7 miles to the ENE.