Panther Creek is a stream located in Yazoo County, Mississippi. It appears on the Holly Bluff USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 74.67 feet (22.76 m) above sea level. The nearest populated place is Campbellville, approximately 2.1 miles to the WSW.