Panther Creek is a stream located in Attala County, Mississippi. It appears on the Poplar Creek USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 330.94 feet (100.87 m) above sea level. The nearest populated place is North Center (historical), approximately 0.9 miles to the WNW.