Panther Creek is a stream located in Hancock County, Tennessee. It appears on the Sneedville USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,134.43 feet (345.77 m) above sea level. The nearest populated place is Chestnut Grove, approximately 2.4 miles to the E.