Panther Creek is a stream located in Scotland County, North Carolina. It appears on the McColl USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 144.20 feet (43.95 m) above sea level. The nearest populated place is McColl, approximately 1.6 miles to the NW.