Panther Creek is a stream located in Parke County, Indiana. It appears on the Wallace USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 586.81 feet (178.86 m) above sea level. The nearest populated place is Grange Corner, approximately 1.0 miles to the SE.