Rattlesnake Creek is a stream located in Owen County, Indiana. It appears on the Spencer USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 524.89 feet (159.99 m) above sea level. The nearest populated place is Hancock Corner, approximately 1.8 miles to the NW.