Rattlesnake Canyon is a valley located in Socorro County, New Mexico. It appears on the San Juan Peak USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 6,094.00 feet (1,857.45 m) above sea level. The nearest populated place is Rosedale (historical), approximately 6.6 miles to the NW.