Cane Creek is a stream located in Rankin County, Mississippi. It appears on the Shoccoe USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 291.99 feet (89.00 m) above sea level. The nearest populated place is Koch, approximately 2.8 miles to the ESE.