Sugar Cane Branch is a stream located in Magoffin County, Kentucky. It appears on the White Oak USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 830.99 feet (253.29 m) above sea level. The nearest populated place is Harper, approximately 1.0 miles to the SSW.