Eloise Branch is a stream located in Harlan County, Kentucky. It appears on the Louellen USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,318.29 feet (401.81 m) above sea level. The nearest populated place is Totz, approximately 0.1 miles to the WNW.