Drakes Creek is a stream located in Johnson County, Kentucky. It appears on the Redbush USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 766.52 feet (233.64 m) above sea level. The nearest populated place is Flatgap, approximately 1.2 miles to the SSE.