Randolph Island is a island located in Whitfield County, Georgia. It appears on the Dalton North USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 683.45 feet (208.32 m) above sea level. The nearest populated place is Fillmore (historical), approximately 0.7 miles to the NNW.