Randolph Hollow is a valley located in Colbert County, Alabama. It appears on the Bishop USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 489.40 feet (149.17 m) above sea level. The nearest populated place is Mount Hester, approximately 2.7 miles to the N.

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