Explore details about location Randolph Avenue. Randolph Avenue is a location situated within the Orange County alongside other areas such as McCulloch Road, Chelonia Parkway, Uracus Street. Additionally, some smaller parts of Randolph Avenue include specific areas like South Orange Avenue adding to the diversity of its landscape.