Explore details about location Federal Avenue. Federal Avenue is a location situated within the Ashfield alongside other areas such as Holden Street, Holden Street, Robert Street. Additionally, some smaller parts of Federal Avenue include specific areas like Grosvenor Crescent, Junction Road adding to the diversity of its landscape.