Explore details about location Bay Drive. Bay Drive is a location situated within the Oneida County alongside other areas such as Water Lane, Dam Road, East Chicago Avenue. Additionally, some smaller parts of Bay Drive include specific areas like Wood Park Drive, Squirrel Drive, Birch Point Lane adding to the diversity of its landscape.