Explore details about location Astoria Park Drive. Astoria Park Drive is a location situated within the Tampa alongside other areas such as East 15th Avenue, North 19th Street, Strauss Way. Additionally, some smaller parts of Astoria Park Drive include specific areas like East Broadway Avenue adding to the diversity of its landscape.