Explore details about location Park Avenue. Park Avenue is a location situated within the Tarpon Springs alongside other areas such as East Orange Street, East Court Street, South Pinellas Avenue. Additionally, some smaller parts of Park Avenue include specific areas like North Bayshore Drive, Starboard Key, Waterside Court adding to the diversity of its landscape.