Explore details about location Park Avenue. Park Avenue is a location situated within the Pinellas County alongside other areas such as 49th Street, Sioux Avenue, Shipwatch Lane. Additionally, some smaller parts of Park Avenue include specific areas like West Klosterman Road, Bayshore Boulevard, South Pinellas Avenue adding to the diversity of its landscape.