Explore details about location Plum Lake Drive. Plum Lake Drive is a location situated within the Lake County alongside other areas such as East 4th Avenue, West 4th Avenue, Country Club Boulevard. Additionally, some smaller parts of Plum Lake Drive include specific areas like East Washington Street, Osceola Street, East Sumter Street adding to the diversity of its landscape.