Explore details about location Sunset Boulevard. Sunset Boulevard is a location situated within the Palm Beach County alongside other areas such as Northeast 7th Court, Anadale Circle, Southwest 55th Avenue. Additionally, some smaller parts of Sunset Boulevard include specific areas like 130th Avenue North, 59th Street North, Royal Palm Beach Boulevard adding to the diversity of its landscape.