The calculated distance (air line) between Wassenaar and Haarlem is approximately 19 miles respectively 31 kilometers.
By car or train, the actual journey to Haarlem is certainly longer, as only the direct route (as the crow flies) between Wassenaar and Haarlem has been calculated here.