The calculated distance (air line) between Deer Park and Manhattan is approximately 33 miles respectively 54 kilometers.
By car or train, the actual journey to Manhattan is certainly longer, as only the direct route (as the crow flies) between Deer Park and Manhattan has been calculated here.