The calculated distance (air line) between Riverdale and Manhattan is approximately 9 miles respectively 14 kilometers.
By car or train, the actual journey to Manhattan is certainly longer, as only the direct route (as the crow flies) between Riverdale and Manhattan has been calculated here.