The calculated distance (air line) between Manhattan and Norwalk is approximately 37 miles respectively 60 kilometers.
By car or train, the actual journey to Norwalk is certainly longer, as only the direct route (as the crow flies) between Manhattan and Norwalk has been calculated here.