The calculated distance (air line) between Airdrie and Edinburgh is approximately 31 miles respectively 50 kilometers.
By car or train, the actual journey to Edinburgh is certainly longer, as only the direct route (as the crow flies) between Airdrie and Edinburgh has been calculated here.