The calculated distance (air line) between Atenas and Guadalupe is approximately 22 miles respectively 35 kilometers.
By car or train, the actual journey to Guadalupe is certainly longer, as only the direct route (as the crow flies) between Atenas and Guadalupe has been calculated here.