The calculated distance (air line) between Atherstone and Swadlincote is approximately 14 miles respectively 22 kilometers.
By car or train, the actual journey to Swadlincote is certainly longer, as only the direct route (as the crow flies) between Atherstone and Swadlincote has been calculated here.
Air line (approximately)
22 kilometers
12 nautical miles