The calculated distance (air line) between Attleborough and Southam is approximately 18 miles respectively 29 kilometers.
By car or train, the actual journey to Southam is certainly longer, as only the direct route (as the crow flies) between Attleborough and Southam has been calculated here.
Air line (approximately)
29 kilometers
16 nautical miles