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