The calculated distance (air line) between Shepherds Bush and Derby is approximately 111 miles respectively 179 kilometers.
By car or train, the actual journey to Derby is certainly longer, as only the direct route (as the crow flies) between Shepherds Bush and Derby has been calculated here.
Air line (approximately)
179 kilometers
97 nautical miles