The calculated distance (air line) between Kansas City and Independence is approximately 11 miles respectively 18 kilometers.
By car or train, the actual journey to Independence is certainly longer, as only the direct route (as the crow flies) between Kansas City and Independence has been calculated here.
Air line (approximately)
18 kilometers
10 nautical miles