The calculated distance (air line) between Edinburgh and Dunfermline is approximately 13 miles respectively 21 kilometers.
By car or train, the actual journey to Dunfermline is certainly longer, as only the direct route (as the crow flies) between Edinburgh and Dunfermline has been calculated here.
Air line (approximately)
21 kilometers
11 nautical miles