The calculated distance (air line) between Villanueva and Barranquilla is approximately 49 miles respectively 79 kilometers.
By car or train, the actual journey to Barranquilla is certainly longer, as only the direct route (as the crow flies) between Villanueva and Barranquilla has been calculated here.
Air line (approximately)
79 kilometers
43 nautical miles