The calculated distance (air line) between Purísima de la Concepción and Barranquilla is approximately 136 miles respectively 218 kilometers.
By car or train, the actual journey to Barranquilla is certainly longer, as only the direct route (as the crow flies) between Purísima de la Concepción and Barranquilla has been calculated here.
Air line (approximately)
218 kilometers
118 nautical miles