The dataset was collected from Tanzania Ports Authority (TPA), Terminal II (2012 - 2022), consisting of 3091 cases and 81 features. The dataset contains detailed operational data for vessels, including details of vessels, timestamps data from arrival to departure of the vessel, draft during arrival and departure, Berth where the vessel docked, crane hours, number of containers handled by the vessel, productivity metrics, and machine type used in operations.