Understanding demand trends is critical for supply chain managers. Cargo volumes passing through seaports can serve as a valuable indicator for identifying those trends. In 2022, maritime shipping lanes handled 40% of international freight volumes. Port volumes underwent significant shifts during the pandemic in particular. As of 2023, volumes have returned to pre-pandemic levels. However, when exactly they will revert to 2019 figures remains an open question.