Brazil's deep-sea container trade, 2024–2025: who carries the boxes, how long ships wait and why, berth occupancy, empty flows and box-size mismatch. ANTAQ data, vessel-level carrier mapping of 324 ships.
brazil maritime data-analysis-python maritime-data container-shipping antaq shipping-lines port-performance
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Updated
Oct 2, 2026 - Jupyter Notebook