A machine learning project predicting bilateral trade flows between countries using economic indicators, geographic factors, and policy variables.
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Dec 23, 2025 - Python
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trade-flows
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Kpler is a commodities intelligence and maritime data platform that tracks cargoes, vessels, and trade flows across oil, refined products, LNG, LPG, and dry bulk markets. Kpler owns MarineTraffic and FleetMon (acquired 2023) and acquired Spire's maritime AIS business (2025), giving it one of the largest terrestrial and satellite AIS vessel…
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Aug 2, 2026
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