Dataset

energy-trade-flows-data

Kpler energy intelligence: oil, gas and coal trade flows, vessel tracking and infrastructure for commodity trading.

Dataset card

Kpler's energy trade flows data is a commercial dataset covering oil, gas and related commodity movements. The product is associated with vessel-level trade-flow information published by Kpler.

What this dataset contains

The dataset is tagged for oil, gas, trade flows, vessels and broader commodities, indicating it tracks cross-border energy shipments and related maritime activity. Coverage is not specified in the available documentation, and no download count or community endorsement figures are reported. The publisher, Kpler, is known in the market for commodities intelligence, though this entry's own description is empty.

Structure and fields

No schema, column names, or sample rows have been published for this listing. Because the column metadata is marked unknown, any specific field names such as origin port, destination port, vessel IMO, cargo type, volume or timestamp cannot be confirmed from the supplied facts. Analysts evaluating the product would need to request a data dictionary directly from the vendor.

How analysts use it

Based on the tags alone, plausible applications include monitoring crude oil and LNG flows between producing and consuming regions, tracking refinery throughput via vessel arrivals, and comparing import or export volumes against benchmark forecasts. Use cases such as commodity positioning, shipping-cost analysis or supply-disruption event studies are common in this category but cannot be tied to specific columns without further documentation. Given the absence of schema detail, any deployment in a fund workflow should be preceded by a vendor-led pilot.

Documentation & references 2