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How Kpler's global data predicted refinery earnings — weeks before companies reported them

Kpler's model called refinery margin direction correctly 7 of 8 times and beat guidance accuracy across six covered tickers in Q2 2026.

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September 2, 2026
A complete guide to container tracking
October 13, 2026
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A complete guide to container tracking
UK and Japan crack down on Russia’s largest shipping company
October 9, 2026
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UK and Japan crack down on Russia’s largest shipping company
West African differentials drop with high freight, growing competition
October 9, 2026
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West African differentials drop with high freight, growing competition
Record high freight as risk premiums meet tightening fundamentals
October 6, 2026
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Record high freight as risk premiums meet tightening fundamentals
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Crude ton-miles to finish the year on a high
November 10, 2022
Market Insights
Crude ton-miles to finish the year on a high
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Oil markets face volatile sessions ahead until China clarifies zero-covid policy
November 7, 2022
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Oil markets face volatile sessions ahead until China clarifies zero-covid policy
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Continued activity observed via the Black Sea Grain initiative
October 31, 2022
Market Insights
Continued activity observed via the Black Sea Grain initiative
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Robust Mobility Tells an Encouraging Demand Story
October 25, 2022
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Robust Mobility Tells an Encouraging Demand Story
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Kpler Grains Interesting Moves - What’s going on in the Black Sea?
October 13, 2022
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Kpler Grains Interesting Moves - What’s going on in the Black Sea?
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German seaborne imports reach all-time highs as crude flows reshuffle
October 11, 2022
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German seaborne imports reach all-time highs as crude flows reshuffle
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Australian refined products import surge as demand sees recovery
October 3, 2022
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Australian refined products import surge as demand sees recovery
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Europe will receive less Russian pipeline gas if Gazprom sanctions Naftogaz
September 28, 2022
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Europe will receive less Russian pipeline gas if Gazprom sanctions Naftogaz
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Kpler Expands Offering into Agricultural Commodities
September 21, 2022
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Kpler Expands Offering into Agricultural Commodities
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Kpler acquires COR-e to expand into European power markets
September 6, 2022
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Kpler acquires COR-e to expand into European power markets
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Tracking Russian crude flows, dark vessel activities, diversions and distressed cargoes amidst sanctions
September 5, 2022
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Tracking Russian crude flows, dark vessel activities, diversions and distressed cargoes amidst sanctions
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The usage value
September 1, 2022
Energy
The usage value
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IIR Energy grants Kpler privileged access to its refinery data to build market-leading refinery analytics
August 11, 2022
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IIR Energy grants Kpler privileged access to its refinery data to build market-leading refinery analytics
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Kuwait’s Al-Zour Refinery starts up, impacting crude and product markets in the long-run
June 10, 2022
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Kuwait’s Al-Zour Refinery starts up, impacting crude and product markets in the long-run
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How to track U.S. crude oil export flows
April 20, 2022
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How to track U.S. crude oil export flows
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