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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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EU reveals 14th sanctions package on Russia, with LNG included for the first time
June 24, 2024
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EU reveals 14th sanctions package on Russia, with LNG included for the first time
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2050 Energy mix scenarios: The impact of far-right and far-left governance
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June 24, 2024
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OPEC+ roadmap settles, but China’s demand picture remains uncertain
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Insights into the French Power Market: A Critical Update
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June 18, 2024
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Chinese steel export news: Slowdown ahead
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June 18, 2024
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Weakness in gasoline and naphtha markets in H2 2024
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TTF rallies on supply concerns, but Asian LNG market remains balanced. Henry Hub hits the $3/MMBtu mark.
June 18, 2024
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TTF rallies on supply concerns, but Asian LNG market remains balanced. Henry Hub hits the $3/MMBtu mark.
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Scarcer and pricier, KEBCO flows fail to make a big splash
June 16, 2024
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Scarcer and pricier, KEBCO flows fail to make a big splash
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Oil prices bottoming as Chinese inventories begin to draw down
June 11, 2024
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Oil prices bottoming as Chinese inventories begin to draw down
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EU seeks more partners for early warning gas supply security system
June 6, 2024
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EU seeks more partners for early warning gas supply security system
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Japan’s Jera in discussions with Qatar for long-term LNG supplies
June 6, 2024
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Japan’s Jera in discussions with Qatar for long-term LNG supplies
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China's aluminium industry now has a bauxite tightness headache
May 31, 2024
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China's aluminium industry now has a bauxite tightness headache
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May 30, 2024
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Webinar: Canada's trans mountain pipeline (TMX): Expansion implications for markets
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The EU’s 14th sanctions package against Russia – how could it impact Russian LNG exports?
May 24, 2024
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The EU’s 14th sanctions package against Russia – how could it impact Russian LNG exports?
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EU ETS in shipping: explanation, strategies, impact & more
May 22, 2024
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EU ETS in shipping: explanation, strategies, impact & more
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