"There's a bit of a bounce here, but to do something really convincing, it's going to have to break levels like $595 and $600," said commodities analyst Tobin Gorey of Commonwealth Bank of Australia in Sydney.
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"I think the bounce back in oil is helping, but I don't think it's a renewed push on higher oil prices. It's helpful now but it might not be helpful another time," he said.
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U.S. forecasters are at odds over how cold and snowy the coming winter will be, with predictions ranging from frigid to mild in the key Northeast and Midwest heating regions.
Abundant supplies in top consumer the United States and fears that slower U.S. economic growth would stunt fuel demand had also contributed to crude's fall to as low as $59.52 a barrel on Monday.