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Bitcoin time series specifically.
Yes it does, in RapidMiner 9. Just import your CSV through the Read CSV operator, and use Windowing or any operator. @tftemme has an explanatory video that you should check up, based in a post of @mschmitz that you can also read here.
Happy mining (either coins or data)!