Whirlpool isn't in Pokemon Yellow Version.
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You cannot get the TM/HM Whirlpool in Pokemon Black or White.
SORRY DUDE THERis no hm for whirlpool in pokemon pearl diamond or platinum only heartgold and soulsilver. but that wuld be AWESOME:))
First you must have a badge from the Mahogany Town gym leader (he uses ice types). Next you must find the HM Whirlpool. Equip Whirlpool to a Pokemon and go to one of the Whirl Islands and use the move Whirlpool on a whirlpool.
Pokemon Yellow does not have meowth and it can only be obtained by trade.
The HM Whirlpool is not obtainable in Pokemon Platinum, for there is no use for it during gameplay.