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The spaghetti kiss in Disney classic Lady And The Tramp finished second in the survey, followed by Swayze and Jennifer Grey in 1987's Dirty Dancing.
Women voted Ghost and Dirty Dancing into the top two places, while men opted for Ghost, Lady And The Tramp and Titanic.
The poll was conducted by Denplan in honour of the 13th annual National Kissing Day on Sunday.
Classics Gone With The Wind and From Here To Eternity took the sixth and seventh spots.
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