While there is no option to clear your recommended videos, you can clear your watch history which influences the way videos are recommended to you. Here's how you can do it: https://goo.gl/RkeFk7 . Hope this helps.
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Thanks. Twitter will use this to make your timeline better. UndoUndo
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