My friend had this problem and it turned out to be his BB. The cheap plastic threaded piece had cracked and was falling apart. If not that check and see if your BB threads are properly greased.
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I'm not one for fawning over bicycles, but I do believe that our bikes communicate with us, and what this bike is saying is, "You're an idiot." BikeSnobNYC