Police say it happened just before 9 p.m. Saturday on the BX15 at 3rd Avenue and East Tremont Avenue.
The man reportedly showed the weapon to all the passengers and caused panic.
Two people suffered minor injuries.
Police are still looking for the man with the weapon.
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