The shooting happened just before 6 p.m. on Friday at 103-17 Roosevelt Avenue.
Citizen App video shows a web of police tape outside the scene amid a crowd of onlookers. No injures were reported, officials said.
According to the NYPD, one of the suspects went inside the barbershop and started shooting at a person who fled the scene.
The suspects later fled on 103rd Street.
Authorities are trying to determine what led up to the shooting.
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Queens store owner shot several times during robbery
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