The NYPD released video of the incident, which took place in June on West 171st Street near Ogden Avenue in the Highbridge section.
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The shootout involved two groups of men.
No one was hurt, but there was damage to the rear door, window, and bedroom wall of a nearby apartment building.
Police are working to track down the suspects.
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Call the NYPD's Crime Stoppers Hotline at 1-800-577-TIPS (8477) or for Spanish, 1-888-57-PISTA (74782) if you have information.
You can also submit tips by visiting the CrimeStoppers website at crimestoppers.nypdonline.org or by messaging on Twitter @NYPDTips.
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