Video released by police shows the suspect opening fire on Williams Avenue in East New York in the early-morning hours of August 11.
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It shows several people running for their lives and jumping over and in between cars to get away.
A 27-year-old man and a 19-year-old woman were both shot.
They were treated and released from the hospital.
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The gunman is described as a black man with brown eyes and short black hair. He was last seen wearing a white t-shirt, blue jeans and white sneakers.
Anyone with information in regard to this incident is asked to call the NYPD's Crime Stoppers Hotline at 1-800-577-TIPS (8477) or for Spanish, 1-888-57-PISTA (74782).
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