The video shows the men wearing FedEx shirts and carrying a package.
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It happened on Wednesday, June 8, at 9:20 a.m. near Willis Avenue and East 135th Street.
Police say they pushed their way inside an apartment, then shot a 23-year-old man in the chest.
Authorities say the victim is a drill rapper who was taken to the hospital in stable condition.
He was also later charged with possession of a gun.
The robbers took off with his cell phone inside a black Nissan Rogue with a rear Connecticut license plate.
The vehicle was last spotted traveling westbound on East 135th Street.
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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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