They victims were reportedly standing outside when they were shot.
Officials say the victims -- two 19-year-old men, a 32-year-old man, a 33-year-old man, a 53-year-old man and a 32-year-old woman -- were all rushed to Harlem Hospital. They all had non-life threatening injuries.
Two people were placed in custody, and charges are pending. Their weapons were recovered at the scene.
It was not immediately known what sparked the shooting.