It happened just after 5 p.m. Tuesday outside the Rosilia Food Market on North Stockton Street.
Authorities say four males suffered non-life-threatening injuries.
Police identified the victims as a 15-year-old, 19-year-old, 20-year-old and 27-year-old.
No arrests have been made.
Further details on the shooting have not been released.