The shooting happened near the SEPTA Girard Station at about 9 a.m.
According to police, two men were shot multiple times in the legs and a 56-year-old woman was shot one time in the left arm.
Authorities said all three victims were taken to Temple University Hospital where they are listed in stable condition.
No arrests have been made.