Harrisburg police said two people on foot fired shots Friday night in the 500 block of South 15th Street.
Three people were hit and taken to the hospital. Police said their injuries do not appear to be life-threatening.
It's unclear whether the shooters were aiming at specific people.
Police do not have any suspects in custody.