Police say the gunfire erupted as people were attending a shower in Chicago's West Englewood neighborhood.
Six people, including two children, were hit.
A witness says a boy took a bullet to the chest.
A girl was wounded in her right leg.
Members of the community are calling on anyone who knows the shooter or shooters to identify them to police.