The shooting, which took place in an area known for its restaurants and bars, is described as an "isolated incident" between two parties who came into conflict with each other, writes CBS News.
According to the police, most of the injured must not have been direct targets, but only happened to be in the vicinity when the shots were fired.
One person has been arrested after the incident.
The police are chasing another suspect in the case.