Stefan Howard and Deandrae Brown were arrested while leaving the scene shortly after the incident Tuesday afternoon.
Michael Earl, 22, was wounded in the leg. Police say a 17-year-old boy was shot in the stomach. Both were treated at a hospital and released.
Investigators believe the shootings stemmed from a fight earlier in the week.
Police say several witnesses identified Brown as the shooter. He was jailed on suspicion of two counts of battery with a deadly weapon.
Howard, who had his 2-year-old son with him when he drove Brown to the scene, was jailed on suspicion of child endangerment.
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