The shooting occurred near a laundromat on 99th Street and 37th Ave in North Corona around 10:40 p.m.
Police say the suspects rolled up on mopeds, shot inside or in front of the laundromat, and then fled the scene.
The five people who were shot have non-life-threatening injuries.
It is unclear what led up to the shooting.
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