The incident happened before 1 a.m. Tuesday on the 300 block of South Street.
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The vehicle also crashed into a PrimosHoagies shop. The shop was open, but no one was hurt.
The victims which included three men and a woman, were checked out at the hospital for cuts and injuries to the legs and arms.
L & I was called in to check the safety of the building.
Police questioned the driver and released her.