It happened on West Market and Mary streets in Newport, Delaware.
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Police said officers were chasing a vehicle when it hit two parked cars and flipped, injuring four people.
All four occupants suffered minor injuries and were taken into police custody.
Police said they were initially called to a disturbance at a nearby party.
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It's unclear why officers were chasing the car at this time.