Police in Quincy, Massachusetts, say an unoccupied vehicle rolled out of a driveway into the water.
It happened just before 8 Thursday morning on Shellton Road.
The owner of the car was arriving to pick someone up for the airport.
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She tried to jump back in the vehicle once it started rolling away, but couldn't catch it.
It has since been removed from the water.
There were no injuries reported.