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.
She tried to jump back in the vehicle once it started rolling away, but couldn't catch it.
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It has since been removed from the water.
There were no injuries reported.