The crash happened on Palm Avenue, north of McKinley, just before 7 am.
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The vehicle knocked off the front corner of the bus's bumper. Officials say three people were on the bus, but no one was hurt. A new bus was sent out to pick up the passengers.
Investigators have not yet released information about the driver who left the crash site.
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Anyone with information is asked to call the Fresno Police Department.