The bus crashed into an SUV parked on the 5300 block of Chester Avenue in Kingsessing around 3:30 Saturday morning.
When police arrived, the bus driver was gone and the keys were still in the ignition.
The bus is registered to the Yellow Bird Bus Company, which provides transportation to numerous schools in Philadelphia.