The accident occurred at Pero locality under Amta police station area when the driver of the speeding bus apparently lost control of the vehicle.
Four bodies including that of a woman were found in the bus, the police said.
The six injured were taken to hospital.
The bus, which was playing on Howrah-Pancharul route, was being lifted from the water, police said.