It happened around 3 p.m. Tuesday near 153rd and Park Avenue.
The bus driver reportedly swerved to avoid a car that blew a stoplight just before hitting the building. About 50 passengers were inside the bus.
A spokesperson for the city of Harvey says those hospitalized were not seriously hurt.