The bus driver lost control of the vehicle after it reportedly developed a technical snag, they said.
Congress leader Sathyanandan (57), who saw the mishap collapsed and died of a heart attack, they said.
The bus was plying between Chaliyam and Parappanangadi when the mishap occurred.
The injured were treated at nearby hospitals and some of them were discharged later.