Apparently most voters didn't vote for the sake of the person. Half of the voters don't even know the name of the local candidate: https://narrativeresearch.ca/only-half-of-canadians-know-the-names-of-the-candidates-in-their-riding-and-voting-is-generally-based-on-loyalty-to-a-party-or-topical-policies-and-issues/