The verb influence is strictly transitive, so it doesn't use a preposition, except in the passive voice, where only by is possible. Rap music has heavily influenced me. I have been heavily influenced by rap music.
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addyaddyIn the sentence above, would it be wrong to replacee the preposition upon with on?No, it wouldn't be wrong. On and upon are often interchangeable.