The statement that best explains why the evidence provided in the text is a fallacy is:
The speaker uses an ad hominem argument by attacking an opponent’s honesty.
This is evident in the speaker's reference to their opponent as someone who "spreads lies and rumors" and suggests they enjoy "nice dinners bought by you taxpayers," which shifts the focus from the argument about trade to personal attacks on the opponent.