What word means an appeal to logic and reason using facts statistics and common sense?

The Word you're looking for is "logos." In rhetoric, logos refers to the use of logical reasoning and evidence, such as facts and statistics, to persuade an audience. It appeals to the audience's rationality and is one of the three modes of persuasion, alongside ethos (credibility) and pathos (emotion).