[SubiculumCode]

But we do use plots to help identify problems in datasets, like all the time. Statistics 101

[ayhanfuat]

That's exploratory analysis. You don't use exploratory analysis as-is to draw conclusions. It guides you through your research but you do support it with other tools (statistical, logical). Science 101.