Intro stats classes can be rough for some people, even more so for others. As instructors and TA’s for intro statistics classes we see what students struggle with the most. In order to help our students, we have taken 4 often confusing topic and visualized them, hoping that with use of these visualizations these topics become a little less confusing. Let’s hope that our students think so too.