Describe the nature of the association between two categorical variables.
Words matter! The way you describe relationships between categorical and quantitative variables is different.
Only quantitative variables can be correlated.
2.1-2.3 Hacking Rock Paper Scissors 🪨 📄 ✂️ WKST
🪨 📄 ✂️ Evidence
Have a look at the New York Time's excellent compilation of What's going on in this graph?