This activity takes students through the basics of correlation and regression. It was leveled for an AP Statistics class. It covers the topics of r, r^2, s, etc.
It is a scaffolded activity walking through the collection and analysis of data (height vs forearm length).
This activity is a word document and could be adapted for an algebra 1 class when introducing line of best fit.