Before running the Pearson Correlation Coefficient analysis, you must first begin by producing what type of graph? What does a significant Pearson Correlation of -.817 tell us? (Think in terms of strength and direction) What does a significant Pearson Correlation of .403 tell us? (Think in terms of strength and direction) The difference between correlation and a regression is that with a regression analysis we are speaking in terms of predictors and criterion instead of simply the relationship between two variables. True or False What does R squared tell you when performing a regression