Correlation measures the strength and direction of a linear relationship between two variables.
r = 1: Perfect positive correlation. r = −1: Perfect negative. r = 0: No correlation.
R² tells you the proportion of variance in Y explained by X.
r = 0.8 indicates a strong positive correlation between the two variables.