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Notes: Covariance provides the DIRECTION (positive, negative, near zero) of the linear relationship between two variables.
Correlation provides DIRECTION and STRENGTH. It is only applicable to LINEAR relationships. Statistical significance of a correlation depends on its sample size.
r is called the (Pearson)correlation coefficient.