Although the covariance between two random variables does provide information regarding the nature of the relationship, the magnitude of σXY does not indicate anything regarding the strength of the relationship, since σXY is not scale-free.Its magnitude will depend on the units used to measure both X and Y . There is ascale-free version of the covariance called the correlation coefficient that is usedwidely in statistics.