Correlation - What is correlation and how do you interpret it?

One statistical tool for determining the likelihood of a linear relationship between two continuous variables is the correlation coefficient. Both the calculation and the interpretation are straightforward. Some statisticians have expressed regret about the method's inception due to the widespread abuse of correlation in research.