Correlation Coefficient The correlation coefficient gives us a numerical description of how strong the relationship between two variables is. The range of the value of r (the correlation coefficient) is from -1 to +1. From 0 to 1, there is a positive relationship. The closer to 1, the stronger the relationship. For -1 to 0, there is a negative relationship. The closer to -1, the stronger the relationship.