– A correlation coefficient of +1 indicates a perfect positive correlation. As variable X increases, variable Y increases. As variable X decreases, variable Y decreases
perfect-positive-correlation

 

 

A correlation coefficient of -1 indicates a perfect negative correlation. As variable X increases, variable Z decreases. As variable X decreases, variable Z increases.

perfect-negative-correlation
– A correlation coefficient near 0 indicates no correlation.