Furthermore:
Positive values denote positive linear correlation;
Negative values denote negative linear correlation;
A value of 0 denotes no linear correlation;
The closer the value is to 1 or –1, the stronger the linear correlation.
In the figures various samples and their corresponding sample correlation coefficient values are presented. The first three represent the “extreme” correlation values of -1, 0 and 1:
perfect