Assume that you are correlating two variables x and y. If there
is an increasing relationship between x and y, (that is , the graph
of y=a+bx, slopes upward), the correlation coefficient is positive.
Similarly, if there is a decreasing relationship, the correlation
coefficient is negative. The correlation coefficient can assume
values only between -1 and 1.