- The correlation coefficient gives a numerical value to the degree of correlation. This will vary from -1, which indicates perfect negative correlation, through 0, which indicates no correlation at all, to +1, which indicates perfect positive correlation. Thus the closer the value is to plus or minus 1, the better the correlation. In a perfect correlation, all points lie on a straight line.