Correlation Coefficient

-1.0

This is a perfect negative correlation. The data would follow a perfectly straight line on a scatterplot beginning in the upper left corner of the plot and progressing downward to the lower right corner of the plot. A high score on the X variable would predict a low score on the Y variable. There would be no scatter at all on the plot.