Have students experiment by moving the ten data points and watching the impact on the correlation coefficient.
Good experiments for discussion:
See how an outlier affects the correlation.
See how a curved graph (parabola or exponential or sinusoidal, for instance) affects the correlation.
Try arranging the points in a horizontal line.