Question

What does a correlation coefficient of -1, 0, and 1 mean?

Answer 1

As explained here, correlation's sign tells us the direction, and its magnitude tells us magnitude of strength.

If `r=-1 =>` Perfect negative (downhill) linear relationship.

If `r=0 =>` No linear relationship.

If `r=1 =>` Perfect positive (uphill) linear relationship.