If rxy = 0 the variable X and Y are
(i) linearly related
(ii) not linearly related
(iii) independent
The value of rxy becomes 0 when the two variables are not linearly related to each other. It may happen that both the variables may be non-linearly related to each other. It does not necessarily imply that both are independent of each other.