What can we interpret about the two random variables X and Y, if their Covariance (Cov(X, Y)) is greater than zero?

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Although I know mathematically how to prove that if Cov(X, Y) > 0 then that means the two variables are interdependent but can someone explain the non-mathematical approach of interpreting this with some sort of proof.