# Is a joint probability distribution unique?

Is a joint probability distribution between two X and Y random variables unique?

On the other hand, if we have a joint probability distribution, do we get the unique marginals X and Y?

Also, can we consider a joint probability distribution a kind of variance-covariance matrix between X and Y with the positive semidefinite property?