Joint PDF Plot of 2 matrices

Hello,
I am implementing an FastICA for Blind Source Seperation and I wish to do a joint PDF plot on the signals to visually see centering and whitening. I could not find a Joint PDF function.
Can someone point me in the right direction?
Thank you

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