How to Find correlation of Pixels at every angle(Horizontally ,vertically,diagnolly) plus scatter diagram for plain and Enciphered Image for comparison in Cryptography

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I am using chaotic Maps Let I have z=BITXOR(x,y) at the end of the code then imshow(z) ,Then how to find correlation coefficient of it as well as scatter diagram Please Thank you

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