Click here to see the output which talks you through the issues, shows various solutions, and has a spin off bit of information about discretisation of continuous data and its impact on bivariate correlation and on linear regression between the variables. Click here for the markdown file that creates that.
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See also Joint CST & CIMS statement about the above.