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I know that we can use Spearman rho to measure the correlation between numerical variables. But how to measure correlation between categorical variables?
There are way too many measures starting from chi-square based (phi coefficient) going to less commonly used (Goodman and Kruskal's lambda).
There is a series of four articles starting here on the issue.
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