I wonder if correlation is the best measure. Cointegration might be more important for this sort of trading. And might be a supplementary measure you want to ad

I wonder if correlation is the best measure. Cointegration might be more important for this sort of trading. And might be a supplementary measure you want to add since you’re doing all the pairwise comparisons. (If I recall there is a computational shortcut that helps)