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Given a table with hundreds of records each with the same number of factors (about 1000), I would like to be able to produce a report that shows which factors self-correlate in pairwise fashion or in groups.

So far the best I could find is to produce a corrPlot in R (and/or using this Shiny server):

https://saurfang.shinyapps.io/shinyCorrplot/

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  • $\begingroup$ Would it be enough if you calculated the correlation matrix, sorted and picked the top spots? $\endgroup$ – David Mar 11 at 14:14

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