My function msPCABoxNF3 used to label each dot with an Epilog, but with Mathematica 11.3 it became possible to use Callouts instead. I extract three principal components and create a three-dimensional dot plot. Principal component analysis can be a powerful tool for detecting similarity between time series, and whether a series ceases to resemble one group of signals and begins to resemble another.
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