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I'd just slap a GUI / audit logs on top. Show the intermediate data (the “wrangling”), show the computed similarities, show the conclusion (this met that threshold, and the other was equal, so it's category seven).


Can you elaborate on the technical details: which language, library or framework would you use?


Tkinter, probably. Or a web interface. Depends on what I'm doing, honestly – the answer will always be “whatever's currently being used”.




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