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< Technical details about the data wrangling happy to share in comments if anyone's interested in that nightmare.

I'm interested. That is the nightmare my company obsesses about solving

Do you mean solve - as in sort out your own mess?

Or solve - as in make a tool to sort out everyone else's mess?

If it is the former, have you looked at data wrangling tools, like Easy Data Transform (our product), Tableau Prep or Alteryx?