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It's really not, I've used python in the past but prefer R for this.

As it stands excel is a better presentation layer than almost all BI tools once you're past the modelling and analysis stages.




With this, you get:

- Reproducibility (the official, bundled Excel numerical routines have/had errors greater than floating-point precision) which avoids the unprofessional look of, say, least squares numbers that differ from a check by hand.

- Version and environment control. This is the fastest way I can answer the question, "what would these new routines produce if run against last October's pool of databases?"

- A presentation format where client customizations for style, dimensional units and currencies, human language, etc. can all be owned outside of your project.

I try to sell this approach when I can. Is there a particular BI that strikes a better balance?




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