I'd involve the understanding of the problem. One needs critical thinking to deeply understand the true problem to be solved. Plus it also help with the interpretation and understanding of the data.

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Adam Votava

Data scientist | avid cyclist | amateur pianist (I'm sharing my personal opinion and experience, which should not to be considered professional advice)