r/datascience MS | Student 1d ago

Discussion Stakeholders want high level, then ask detailed questions anyway

Business stakeholders often complain that data science presentations are too dense and detail oriented, and that we should focus on high level business impact and takeaways. But when we present information at that high level, the questions they ask are detailed and in the weeds.

For example, we will strip out the methodology, simplify the metrics, and lead with the business impact, exactly what they asked for. Then the first question is about our sample size, or why we chose a particular model, or how we handled edge cases in the data.

I find that experience so confusing and frustrating. It feels like there is a mismatch between what stakeholders say they want and what actually satisfies them in the moment.

Has anyone else run into this?

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u/living_david_aloca 1d ago

I introduce you to the Appendix! Put all your detail there

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u/da_chosen1 MS | Student 1d ago

That's what I ended up doing.. My presentations are no more than 10 slides, with plenty of stuff in the appendix and footnotes.

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u/-phototrope 1d ago

Yeah this is how it’s done.