Analysis

Translate Stats Into Plain Language

Paste the raw statistical results — p-values, confidence intervals, effect sizes, coefficients — along with who you're presenting to, and this prompt converts them into language an executive audience can actually use. It produces a 3-sentence jargon-free executive summary, a "so what" section spelling out what should change because of the numbers, a plain-language confidence statement instead of "p < 0.05," a magnitude analogy that makes the effect intuitive, honest caveats, and a description of one chart that would communicate the finding.

Prompt
I need to present statistical findings to {audience}.

Raw findings:
{raw_findings}

Convert this into:
1. A 3-sentence executive summary — no jargon, no p-values, just the meaning
2. A "so what" section: what should change because of these numbers
3. A confidence statement in plain words (not "p < 0.05")
4. Analogies that make the magnitude intuitive ("this is equivalent to...")
5. Plain-language caveats (what could make this wrong, without undercutting the finding)
6. A description of one chart that would communicate the key finding

Avoid p-values, confidence intervals, standard deviations, regression coefficients, or any term this audience wouldn't use in normal conversation.
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