Check whether this analysis's sample size is enough
A ready-to-use “Data & Analysis” AI prompt template. Replace the (bracketed) parts below with your own needs.
Prompt template
I want to draw a conclusion from this data: (describe your data, e.g., 40 games in a season, 260 orders over 3 months for a product, an A/B test with 500 users each). The conclusion I want to claim is: (paste your conclusion). Please check: 1) whether this sample size can support a conclusion of this strength, explained in plain language; 2) which common statistical traps might make me see a false signal (regression to the mean, survivorship bias, multiple comparisons...), matched one by one against my situation; 3) if the sample is insufficient, what strength of claim I could make instead to be honest; 4) what more data I'd need to fully support this conclusion. In Traditional Chinese with Taiwan usage, without obscure statistical jargon.
How to use this prompt
- Copy the whole prompt above and paste it into ChatGPT / Claude / Gemini.
- Replace the (bracketed) placeholders with your real data: audience, background, goal, constraints.
- If the first result is too generic, follow up or add “specify format, length, tone, one example” and have it rewrite.