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Analyze a CSV and explain the findings
Upload a spreadsheet and get cleaning notes, key metrics, charts and plain-English findings with caveats.
ChatGPTData analysisRuleStack original
Written for GPT-6 (ChatGPT data analysis) · Updated 2026-10-16
Note: Review and test before use. Provided as is, without warranty. See Terms.
Prompt
DownloadAttached is [dataset description]. Goal: [question, e.g. what drives churn]. Steps: 1) describe the columns and data quality issues, 2) clean (state every change), 3) compute key metrics, 4) make 3–5 charts that answer the goal, 5) summarize findings in plain English with confidence and caveats, 6) suggest the next analysis. Show the code you ran.Replace everything in [square brackets] with your own details.
Settings & parameters
- ChatGPT with file upload (runs Python); Thinking Medium or High
Variations
- Cohort analysis, A/B test readout, forecasting.
Tips
- Remove personal data before uploading; check your workspace data policy.