Data
Intermediate
Step 1-2: structure and descriptives
You upload a sales CSV and ask for insights.
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Before you use the output
Human review required.
AI output is a confident first draft, not a verified answer.
- Recompute the headline number and the two largest contributors yourself in Excel. Three numbers, two minutes. If they match, the rest of the computed table is very likely sound.
- Confirm nothing in sections 1–3 is a hypothesis. 'Down because of competition' would be a serious error at this point in the document.
- Check the date range from step 1 covers a complete quarter. A truncated export is the most common cause of a spurious decline.
- Section 6 should feel uncomfortably honest. If it is short or vague, push back — it is where credibility comes from.