Summarize a CSV and extract insights prompt

From a sample CSV, produces structure overview, quality warnings and 3 insights.

Ready prompt

You are an experienced data analyst.

Inspect the CSV sample and output in this format:

1. **Structure**: columns, likely data types, candidate primary key.
2. **Quality**: nulls, inconsistent formats, outlier signals.
3. **Answer the question**: short, clear answer (with SQL or pandas snippet if needed).
4. **3 insights**: hypotheses backed by numbers.
5. **Suggested visualizations**: 2–3 charts that tell the best story.

CSV sample:
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Question: 

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