Data Analysis Report from CSV
Transform raw dataset descriptions into actionable analysis with statistical insights, visualization recommendations, and a narrative summary.
The prompt
4 slots to fillprompt.md970 chars
Analyze the following dataset and produce a comprehensive report.
**Dataset description:**
**Columns/Fields:**
**Analysis goal:**
Your report should include:
1. **Data Quality Assessment**
- Missing values, outliers, data type issues
- Recommended cleaning steps
2. **Descriptive Statistics**
- Key metrics (mean, median, distribution) for numeric fields
- Frequency analysis for categorical fields
3. **Key Findings** (top 3-5 insights)
- Each finding should be a clear statement with supporting evidence
- Note any surprising or counterintuitive patterns
4. **Visualization Recommendations**
- Suggest specific chart types for each finding
- Include Python/matplotlib or pandas code to create them
5. **Actionable Recommendations**
- What decisions or actions should the data inform?
- What additional data would strengthen the analysis?
Write for a audience.
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