Analysis Report Template

Analyze the following dataset and produce a structured report:

{{dataset}}

Report structure:
1. **Executive Summary** — Key findings in 3-5 bullet points
2. **Data Overview** — Shape, columns, types, missing values, basic statistics
3. **Key Metrics** — Calculate and present the most important metrics
4. **Trends & Patterns** — Time-series trends, seasonal patterns, correlations
5. **Anomalies** — Outliers, unexpected values, data quality issues
6. **Segmentation** — Break down by key dimensions (if applicable)
7. **Recommendations** — 3-5 actionable insights based on the data
8. **Methodology Notes** — Assumptions, limitations, suggested follow-up analyses

Use tables and lists for readability. Quantify everything — avoid vague terms like "significant increase" without numbers.