| name | data-reporting-analytics |
| description | Analyze business, operations, product, and usage data. Use for SQL/CSV/Excel analysis, KPIs, dashboards, trend reports, variance analysis, and executive summaries. |
Data Reporting And Analytics
Purpose
Convert raw data into decision-ready analysis with clear assumptions and reproducible calculations.
Workflow
- Clarify business question, metric definitions, time range, and audience.
- Validate schema, missing values, duplicates, outliers, and units.
- Compute KPIs and segment by relevant dimensions.
- Explain drivers, anomalies, and uncertainty.
- Produce a concise report or dashboard outline.
Output
Return:
- Executive summary.
- Data quality notes.
- KPI table.
- Driver analysis.
- Recommended actions.