Data analysis

Based on the uploaded dashboard-ready dataset, act as

Based on the uploaded dashboard-ready dataset, act as a senior business intelligence analyst. Identify the most decision-useful KPIs, dimensions, trends, comparisons, and segments that can be calculated from the availab…

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Based on the uploaded dashboard-ready dataset, act as a senior business intelligence analyst.
Identify the most decision-useful KPIs, dimensions, trends, comparisons, and segments that can be calculated from the available data.
Only recommend metrics that can actually be supported by the dataset.
For each KPI, specify:
- KPI name
- business meaning
- calculation logic
- source columns required
- recommended visualization
- useful filters or slicers
Then propose a dashboard hierarchy consisting of:
1. Executive KPI summary
2. Trend analysis
3. Category or segment analysis
4. Performance comparison
5. Detailed drill-down area
Prioritize clarity and decision-making rather than filling the dashboard with unnecessary charts.

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