comparative-analysis

What problem does it solve?

This Skill enables practitioners to perform rigorous comparative analyses across groups (segments, cohorts, or time periods) to identify meaningful, apples-to-apples differences and understand the drivers behind them.

Core Features & Use Cases

• Define and validate comparison groups, metrics, and materiality thresholds to ensure fair analysis.
• Run phase-based workflows (definition, segmentation, metric comparison, explanation, and conclusions) to produce structured, reproducible results.
• Generate interpretive outputs that explain WHY differences exist and provide actionable recommendations.

Quick Start

Load a comparison session with groups Northeast and Southeast, date range 2024-01-01 to 2024-03-31, and metrics revenue and customer_count, then review the Phase 3 outputs.