Metric Diagnosis & Segmentation Analysis Questions

Investigating why a metric moved: root-causing a spike, drop, or plateau by decomposing it across segments and dimensions. Covers segmentation, cohorting, Simpson's-paradox traps, and distinguishing a real change from seasonality or a tracking artifact. The scope is diagnostic metric analysis rather than choosing which metric to track.