Dashboard vs Official Sources

Scoped to full-time, first-time freshmen in associate degrees (AA/AS/AAS) — the population the official sources count. Cells shaded by absolute difference; metrics whose mean |Δ| exceeds 1.5pp are flagged ▲ off. Each metric is capped at its real horizon (⋯ = window not closed yet); in-progress cohorts (*) are still re-registering so their rates will rise, but are kept in the stats. Per-program breakdown below is our-side only (official sources have no per-plan detail).