step,rule,n_before,n_after,n_removed,rationale
1,drop rows with missing UNRATE value,945,944,1,empty value field (2025-10-01) cannot be used for estimation
2,drop observations dated after last origin 2026-06-01,944,941,3,information rule: last training window uses only data <= last origin (later months are evaluation targets only)