test_continuous_dates (test_analysis.SnapshotTests) ... ok
test_manifest (test_analysis.SnapshotTests) ... ok
test_overlapping_windows (test_analysis.SnapshotTests) ... ok
test_same_month_official_dashboard (test_analysis.SnapshotTests) ... ok
test_second_jurisdiction (test_analysis.SnapshotTests) ... ok
test_separate_api_response (test_analysis.SnapshotTests) ... ok
test_snapshot_shape_and_coverage (test_analysis.SnapshotTests) ... ok
test_unknown_state (test_analysis.SnapshotTests) ... ok
test_bad_schema (test_analysis.UnitTests) ... ok
test_comparison_formula (test_analysis.UnitTests) ... ok
test_duplicates_rejected (test_analysis.UnitTests) ... ok
test_flags (test_analysis.UnitTests) ... ok
test_invalid_numbers (test_analysis.UnitTests) ... ok
test_missing_not_zero (test_analysis.UnitTests) ... ok
test_quality_warning_not_erased_by_completeness (test_analysis.UnitTests) ... ok

----------------------------------------------------------------------
Ran 15 tests in 1.267s

OK
{
  "jurisdiction": "Ohio",
  "end": "2026-04",
  "reported_yoy_pct": -18.571931058740766,
  "predicted_yoy_pct": -18.571931058740766,
  "source_rows": 86904
}
{
  "jurisdiction": "West Virginia",
  "end": "2026-04",
  "reported_yoy_pct": -13.49527665317139,
  "predicted_yoy_pct": -11.096256684491978,
  "source_rows": 86904
}
PASS: source hashes, official Figure 1b replication, tests, OH byte-for-byte reproduction, WV smoke run