{
  "analysis": "U.S. state unionization and median household income, 2024",
  "checksums_algorithm": "sha256",
  "reproduction_commands": [
    "python3 scripts/reproduce.py",
    "python3 scripts/collect_and_regress.py --refresh-census",
    "python3 scripts/collect_and_regress.py --refresh-rpp"
  ],
  "official_sources": {
    "bls_union_membership_release": "https://www.bls.gov/opub/ted/2025/union-membership-rates-highest-in-hawaii-and-new-york-lowest-in-north-carolina-in-2024.htm",
    "census_acs_2024_api_query": "https://api.census.gov/data/2024/acs/acs1?get=NAME,B19013_001E&for=state:*",
    "bea_regional_price_parities_release": "https://www.bea.gov/data/prices-inflation/regional-price-parities-state-and-metro-area",
    "bea_sarpp_state_download": "https://apps.bea.gov/regional/zip/SARPP.zip"
  },
  "audit_artifacts": {
    "audit_trail": "AUDIT.md",
    "sources": "SOURCES.md",
    "checksums": "SHA256SUMS",
    "manifest": "results/union_income_audit_manifest_2024.json",
    "manifest_checksum_location": "SHA256SUMS"
  },
  "checked_in_inputs": [
    {
      "path": "README.md",
      "sha256": "dc7464b0cc4acdda64dd10d79eaf6379dc4ef2b46e6afe1b87c18b1058aaca62"
    },
    {
      "path": "SOURCES.md",
      "sha256": "b5262fc95569a8223004897ddc110c31b0c4a1014778e3fd9115a45eb173873c"
    },
    {
      "path": "AUDIT.md",
      "sha256": "a4e5900dc6812e841fff58dee26a755f8bc7dba179e51dbb39d486688bcaba3b"
    },
    {
      "path": "data/bls_union_membership_rates_2024.csv",
      "sha256": "736f60130a9424aef3b9ea9fd5495a6868395f5a9d0cbfbd94c7c52493c05387"
    },
    {
      "path": "data/census_acs_2024_B19013_001E_state.csv",
      "sha256": "1848ca830030eebe83730c15ad56945fa75df1803bb4f2345f9cbf5ce9a1d923"
    },
    {
      "path": "data/bea_sarpp_state_2008_2024.csv",
      "sha256": "9c0cbbf81061b6721fc31f580719b1c57489aef75b70e933ed2386b4dff79863"
    },
    {
      "path": "data/bea_sarpp_definition.xml",
      "sha256": "208fbf8eb311c72602bde15ed1dda6b3b8d4a6de89ec208b368101b5e94a8d2c"
    },
    {
      "path": "data/bea_sarpp_footnotes.html",
      "sha256": "71fde6572c5f2f951c1cd02f3af3f2dd75a993bf807b818b9f43fbcfd97a0343"
    }
  ],
  "scripts": [
    {
      "path": "scripts/collect_and_regress.py",
      "sha256": "9e6b8ffc00d0d7be82b5f905c49d6809915d892b6588d3247ae69d35061ead65"
    },
    {
      "path": "scripts/build_visual_report.py",
      "sha256": "08157ba8d3ef416f717e23ac15430ec1f1ef05cd926e7bf43bc345cfd1c0cdce"
    },
    {
      "path": "scripts/build_audit_artifacts.py",
      "sha256": "ed0c36c86e9697fdae0bec887376917082e93b5652ceaecdb9bf18cceffb1375"
    },
    {
      "path": "scripts/reproduce.py",
      "sha256": "b98a284b5f7d5b06676caa2b6029e9c90ceb1aa23abfb1750757286d1055e01c"
    }
  ],
  "generated_outputs": [
    {
      "path": "data/us_states_union_income_2024.csv",
      "sha256": "ac52027a1e712be39defcf36cc4b086efda807a78158d2b1bd12912e941ae6dc"
    },
    {
      "path": "results/union_income_regression_2024.json",
      "sha256": "fed48499a5b64aecfb8af237fb15102f40f3a72172c6d80959403edc0e6ae3c0"
    },
    {
      "path": "results/union_income_regression_2024.md",
      "sha256": "0b0f2c67c3817cd199148a9a4aaf509613f30b61a675ca7c53d708fba709107a"
    },
    {
      "path": "results/union_income_visual_report.html",
      "sha256": "10514b2e1b5de2eeb319a4e160d5c8ee939f729d272de55c91f12df39174cd16"
    }
  ]
}