{
  "generated_at": "2026-08-26T18:07:43.125924+00:00",
  "source_pipeline": "configs/countries/us.yaml → sync_socrata.py + sync_census_popest.py → raw.us_sf_* → dbt_us_staging → dbt_us_analytics → dbt_us_marts → export_us_sf.py",
  "country": "us",
  "scale": "city",
  "place": "sf",
  "unit": "USD",
  "as_of": "2026-07-13T10:08:21+00:00",
  "sources": {
    "budget": {
      "source_url": "https://data.sfgov.org/d/xdgd-c79v",
      "rows_updated_at": "2026-07-13T10:17:58+00:00"
    },
    "actuals": {
      "source_url": "https://data.sfgov.org/d/bpnb-jwfb",
      "rows_updated_at": "2026-07-13T10:08:21+00:00"
    }
  },
  "perimeter": "The measured honest comparison (mart_us_sf_budget_vs_actual, 2026-07-16): fund_category='Operating' on BOTH sides, related-government-unit rows excluded from actuals, ALL transfer characters excluded from both sides. Departments sum back to the citywide operating pair exactly (dbt-tested).",
  "coverage": {
    "fiscal_years": [
      2019,
      2020,
      2021,
      2022,
      2023,
      2024,
      2025
    ],
    "note": "CLOSED fiscal years only (execution_status='closed' — the most recently ended year is still in its accounting close and is not shown at department grain). Department series start FY2019: department codes changed at the FY2018 chart-of-accounts break and pre-break series need a crosswalk that does not exist yet."
  },
  "structural_outliers_note": "GEN and PUC rows carry is_structural_outlier=true with a measured explanation: their large deviations are perimeter artifacts (citywide unallocated bucket / fund structure), not execution stories. Render the annotation or exclude them — never rank them bare.",
  "years": {
    "2019": {
      "spending": [
        {
          "code": "DPH",
          "label": "DPH Public Health",
          "display_name": "Public Health",
          "org_group_code": "04",
          "budget_usd": 2711889381.0,
          "actual_usd": 2087190847.43,
          "residual_usd": -624698533.57,
          "residual_pct": -0.230355,
          "is_comparable": true,
          "is_structural_outlier": false,
          "outlier_note": null
        },
        {
          "code": "MTA",
          "label": "MTA Municipal Transprtn Agncy",
          "display_name": "Municipal Transportation Agency (Muni)",
          "org_group_code": "02",
          "budget_usd": 1488316131.0,
          "actual_usd": 1111808118.01,
          "residual_usd": -376508012.99,
          "residual_pct": -0.252976,
          "is_comparable": true,
          "is_structural_outlier": false,
          "outlier_note": null
        },
        {
          "code": "POL",
          "label": "POL Police",
          "display_name": "Police",
          "org_group_code": "01",
          "budget_usd": 1085421069.0,
          "actual_usd": 599563730.71,
          "residual_usd": -485857338.29,
          "residual_pct": -0.447621,
          "is_comparable": true,
          "is_structural_outlier": false,
          "outlier_note": null
        },
        {
          "code": "HSA",
          "label": "HSA Human Services Agency",
          "display_name": "Human Services Agency",
          "org_group_code": "03",
          "budget_usd": 1073884156.0,
          "actual_usd": 795090960.55,
          "residual_usd": -278793195.45,
          "residual_pct": -0.259612,
          "is_comparable": true,
          "is_structural_outlier": false,
          "outlier_note": null
        },
        {
          "code": "AIR",
          "label": "AIR Airport Commission",
          "display_name": "Airport (SFO)",
          "org_group_code": "02",
          "budget_usd": 1001996902.0,
          "actual_usd": 935214056.55,
          "residual_usd": -66782845.45,
          "residual_pct": -0.06665,
          "is_comparable": true,
          "is_structural_outlier": false,
          "outlier_note": null
        },
        {
          "code": "PUC",
          "label": "PUC Public Utilities Commsn",
          "display_name": "Public Utilities Commission (water, power, sewer)",
          "org_group_code": "02",
          "budget_usd": 904651697.0,
          "actual_usd": 525279159.37,
          "residual_usd": -379372537.63,
          "residual_pct": -0.419358,
          "is_comparable": true,
          "is_structural_outlier": true,
          "outlier_note": "The SFPUC's budget sits across a fund structure where part of the Operating-fund budget is executed in other fund categories (debt service, capital), so large under-execution (for example −42% in FY2024) is a fund-structure artifact, not money left unspent."
        },
        {
          "code": "FIR",
          "label": "FIR Fire Department",
          "display_name": "Fire Department",
          "org_group_code": "01",
          "budget_usd": 640559957.0,
          "actual_usd": 396090580.1,
          "residual_usd": -244469376.9,
          "residual_pct": -0.381649,
          "is_comparable": true,
          "is_structural_outlier": false,
          "outlier_note": null
        },
        {
          "code": "SHF",
          "label": "SHF Sheriff",
          "display_name": "Sheriff",
          "org_group_code": "01",
          "budget_usd": 404835835.0,
          "actual_usd": 206584764.14,
          "residual_usd": -198251070.86,
          "residual_pct": -0.489707,
          "is_comparable": true,
          "is_structural_outlier": false,
          "outlier_note": null
        },
        {
          "code": "HOM",
          "label": "HOM Homelessness Services",
          "display_name": "Homelessness & Supportive Housing",
          "org_group_code": "03",
          "budget_usd": 340055574.0,
          "actual_usd": 163761042.75,
          "residual_usd": -176294531.25,
          "residual_pct": -0.518429,
          "is_comparable": true,
          "is_structural_outlier": false,
          "outlier_note": null
        },
        {
          "code": "ADM",
          "label": "ADM GSA - City Administrator",
          "display_name": "City Administrator",
          "org_group_code": "06",
          "budget_usd": 263840769.0,
          "actual_usd": 181533349.2,
          "residual_usd": -82307419.8,
          "residual_pct": -0.311959,
          "is_comparable": true,
          "is_structural_outlier": false,
          "outlier_note": null
        },
        {
          "code": "REC",
          "label": "REC Recreation & Park Commsn",
          "display_name": "Recreation & Parks",
          "org_group_code": "05",
          "budget_usd": 231184532.0,
          "actual_usd": 152591955.11,
          "residual_usd": -78592576.89,
          "residual_pct": -0.339956,
          "is_comparable": true,
          "is_structural_outlier": false,
          "outlier_note": null
        },
        {
          "code": "LIB",
          "label": "LIB Public Library",
          "display_name": "Public Library",
          "org_group_code": "05",
          "budget_usd": 214766823.0,
          "actual_usd": 131245472.15,
          "residual_usd": -83521350.85,
          "residual_pct": -0.388893,
          "is_comparable": true,
          "is_structural_outlier": false,
          "outlier_note": null
        },
        {
          "code": "DPW",
          "label": "DPW Public Works",
          "display_name": "Public Works",
          "org_group_code": "02",
          "budget_usd": 208074958.0,
          "actual_usd": 91092146.2,
          "residual_usd": -116982811.8,
          "residual_pct": -0.562215,
          "is_comparable": true,
          "is_structural_outlier": false,
          "outlier_note": null
        },
        {
          "code": "CHF",
          "label": "CHF Children;Youth & Families",
          "display_name": "Children, Youth & Their Families",
          "org_group_code": "03",
          "budget_usd": 152280075.0,
          "actual_usd": 114552675.16,
          "residual_usd": -37727399.84,
          "residual_pct": -0.24775,
          "is_comparable": true,
          "is_structural_outlier": false,
          "outlier_note": null
        },
        {
          "code": "DEM",
          "label": "DEM Emergency Management",
          "display_name": "Emergency Management",
          "org_group_code": "01",
          "budget_usd": 122556757.0,
          "actual_usd": 55042711.34,
          "residual_usd": -67514045.66,
          "residual_pct": -0.55088,
          "is_comparable": true,
          "is_structural_outlier": false,
          "outlier_note": null
        },
        {
          "code": "DAT",
          "label": "DAT District Attorney",
          "display_name": "District Attorney",
          "org_group_code": "01",
          "budget_usd": 113314499.0,
          "actual_usd": 54137960.03,
          "residual_usd": -59176538.97,
          "residual_pct": -0.522233,
          "is_comparable": true,
          "is_structural_outlier": false,
          "outlier_note": null
        },
        {
          "code": "HRD",
          "label": "HRD Human Resources",
          "display_name": "Human Resources",
          "org_group_code": "06",
          "budget_usd": 111018957.0,
          "actual_usd": 97531088.26,
          "residual_usd": -13487868.74,
          "residual_pct": -0.121492,
          "is_comparable": true,
          "is_structural_outlier": false,
          "outlier_note": null
        },
        {
          "code": "RET",
          "label": "RET Retirement System",
          "display_name": "Retirement System",
          "org_group_code": "06",
          "budget_usd": 110152549.0,
          "actual_usd": null,
          "residual_usd": null,
          "residual_pct": null,
          "is_comparable": false,
          "is_structural_outlier": false,
          "outlier_note": null
        },
        {
          "code": "PRT",
          "label": "PRT Port",
          "display_name": "Port",
          "org_group_code": "02",
          "budget_usd": 104984029.0,
          "actual_usd": 78216794.22,
          "residual_usd": -26767234.78,
          "residual_pct": -0.254965,
          "is_comparable": true,
          "is_structural_outlier": false,
          "outlier_note": null
        },
        {
          "code": "CAT",
          "label": "CAT City Attorney",
          "display_name": "City Attorney",
          "org_group_code": "06",
          "budget_usd": 97504797.0,
          "actual_usd": 84874877.71,
          "residual_usd": -12629919.29,
          "residual_pct": -0.129531,
          "is_comparable": true,
          "is_structural_outlier": false,
          "outlier_note": null
        },
        {
          "code": "PDR",
          "label": "PDR Public Defender",
          "display_name": "Public Defender",
          "org_group_code": "01",
          "budget_usd": 76278280.0,
          "actual_usd": 38020741.78,
          "residual_usd": -38257538.22,
          "residual_pct": -0.501552,
          "is_comparable": true,
          "is_structural_outlier": false,
          "outlier_note": null
        },
        {
          "code": "DBI",
          "label": "DBI Building Inspection",
          "display_name": "Building Inspection",
          "org_group_code": "02",
          "budget_usd": 73383278.0,
          "actual_usd": 68553656.66,
          "residual_usd": -4829621.34,
          "residual_pct": -0.065814,
          "is_comparable": true,
          "is_structural_outlier": false,
          "outlier_note": null
        },
        {
          "code": "JUV",
          "label": "JUV Juvenile Probation",
          "display_name": "Juvenile Probation",
          "org_group_code": "01",
          "budget_usd": 64044647.0,
          "actual_usd": 27717868.5,
          "residual_usd": -36326778.5,
          "residual_pct": -0.56721,
          "is_comparable": true,
          "is_structural_outlier": false,
          "outlier_note": null
        },
        {
          "code": "CRT",
          "label": "CRT Superior Court",
          "display_name": "Superior Court",
          "org_group_code": "01",
          "budget_usd": 63117154.0,
          "actual_usd": 48632065.4,
          "residual_usd": -14485088.6,
          "residual_pct": -0.229495,
          "is_comparable": true,
          "is_structural_outlier": false,
          "outlier_note": null
        },
        {
          "code": "ADP",
          "label": "ADP Adult Probation",
          "display_name": "Adult Probation",
          "org_group_code": "01",
          "budget_usd": 59033820.0,
          "actual_usd": 34690288.23,
          "residual_usd": -24343531.77,
          "residual_pct": -0.412366,
          "is_comparable": true,
          "is_structural_outlier": false,
          "outlier_note": null
        },
        {
          "code": "ASR",
          "label": "ASR Assessor - Recorder",
          "display_name": "Assessor-Recorder",
          "org_group_code": "06",
          "budget_usd": 56210834.0,
          "actual_usd": 22344393.63,
          "residual_usd": -33866440.37,
          "residual_pct": -0.60249,
          "is_comparable": true,
          "is_structural_outlier": false,
          "outlier_note": null
        },
        {
          "code": "TTX",
          "label": "TTX Treasurer-Tax Collector",
          "display_name": "Treasurer & Tax Collector",
          "org_group_code": "06",
          "budget_usd": 51259454.0,
          "actual_usd": 25122161.41,
          "residual_usd": -26137292.59,
          "residual_pct": -0.509902,
          "is_comparable": true,
          "is_structural_outlier": false,
          "outlier_note": null
        },
        {
          "code": "MYR",
          "label": "MYR Mayor",
          "display_name": "Mayor",
          "org_group_code": "06",
          "budget_usd": 49745539.0,
          "actual_usd": 7476770.12,
          "residual_usd": -42268768.88,
          "residual_pct": -0.8497,
          "is_comparable": true,
          "is_structural_outlier": false,
          "outlier_note": null
        },
        {
          "code": "CPC",
          "label": "CPC City Planning",
          "display_name": "City Planning",
          "org_group_code": "06",
          "budget_usd": 48265708.0,
          "actual_usd": 43135970.84,
          "residual_usd": -5129737.16,
          "residual_pct": -0.106281,
          "is_comparable": true,
          "is_structural_outlier": false,
          "outlier_note": null
        },
        {
          "code": "ECN",
          "label": "ECN Economic & Wrkfrce Dvlpmnt",
          "display_name": "Economic & Workforce Development",
          "org_group_code": "02",
          "budget_usd": 41489134.0,
          "actual_usd": 1243369.21,
          "residual_usd": -40245764.79,
          "residual_pct": -0.970031,
          "is_comparable": true,
          "is_structural_outlier": false,
          "outlier_note": null
        },
        {
          "code": "REG",
          "label": "REG Elections",
          "display_name": "Elections",
          "org_group_code": "06",
          "budget_usd": 36626027.0,
          "actual_usd": 16118099.98,
          "residual_usd": -20507927.02,
          "residual_pct": -0.559928,
          "is_comparable": true,
          "is_structural_outlier": false,
          "outlier_note": null
        },
        {
          "code": "TIS",
          "label": "DT  GSA - Technology",
          "display_name": "Technology",
          "org_group_code": "06",
          "budget_usd": 35840381.0,
          "actual_usd": 24668567.98,
          "residual_usd": -11171813.02,
          "residual_pct": -0.31171,
          "is_comparable": true,
          "is_structural_outlier": false,
          "outlier_note": null
        },
        {
          "code": "WAR",
          "label": "WAR War Memorial",
          "display_name": "War Memorial & Performing Arts",
          "org_group_code": "05",
          "budget_usd": 34897604.0,
          "actual_usd": 15686176.59,
          "residual_usd": -19211427.41,
          "residual_pct": -0.550508,
          "is_comparable": true,
          "is_structural_outlier": false,
          "outlier_note": null
        },
        {
          "code": "FAM",
          "label": "FAM Fine Arts Museum",
          "display_name": "Fine Arts Museums",
          "org_group_code": "05",
          "budget_usd": 34100408.0,
          "actual_usd": 16081991.73,
          "residual_usd": -18018416.27,
          "residual_pct": -0.528393,
          "is_comparable": true,
          "is_structural_outlier": false,
          "outlier_note": null
        },
        {
          "code": "BOS",
          "label": "BOS Board of Supervisors",
          "display_name": "Board of Supervisors",
          "org_group_code": "06",
          "budget_usd": 31336048.0,
          "actual_usd": 15250424.99,
          "residual_usd": -16085623.01,
          "residual_pct": -0.513326,
          "is_comparable": true,
          "is_structural_outlier": false,
          "outlier_note": null
        },
        {
          "code": "CON",
          "label": "CON Controller",
          "display_name": "Controller",
          "org_group_code": "06",
          "budget_usd": 28019321.0,
          "actual_usd": 18433540.62,
          "residual_usd": -9585780.38,
          "residual_pct": -0.342113,
          "is_comparable": true,
          "is_structural_outlier": false,
          "outlier_note": null
        },
        {
          "code": "AAM",
          "label": "AAM Asian Art Museum",
          "display_name": "Asian Art Museum",
          "org_group_code": "05",
          "budget_usd": 21102970.0,
          "actual_usd": 10120748.15,
          "residual_usd": -10982221.85,
          "residual_pct": -0.520411,
          "is_comparable": true,
          "is_structural_outlier": false,
          "outlier_note": null
        },
        {
          "code": "WOM",
          "label": "WOM Status of Women",
          "display_name": "Status of Women",
          "org_group_code": "03",
          "budget_usd": 18430868.0,
          "actual_usd": 9363538.84,
          "residual_usd": -9067329.16,
          "residual_pct": -0.491964,
          "is_comparable": true,
          "is_structural_outlier": false,
          "outlier_note": null
        },
        {
          "code": "ENV",
          "label": "ENV Environment",
          "display_name": "Environment",
          "org_group_code": "03",
          "budget_usd": 16545680.0,
          "actual_usd": 16888016.28,
          "residual_usd": 342336.28,
          "residual_pct": 0.02069,
          "is_comparable": true,
          "is_structural_outlier": false,
          "outlier_note": null
        },
        {
          "code": "DPA",
          "label": "DPA Police Accountabilty",
          "display_name": "Police Accountability",
          "org_group_code": "01",
          "budget_usd": 16399152.0,
          "actual_usd": 7285828.87,
          "residual_usd": -9113323.13,
          "residual_pct": -0.555719,
          "is_comparable": true,
          "is_structural_outlier": false,
          "outlier_note": null
        },
        {
          "code": "CSS",
          "label": "CSS Child Support Services",
          "display_name": "Child Support Services",
          "org_group_code": "03",
          "budget_usd": 13564119.0,
          "actual_usd": 14195558.82,
          "residual_usd": 631439.82,
          "residual_pct": 0.046552,
          "is_comparable": true,
          "is_structural_outlier": false,
          "outlier_note": null
        },
        {
          "code": "SCI",
          "label": "SCI Academy of Sciences",
          "display_name": "Academy of Sciences",
          "org_group_code": "05",
          "budget_usd": 11867900.0,
          "actual_usd": 5327886.95,
          "residual_usd": -6540013.05,
          "residual_pct": -0.551067,
          "is_comparable": true,
          "is_structural_outlier": false,
          "outlier_note": null
        },
        {
          "code": "HSS",
          "label": "HSS Health Service System",
          "display_name": "Health Service System",
          "org_group_code": "06",
          "budget_usd": 11632022.0,
          "actual_usd": 10888016.68,
          "residual_usd": -744005.32,
          "residual_pct": -0.063962,
          "is_comparable": true,
          "is_structural_outlier": false,
          "outlier_note": null
        },
        {
          "code": "ETH",
          "label": "ETH Ethics Commission",
          "display_name": "Ethics Commission",
          "org_group_code": "06",
          "budget_usd": 10470067.0,
          "actual_usd": 3651517.5,
          "residual_usd": -6818549.5,
          "residual_pct": -0.651242,
          "is_comparable": true,
          "is_structural_outlier": false,
          "outlier_note": null
        },
        {
          "code": "ART",
          "label": "ART Arts Commission",
          "display_name": "Arts Commission",
          "org_group_code": "05",
          "budget_usd": 9577252.0,
          "actual_usd": 2083783.32,
          "residual_usd": -7493468.68,
          "residual_pct": -0.782424,
          "is_comparable": true,
          "is_structural_outlier": false,
          "outlier_note": null
        },
        {
          "code": "HRC",
          "label": "HRC Human Rights Commission",
          "display_name": "Human Rights Commission",
          "org_group_code": "03",
          "budget_usd": 9468472.0,
          "actual_usd": 4971876.81,
          "residual_usd": -4496595.19,
          "residual_pct": -0.474902,
          "is_comparable": true,
          "is_structural_outlier": false,
          "outlier_note": null
        },
        {
          "code": "RNT",
          "label": "RNT Rent Arbitration Board",
          "display_name": "Rent Board",
          "org_group_code": "03",
          "budget_usd": 8543912.0,
          "actual_usd": 7771977.41,
          "residual_usd": -771934.59,
          "residual_pct": -0.090349,
          "is_comparable": true,
          "is_structural_outlier": false,
          "outlier_note": null
        },
        {
          "code": "LLB",
          "label": "LLB Law Library",
          "display_name": "Law Library",
          "org_group_code": "05",
          "budget_usd": 4321576.0,
          "actual_usd": 1796292.75,
          "residual_usd": -2525283.25,
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        {
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        {
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