{
  "generated_at": "2026-07-28T10:08:41.979664+00:00",
  "source_pipeline": "configs/countries/us.yaml → sync_socrata.py + sync_census_popest.py → raw.us_sf_employee_comp → dbt_us_staging (+ seeds seed_us_sf_job_family_display / seed_us_sf_job_reclass) → dbt_us_intermediate → dbt_us_analytics → dbt_us_marts → export_us_sf_payroll.py",
  "country": "us",
  "scale": "city",
  "place": "sf",
  "unit": "USD",
  "as_of": "2026-07-13T10:19:58+00:00",
  "source": {
    "name": "Employee Compensation",
    "dataset_id": "88g8-5mnd",
    "source_url": "https://data.sfgov.org/d/88g8-5mnd",
    "attribution": "SF Controller's Office",
    "rows_updated_at": "2026-07-13T10:19:58+00:00"
  },
  "fiscal_year_note": "SF fiscal year N runs July 1 (N-1) to June 30 N. All figures are FISCAL-year accounting only — the source publishes every row under BOTH Calendar and Fiscal accountings and mixing them double-counts (the dataset's #1 trap).",
  "grain": "display_family × fiscal year, summed citywide across all departments. display_family groups the source's native 59-code taxonomy into citizen-readable families (by hand, see seeds).",
  "privacy": {
    "rule": "No dollar aggregate in this file covers fewer than 5 employees. Groups under 5 people are pooled into visible 'Other roles' rows per department; pools that would themselves stay under the threshold are folded into the department total with no row. Departments under the threshold (the Law Library in practice, 2-3 people) are included in citywide totals but not listed.",
    "measured_cost": "Pooling moves ~1.2% of total dollars into visible 'Other roles' rows; the department-level fold is under $600k/year (<0.01% of compensation). Nothing is removed from totals.",
    "count_only_disclosures": "Counts of employees above fixed thresholds (>$200k…>$500k) are published exactly, including values under 5: they attach no dollar amount to any group. The source itself is public at row level (pseudonymized); this site publishes aggregates only."
  },
  "years": {
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        "salaries_usd": 410154678.37,
        "overtime_usd": 9165833.73,
        "other_salaries_usd": 33346263.91,
        "total_benefits_usd": 152181853.8,
        "total_compensation_usd": 604848629.81,
        "ot_share_of_comp": 0.0152
      },
      {
        "display_family": "Police",
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        "salaries_usd": 264392826.93,
        "overtime_usd": 26822827.13,
        "other_salaries_usd": 34593577.6,
        "total_benefits_usd": 79455258.07,
        "total_compensation_usd": 405264489.73,
        "ot_share_of_comp": 0.0662
      },
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        "display_family": "Trades & Maintenance",
        "n_employees": 3573,
        "salaries_usd": 240174660.87,
        "overtime_usd": 25625733.39,
        "other_salaries_usd": 18020203.71,
        "total_benefits_usd": 105036823.01,
        "total_compensation_usd": 388857420.98,
        "ot_share_of_comp": 0.0659
      },
      {
        "display_family": "Administration & Finance",
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        "ot_share_of_comp": 0.0074
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        "display_family": "Transit Operations",
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