{ "generated_at": "2026-07-21T09:34:48.281959+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": "2026-07-13T13:40:40+00:00", "source": { "name": "Vendor Payments (Vouchers)", "dataset_id": "n9pm-xkyq", "source_url": "https://data.sfgov.org/d/n9pm-xkyq", "attribution": "SF Controller's Office", "rows_updated_at": "2026-07-13T13:40:40+00:00" }, "perimeter": "One row per vendor in the union of each fiscal year's top 1,000 payees by dollars (≈95-97% of every year's total). The full universe is ~71,700 raw vendor strings; the excluded tail is dollar-immaterial and contains most person-like names. byYear carries the vendor's complete per-FY sums, including years outside its top-1,000 appearances.", "person_note": "bucket='person' rows are individual payees (mostly landlords paid directly). The UI labels them 'individual payee' and never features them in rankings or suggestions.", "years": [ 2007, 2008, 2009, 2010, 2011, 2012, 2013, 2014, 2015, 2016, 2017, 2018, 2019, 2020, 2021, 2022, 2023, 2024, 2025, 2026, 2027 ], "count": 4068, "data": [ { "name": "THE DEPOSITORY TRUST COMPANY", "totalAmount": 10061579123.11, "byYear": { "2007": 180051630.4, "2008": 185325383.3, "2009": 229653691.0, "2010": 274444912.1, "2011": 286809544.3, "2012": 297184901.4, "2013": 314034743.3, "2014": 350774047.3, "2015": 372373425.7, "2016": 414399351.8, "2017": 401115670.8, "2018": 466034802.99, "2019": 558585034.52, "2020": 693727864.69, "2021": 896998997.58, "2022": 1329996407.81, "2023": 556634634.93, "2024": 575478226.05, "2025": 1068683964.05, "2026": 609271889.09 }, "lastActiveYear": 2026, "nFys": 20, "np": false, "bucket": "fiscal_agent_debt_service", "topDepartment": "GEN General City - Unallocated", "nDepartments": 5, "isAggregationLine": false }, { "name": "THE BANK OF NEW YORK MELLON 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