{
 "name": "Mortgage license figures for Fresno, CA",
 "page": "https://keysahead.com/loan-officers/fresno-ca/",
 "license": "https://creativecommons.org/licenses/by/4.0/",
 "columns": [
  "id",
  "kind",
  "entity",
  "attribute",
  "scenario",
  "value",
  "number",
  "unit",
  "scope",
  "input_price_scope",
  "scenario_scope",
  "formula",
  "expression",
  "source_owner",
  "source_url",
  "observed_at",
  "fixture"
 ],
 "rows": [
  {
   "id": "fresno-ca:records",
   "kind": "aggregate",
   "entity": "fresno-ca",
   "attribute": "License records with a business address in the metro",
   "scenario": null,
   "value": "290",
   "number": 290,
   "unit": "records",
   "scope": "fresno-ca",
   "input_price_scope": null,
   "scenario_scope": null,
   "formula": null,
   "expression": null,
   "source_owner": "KeysAhead",
   "source_url": "",
   "observed_at": "2026-08-23",
   "fixture": false
  },
  {
   "id": "fresno-ca:active",
   "kind": "aggregate",
   "entity": "fresno-ca",
   "attribute": "Active license records",
   "scenario": null,
   "value": "266",
   "number": 266,
   "unit": "records",
   "scope": "fresno-ca",
   "input_price_scope": null,
   "scenario_scope": null,
   "formula": null,
   "expression": null,
   "source_owner": "KeysAhead",
   "source_url": "",
   "observed_at": "2026-08-23",
   "fixture": false
  },
  {
   "id": "fresno-ca:inactive",
   "kind": "aggregate",
   "entity": "fresno-ca",
   "attribute": "Inactive or expired records still on file",
   "scenario": null,
   "value": "24",
   "number": 24,
   "unit": "records",
   "scope": "fresno-ca",
   "input_price_scope": null,
   "scenario_scope": null,
   "formula": null,
   "expression": null,
   "source_owner": "KeysAhead",
   "source_url": "",
   "observed_at": "2026-08-23",
   "fixture": false
  },
  {
   "id": "fresno-ca:people",
   "kind": "aggregate",
   "entity": "fresno-ca",
   "attribute": "Distinct people with an active record (by NMLS ID)",
   "scenario": null,
   "value": "204",
   "number": 204,
   "unit": "people",
   "scope": "fresno-ca",
   "input_price_scope": null,
   "scenario_scope": null,
   "formula": null,
   "expression": null,
   "source_owner": "KeysAhead",
   "source_url": "",
   "observed_at": "2026-08-23",
   "fixture": false
  },
  {
   "id": "fresno-ca:with_company",
   "kind": "aggregate",
   "entity": "fresno-ca",
   "attribute": "Active records that name a company",
   "scenario": null,
   "value": "91",
   "number": 91,
   "unit": "records",
   "scope": "fresno-ca",
   "input_price_scope": null,
   "scenario_scope": null,
   "formula": null,
   "expression": null,
   "source_owner": "KeysAhead",
   "source_url": "",
   "observed_at": "2026-08-23",
   "fixture": false
  },
  {
   "id": "fresno-ca:companies",
   "kind": "aggregate",
   "entity": "fresno-ca",
   "attribute": "Distinct companies named on active records",
   "scenario": null,
   "value": "44",
   "number": 44,
   "unit": "companies",
   "scope": "fresno-ca",
   "input_price_scope": null,
   "scenario_scope": null,
   "formula": null,
   "expression": null,
   "source_owner": "KeysAhead",
   "source_url": "",
   "observed_at": "2026-08-23",
   "fixture": false
  },
  {
   "id": "fresno-ca:top_companies_records",
   "kind": "aggregate",
   "entity": "fresno-ca",
   "attribute": "Active records naming one of the 10 most-named companies",
   "scenario": null,
   "value": "49",
   "number": 49,
   "unit": "records",
   "scope": "fresno-ca",
   "input_price_scope": null,
   "scenario_scope": null,
   "formula": null,
   "expression": null,
   "source_owner": "KeysAhead",
   "source_url": "",
   "observed_at": "2026-08-23",
   "fixture": false
  },
  {
   "id": "fresno-ca:with_year",
   "kind": "aggregate",
   "entity": "fresno-ca",
   "attribute": "Active records with a license year on the roster",
   "scenario": null,
   "value": "24",
   "number": 24,
   "unit": "records",
   "scope": "fresno-ca",
   "input_price_scope": null,
   "scenario_scope": null,
   "formula": null,
   "expression": null,
   "source_owner": "KeysAhead",
   "source_url": "",
   "observed_at": "2026-08-23",
   "fixture": false
  },
  {
   "id": "fresno-ca:new_licenses",
   "kind": "aggregate",
   "entity": "fresno-ca",
   "attribute": "Active records with a license year of 2025 or later",
   "scenario": null,
   "value": "10",
   "number": 10,
   "unit": "records",
   "scope": "fresno-ca",
   "input_price_scope": null,
   "scenario_scope": null,
   "formula": null,
   "expression": null,
   "source_owner": "KeysAhead",
   "source_url": "",
   "observed_at": "2026-08-23",
   "fixture": false
  },
  {
   "id": "fresno-ca:hmda_lenders",
   "kind": "aggregate",
   "entity": "fresno-ca",
   "attribute": "Lenders shown from HMDA (largest by home-loan originations)",
   "scenario": null,
   "value": "8",
   "number": 8,
   "unit": "lenders",
   "scope": "fresno-ca",
   "input_price_scope": null,
   "scenario_scope": null,
   "formula": null,
   "expression": null,
   "source_owner": "CFPB / FFIEC HMDA",
   "source_url": "https://ffiec.cfpb.gov/data-browser/",
   "observed_at": "2026-05-22",
   "fixture": false
  },
  {
   "id": "fresno-ca:hmda_loans",
   "kind": "aggregate",
   "entity": "fresno-ca",
   "attribute": "Home loans originated by the lenders shown (HMDA)",
   "scenario": null,
   "value": "12077",
   "number": 12077,
   "unit": "loans",
   "scope": "fresno-ca",
   "input_price_scope": null,
   "scenario_scope": null,
   "formula": null,
   "expression": null,
   "source_owner": "CFPB / FFIEC HMDA",
   "source_url": "https://ffiec.cfpb.gov/data-browser/",
   "observed_at": "2026-05-22",
   "fixture": false
  },
  {
   "id": "fresno-ca:ca_broker",
   "kind": "aggregate",
   "entity": "fresno-ca",
   "attribute": "California DRE records held under a broker license",
   "scenario": null,
   "value": "93",
   "number": 93,
   "unit": "records",
   "scope": "fresno-ca",
   "input_price_scope": null,
   "scenario_scope": null,
   "formula": null,
   "expression": null,
   "source_owner": "KeysAhead",
   "source_url": "",
   "observed_at": "2026-08-23",
   "fixture": false
  },
  {
   "id": "fresno-ca:ca_salesperson",
   "kind": "aggregate",
   "entity": "fresno-ca",
   "attribute": "California DRE records held under a salesperson license",
   "scenario": null,
   "value": "91",
   "number": 91,
   "unit": "records",
   "scope": "fresno-ca",
   "input_price_scope": null,
   "scenario_scope": null,
   "formula": null,
   "expression": null,
   "source_owner": "KeysAhead",
   "source_url": "",
   "observed_at": "2026-08-23",
   "fixture": false
  },
  {
   "id": "fresno-ca:ca_officer",
   "kind": "aggregate",
   "entity": "fresno-ca",
   "attribute": "California DRE records held as a corporation officer",
   "scenario": null,
   "value": "57",
   "number": 57,
   "unit": "records",
   "scope": "fresno-ca",
   "input_price_scope": null,
   "scenario_scope": null,
   "formula": null,
   "expression": null,
   "source_owner": "KeysAhead",
   "source_url": "",
   "observed_at": "2026-08-23",
   "fixture": false
  },
  {
   "id": "fresno-ca:active_from_ca",
   "kind": "aggregate",
   "entity": "fresno-ca",
   "attribute": "Active records from the CA roster",
   "scenario": null,
   "value": "241",
   "number": 241,
   "unit": "records",
   "scope": "fresno-ca",
   "input_price_scope": null,
   "scenario_scope": null,
   "formula": null,
   "expression": null,
   "source_owner": "California DRE",
   "source_url": "https://www.dre.ca.gov/Licensees/ExamineeLicenseeListDataFiles.html",
   "observed_at": "2026-08-23",
   "fixture": false
  },
  {
   "id": "fresno-ca:active_from_fl",
   "kind": "aggregate",
   "entity": "fresno-ca",
   "attribute": "Active records from the FL roster",
   "scenario": null,
   "value": "17",
   "number": 17,
   "unit": "records",
   "scope": "fresno-ca",
   "input_price_scope": null,
   "scenario_scope": null,
   "formula": null,
   "expression": null,
   "source_owner": "Florida OFR",
   "source_url": "https://flofr.gov/education/public-information/registration-data-download",
   "observed_at": "2026-08-23",
   "fixture": false
  },
  {
   "id": "fresno-ca:active_from_co",
   "kind": "aggregate",
   "entity": "fresno-ca",
   "attribute": "Active records from the CO roster",
   "scenario": null,
   "value": "7",
   "number": 7,
   "unit": "records",
   "scope": "fresno-ca",
   "input_price_scope": null,
   "scenario_scope": null,
   "formula": null,
   "expression": null,
   "source_owner": "Colorado DORA, Division of Real Estate",
   "source_url": "https://apps2.colorado.gov/dre/licensing/lookup/generateroster.aspx",
   "observed_at": "2026-08-23",
   "fixture": false
  },
  {
   "id": "fresno-ca:active_from_mo",
   "kind": "aggregate",
   "entity": "fresno-ca",
   "attribute": "Active records from the MO roster",
   "scenario": null,
   "value": "1",
   "number": 1,
   "unit": "records",
   "scope": "fresno-ca",
   "input_price_scope": null,
   "scenario_scope": null,
   "formula": null,
   "expression": null,
   "source_owner": "Missouri Division of Finance",
   "source_url": "https://finance.mo.gov/licensee-search/bank-licensee-search",
   "observed_at": "2026-08-23",
   "fixture": false
  },
  {
   "id": "fresno-ca:share_top_companies",
   "kind": "derived",
   "entity": "fresno-ca",
   "attribute": "Share of company-naming records held by the 10 most-named companies",
   "scenario": null,
   "value": "53.8%",
   "number": 53.8,
   "unit": "percent",
   "scope": "fresno-ca",
   "input_price_scope": null,
   "scenario_scope": null,
   "formula": "top_companies_records / with_company",
   "expression": "49 / 91 = 53.8%",
   "source_owner": "KeysAhead",
   "source_url": "",
   "observed_at": "2026-08-23",
   "fixture": false
  },
  {
   "id": "fresno-ca:share_company_named",
   "kind": "derived",
   "entity": "fresno-ca",
   "attribute": "Share of active records that name a company",
   "scenario": null,
   "value": "34.2%",
   "number": 34.2,
   "unit": "percent",
   "scope": "fresno-ca",
   "input_price_scope": null,
   "scenario_scope": null,
   "formula": "with_company / active",
   "expression": "91 / 266 = 34.2%",
   "source_owner": "KeysAhead",
   "source_url": "",
   "observed_at": "2026-08-23",
   "fixture": false
  },
  {
   "id": "fresno-ca:share_new",
   "kind": "derived",
   "entity": "fresno-ca",
   "attribute": "Share of dated active records with a license year of 2025 or later",
   "scenario": null,
   "value": "41.7%",
   "number": 41.7,
   "unit": "percent",
   "scope": "fresno-ca",
   "input_price_scope": null,
   "scenario_scope": null,
   "formula": "new_licenses / with_year",
   "expression": "10 / 24 = 41.7%",
   "source_owner": "KeysAhead",
   "source_url": "",
   "observed_at": "2026-08-23",
   "fixture": false
  }
 ]
}