{
 "name": "Mortgage license figures for Tampa, FL",
 "page": "https://keysahead.com/loan-officers/tampa-fl/",
 "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": "tampa-fl:records",
   "kind": "aggregate",
   "entity": "tampa-fl",
   "attribute": "License records with a business address in the metro",
   "scenario": null,
   "value": "4364",
   "number": 4364,
   "unit": "records",
   "scope": "tampa-fl",
   "input_price_scope": null,
   "scenario_scope": null,
   "formula": null,
   "expression": null,
   "source_owner": "KeysAhead",
   "source_url": "",
   "observed_at": "2026-08-23",
   "fixture": false
  },
  {
   "id": "tampa-fl:active",
   "kind": "aggregate",
   "entity": "tampa-fl",
   "attribute": "Active license records",
   "scenario": null,
   "value": "2078",
   "number": 2078,
   "unit": "records",
   "scope": "tampa-fl",
   "input_price_scope": null,
   "scenario_scope": null,
   "formula": null,
   "expression": null,
   "source_owner": "KeysAhead",
   "source_url": "",
   "observed_at": "2026-08-23",
   "fixture": false
  },
  {
   "id": "tampa-fl:inactive",
   "kind": "aggregate",
   "entity": "tampa-fl",
   "attribute": "Inactive or expired records still on file",
   "scenario": null,
   "value": "2286",
   "number": 2286,
   "unit": "records",
   "scope": "tampa-fl",
   "input_price_scope": null,
   "scenario_scope": null,
   "formula": null,
   "expression": null,
   "source_owner": "KeysAhead",
   "source_url": "",
   "observed_at": "2026-08-23",
   "fixture": false
  },
  {
   "id": "tampa-fl:people",
   "kind": "aggregate",
   "entity": "tampa-fl",
   "attribute": "Distinct people with an active record (by NMLS ID)",
   "scenario": null,
   "value": "1926",
   "number": 1926,
   "unit": "people",
   "scope": "tampa-fl",
   "input_price_scope": null,
   "scenario_scope": null,
   "formula": null,
   "expression": null,
   "source_owner": "KeysAhead",
   "source_url": "",
   "observed_at": "2026-08-23",
   "fixture": false
  },
  {
   "id": "tampa-fl:with_company",
   "kind": "aggregate",
   "entity": "tampa-fl",
   "attribute": "Active records that name a company",
   "scenario": null,
   "value": "5",
   "number": 5,
   "unit": "records",
   "scope": "tampa-fl",
   "input_price_scope": null,
   "scenario_scope": null,
   "formula": null,
   "expression": null,
   "source_owner": "KeysAhead",
   "source_url": "",
   "observed_at": "2026-08-23",
   "fixture": false
  },
  {
   "id": "tampa-fl:companies",
   "kind": "aggregate",
   "entity": "tampa-fl",
   "attribute": "Distinct companies named on active records",
   "scenario": null,
   "value": "5",
   "number": 5,
   "unit": "companies",
   "scope": "tampa-fl",
   "input_price_scope": null,
   "scenario_scope": null,
   "formula": null,
   "expression": null,
   "source_owner": "KeysAhead",
   "source_url": "",
   "observed_at": "2026-08-23",
   "fixture": false
  },
  {
   "id": "tampa-fl:with_year",
   "kind": "aggregate",
   "entity": "tampa-fl",
   "attribute": "Active records with a license year on the roster",
   "scenario": null,
   "value": "1950",
   "number": 1950,
   "unit": "records",
   "scope": "tampa-fl",
   "input_price_scope": null,
   "scenario_scope": null,
   "formula": null,
   "expression": null,
   "source_owner": "KeysAhead",
   "source_url": "",
   "observed_at": "2026-08-23",
   "fixture": false
  },
  {
   "id": "tampa-fl:new_licenses",
   "kind": "aggregate",
   "entity": "tampa-fl",
   "attribute": "Active records with a license year of 2025 or later",
   "scenario": null,
   "value": "399",
   "number": 399,
   "unit": "records",
   "scope": "tampa-fl",
   "input_price_scope": null,
   "scenario_scope": null,
   "formula": null,
   "expression": null,
   "source_owner": "KeysAhead",
   "source_url": "",
   "observed_at": "2026-08-23",
   "fixture": false
  },
  {
   "id": "tampa-fl:hmda_lenders",
   "kind": "aggregate",
   "entity": "tampa-fl",
   "attribute": "Lenders shown from HMDA (largest by home-loan originations)",
   "scenario": null,
   "value": "0",
   "number": 0,
   "unit": "lenders",
   "scope": "tampa-fl",
   "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": "tampa-fl:hmda_loans",
   "kind": "aggregate",
   "entity": "tampa-fl",
   "attribute": "Home loans originated by the lenders shown (HMDA)",
   "scenario": null,
   "value": "0",
   "number": 0,
   "unit": "loans",
   "scope": "tampa-fl",
   "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": "tampa-fl:active_from_fl",
   "kind": "aggregate",
   "entity": "tampa-fl",
   "attribute": "Active records from the FL roster",
   "scenario": null,
   "value": "1832",
   "number": 1832,
   "unit": "records",
   "scope": "tampa-fl",
   "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": "tampa-fl:active_from_co",
   "kind": "aggregate",
   "entity": "tampa-fl",
   "attribute": "Active records from the CO roster",
   "scenario": null,
   "value": "118",
   "number": 118,
   "unit": "records",
   "scope": "tampa-fl",
   "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": "tampa-fl:active_from_mo",
   "kind": "aggregate",
   "entity": "tampa-fl",
   "attribute": "Active records from the MO roster",
   "scenario": null,
   "value": "75",
   "number": 75,
   "unit": "records",
   "scope": "tampa-fl",
   "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": "tampa-fl:active_from_pa",
   "kind": "aggregate",
   "entity": "tampa-fl",
   "attribute": "Active records from the PA roster",
   "scenario": null,
   "value": "45",
   "number": 45,
   "unit": "records",
   "scope": "tampa-fl",
   "input_price_scope": null,
   "scenario_scope": null,
   "formula": null,
   "expression": null,
   "source_owner": "Pennsylvania DoBS (data.pa.gov)",
   "source_url": "https://data.pa.gov/Government-Efficiency-Citizen-Engagement/Non-Depository-Licensee-Information-Current-Bankin/tyxc-jyug",
   "observed_at": "2026-08-23",
   "fixture": false
  },
  {
   "id": "tampa-fl:active_from_ca",
   "kind": "aggregate",
   "entity": "tampa-fl",
   "attribute": "Active records from the CA roster",
   "scenario": null,
   "value": "8",
   "number": 8,
   "unit": "records",
   "scope": "tampa-fl",
   "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": "tampa-fl:share_company_named",
   "kind": "derived",
   "entity": "tampa-fl",
   "attribute": "Share of active records that name a company",
   "scenario": null,
   "value": "0.2%",
   "number": 0.2,
   "unit": "percent",
   "scope": "tampa-fl",
   "input_price_scope": null,
   "scenario_scope": null,
   "formula": "with_company / active",
   "expression": "5 / 2078 = 0.2%",
   "source_owner": "KeysAhead",
   "source_url": "",
   "observed_at": "2026-08-23",
   "fixture": false
  },
  {
   "id": "tampa-fl:share_new",
   "kind": "derived",
   "entity": "tampa-fl",
   "attribute": "Share of dated active records with a license year of 2025 or later",
   "scenario": null,
   "value": "20.5%",
   "number": 20.5,
   "unit": "percent",
   "scope": "tampa-fl",
   "input_price_scope": null,
   "scenario_scope": null,
   "formula": "new_licenses / with_year",
   "expression": "399 / 1950 = 20.5%",
   "source_owner": "KeysAhead",
   "source_url": "",
   "observed_at": "2026-08-23",
   "fixture": false
  }
 ]
}