{
 "site": "Data for Trades",
 "updated": "2026-10-31",
 "sample_share": 0.05,
 "removed_fields": [
  "phone",
  "street address",
  "zip",
  "coordinates",
  "email",
  "place id",
  "personal names"
 ],
 "datasets": [
  {
   "slug": "pest-control-companies",
   "title": "Pest Control Companies",
   "industry": "Pest Control",
   "area": "California, Ohio",
   "source": "pestrated.com directory checks",
   "source_url": "https://pestrated.com/",
   "description": "Pest control companies with the pests each one treats, organic or extermination, state license match, verified flag and public rating.",
   "full_rows": 3852,
   "sample_rows": 182,
   "fields": [
    "company",
    "city",
    "state",
    "pests_treated",
    "pests_source",
    "method",
    "method_signals",
    "method_evidence",
    "license_match",
    "license_authority",
    "license_status",
    "verified",
    "verified_by",
    "rating",
    "review_count",
    "residential",
    "commercial",
    "checked"
   ],
   "updated": "2026-10-31",
   "sample_csv": "/samples/pest-control-companies.csv",
   "sample_json": "/samples/pest-control-companies.json",
   "page": "/data/pest-control-companies/"
  },
  {
   "slug": "pest-control-license-lists",
   "title": "State Pest Control License Lists",
   "industry": "Pest Control",
   "area": "15 states",
   "source": "State agriculture and environment agencies",
   "source_url": "https://pestrated.com/",
   "description": "Official state lists of licensed pest control businesses, joined into one file with license type, status, expiration and the agency that issued it.",
   "full_rows": 13731,
   "sample_rows": 665,
   "fields": [
    "business",
    "dba",
    "license_number",
    "license_type",
    "status",
    "expires",
    "city",
    "business_state",
    "list_state",
    "agency",
    "fetched"
   ],
   "updated": "2026-10-31",
   "sample_csv": "/samples/pest-control-license-lists.csv",
   "sample_json": "/samples/pest-control-license-lists.json",
   "page": "/data/pest-control-license-lists/"
  },
  {
   "slug": "auto-repair-jobs",
   "title": "Auto Repair Jobs, De-identified",
   "industry": "Auto",
   "area": "Riverside County, California",
   "source": "Supercanic and Shop Desk auto repair shops",
   "source_url": "https://supercanic.com/",
   "description": "Real auto repair jobs, one row per job. Vehicle, job type, parts, labor and paid totals, city and month. Names, phones, emails, addresses, plates, payments, staff, shop names, photos and notes removed.",
   "full_rows": 2632,
   "sample_rows": 57,
   "fields": [
    "job_ref",
    "vin11",
    "model_year",
    "make",
    "model",
    "trim",
    "engine",
    "vehicle_source",
    "mileage_band",
    "job_type",
    "repair_category",
    "parts_cost",
    "labor_cost",
    "other_fees",
    "total_paid",
    "labor_hours",
    "city",
    "state",
    "zip3",
    "month",
    "service_setting",
    "outcome"
   ],
   "updated": "2026-10-31",
   "sample_csv": "/samples/auto-repair-jobs.csv",
   "sample_json": "/samples/auto-repair-jobs.json",
   "page": "/data/auto-repair-jobs/"
  },
  {
   "slug": "california-contractor-licenses",
   "title": "California Contractor Licenses",
   "industry": "Contractors",
   "area": "California",
   "source": "California Contractors State License Board",
   "source_url": "https://www.cslb.ca.gov/",
   "description": "Every license on the CSLB master file with business type, status, license classes, issue and expiration dates, workers comp coverage and bond amount.",
   "full_rows": 244380,
   "sample_rows": 12370,
   "fields": [
    "business",
    "license",
    "type",
    "city",
    "county",
    "state",
    "status",
    "classes",
    "issued",
    "expires",
    "workers_comp",
    "bond_amount"
   ],
   "updated": "2026-10-30",
   "sample_csv": "/samples/california-contractor-licenses.csv",
   "sample_json": "/samples/california-contractor-licenses.json",
   "page": "/data/california-contractor-licenses/"
  },
  {
   "slug": "california-auto-repair-registrations",
   "title": "California Auto Repair Registrations",
   "industry": "Auto",
   "area": "California",
   "source": "California Bureau of Automotive Repair",
   "source_url": "https://www.bar.ca.gov/",
   "description": "Auto repair dealer registrations matched to shops, with registration number, first registered date and expiration.",
   "full_rows": 8431,
   "sample_rows": 433,
   "fields": [
    "business",
    "registration",
    "since",
    "expires"
   ],
   "updated": "2026-10-30",
   "sample_csv": "/samples/california-auto-repair-registrations.csv",
   "sample_json": "/samples/california-auto-repair-registrations.json",
   "page": "/data/california-auto-repair-registrations/"
  },
  {
   "slug": "california-bail-agents",
   "title": "California Bail Agent Licenses",
   "industry": "Bail and Legal",
   "area": "California",
   "source": "California Department of Insurance",
   "source_url": "https://interactive.web.insurance.ca.gov/",
   "description": "Licensed bail agents matched to the bail company they work under, by city and county.",
   "full_rows": 2217,
   "sample_rows": 113,
   "fields": [
    "license_type",
    "company",
    "company_license",
    "city",
    "county",
    "state"
   ],
   "updated": "2026-10-30",
   "sample_csv": "/samples/california-bail-agents.csv",
   "sample_json": "/samples/california-bail-agents.json",
   "page": "/data/california-bail-agents/"
  },
  {
   "slug": "health-center-sites",
   "title": "Community Health Center Sites",
   "industry": "Health",
   "area": "United States",
   "source": "HRSA Data Warehouse",
   "source_url": "https://data.hrsa.gov/",
   "description": "Every HRSA funded health center site with setting, site type, weekly hours, status and border county flag.",
   "full_rows": 19295,
   "sample_rows": 972,
   "fields": [
    "site",
    "health_center",
    "city",
    "county",
    "state",
    "setting",
    "site_type",
    "hours_per_week",
    "status",
    "border_county"
   ],
   "updated": "2026-10-30",
   "sample_csv": "/samples/health-center-sites.csv",
   "sample_json": "/samples/health-center-sites.json",
   "page": "/data/health-center-sites/"
  },
  {
   "slug": "dental-npi-records",
   "title": "Dental Provider NPI Records",
   "industry": "Health",
   "area": "United States",
   "source": "CMS NPPES NPI Registry",
   "source_url": "https://npiregistry.cms.hhs.gov/",
   "description": "Dental provider records from the national NPI registry with credential, taxonomy, city, state and status.",
   "full_rows": 19433,
   "sample_rows": 978,
   "fields": [
    "organization",
    "provider_kind",
    "credential",
    "taxonomy",
    "city",
    "state",
    "status"
   ],
   "updated": "2026-10-30",
   "sample_csv": "/samples/dental-npi-records.csv",
   "sample_json": "/samples/dental-npi-records.json",
   "page": "/data/dental-npi-records/"
  },
  {
   "slug": "women-owned-security-firms",
   "title": "Women Owned Security and Investigation Firms",
   "industry": "Business Services",
   "area": "United States",
   "source": "SBA Small Business Search",
   "source_url": "https://search.certifications.sba.gov/",
   "description": "Small businesses under NAICS 561611 and 561612 with legal structure, size, year established and SBA certifications.",
   "full_rows": 3703,
   "sample_rows": 191,
   "fields": [
    "business",
    "dba",
    "city",
    "county",
    "state",
    "naics",
    "legal_structure",
    "size",
    "year_established",
    "certifications"
   ],
   "updated": "2026-10-30",
   "sample_csv": "/samples/women-owned-security-firms.csv",
   "sample_json": "/samples/women-owned-security-firms.json",
   "page": "/data/women-owned-security-firms/"
  },
  {
   "slug": "septic-installers-ga-tn",
   "title": "Septic Installers in Georgia and Tennessee",
   "industry": "Home Services",
   "area": "Georgia and Tennessee",
   "source": "Georgia DPH and Tennessee TDEC rosters",
   "source_url": "https://dph.georgia.gov/",
   "description": "State certified septic installers by county.",
   "full_rows": 3057,
   "sample_rows": 157,
   "fields": [
    "business",
    "county",
    "state"
   ],
   "updated": "2026-10-30",
   "sample_csv": "/samples/septic-installers-ga-tn.csv",
   "sample_json": "/samples/septic-installers-ga-tn.json",
   "page": "/data/septic-installers-ga-tn/"
  },
  {
   "slug": "wages-by-job-california",
   "title": "Wages by Job and Area in California",
   "industry": "Cost and Wages",
   "area": "California",
   "source": "BLS Occupational Employment and Wage Statistics",
   "source_url": "https://www.bls.gov/oes/",
   "description": "Mean and median wages by occupation for every California metro area.",
   "full_rows": 24697,
   "sample_rows": 1222,
   "fields": [
    "place",
    "place_type",
    "measure",
    "value",
    "unit",
    "vintage",
    "source_url"
   ],
   "updated": "2026-10-30",
   "sample_csv": "/samples/wages-by-job-california.csv",
   "sample_json": "/samples/wages-by-job-california.json",
   "page": "/data/wages-by-job-california/"
  },
  {
   "slug": "fair-market-rents-california",
   "title": "Fair Market Rents in California",
   "industry": "Cost and Wages",
   "area": "California",
   "source": "HUD Fair Market Rents",
   "source_url": "https://www.huduser.gov/portal/datasets/fmr.html",
   "description": "HUD fair market rent by bedroom count for every California county and metro.",
   "full_rows": 13285,
   "sample_rows": 668,
   "fields": [
    "place",
    "place_type",
    "measure",
    "value",
    "unit",
    "vintage",
    "source_url"
   ],
   "updated": "2026-10-30",
   "sample_csv": "/samples/fair-market-rents-california.csv",
   "sample_json": "/samples/fair-market-rents-california.json",
   "page": "/data/fair-market-rents-california/"
  },
  {
   "slug": "child-care-cost-by-county",
   "title": "Child Care Cost by County",
   "industry": "Cost and Wages",
   "area": "United States",
   "source": "DOL National Database of Childcare Prices",
   "source_url": "https://www.dol.gov/agencies/wb/topics/featured-childcare",
   "description": "Median weekly child care price by age group and care type for each county and study year.",
   "full_rows": 11792,
   "sample_rows": 610,
   "fields": [
    "state_name",
    "county_name",
    "studyyear",
    "mhi",
    "totalpop",
    "mcinfant",
    "mctoddler",
    "mcpreschool",
    "mfccinfant",
    "mfcctoddler",
    "mfccpreschool"
   ],
   "updated": "2026-10-30",
   "sample_csv": "/samples/child-care-cost-by-county.csv",
   "sample_json": "/samples/child-care-cost-by-county.json",
   "page": "/data/child-care-cost-by-county/"
  },
  {
   "slug": "population-by-place",
   "title": "Population by Place",
   "industry": "Places",
   "area": "United States",
   "source": "US Census Bureau population estimates",
   "source_url": "https://www.census.gov/programs-surveys/popest.html",
   "description": "Population estimates for every US city, town and county subdivision for the last three years.",
   "full_rows": 81334,
   "sample_rows": 4132,
   "fields": [
    "place",
    "state",
    "summary_level",
    "popestimate2022",
    "popestimate2023",
    "popestimate2024"
   ],
   "updated": "2026-10-30",
   "sample_csv": "/samples/population-by-place.csv",
   "sample_json": "/samples/population-by-place.json",
   "page": "/data/population-by-place/"
  }
 ],
 "packs": [
  {
   "title": "Auto Repair Data Pack",
   "page": "/auto-repair-data/",
   "manifest": "/api/auto-repair-pack.json"
  }
 ]
}