{
 "slug": "auto-repair-jobs",
 "title": "Auto Repair Jobs, De-identified",
 "rows": 2632,
 "sample_rows": 57,
 "months": [
  "2025-08",
  "2026-10"
 ],
 "min_group": 15,
 "outcomes": {
  "completed": 1749,
  "cancelled": 484,
  "estimate not booked": 399
 },
 "by_job_type": [
  {
   "job_type": "Diagnostic only",
   "jobs": 694,
   "completed": 485,
   "completed_share": 0.699,
   "median_paid": 150.0,
   "paid_jobs": 296,
   "median_labor_hours": 1.0
  },
  {
   "job_type": "Pre-purchase inspection",
   "jobs": 340,
   "completed": 88,
   "completed_share": 0.259,
   "median_paid": 225.0,
   "paid_jobs": 54,
   "median_labor_hours": 1.0
  },
  {
   "job_type": "Other repair",
   "jobs": 297,
   "completed": 248,
   "completed_share": 0.835,
   "median_paid": 250.0,
   "paid_jobs": 110,
   "median_labor_hours": 1.0
  },
  {
   "job_type": "Brake service",
   "jobs": 199,
   "completed": 140,
   "completed_share": 0.704,
   "median_paid": 315.5,
   "paid_jobs": 82,
   "median_labor_hours": null
  },
  {
   "job_type": "Battery replacement",
   "jobs": 126,
   "completed": 86,
   "completed_share": 0.683,
   "median_paid": 259.98,
   "paid_jobs": 49,
   "median_labor_hours": null
  },
  {
   "job_type": "Fuel system repair",
   "jobs": 70,
   "completed": 57,
   "completed_share": 0.814,
   "median_paid": 285.0,
   "paid_jobs": 33,
   "median_labor_hours": null
  },
  {
   "job_type": "Starter replacement",
   "jobs": 68,
   "completed": 50,
   "completed_share": 0.735,
   "median_paid": 415.0,
   "paid_jobs": 29,
   "median_labor_hours": null
  },
  {
   "job_type": "Cooling system repair",
   "jobs": 66,
   "completed": 35,
   "completed_share": 0.53,
   "median_paid": null,
   "paid_jobs": 14,
   "median_labor_hours": null
  },
  {
   "job_type": "Sensor replacement",
   "jobs": 62,
   "completed": 52,
   "completed_share": 0.839,
   "median_paid": 150.0,
   "paid_jobs": 34,
   "median_labor_hours": null
  },
  {
   "job_type": "Alternator replacement",
   "jobs": 62,
   "completed": 50,
   "completed_share": 0.806,
   "median_paid": 507.5,
   "paid_jobs": 22,
   "median_labor_hours": null
  },
  {
   "job_type": "Spark plugs and ignition",
   "jobs": 61,
   "completed": 49,
   "completed_share": 0.803,
   "median_paid": 250.0,
   "paid_jobs": 31,
   "median_labor_hours": null
  },
  {
   "job_type": "Oil change",
   "jobs": 58,
   "completed": 34,
   "completed_share": 0.586,
   "median_paid": 138.43,
   "paid_jobs": 25,
   "median_labor_hours": null
  },
  {
   "job_type": "Gasket and leak repair",
   "jobs": 52,
   "completed": 34,
   "completed_share": 0.654,
   "median_paid": 355.0,
   "paid_jobs": 18,
   "median_labor_hours": null
  },
  {
   "job_type": "Transmission and clutch",
   "jobs": 49,
   "completed": 42,
   "completed_share": 0.857,
   "median_paid": 955.41,
   "paid_jobs": 24,
   "median_labor_hours": null
  },
  {
   "job_type": "Suspension repair",
   "jobs": 48,
   "completed": 31,
   "completed_share": 0.646,
   "median_paid": 330.0,
   "paid_jobs": 17,
   "median_labor_hours": null
  },
  {
   "job_type": "Electrical repair",
   "jobs": 43,
   "completed": 27,
   "completed_share": 0.628,
   "median_paid": null,
   "paid_jobs": 12,
   "median_labor_hours": null
  },
  {
   "job_type": "Radiator replacement",
   "jobs": 38,
   "completed": 26,
   "completed_share": 0.684,
   "median_paid": 609.25,
   "paid_jobs": 16,
   "median_labor_hours": null
  },
  {
   "job_type": "Tires and wheels",
   "jobs": 36,
   "completed": 24,
   "completed_share": 0.667,
   "median_paid": 175.0,
   "paid_jobs": 17,
   "median_labor_hours": null
  },
  {
   "job_type": "No-start service call",
   "jobs": 32,
   "completed": 27,
   "completed_share": 0.844,
   "median_paid": null,
   "paid_jobs": 14,
   "median_labor_hours": null
  },
  {
   "job_type": "Belt and pulley replacement",
   "jobs": 32,
   "completed": 28,
   "completed_share": 0.875,
   "median_paid": null,
   "paid_jobs": 14,
   "median_labor_hours": null
  },
  {
   "job_type": "Water pump replacement",
   "jobs": 31,
   "completed": 21,
   "completed_share": 0.677,
   "median_paid": null,
   "paid_jobs": 13,
   "median_labor_hours": null
  },
  {
   "job_type": "A/C and heating repair",
   "jobs": 29,
   "completed": 23,
   "completed_share": 0.793,
   "median_paid": null,
   "paid_jobs": 14,
   "median_labor_hours": null
  },
  {
   "job_type": "Axle and wheel bearing",
   "jobs": 29,
   "completed": 20,
   "completed_share": 0.69,
   "median_paid": null,
   "paid_jobs": 10,
   "median_labor_hours": null
  },
  {
   "job_type": "Thermostat replacement",
   "jobs": 25,
   "completed": 17,
   "completed_share": 0.68,
   "median_paid": null,
   "paid_jobs": 13,
   "median_labor_hours": null
  },
  {
   "job_type": "Engine replacement",
   "jobs": 22,
   "completed": 17,
   "completed_share": 0.773,
   "median_paid": null,
   "paid_jobs": 12,
   "median_labor_hours": null
  }
 ],
 "by_repair_category": [
  {
   "repair_category": "Diagnostics",
   "jobs": 733,
   "completed": 516,
   "completed_share": 0.704,
   "median_paid": 150.0,
   "paid_jobs": 313,
   "median_labor_hours": 1.0
  },
  {
   "repair_category": "Inspection",
   "jobs": 340,
   "completed": 88,
   "completed_share": 0.259,
   "median_paid": 225.0,
   "paid_jobs": 54,
   "median_labor_hours": 1.0
  },
  {
   "repair_category": "Other",
   "jobs": 297,
   "completed": 248,
   "completed_share": 0.835,
   "median_paid": 250.0,
   "paid_jobs": 110,
   "median_labor_hours": 1.0
  },
  {
   "repair_category": "Starting and charging",
   "jobs": 256,
   "completed": 186,
   "completed_share": 0.727,
   "median_paid": 318.65,
   "paid_jobs": 100,
   "median_labor_hours": 1.0
  },
  {
   "repair_category": "Brakes",
   "jobs": 199,
   "completed": 140,
   "completed_share": 0.704,
   "median_paid": 315.5,
   "paid_jobs": 82,
   "median_labor_hours": null
  },
  {
   "repair_category": "Engine performance",
   "jobs": 193,
   "completed": 158,
   "completed_share": 0.819,
   "median_paid": 219.5,
   "paid_jobs": 98,
   "median_labor_hours": 1.0
  },
  {
   "repair_category": "Cooling system",
   "jobs": 160,
   "completed": 99,
   "completed_share": 0.619,
   "median_paid": 387.5,
   "paid_jobs": 56,
   "median_labor_hours": null
  },
  {
   "repair_category": "Engine mechanical",
   "jobs": 125,
   "completed": 88,
   "completed_share": 0.704,
   "median_paid": 400.0,
   "paid_jobs": 51,
   "median_labor_hours": null
  },
  {
   "repair_category": "Drivetrain",
   "jobs": 78,
   "completed": 62,
   "completed_share": 0.795,
   "median_paid": 657.25,
   "paid_jobs": 34,
   "median_labor_hours": null
  },
  {
   "repair_category": "Maintenance",
   "jobs": 69,
   "completed": 42,
   "completed_share": 0.609,
   "median_paid": 150.0,
   "paid_jobs": 29,
   "median_labor_hours": null
  },
  {
   "repair_category": "Steering and suspension",
   "jobs": 60,
   "completed": 40,
   "completed_share": 0.667,
   "median_paid": 300.0,
   "paid_jobs": 21,
   "median_labor_hours": null
  },
  {
   "repair_category": "Electrical",
   "jobs": 43,
   "completed": 27,
   "completed_share": 0.628,
   "median_paid": null,
   "paid_jobs": 12,
   "median_labor_hours": null
  },
  {
   "repair_category": "Tires and wheels",
   "jobs": 36,
   "completed": 24,
   "completed_share": 0.667,
   "median_paid": 175.0,
   "paid_jobs": 17,
   "median_labor_hours": null
  },
  {
   "repair_category": "Heating and A/C",
   "jobs": 29,
   "completed": 23,
   "completed_share": 0.793,
   "median_paid": null,
   "paid_jobs": 14,
   "median_labor_hours": null
  }
 ],
 "by_make": [
  {
   "make": "Ford",
   "jobs": 202,
   "completed": 119,
   "completed_share": 0.589,
   "median_paid": 225.0,
   "paid_jobs": 78,
   "median_labor_hours": 1.0
  },
  {
   "make": "Chevrolet",
   "jobs": 171,
   "completed": 81,
   "completed_share": 0.474,
   "median_paid": 150.0,
   "paid_jobs": 62,
   "median_labor_hours": 1.0
  },
  {
   "make": "Toyota",
   "jobs": 171,
   "completed": 87,
   "completed_share": 0.509,
   "median_paid": 175.0,
   "paid_jobs": 59,
   "median_labor_hours": 1.0
  },
  {
   "make": "Honda",
   "jobs": 132,
   "completed": 74,
   "completed_share": 0.561,
   "median_paid": 150.0,
   "paid_jobs": 59,
   "median_labor_hours": 1.0
  },
  {
   "make": "Nissan",
   "jobs": 87,
   "completed": 37,
   "completed_share": 0.425,
   "median_paid": 169.52,
   "paid_jobs": 27,
   "median_labor_hours": 1.0
  },
  {
   "make": "Dodge",
   "jobs": 80,
   "completed": 35,
   "completed_share": 0.438,
   "median_paid": 267.49,
   "paid_jobs": 28,
   "median_labor_hours": 1.0
  },
  {
   "make": "Hyundai",
   "jobs": 63,
   "completed": 35,
   "completed_share": 0.556,
   "median_paid": 225.0,
   "paid_jobs": 23,
   "median_labor_hours": null
  },
  {
   "make": "Kia",
   "jobs": 61,
   "completed": 37,
   "completed_share": 0.607,
   "median_paid": 195.0,
   "paid_jobs": 23,
   "median_labor_hours": null
  },
  {
   "make": "BMW",
   "jobs": 47,
   "completed": 24,
   "completed_share": 0.511,
   "median_paid": 200.0,
   "paid_jobs": 19,
   "median_labor_hours": null
  },
  {
   "make": "Jeep",
   "jobs": 35,
   "completed": 23,
   "completed_share": 0.657,
   "median_paid": 225.0,
   "paid_jobs": 17,
   "median_labor_hours": null
  },
  {
   "make": "GMC",
   "jobs": 31,
   "completed": 22,
   "completed_share": 0.71,
   "median_paid": 251.5,
   "paid_jobs": 16,
   "median_labor_hours": null
  },
  {
   "make": "Mazda",
   "jobs": 31,
   "completed": 21,
   "completed_share": 0.677,
   "median_paid": null,
   "paid_jobs": 14,
   "median_labor_hours": null
  },
  {
   "make": "Mercedes-Benz",
   "jobs": 30,
   "completed": 14,
   "completed_share": 0.467,
   "median_paid": null,
   "paid_jobs": 11,
   "median_labor_hours": null
  },
  {
   "make": "Lexus",
   "jobs": 29,
   "completed": 16,
   "completed_share": 0.552,
   "median_paid": null,
   "paid_jobs": 7,
   "median_labor_hours": null
  },
  {
   "make": "Subaru",
   "jobs": 28,
   "completed": 23,
   "completed_share": 0.821,
   "median_paid": null,
   "paid_jobs": 9,
   "median_labor_hours": null
  },
  {
   "make": "Audi",
   "jobs": 24,
   "completed": 12,
   "completed_share": 0.5,
   "median_paid": null,
   "paid_jobs": 7,
   "median_labor_hours": null
  },
  {
   "make": "Volkswagen",
   "jobs": 19,
   "completed": 9,
   "completed_share": 0.474,
   "median_paid": null,
   "paid_jobs": 7,
   "median_labor_hours": null
  },
  {
   "make": "Chrysler",
   "jobs": 18,
   "completed": 12,
   "completed_share": 0.667,
   "median_paid": null,
   "paid_jobs": 6,
   "median_labor_hours": null
  },
  {
   "make": "Cadillac",
   "jobs": 15,
   "completed": 7,
   "completed_share": 0.467,
   "median_paid": null,
   "paid_jobs": 6,
   "median_labor_hours": null
  },
  {
   "make": "Infiniti",
   "jobs": 15,
   "completed": 4,
   "completed_share": 0.267,
   "median_paid": null,
   "paid_jobs": 2,
   "median_labor_hours": null
  }
 ],
 "by_city": [
  {
   "city": "Hemet, CA",
   "jobs": 496,
   "completed": 482,
   "completed_share": 0.972,
   "median_paid": 150.0,
   "paid_jobs": 270,
   "median_labor_hours": null
  },
  {
   "city": "Riverside, CA",
   "jobs": 373,
   "completed": 356,
   "completed_share": 0.954,
   "median_paid": 175.0,
   "paid_jobs": 172,
   "median_labor_hours": 1.0
  },
  {
   "city": "San Jacinto, CA",
   "jobs": 349,
   "completed": 290,
   "completed_share": 0.831,
   "median_paid": 400.0,
   "paid_jobs": 161,
   "median_labor_hours": 1.0
  },
  {
   "city": "Moreno Valley, CA",
   "jobs": 73,
   "completed": 70,
   "completed_share": 0.959,
   "median_paid": 225.0,
   "paid_jobs": 35,
   "median_labor_hours": null
  },
  {
   "city": "Corona, CA",
   "jobs": 30,
   "completed": 25,
   "completed_share": 0.833,
   "median_paid": null,
   "paid_jobs": 12,
   "median_labor_hours": null
  },
  {
   "city": "Menifee, CA",
   "jobs": 29,
   "completed": 29,
   "completed_share": 1.0,
   "median_paid": null,
   "paid_jobs": 13,
   "median_labor_hours": null
  },
  {
   "city": "Perris, CA",
   "jobs": 28,
   "completed": 28,
   "completed_share": 1.0,
   "median_paid": null,
   "paid_jobs": 9,
   "median_labor_hours": null
  },
  {
   "city": "Murrieta, CA",
   "jobs": 23,
   "completed": 21,
   "completed_share": 0.913,
   "median_paid": null,
   "paid_jobs": 9,
   "median_labor_hours": null
  },
  {
   "city": "Beaumont, CA",
   "jobs": 16,
   "completed": 14,
   "completed_share": 0.875,
   "median_paid": null,
   "paid_jobs": 8,
   "median_labor_hours": null
  }
 ],
 "by_service_setting": [
  {
   "service_setting": "mobile",
   "jobs": 1972,
   "completed": 1598,
   "completed_share": 0.81,
   "median_paid": 200.0,
   "paid_jobs": 874,
   "median_labor_hours": 1.0
  },
  {
   "service_setting": "shop",
   "jobs": 121,
   "completed": 73,
   "completed_share": 0.603,
   "median_paid": 511.0,
   "paid_jobs": 51,
   "median_labor_hours": 1.5
  }
 ],
 "by_month": [
  {
   "month": "2025-08",
   "jobs": 36
  },
  {
   "month": "2025-09",
   "jobs": 44
  },
  {
   "month": "2025-10",
   "jobs": 93
  },
  {
   "month": "2025-11",
   "jobs": 130
  },
  {
   "month": "2025-12",
   "jobs": 132
  },
  {
   "month": "2026-01",
   "jobs": 108
  },
  {
   "month": "2026-02",
   "jobs": 98
  },
  {
   "month": "2026-03",
   "jobs": 103
  },
  {
   "month": "2026-04",
   "jobs": 105
  },
  {
   "month": "2026-05",
   "jobs": 116
  },
  {
   "month": "2026-06",
   "jobs": 146
  },
  {
   "month": "2026-07",
   "jobs": 119
  },
  {
   "month": "2026-08",
   "jobs": 219
  },
  {
   "month": "2026-09",
   "jobs": 439
  },
  {
   "month": "2026-10",
   "jobs": 647
  }
 ],
 "job_type_by_make_by_state": [
  {
   "job_type": "Diagnostic only",
   "make": "Chevrolet",
   "state": "CA",
   "jobs": 33
  },
  {
   "job_type": "Diagnostic only",
   "make": "Ford",
   "state": "CA",
   "jobs": 30
  },
  {
   "job_type": "Diagnostic only",
   "make": "Honda",
   "state": "CA",
   "jobs": 25
  },
  {
   "job_type": "Diagnostic only",
   "make": "Toyota",
   "state": "CA",
   "jobs": 20
  },
  {
   "job_type": "Other repair",
   "make": "Ford",
   "state": "CA",
   "jobs": 20
  }
 ]
}