{
  "_meta": {
    "title": "UK Van Scrap Report 2025 — vansold.co.uk",
    "data_window": "2023-01-01 to 2025-12-31",
    "source": "vansold.co.uk scrap network",
    "sample_definitions": {
      "vehicle_characteristics": "all LCV rows in window where field is populated; coverage='full' for MOT/weight/mileage cuts",
      "payouts": "confirmed-status rows only, price>0, in window",
      "rankings": "confirmed n>=20 (model) or n>=50 (make), highest-paying only"
    },
    "exclusions_applied": [
      "PII (vrm, postcode, quote_id) never exported",
      "Sensitive pricing fields (boost/retarget/accepted/base) never exported",
      "Internal IDs (entity_id, journey_entity_id, created_by) never exported",
      "Pre-2023 data excluded — early years reflect platform growth, not market",
      "2026 data excluded — partial year only (cuts off March)",
      "Lowest-paying make/region rankings not produced",
      "Conversion rate, funnel breakdown, status mix not exported"
    ],
    "totals": {
      "quote_requests_2023_2025": 54477,
      "confirmed_collections_2023_2025": 4209,
      "full_coverage_rows_2023_2025": 53107
    },
    "generated": "2026-05-07T19:34:12"
  },
  "headline_2025": {
    "quote_requests": 18060,
    "confirmed_collections": 1617,
    "median_payout_gbp": 235.0,
    "p25_payout_gbp": 182.0,
    "p75_payout_gbp": 310.0,
    "median_kerb_weight_kg": 1630.0,
    "median_odometer_miles": 150100.0,
    "median_age_years": 16,
    "mean_owners": 4.4,
    "mot_pass_pct": 92.6,
    "mot_fail_pct": 7.4,
    "mot_sample": 16548
  },
  "what_a_uk_scrap_van_looks_like": {
    "_window": "Pooled 2023–2025",
    "median_age_years": 16,
    "median_odometer_miles": 148019.0,
    "median_kerb_weight_kg": 1620.0,
    "median_owners_at_scrap": 4.0,
    "mean_owners_at_scrap": 4.3,
    "diesel_share_pct": 97.5,
    "petrol_share_pct": 1.8,
    "mot_pass_rate_pct": 91.8,
    "mot_fail_rate_pct": 8.2,
    "mot_sample_n": 52197
  },
  "pricing_2023_2025": {
    "_window": "Pooled 2023–2025, confirmed-only",
    "n": 4206,
    "median_payout_gbp": 254.0,
    "mean_payout_gbp": 325.4,
    "p25_gbp": 201.2,
    "p75_gbp": 362.0
  },
  "time_series": {
    "2023": {
      "quote_requests": 17093,
      "confirmed_collections": 1158,
      "median_payout_gbp": 327.0,
      "p25_payout_gbp": 250.0,
      "p75_payout_gbp": 406.8,
      "median_kerb_weight_kg": 1612.0,
      "median_odometer_miles": 147479.5,
      "median_age_years": 16,
      "mean_owners": 4.1,
      "mot_pass_pct": 91.3,
      "mot_fail_pct": 8.7,
      "mot_sample": 16689
    },
    "2024": {
      "quote_requests": 19324,
      "confirmed_collections": 1434,
      "median_payout_gbp": 230.0,
      "p25_payout_gbp": 194.0,
      "p75_payout_gbp": 340.0,
      "median_kerb_weight_kg": 1640.0,
      "median_odometer_miles": 146855.0,
      "median_age_years": 16,
      "mean_owners": 4.3,
      "mot_pass_pct": 91.7,
      "mot_fail_pct": 8.3,
      "mot_sample": 18960
    },
    "2025": {
      "quote_requests": 18060,
      "confirmed_collections": 1617,
      "median_payout_gbp": 235.0,
      "p25_payout_gbp": 182.0,
      "p75_payout_gbp": 310.0,
      "median_kerb_weight_kg": 1630.0,
      "median_odometer_miles": 150100.0,
      "median_age_years": 16,
      "mean_owners": 4.4,
      "mot_pass_pct": 92.6,
      "mot_fail_pct": 7.4,
      "mot_sample": 16548
    }
  },
  "top_makes_by_volume": [
    {
      "name": "FORD",
      "share_pct": 27.4,
      "count": 14944
    },
    {
      "name": "VAUXHALL",
      "share_pct": 19.5,
      "count": 10616
    },
    {
      "name": "CITROEN",
      "share_pct": 9.9,
      "count": 5395
    },
    {
      "name": "PEUGEOT",
      "share_pct": 8.3,
      "count": 4524
    },
    {
      "name": "RENAULT",
      "share_pct": 7.7,
      "count": 4197
    },
    {
      "name": "VOLKSWAGEN",
      "share_pct": 5.8,
      "count": 3160
    },
    {
      "name": "FIAT",
      "share_pct": 4.5,
      "count": 2435
    },
    {
      "name": "MERCEDES",
      "share_pct": 3.9,
      "count": 2128
    },
    {
      "name": "NISSAN",
      "share_pct": 3.5,
      "count": 1932
    },
    {
      "name": "MERCEDES-BENZ",
      "share_pct": 1.9,
      "count": 1048
    },
    {
      "name": "MITSUBISHI",
      "share_pct": 1.9,
      "count": 1041
    },
    {
      "name": "IVECO",
      "share_pct": 1.1,
      "count": 575
    },
    {
      "name": "LDV",
      "share_pct": 0.9,
      "count": 511
    },
    {
      "name": "TOYOTA",
      "share_pct": 0.8,
      "count": 463
    },
    {
      "name": "LAND ROVER",
      "share_pct": 0.7,
      "count": 405
    }
  ],
  "top_models_by_volume": [
    {
      "name": "FORD TRANSIT",
      "share_pct": 14.2,
      "count": 7744
    },
    {
      "name": "FORD TRANSIT CONNECT",
      "share_pct": 8.1,
      "count": 4411
    },
    {
      "name": "VAUXHALL VIVARO",
      "share_pct": 7.0,
      "count": 3834
    },
    {
      "name": "VAUXHALL COMBO",
      "share_pct": 6.8,
      "count": 3730
    },
    {
      "name": "RENAULT TRAFIC",
      "share_pct": 3.8,
      "count": 2057
    },
    {
      "name": "VAUXHALL ASTRA",
      "share_pct": 3.4,
      "count": 1849
    },
    {
      "name": "PEUGEOT PARTNER",
      "share_pct": 3.4,
      "count": 1833
    },
    {
      "name": "CITROEN BERLINGO VAN",
      "share_pct": 2.7,
      "count": 1464
    },
    {
      "name": "CITROEN BERLINGO",
      "share_pct": 2.4,
      "count": 1313
    },
    {
      "name": "VOLKSWAGEN CADDY",
      "share_pct": 2.3,
      "count": 1266
    },
    {
      "name": "MERCEDES VITO",
      "share_pct": 2.3,
      "count": 1231
    },
    {
      "name": "CITROEN DISPATCH",
      "share_pct": 2.1,
      "count": 1167
    },
    {
      "name": "RENAULT KANGOO",
      "share_pct": 2.0,
      "count": 1114
    },
    {
      "name": "PEUGEOT EXPERT",
      "share_pct": 1.9,
      "count": 1040
    },
    {
      "name": "FIAT DOBLO CARGO",
      "share_pct": 1.8,
      "count": 961
    },
    {
      "name": "VOLKSWAGEN TRANSPORTER",
      "share_pct": 1.7,
      "count": 933
    },
    {
      "name": "MITSUBISHI L200",
      "share_pct": 1.7,
      "count": 902
    },
    {
      "name": "PEUGEOT BIPPER",
      "share_pct": 1.6,
      "count": 863
    },
    {
      "name": "FORD RANGER",
      "share_pct": 1.6,
      "count": 859
    },
    {
      "name": "CITROEN RELAY",
      "share_pct": 1.6,
      "count": 848
    }
  ],
  "top_paying_makes": [
    {
      "make": "MITSUBISHI",
      "median_payout_gbp": 600.0,
      "p25_gbp": 410.0,
      "p75_gbp": 759.0,
      "n": 102
    },
    {
      "make": "MERCEDES-BENZ",
      "median_payout_gbp": 480.0,
      "p25_gbp": 327.0,
      "p75_gbp": 614.0,
      "n": 68
    },
    {
      "make": "NISSAN",
      "median_payout_gbp": 460.0,
      "p25_gbp": 282.0,
      "p75_gbp": 648.0,
      "n": 206
    },
    {
      "make": "VOLKSWAGEN",
      "median_payout_gbp": 336.0,
      "p25_gbp": 230.0,
      "p75_gbp": 494.0,
      "n": 221
    },
    {
      "make": "MERCEDES",
      "median_payout_gbp": 305.0,
      "p25_gbp": 252.0,
      "p75_gbp": 401.0,
      "n": 143
    },
    {
      "make": "RENAULT",
      "median_payout_gbp": 254.0,
      "p25_gbp": 187.0,
      "p75_gbp": 312.0,
      "n": 352
    },
    {
      "make": "FORD",
      "median_payout_gbp": 251.0,
      "p25_gbp": 213.0,
      "p75_gbp": 370.0,
      "n": 988
    },
    {
      "make": "FIAT",
      "median_payout_gbp": 247.0,
      "p25_gbp": 198.0,
      "p75_gbp": 346.0,
      "n": 214
    }
  ],
  "top_models_with_payouts": [
    {
      "model": "FORD TRANSIT",
      "confirmed_collections": 414,
      "median_payout_gbp": 282.0
    },
    {
      "model": "FORD TRANSIT CONNECT",
      "confirmed_collections": 372,
      "median_payout_gbp": 228.0
    },
    {
      "model": "VAUXHALL COMBO",
      "confirmed_collections": 317,
      "median_payout_gbp": 207.0
    },
    {
      "model": "VAUXHALL VIVARO",
      "confirmed_collections": 268,
      "median_payout_gbp": 258.0
    },
    {
      "model": "PEUGEOT PARTNER",
      "confirmed_collections": 177,
      "median_payout_gbp": 230.0
    },
    {
      "model": "VAUXHALL ASTRA",
      "confirmed_collections": 170,
      "median_payout_gbp": 220.0
    },
    {
      "model": "RENAULT TRAFIC",
      "confirmed_collections": 156,
      "median_payout_gbp": 275.0
    },
    {
      "model": "CITROEN BERLINGO VAN",
      "confirmed_collections": 142,
      "median_payout_gbp": 211.0
    },
    {
      "model": "VOLKSWAGEN CADDY",
      "confirmed_collections": 105,
      "median_payout_gbp": 270.0
    },
    {
      "model": "CITROEN BERLINGO",
      "confirmed_collections": 104,
      "median_payout_gbp": 216.0
    },
    {
      "model": "FIAT DOBLO CARGO",
      "confirmed_collections": 103,
      "median_payout_gbp": 222.0
    },
    {
      "model": "MERCEDES VITO",
      "confirmed_collections": 102,
      "median_payout_gbp": 296.0
    },
    {
      "model": "CITROEN DISPATCH",
      "confirmed_collections": 100,
      "median_payout_gbp": 230.0
    },
    {
      "model": "RENAULT KANGOO",
      "confirmed_collections": 99,
      "median_payout_gbp": 188.0
    },
    {
      "model": "MITSUBISHI L200",
      "confirmed_collections": 98,
      "median_payout_gbp": 600.0
    }
  ],
  "fuel_split_pct": {
    "DIESEL": 97.5,
    "PETROL": 1.8,
    "NULL": 0.4,
    "GAS BI-FUEL": 0.2,
    "ELECTRICITY": 0.1,
    "UNKNOWN": 0.0
  },
  "transmission_split_pct": {
    "MANUAL": 96.2,
    "AUTOMATIC": 2.0,
    "NULL": 1.3,
    "SEMI AUTO": 0.3,
    "SEMI-AUTOMATIC": 0.2
  },
  "body_style_split_pct": {
    "PANEL VAN": 80.3,
    "CAR DERIVED VAN": 9.5,
    "PICK UP": 4.4,
    "CHASSIS CAB": 3.8,
    "WINDOW VAN": 0.8,
    "MINIBUS": 0.6,
    "VAN DERIVED CAR": 0.2,
    "PLATFORM CAB": 0.2
  },
  "colour_split_pct": {
    "WHITE": 62.4,
    "SILVER": 12.2,
    "BLUE": 8.3,
    "RED": 5.4,
    "BLACK": 3.9,
    "GREY": 3.7,
    "GREEN": 1.2,
    "YELLOW": 1.1
  },
  "weight_band_payout": [
    {
      "band": "Under 1.3t",
      "n": 984,
      "median_payout_gbp": 204.0,
      "p25": 167.0,
      "p75": 266.0
    },
    {
      "band": "1.3 to 1.6t",
      "n": 1000,
      "median_payout_gbp": 230.0,
      "p25": 197.0,
      "p75": 341.0
    },
    {
      "band": "1.6 to 1.9t",
      "n": 1114,
      "median_payout_gbp": 285.0,
      "p25": 230.0,
      "p75": 428.0
    },
    {
      "band": "1.9 to 2.2t",
      "n": 467,
      "median_payout_gbp": 427.0,
      "p25": 303.0,
      "p75": 600.0
    },
    {
      "band": "2.2 to 2.6t",
      "n": 65,
      "median_payout_gbp": 456.0,
      "p25": 348.0,
      "p75": 606.0
    }
  ],
  "weight_price_pearson_r": 0.366,
  "mot_meta": {
    "vans_with_advisories": 41065,
    "vans_with_failures": 4250,
    "vans_in_full_coverage_window": 53107
  },
  "top_mot_advisory_categories": [
    {
      "category": "Brake component wear/corrosion",
      "vans_with_this": 17294,
      "share_of_van_mots_pct": 33.1
    },
    {
      "category": "Tyre wear or damage",
      "vans_with_this": 14810,
      "share_of_van_mots_pct": 28.4
    },
    {
      "category": "Oil leak",
      "vans_with_this": 12736,
      "share_of_van_mots_pct": 24.4
    },
    {
      "category": "Steering joint wear",
      "vans_with_this": 8219,
      "share_of_van_mots_pct": 15.7
    },
    {
      "category": "Other corrosion",
      "vans_with_this": 7351,
      "share_of_van_mots_pct": 14.1
    },
    {
      "category": "Registration plate fault",
      "vans_with_this": 6968,
      "share_of_van_mots_pct": 13.3
    },
    {
      "category": "Underbody / suspension corrosion",
      "vans_with_this": 5887,
      "share_of_van_mots_pct": 11.3
    },
    {
      "category": "Windscreen damage",
      "vans_with_this": 4975,
      "share_of_van_mots_pct": 9.5
    },
    {
      "category": "Lighting fault",
      "vans_with_this": 4823,
      "share_of_van_mots_pct": 9.2
    },
    {
      "category": "Exhaust system fault",
      "vans_with_this": 4161,
      "share_of_van_mots_pct": 8.0
    },
    {
      "category": "Drive shaft / CV joint",
      "vans_with_this": 2892,
      "share_of_van_mots_pct": 5.5
    },
    {
      "category": "Coil spring corroded or fractured",
      "vans_with_this": 2576,
      "share_of_van_mots_pct": 4.9
    },
    {
      "category": "Mirror / vision fault",
      "vans_with_this": 2017,
      "share_of_van_mots_pct": 3.9
    },
    {
      "category": "Wiper or washer fault",
      "vans_with_this": 1060,
      "share_of_van_mots_pct": 2.0
    },
    {
      "category": "Brake efficiency below requirement",
      "vans_with_this": 700,
      "share_of_van_mots_pct": 1.3
    }
  ],
  "top_mot_failure_categories": [
    {
      "category": "Lighting fault",
      "vans_with_this": 2295,
      "share_of_failed_vans_pct": 54.0
    },
    {
      "category": "Underbody / suspension corrosion",
      "vans_with_this": 2273,
      "share_of_failed_vans_pct": 53.5
    },
    {
      "category": "Steering joint wear",
      "vans_with_this": 1581,
      "share_of_failed_vans_pct": 37.2
    },
    {
      "category": "Other corrosion",
      "vans_with_this": 1424,
      "share_of_failed_vans_pct": 33.5
    },
    {
      "category": "Brake component wear/corrosion",
      "vans_with_this": 1306,
      "share_of_failed_vans_pct": 30.7
    },
    {
      "category": "Brake efficiency below requirement",
      "vans_with_this": 1120,
      "share_of_failed_vans_pct": 26.4
    },
    {
      "category": "Wiper or washer fault",
      "vans_with_this": 1113,
      "share_of_failed_vans_pct": 26.2
    },
    {
      "category": "Tyre wear or damage",
      "vans_with_this": 935,
      "share_of_failed_vans_pct": 22.0
    },
    {
      "category": "Emissions / lambda / cat",
      "vans_with_this": 768,
      "share_of_failed_vans_pct": 18.1
    },
    {
      "category": "Exhaust system fault",
      "vans_with_this": 702,
      "share_of_failed_vans_pct": 16.5
    },
    {
      "category": "Drive shaft / CV joint",
      "vans_with_this": 675,
      "share_of_failed_vans_pct": 15.9
    },
    {
      "category": "Registration plate fault",
      "vans_with_this": 628,
      "share_of_failed_vans_pct": 14.8
    },
    {
      "category": "Parking brake fault",
      "vans_with_this": 405,
      "share_of_failed_vans_pct": 9.5
    },
    {
      "category": "ABS warning",
      "vans_with_this": 398,
      "share_of_failed_vans_pct": 9.4
    },
    {
      "category": "Engine warning lamp / MIL",
      "vans_with_this": 326,
      "share_of_failed_vans_pct": 7.7
    }
  ],
  "top_mot_advisories_verbatim": [
    {
      "advisory": "Oil leak, but not excessive (8.4.1 (a) (i))",
      "count": 9512
    },
    {
      "advisory": "Nearside Front Tyre worn close to legal limit/worn on edge (5.2.3 (e))",
      "count": 3363
    },
    {
      "advisory": "Offside Front Tyre worn close to legal limit/worn on edge (5.2.3 (e))",
      "count": 3357
    },
    {
      "advisory": "Windscreen damaged but not adversely affecting driver's view (3.2 (a) (i))",
      "count": 2647
    },
    {
      "advisory": "Front Brake disc worn, pitted or scored, but not seriously weakened (1.1.14 (a) (ii))",
      "count": 2279
    },
    {
      "advisory": "Front Registration plate deteriorated but not likely to be misread (0.1 (b))",
      "count": 1927
    },
    {
      "advisory": "Nearside Rear Tyre worn close to legal limit/worn on edge (5.2.3 (e))",
      "count": 1859
    },
    {
      "advisory": "Offside Rear Brake pipe corroded, covered in grease or other material (1.1.11 (c))",
      "count": 1800
    },
    {
      "advisory": "Offside Rear Tyre worn close to legal limit/worn on edge (5.2.3 (e))",
      "count": 1782
    },
    {
      "advisory": "Offside Front Brake pipe corroded, covered in grease or other material (1.1.11 (c))",
      "count": 1738
    }
  ],
  "top_mot_failure_reasons_verbatim": [
    {
      "failure": "Parking brake efficiency below requirements (1.4.2 (a) (i))",
      "count": 657
    },
    {
      "failure": "Nearside Front Position lamp not working (4.2.1 (a) (ii))",
      "count": 369
    },
    {
      "failure": "Offside Front Position lamp not working (4.2.1 (a) (ii))",
      "count": 308
    },
    {
      "failure": "Parking brake efficiency less than 50% of the required value (1.4.2 (a) (ii))",
      "count": 282
    },
    {
      "failure": "Service brake efficiency below requirements (1.2.2 (a) (i))",
      "count": 249
    },
    {
      "failure": "Anti-lock braking system warning lamp indicates an ABS fault (1.6 (b))",
      "count": 240
    },
    {
      "failure": "Engine MIL inoperative or indicates a malfunction (8.2.2.2 (g))",
      "count": 232
    },
    {
      "failure": "Registration plate lamp inoperative in the case of a single lamp or all lamps (4.7.1 (b) (ii))",
      "count": 214
    },
    {
      "failure": "Horn not working (7.7 (a))",
      "count": 205
    },
    {
      "failure": "Rear Brakes imbalanced across an axle  Axle 2 (1.2.1 (b) (i))",
      "count": 204
    }
  ],
  "region_distribution": [
    {
      "region": "North West",
      "share_pct": 13.9,
      "count": 7502
    },
    {
      "region": "South West",
      "share_pct": 13.3,
      "count": 7177
    },
    {
      "region": "Yorkshire and the Humber",
      "share_pct": 12.2,
      "count": 6622
    },
    {
      "region": "West Midlands",
      "share_pct": 10.7,
      "count": 5793
    },
    {
      "region": "East Midlands",
      "share_pct": 9.6,
      "count": 5210
    },
    {
      "region": "East of England",
      "share_pct": 8.7,
      "count": 4721
    },
    {
      "region": "South East",
      "share_pct": 8.3,
      "count": 4518
    },
    {
      "region": "London",
      "share_pct": 8.2,
      "count": 4441
    },
    {
      "region": "Scotland",
      "share_pct": 6.1,
      "count": 3296
    },
    {
      "region": "Wales",
      "share_pct": 5.1,
      "count": 2784
    },
    {
      "region": "North East",
      "share_pct": 3.4,
      "count": 1823
    },
    {
      "region": "Northern Ireland",
      "share_pct": 0.5,
      "count": 272
    }
  ],
  "time_to_collect": {
    "n": 4209,
    "median_days": 0.0,
    "mean_days": 0.7,
    "p25_days": 0.0,
    "p75_days": 0.21,
    "p90_days": 2.22,
    "p95_days": 4.26,
    "same_day_pct": 82.8,
    "within_2_days_pct": 88.6,
    "within_7_days_pct": 99.0,
    "within_30_days_pct": 99.9,
    "distribution": [
      {
        "band": "Same day (<24h)",
        "pct": 82.8
      },
      {
        "band": "Next day (1-2)",
        "pct": 5.8
      },
      {
        "band": "2 days",
        "pct": 3.4
      },
      {
        "band": "3-7 days",
        "pct": 6.9
      },
      {
        "band": "1-2 weeks",
        "pct": 0.8
      },
      {
        "band": "2-4 weeks",
        "pct": 0.2
      },
      {
        "band": "Over 30 days",
        "pct": 0.1
      }
    ]
  },
  "age_trend_by_year": {
    "2023": {
      "full_sample_n": 17061,
      "full_mean_years": 16.1,
      "full_median_years": 16,
      "confirmed_n": 1158,
      "confirmed_mean_years": 16.88,
      "confirmed_median_years": 17.0
    },
    "2024": {
      "full_sample_n": 19297,
      "full_mean_years": 15.97,
      "full_median_years": 16,
      "confirmed_n": 1434,
      "confirmed_mean_years": 15.9,
      "confirmed_median_years": 16.0
    },
    "2025": {
      "full_sample_n": 18053,
      "full_mean_years": 15.8,
      "full_median_years": 16,
      "confirmed_n": 1616,
      "confirmed_mean_years": 15.89,
      "confirmed_median_years": 16.0
    }
  },
  "seasonality_monthly": [
    {
      "month": "Jan",
      "avg_quotes_per_year": 1724.0,
      "vs_average_pct": 13.9,
      "avg_confirmed_per_year": 145
    },
    {
      "month": "Feb",
      "avg_quotes_per_year": 1580,
      "vs_average_pct": 4.4,
      "avg_confirmed_per_year": 145.0
    },
    {
      "month": "Mar",
      "avg_quotes_per_year": 1670.0,
      "vs_average_pct": 10.4,
      "avg_confirmed_per_year": 143.0
    },
    {
      "month": "Apr",
      "avg_quotes_per_year": 1544,
      "vs_average_pct": 2.0,
      "avg_confirmed_per_year": 134
    },
    {
      "month": "May",
      "avg_quotes_per_year": 1612.0,
      "vs_average_pct": 6.5,
      "avg_confirmed_per_year": 131
    },
    {
      "month": "Jun",
      "avg_quotes_per_year": 1396.0,
      "vs_average_pct": -7.8,
      "avg_confirmed_per_year": 83.0
    },
    {
      "month": "Jul",
      "avg_quotes_per_year": 1565.0,
      "vs_average_pct": 3.4,
      "avg_confirmed_per_year": 120.0
    },
    {
      "month": "Aug",
      "avg_quotes_per_year": 1413,
      "vs_average_pct": -6.6,
      "avg_confirmed_per_year": 104.0
    },
    {
      "month": "Sep",
      "avg_quotes_per_year": 1483.0,
      "vs_average_pct": -2.0,
      "avg_confirmed_per_year": 105.0
    },
    {
      "month": "Oct",
      "avg_quotes_per_year": 1514.0,
      "vs_average_pct": 0.1,
      "avg_confirmed_per_year": 99.0
    },
    {
      "month": "Nov",
      "avg_quotes_per_year": 1414.0,
      "vs_average_pct": -6.5,
      "avg_confirmed_per_year": 105.0
    },
    {
      "month": "Dec",
      "avg_quotes_per_year": 1243.0,
      "vs_average_pct": -17.8,
      "avg_confirmed_per_year": 88.0
    }
  ],
  "seasonality_day_of_week": [
    {
      "day": "Mon",
      "share_pct": 18.1
    },
    {
      "day": "Tue",
      "share_pct": 16.3
    },
    {
      "day": "Wed",
      "share_pct": 17.2
    },
    {
      "day": "Thu",
      "share_pct": 15.3
    },
    {
      "day": "Fri",
      "share_pct": 13.2
    },
    {
      "day": "Sat",
      "share_pct": 10.0
    },
    {
      "day": "Sun",
      "share_pct": 9.9
    }
  ],
  "mileage_distribution": {
    "n": 51026,
    "median": 148109.0,
    "mean": 153331.0,
    "p25": 115312.0,
    "p75": 183458.0,
    "p90": 222026.0,
    "p95": 250687.0,
    "p99": 335103.0,
    "bands": [
      {
        "band": "Under 50k",
        "n": 1069,
        "share_pct": 2.1
      },
      {
        "band": "50k-80k",
        "n": 2800,
        "share_pct": 5.5
      },
      {
        "band": "80k-100k",
        "n": 4145,
        "share_pct": 8.1
      },
      {
        "band": "100k-120k",
        "n": 6420,
        "share_pct": 12.6
      },
      {
        "band": "120k-150k",
        "n": 11831,
        "share_pct": 23.2
      },
      {
        "band": "150k-180k",
        "n": 10932,
        "share_pct": 21.4
      },
      {
        "band": "180k-220k",
        "n": 8469,
        "share_pct": 16.6
      },
      {
        "band": "220k-260k",
        "n": 3287,
        "share_pct": 6.4
      },
      {
        "band": "260k-400k",
        "n": 1876,
        "share_pct": 3.7
      },
      {
        "band": "Over 400k",
        "n": 197,
        "share_pct": 0.4
      }
    ]
  }
}