{
  "feature": "three_plus_car",
  "metadata": {
    "id": "three_plus_car",
    "label": "Households with 3+ cars or vans",
    "family": "Housing and vehicles",
    "source": "ts045",
    "numerator": [
      7
    ],
    "denominator": [
      3
    ],
    "unit": "%",
    "definition": "100 \u00d7 sum(numerator categories) / sum(denominator categories)",
    "role": "candidate",
    "note": "Top-coded 3+ category retained; nested within multi-car households.",
    "status": "complete",
    "readiness": "baseline context",
    "measurementType": "Census count-derived share",
    "observationPeriod": "2021-03-21",
    "overlapGroup": "vehicle availability",
    "phase": "E2",
    "zeroBand": false,
    "sourceVersion": "ew-v2",
    "direction": "Higher band = higher feature value; no tested collision-risk direction",
    "sourceGeography": "LSOA2021",
    "geographicResolution": "LSOA2021, England and Wales",
    "applicability": "All 35,672 master LSOAs; missing denominators remain unavailable",
    "comparability": "Common national source, categories and mode definition",
    "retrospectiveResearchAvailable": true,
    "historicalForecastEligibility": "Source release is a lower bound only. Exact archived edition and national band construction must be evidenced at the forecast origin.",
    "historicalAsOf2022Eligible": false,
    "availableFrom": "2023-01-06",
    "frozenBandsAvailableFrom": "2026-10-12",
    "mileageAllocationUse": "Not used by the current regional pilot; future nationwide allocation not audited",
    "exposureSensitivityRequired": true,
    "licence": "Open Government Licence v3.0",
    "sourceStatus": "Frozen archived input",
    "releasedAt": "2023-01-06T00:00:00.000Z",
    "extractedAt": "2026-10-12",
    "revision": "2",
    "sourceChecksums": [
      {
        "file": "inputs/ts045-lsoa.csv.gz",
        "sha256": "19c088c0d81fdbf19c36d89a8ea8c6acb02a85a1ec3f4481f9eb62a58955b2e1",
        "bytes": 506370
      },
      {
        "file": "inputs/ts045-metadata.txt",
        "sha256": "1c0b62c2a8c460d493c993773c0fd08199cda98d46465cf5d0a9d8bc5c0972a5",
        "bytes": 4667
      }
    ],
    "coverageStatus": "complete",
    "sourceUrl": "https://www.nomisweb.co.uk/output/census/2021/census2021-ts045.zip",
    "numeratorColumns": [
      {
        "column": "Number of cars or vans: 3 or more cars or vans in household",
        "weight": 1
      }
    ],
    "denominatorColumns": [
      "Number of cars or vans: Total: All households"
    ],
    "denominatorDefinition": "Number of cars or vans: Total: All households",
    "validCount": 35672,
    "missingCount": 0,
    "bandScheme": "Combined E&W deciles",
    "bandedCount": 35672,
    "bandsWithheld": false,
    "releaseDecision": "banded",
    "qualityFlags": [
      "banded",
      "retrospective_mixed_vintage",
      "not_claims_validated"
    ],
    "featureFreezeVersion": "ew-v4",
    "claimsValidation": false,
    "predictiveValidation": false,
    "sourceRegisterUrl": "/research/ew-deciles/v2/source-register.json"
  },
  "tested": true,
  "screeningFamily": "novel candidate",
  "nationalLSOAs": 35672,
  "nationalNumericLSOAs": 35672,
  "nationalBandedLSOAs": 35672,
  "metrics": [
    {
      "feature": "three_plus_car",
      "form": "linear",
      "scenario": "fitted",
      "sample": "temporal_2023",
      "rows": 33108,
      "lsoas": 33108,
      "zeroRows": 7587,
      "observed": 92703,
      "expected": 97392.1086594538,
      "baseExpected": 97536.70796420943,
      "oe": 0.9518532997796568,
      "baseDeviance": 70909.04750319224,
      "featureDeviance": 68444.78060054424,
      "gain": 0.034752503233625553,
      "lower95": 0.026297966028474336,
      "upper95": 0.042583491176166555,
      "blocks": 162,
      "unsupportedRows": 0,
      "conditionalFixedPredictions": true
    },
    {
      "feature": "three_plus_car",
      "form": "linear",
      "scenario": "fitted",
      "sample": "region_East Midlands",
      "rows": 5694,
      "lsoas": 2847,
      "zeroRows": 1329,
      "observed": 15424,
      "expected": 16771.70537860845,
      "baseExpected": 17021.64703151101,
      "oe": 0.9196441060592808,
      "baseDeviance": 12138.542212109733,
      "featureDeviance": 11301.742874793385,
      "gain": 0.06893738331127897,
      "lower95": 0.035787569483869755,
      "upper95": 0.09256162567889574,
      "blocks": 10,
      "unsupportedRows": 0,
      "conditionalFixedPredictions": true
    },
    {
      "feature": "three_plus_car",
      "form": "linear",
      "scenario": "fitted",
      "sample": "region_East of England",
      "rows": 7516,
      "lsoas": 3758,
      "zeroRows": 1855,
      "observed": 19512,
      "expected": 18686.518096011794,
      "baseExpected": 20100.94779254876,
      "oe": 1.0441752658117933,
      "baseDeviance": 15230.34429048094,
      "featureDeviance": 15067.880830241418,
      "gain": 0.010667090457112116,
      "lower95": -0.010853695600651851,
      "upper95": 0.024551144127845655,
      "blocks": 11,
      "unsupportedRows": 0,
      "conditionalFixedPredictions": true
    },
    {
      "feature": "three_plus_car",
      "form": "linear",
      "scenario": "fitted",
      "sample": "region_London",
      "rows": 9984,
      "lsoas": 4992,
      "zeroRows": 1285,
      "observed": 44761,
      "expected": 19957.802477591846,
      "baseExpected": 19401.836357881293,
      "oe": 2.242781992168557,
      "baseDeviance": 54847.2022543594,
      "featureDeviance": 52022.219230258226,
      "gain": 0.051506419798771685,
      "lower95": 0.038038613190871394,
      "upper95": 0.06336045609377124,
      "blocks": 32,
      "unsupportedRows": 0,
      "conditionalFixedPredictions": true
    },
    {
      "feature": "three_plus_car",
      "form": "linear",
      "scenario": "fitted",
      "sample": "region_North East",
      "rows": 3364,
      "lsoas": 1682,
      "zeroRows": 1051,
      "observed": 6143,
      "expected": 10345.444857105282,
      "baseExpected": 9069.709855096766,
      "oe": 0.5937879022941164,
      "baseDeviance": 6671.946492096479,
      "featureDeviance": 7457.670324918305,
      "gain": -0.11776530788317707,
      "lower95": -0.1582103417315836,
      "upper95": -0.07255248342217945,
      "blocks": 12,
      "unsupportedRows": 0,
      "conditionalFixedPredictions": true
    },
    {
      "feature": "three_plus_car",
      "form": "linear",
      "scenario": "fitted",
      "sample": "region_North West",
      "rows": 9134,
      "lsoas": 4567,
      "zeroRows": 2548,
      "observed": 19780,
      "expected": 23282.158502260685,
      "baseExpected": 22100.983328022263,
      "oe": 0.8495775852603775,
      "baseDeviance": 17000.80673822677,
      "featureDeviance": 16799.865634228547,
      "gain": 0.011819504044264018,
      "lower95": -0.00842727414871256,
      "upper95": 0.02763392293997568,
      "blocks": 23,
      "unsupportedRows": 0,
      "conditionalFixedPredictions": true
    },
    {
      "feature": "three_plus_car",
      "form": "linear",
      "scenario": "fitted",
      "sample": "region_South East",
      "rows": 10474,
      "lsoas": 5237,
      "zeroRows": 2230,
      "observed": 31545,
      "expected": 22565.292127394452,
      "baseExpected": 25779.526736701682,
      "oe": 1.3979433468846658,
      "baseDeviance": 24290.31978857296,
      "featureDeviance": 25746.22577468596,
      "gain": -0.0599377035290376,
      "lower95": -0.11483499651867524,
      "upper95": 0.022614325937633246,
      "blocks": 18,
      "unsupportedRows": 0,
      "conditionalFixedPredictions": true
    },
    {
      "feature": "three_plus_car",
      "form": "linear",
      "scenario": "fitted",
      "sample": "region_South West",
      "rows": 4736,
      "lsoas": 2368,
      "zeroRows": 1062,
      "observed": 12957,
      "expected": 12286.129365406996,
      "baseExpected": 12632.637786331881,
      "oe": 1.0546039045040432,
      "baseDeviance": 8907.11887715092,
      "featureDeviance": 8814.432365631761,
      "gain": 0.010405891377168519,
      "lower95": -0.03367815611517735,
      "upper95": 0.03541571018903124,
      "blocks": 9,
      "unsupportedRows": 0,
      "conditionalFixedPredictions": true
    },
    {
      "feature": "three_plus_car",
      "form": "linear",
      "scenario": "fitted",
      "sample": "region_Wales",
      "rows": 3832,
      "lsoas": 1916,
      "zeroRows": 1262,
      "observed": 6459,
      "expected": 11060.439908142573,
      "baseExpected": 10869.3468645565,
      "oe": 0.5839731560084654,
      "baseDeviance": 9675.803441414108,
      "featureDeviance": 9401.588644746997,
      "gain": 0.02834026118114641,
      "lower95": 0.004668303645780911,
      "upper95": 0.05153194244277195,
      "blocks": 22,
      "unsupportedRows": 0,
      "conditionalFixedPredictions": true
    },
    {
      "feature": "three_plus_car",
      "form": "linear",
      "scenario": "fitted",
      "sample": "region_West Midlands",
      "rows": 5754,
      "lsoas": 2877,
      "zeroRows": 1392,
      "observed": 14285,
      "expected": 14447.432869714114,
      "baseExpected": 15173.774457228603,
      "oe": 0.9887569735620908,
      "baseDeviance": 11694.784302533519,
      "featureDeviance": 10809.326125131449,
      "gain": 0.07571393832464679,
      "lower95": 0.04710366929813951,
      "upper95": 0.10889281265282963,
      "blocks": 12,
      "unsupportedRows": 0,
      "conditionalFixedPredictions": true
    },
    {
      "feature": "three_plus_car",
      "form": "linear",
      "scenario": "fitted",
      "sample": "region_Yorkshire and The Humber",
      "rows": 5728,
      "lsoas": 2864,
      "zeroRows": 1087,
      "observed": 16748,
      "expected": 14475.819769903457,
      "baseExpected": 13382.505050153019,
      "oe": 1.156963838056385,
      "baseDeviance": 12546.93837453988,
      "featureDeviance": 11816.61563181071,
      "gain": 0.05820724713298464,
      "lower95": 0.03263126364070635,
      "upper95": 0.08677664905490096,
      "blocks": 13,
      "unsupportedRows": 0,
      "conditionalFixedPredictions": true
    },
    {
      "feature": "three_plus_car",
      "form": "linear",
      "scenario": "fitted",
      "sample": "spatial_pooled",
      "rows": 66216,
      "lsoas": 33108,
      "zeroRows": 15101,
      "observed": 187614,
      "expected": 163878.74335213966,
      "baseExpected": 165532.91526003176,
      "oe": 1.1448342607610704,
      "baseDeviance": 173003.8067714847,
      "featureDeviance": 169237.56743644678,
      "gain": 0.021769690536420527,
      "lower95": 0.003573895749751119,
      "upper95": 0.036479852767590526,
      "blocks": 162,
      "unsupportedRows": 0,
      "conditionalFixedPredictions": true
    },
    {
      "feature": "three_plus_car",
      "form": "linear",
      "scenario": "fitted",
      "sample": "diagnostic_2024",
      "rows": 34844,
      "lsoas": 34844,
      "zeroRows": 8432,
      "observed": 92494,
      "expected": 98624.46914942593,
      "baseExpected": 98730.62453805192,
      "oe": 0.9378402824137115,
      "baseDeviance": 72161.99967063732,
      "featureDeviance": 69559.12920616657,
      "gain": 0.036069821739292185,
      "lower95": 0.02831957140206624,
      "upper95": 0.0446291104058322,
      "blocks": 169,
      "unsupportedRows": 0,
      "conditionalFixedPredictions": true
    },
    {
      "feature": "three_plus_car",
      "form": "linear",
      "scenario": "fitted",
      "sample": "diagnostic_2025",
      "rows": 34843,
      "lsoas": 34843,
      "zeroRows": 8467,
      "observed": 92791,
      "expected": 99991.52291904911,
      "baseExpected": 100097.08544166648,
      "oe": 0.9279886663504616,
      "baseDeviance": 71788.98081332492,
      "featureDeviance": 69295.96912100245,
      "gain": 0.03472694087697281,
      "lower95": 0.02690081615237924,
      "upper95": 0.042844262842145625,
      "blocks": 169,
      "unsupportedRows": 0,
      "conditionalFixedPredictions": true
    },
    {
      "feature": "three_plus_car",
      "form": "smooth",
      "scenario": "fitted",
      "sample": "temporal_2023",
      "rows": 33108,
      "lsoas": 33108,
      "zeroRows": 7587,
      "observed": 92703,
      "expected": 97409.2567763538,
      "baseExpected": 97536.70796420943,
      "oe": 0.9516857336550766,
      "baseDeviance": 70909.04750319224,
      "featureDeviance": 67648.27871553705,
      "gain": 0.04598522900069135,
      "lower95": 0.036716758527186935,
      "upper95": 0.054402878772721826,
      "blocks": 162,
      "unsupportedRows": 0,
      "conditionalFixedPredictions": true
    },
    {
      "feature": "three_plus_car",
      "form": "smooth",
      "scenario": "fitted",
      "sample": "region_East Midlands",
      "rows": 5694,
      "lsoas": 2847,
      "zeroRows": 1329,
      "observed": 15424,
      "expected": 16354.1012926334,
      "baseExpected": 17021.64703151101,
      "oe": 0.9431273369297059,
      "baseDeviance": 12138.542212109733,
      "featureDeviance": 11268.247470959195,
      "gain": 0.071696808887175,
      "lower95": 0.03942273417740411,
      "upper95": 0.10568418309803938,
      "blocks": 10,
      "unsupportedRows": 0,
      "conditionalFixedPredictions": true
    },
    {
      "feature": "three_plus_car",
      "form": "smooth",
      "scenario": "fitted",
      "sample": "region_East of England",
      "rows": 7516,
      "lsoas": 3758,
      "zeroRows": 1855,
      "observed": 19512,
      "expected": 18640.588283892463,
      "baseExpected": 20100.94779254876,
      "oe": 1.0467480802019824,
      "baseDeviance": 15230.34429048094,
      "featureDeviance": 14680.48728087365,
      "gain": 0.0361027301235044,
      "lower95": 0.0031826408429347034,
      "upper95": 0.052308497189009345,
      "blocks": 11,
      "unsupportedRows": 0,
      "conditionalFixedPredictions": true
    },
    {
      "feature": "three_plus_car",
      "form": "smooth",
      "scenario": "fitted",
      "sample": "region_London",
      "rows": 9984,
      "lsoas": 4992,
      "zeroRows": 1285,
      "observed": 44761,
      "expected": 21068.480086595577,
      "baseExpected": 19401.836357881293,
      "oe": 2.1245481314277788,
      "baseDeviance": 54847.2022543594,
      "featureDeviance": 48702.11273107201,
      "gain": 0.11204016377697656,
      "lower95": 0.08331662488959304,
      "upper95": 0.13528769080453984,
      "blocks": 32,
      "unsupportedRows": 0,
      "conditionalFixedPredictions": true
    },
    {
      "feature": "three_plus_car",
      "form": "smooth",
      "scenario": "fitted",
      "sample": "region_North East",
      "rows": 3364,
      "lsoas": 1682,
      "zeroRows": 1051,
      "observed": 6143,
      "expected": 10404.646114826504,
      "baseExpected": 9069.709855096766,
      "oe": 0.590409316396287,
      "baseDeviance": 6671.946492096479,
      "featureDeviance": 7427.749696934164,
      "gain": -0.1132807653258312,
      "lower95": -0.1675593792016184,
      "upper95": -0.07011917878936849,
      "blocks": 12,
      "unsupportedRows": 0,
      "conditionalFixedPredictions": true
    },
    {
      "feature": "three_plus_car",
      "form": "smooth",
      "scenario": "fitted",
      "sample": "region_North West",
      "rows": 9134,
      "lsoas": 4567,
      "zeroRows": 2548,
      "observed": 19780,
      "expected": 23780.905601809027,
      "baseExpected": 22100.983328022263,
      "oe": 0.8317597458734004,
      "baseDeviance": 17000.80673822677,
      "featureDeviance": 17013.701538625348,
      "gain": -0.0007584816766126323,
      "lower95": -0.042396619140116755,
      "upper95": 0.029634491025783742,
      "blocks": 23,
      "unsupportedRows": 0,
      "conditionalFixedPredictions": true
    },
    {
      "feature": "three_plus_car",
      "form": "smooth",
      "scenario": "fitted",
      "sample": "region_South East",
      "rows": 10474,
      "lsoas": 5237,
      "zeroRows": 2230,
      "observed": 31545,
      "expected": 23014.403362199857,
      "baseExpected": 25779.526736701682,
      "oe": 1.370663384296604,
      "baseDeviance": 24290.31978857296,
      "featureDeviance": 24801.970449327302,
      "gain": -0.02106397384669423,
      "lower95": -0.06655380961551796,
      "upper95": 0.040589610312349374,
      "blocks": 18,
      "unsupportedRows": 0,
      "conditionalFixedPredictions": true
    },
    {
      "feature": "three_plus_car",
      "form": "smooth",
      "scenario": "fitted",
      "sample": "region_South West",
      "rows": 4736,
      "lsoas": 2368,
      "zeroRows": 1062,
      "observed": 12957,
      "expected": 12179.743553326389,
      "baseExpected": 12632.637786331881,
      "oe": 1.0638155018018698,
      "baseDeviance": 8907.11887715092,
      "featureDeviance": 8776.434140536498,
      "gain": 0.014671942568282414,
      "lower95": -0.03845417400844998,
      "upper95": 0.04272551954754548,
      "blocks": 9,
      "unsupportedRows": 0,
      "conditionalFixedPredictions": true
    },
    {
      "feature": "three_plus_car",
      "form": "smooth",
      "scenario": "fitted",
      "sample": "region_Wales",
      "rows": 3832,
      "lsoas": 1916,
      "zeroRows": 1262,
      "observed": 6459,
      "expected": 10720.206252983255,
      "baseExpected": 10869.3468645565,
      "oe": 0.6025070644701979,
      "baseDeviance": 9675.803441414108,
      "featureDeviance": 9192.092730431843,
      "gain": 0.049991787649581565,
      "lower95": 0.029729377067761107,
      "upper95": 0.06781939164487442,
      "blocks": 22,
      "unsupportedRows": 0,
      "conditionalFixedPredictions": true
    },
    {
      "feature": "three_plus_car",
      "form": "smooth",
      "scenario": "fitted",
      "sample": "region_West Midlands",
      "rows": 5754,
      "lsoas": 2877,
      "zeroRows": 1392,
      "observed": 14285,
      "expected": 14695.02030335371,
      "baseExpected": 15173.774457228603,
      "oe": 0.9720980104219296,
      "baseDeviance": 11694.784302533519,
      "featureDeviance": 10811.185284747502,
      "gain": 0.07555496492522706,
      "lower95": 0.04824672122597802,
      "upper95": 0.10237265644308512,
      "blocks": 12,
      "unsupportedRows": 0,
      "conditionalFixedPredictions": true
    },
    {
      "feature": "three_plus_car",
      "form": "smooth",
      "scenario": "fitted",
      "sample": "region_Yorkshire and The Humber",
      "rows": 5728,
      "lsoas": 2864,
      "zeroRows": 1087,
      "observed": 16748,
      "expected": 14323.94755194328,
      "baseExpected": 13382.505050153019,
      "oe": 1.1692307542502736,
      "baseDeviance": 12546.93837453988,
      "featureDeviance": 11546.679616354355,
      "gain": 0.07972134144017484,
      "lower95": 0.047853786157764894,
      "upper95": 0.12041769292533151,
      "blocks": 13,
      "unsupportedRows": 0,
      "conditionalFixedPredictions": true
    },
    {
      "feature": "three_plus_car",
      "form": "smooth",
      "scenario": "fitted",
      "sample": "spatial_pooled",
      "rows": 66216,
      "lsoas": 33108,
      "zeroRows": 15101,
      "observed": 187614,
      "expected": 165182.04240356345,
      "baseExpected": 165532.91526003176,
      "oe": 1.1358014301677664,
      "baseDeviance": 173003.8067714847,
      "featureDeviance": 164220.66093986187,
      "gain": 0.050768511950862516,
      "lower95": 0.031960665351672676,
      "upper95": 0.06767690887269227,
      "blocks": 162,
      "unsupportedRows": 0,
      "conditionalFixedPredictions": true
    },
    {
      "feature": "three_plus_car",
      "form": "smooth",
      "scenario": "fitted",
      "sample": "diagnostic_2024",
      "rows": 34844,
      "lsoas": 34844,
      "zeroRows": 8432,
      "observed": 92494,
      "expected": 98626.56603062627,
      "baseExpected": 98730.62453805192,
      "oe": 0.9378203431647215,
      "baseDeviance": 72161.99967063732,
      "featureDeviance": 68815.1917527396,
      "gain": 0.046379090562529646,
      "lower95": 0.03774790953161046,
      "upper95": 0.054943463951184005,
      "blocks": 169,
      "unsupportedRows": 0,
      "conditionalFixedPredictions": true
    },
    {
      "feature": "three_plus_car",
      "form": "smooth",
      "scenario": "fitted",
      "sample": "diagnostic_2025",
      "rows": 34843,
      "lsoas": 34843,
      "zeroRows": 8467,
      "observed": 92791,
      "expected": 99977.31179428665,
      "baseExpected": 100097.08544166648,
      "oe": 0.9281205739050755,
      "baseDeviance": 71788.98081332492,
      "featureDeviance": 68326.61903056948,
      "gain": 0.048229710793063485,
      "lower95": 0.039804296065011416,
      "upper95": 0.05675355620266002,
      "blocks": 169,
      "unsupportedRows": 0,
      "conditionalFixedPredictions": true
    },
    {
      "feature": "three_plus_car",
      "form": "categorical",
      "scenario": "fitted",
      "sample": "temporal_2023",
      "rows": 33108,
      "lsoas": 33108,
      "zeroRows": 7587,
      "observed": 92703,
      "expected": 97407.00699963857,
      "baseExpected": 97536.70796420943,
      "oe": 0.9517077144187787,
      "baseDeviance": 70909.04750319224,
      "featureDeviance": 67865.1547514224,
      "gain": 0.042926718930088814,
      "lower95": 0.03417756934494033,
      "upper95": 0.050598446354538446,
      "blocks": 162,
      "unsupportedRows": 0,
      "conditionalFixedPredictions": true
    },
    {
      "feature": "three_plus_car",
      "form": "categorical",
      "scenario": "fitted",
      "sample": "region_East Midlands",
      "rows": 5694,
      "lsoas": 2847,
      "zeroRows": 1329,
      "observed": 15424,
      "expected": 16403.004030897,
      "baseExpected": 17021.64703151101,
      "oe": 0.9403155648164856,
      "baseDeviance": 12138.542212109733,
      "featureDeviance": 11298.13020591054,
      "gain": 0.06923500297760432,
      "lower95": 0.038369572427008454,
      "upper95": 0.10279954351092882,
      "blocks": 10,
      "unsupportedRows": 0,
      "conditionalFixedPredictions": true
    },
    {
      "feature": "three_plus_car",
      "form": "categorical",
      "scenario": "fitted",
      "sample": "region_East of England",
      "rows": 7516,
      "lsoas": 3758,
      "zeroRows": 1855,
      "observed": 19512,
      "expected": 18730.562983753465,
      "baseExpected": 20100.94779254876,
      "oe": 1.041719889408788,
      "baseDeviance": 15230.34429048094,
      "featureDeviance": 14634.270089399943,
      "gain": 0.03913727685417767,
      "lower95": 0.005358763474629669,
      "upper95": 0.056355686450646626,
      "blocks": 11,
      "unsupportedRows": 0,
      "conditionalFixedPredictions": true
    },
    {
      "feature": "three_plus_car",
      "form": "categorical",
      "scenario": "fitted",
      "sample": "region_London",
      "rows": 9984,
      "lsoas": 4992,
      "zeroRows": 1285,
      "observed": 44761,
      "expected": 20812.012712821394,
      "baseExpected": 19401.836357881293,
      "oe": 2.1507290341229064,
      "baseDeviance": 54847.2022543594,
      "featureDeviance": 49636.11821508716,
      "gain": 0.09501093629362012,
      "lower95": 0.07096419558530374,
      "upper95": 0.11349506046133777,
      "blocks": 32,
      "unsupportedRows": 0,
      "conditionalFixedPredictions": true
    },
    {
      "feature": "three_plus_car",
      "form": "categorical",
      "scenario": "fitted",
      "sample": "region_North East",
      "rows": 3364,
      "lsoas": 1682,
      "zeroRows": 1051,
      "observed": 6143,
      "expected": 10392.077930341638,
      "baseExpected": 9069.709855096766,
      "oe": 0.5911233577323692,
      "baseDeviance": 6671.946492096479,
      "featureDeviance": 7446.942936146168,
      "gain": -0.11615747293053702,
      "lower95": -0.17006334020563002,
      "upper95": -0.07314386157002478,
      "blocks": 12,
      "unsupportedRows": 0,
      "conditionalFixedPredictions": true
    },
    {
      "feature": "three_plus_car",
      "form": "categorical",
      "scenario": "fitted",
      "sample": "region_North West",
      "rows": 9134,
      "lsoas": 4567,
      "zeroRows": 2548,
      "observed": 19780,
      "expected": 23638.611387450816,
      "baseExpected": 22100.983328022263,
      "oe": 0.8367665797196843,
      "baseDeviance": 17000.80673822677,
      "featureDeviance": 16960.46796049251,
      "gain": 0.0023727566788671606,
      "lower95": -0.037322999103538326,
      "upper95": 0.031708440764682,
      "blocks": 23,
      "unsupportedRows": 0,
      "conditionalFixedPredictions": true
    },
    {
      "feature": "three_plus_car",
      "form": "categorical",
      "scenario": "fitted",
      "sample": "region_South East",
      "rows": 10474,
      "lsoas": 5237,
      "zeroRows": 2230,
      "observed": 31545,
      "expected": 23273.827883452053,
      "baseExpected": 25779.526736701682,
      "oe": 1.3553851200570595,
      "baseDeviance": 24290.31978857296,
      "featureDeviance": 24641.240599166907,
      "gain": -0.014446940742173009,
      "lower95": -0.05659686167063692,
      "upper95": 0.04193273069913178,
      "blocks": 18,
      "unsupportedRows": 0,
      "conditionalFixedPredictions": true
    },
    {
      "feature": "three_plus_car",
      "form": "categorical",
      "scenario": "fitted",
      "sample": "region_South West",
      "rows": 4736,
      "lsoas": 2368,
      "zeroRows": 1062,
      "observed": 12957,
      "expected": 12168.692232109748,
      "baseExpected": 12632.637786331881,
      "oe": 1.0647816341192466,
      "baseDeviance": 8907.11887715092,
      "featureDeviance": 8810.084519816692,
      "gain": 0.010894022935199255,
      "lower95": -0.043525177112803445,
      "upper95": 0.038077099228189554,
      "blocks": 9,
      "unsupportedRows": 0,
      "conditionalFixedPredictions": true
    },
    {
      "feature": "three_plus_car",
      "form": "categorical",
      "scenario": "fitted",
      "sample": "region_Wales",
      "rows": 3832,
      "lsoas": 1916,
      "zeroRows": 1262,
      "observed": 6459,
      "expected": 10742.555994647466,
      "baseExpected": 10869.3468645565,
      "oe": 0.6012535567157602,
      "baseDeviance": 9675.803441414108,
      "featureDeviance": 9255.837405836985,
      "gain": 0.04340373780017026,
      "lower95": 0.024772620367367132,
      "upper95": 0.06106355675937038,
      "blocks": 22,
      "unsupportedRows": 0,
      "conditionalFixedPredictions": true
    },
    {
      "feature": "three_plus_car",
      "form": "categorical",
      "scenario": "fitted",
      "sample": "region_West Midlands",
      "rows": 5754,
      "lsoas": 2877,
      "zeroRows": 1392,
      "observed": 14285,
      "expected": 14730.612168715223,
      "baseExpected": 15173.774457228603,
      "oe": 0.9697492430313513,
      "baseDeviance": 11694.784302533519,
      "featureDeviance": 10821.951500323776,
      "gain": 0.07463436516915112,
      "lower95": 0.0492429333601918,
      "upper95": 0.09796558280359365,
      "blocks": 12,
      "unsupportedRows": 0,
      "conditionalFixedPredictions": true
    },
    {
      "feature": "three_plus_car",
      "form": "categorical",
      "scenario": "fitted",
      "sample": "region_Yorkshire and The Humber",
      "rows": 5728,
      "lsoas": 2864,
      "zeroRows": 1087,
      "observed": 16748,
      "expected": 14240.035637056093,
      "baseExpected": 13382.505050153019,
      "oe": 1.1761206521434233,
      "baseDeviance": 12546.93837453988,
      "featureDeviance": 11612.780372549587,
      "gain": 0.07445306369607085,
      "lower95": 0.047462894883351786,
      "upper95": 0.11095303795358519,
      "blocks": 13,
      "unsupportedRows": 0,
      "conditionalFixedPredictions": true
    },
    {
      "feature": "three_plus_car",
      "form": "categorical",
      "scenario": "fitted",
      "sample": "spatial_pooled",
      "rows": 66216,
      "lsoas": 33108,
      "zeroRows": 15101,
      "observed": 187614,
      "expected": 165131.9929612449,
      "baseExpected": 165532.91526003176,
      "oe": 1.1361456773796186,
      "baseDeviance": 173003.8067714847,
      "featureDeviance": 165117.8238047303,
      "gain": 0.04558271354786292,
      "lower95": 0.028918975002425185,
      "upper95": 0.06062377960342118,
      "blocks": 162,
      "unsupportedRows": 0,
      "conditionalFixedPredictions": true
    },
    {
      "feature": "three_plus_car",
      "form": "categorical",
      "scenario": "fitted",
      "sample": "diagnostic_2024",
      "rows": 34844,
      "lsoas": 34844,
      "zeroRows": 8432,
      "observed": 92494,
      "expected": 98650.78810835243,
      "baseExpected": 98730.62453805192,
      "oe": 0.937590076811245,
      "baseDeviance": 72161.99967063732,
      "featureDeviance": 69020.66751987947,
      "gain": 0.04353166715301071,
      "lower95": 0.035341050084034965,
      "upper95": 0.0513518007195651,
      "blocks": 169,
      "unsupportedRows": 0,
      "conditionalFixedPredictions": true
    },
    {
      "feature": "three_plus_car",
      "form": "categorical",
      "scenario": "fitted",
      "sample": "diagnostic_2025",
      "rows": 34843,
      "lsoas": 34843,
      "zeroRows": 8467,
      "observed": 92791,
      "expected": 100005.64514912244,
      "baseExpected": 100097.08544166648,
      "oe": 0.9278576210536476,
      "baseDeviance": 71788.98081332492,
      "featureDeviance": 68584.5207584064,
      "gain": 0.044637213380298135,
      "lower95": 0.03668112337149743,
      "upper95": 0.05287142464514909,
      "blocks": 169,
      "unsupportedRows": 0,
      "conditionalFixedPredictions": true
    },
    {
      "feature": "three_plus_car",
      "form": "categorical",
      "scenario": "benchmark",
      "sample": "temporal_2023",
      "rows": 33108,
      "lsoas": 33108,
      "zeroRows": 7587,
      "observed": 92703,
      "expected": 97156.68543689688,
      "baseExpected": 97285.25165385114,
      "oe": 0.9541597635111838,
      "baseDeviance": 72256.19871382597,
      "featureDeviance": 69115.34699343947,
      "gain": 0.04346826675488413,
      "lower95": 0.034951669405631255,
      "upper95": 0.05111467727994683,
      "blocks": 162,
      "unsupportedRows": 0,
      "conditionalFixedPredictions": true
    },
    {
      "feature": "three_plus_car",
      "form": "categorical",
      "scenario": "benchmark",
      "sample": "diagnostic_2024",
      "rows": 34844,
      "lsoas": 34844,
      "zeroRows": 8432,
      "observed": 92494,
      "expected": 98772.70584026264,
      "baseExpected": 98847.55877588826,
      "oe": 0.936432784878682,
      "baseDeviance": 73564.52719010701,
      "featureDeviance": 70313.01293072684,
      "gain": 0.044199485588720444,
      "lower95": 0.0361734413490664,
      "upper95": 0.05210695181187754,
      "blocks": 169,
      "unsupportedRows": 0,
      "conditionalFixedPredictions": true
    },
    {
      "feature": "three_plus_car",
      "form": "categorical",
      "scenario": "benchmark",
      "sample": "diagnostic_2025",
      "rows": 34843,
      "lsoas": 34843,
      "zeroRows": 8467,
      "observed": 92791,
      "expected": 100160.58635713217,
      "baseExpected": 100248.78404676483,
      "oe": 0.9264222921893128,
      "baseDeviance": 73149.12509223106,
      "featureDeviance": 69823.25827308395,
      "gain": 0.04546693914593847,
      "lower95": 0.037129603973302006,
      "upper95": 0.053844829586628465,
      "blocks": 169,
      "unsupportedRows": 0,
      "conditionalFixedPredictions": true
    },
    {
      "feature": "three_plus_car",
      "form": "categorical",
      "scenario": "length",
      "sample": "temporal_2023",
      "rows": 33108,
      "lsoas": 33108,
      "zeroRows": 7587,
      "observed": 92703,
      "expected": 97014.41453989997,
      "baseExpected": 97140.95635029627,
      "oe": 0.9555590315073563,
      "baseDeviance": 73771.73481377443,
      "featureDeviance": 70701.77138815461,
      "gain": 0.041614358580145616,
      "lower95": 0.033642872559547884,
      "upper95": 0.0489565772097735,
      "blocks": 162,
      "unsupportedRows": 0,
      "conditionalFixedPredictions": true
    },
    {
      "feature": "three_plus_car",
      "form": "categorical",
      "scenario": "length",
      "sample": "diagnostic_2024",
      "rows": 34844,
      "lsoas": 34844,
      "zeroRows": 8432,
      "observed": 92494,
      "expected": 98825.26094528333,
      "baseExpected": 98907.15039662909,
      "oe": 0.9359347915226982,
      "baseDeviance": 75184.10117699776,
      "featureDeviance": 71993.87558680287,
      "gain": 0.042432183669849244,
      "lower95": 0.03465381535048597,
      "upper95": 0.05021112207296413,
      "blocks": 169,
      "unsupportedRows": 0,
      "conditionalFixedPredictions": true
    },
    {
      "feature": "three_plus_car",
      "form": "categorical",
      "scenario": "length",
      "sample": "diagnostic_2025",
      "rows": 34843,
      "lsoas": 34843,
      "zeroRows": 8467,
      "observed": 92791,
      "expected": 100215.24180292197,
      "baseExpected": 100313.28989732909,
      "oe": 0.9259170394706816,
      "baseDeviance": 74708.73022951678,
      "featureDeviance": 71461.05372934556,
      "gain": 0.0434711778689566,
      "lower95": 0.03526252998034864,
      "upper95": 0.0517617505508948,
      "blocks": 169,
      "unsupportedRows": 0,
      "conditionalFixedPredictions": true
    },
    {
      "feature": "three_plus_car",
      "form": "categorical",
      "scenario": "counted_routes",
      "sample": "temporal_2023",
      "rows": 5098,
      "lsoas": 5098,
      "zeroRows": 2530,
      "observed": 6032,
      "expected": 6257.701465697852,
      "baseExpected": 6243.812676283444,
      "oe": 0.9639322094646007,
      "baseDeviance": 9233.014031350176,
      "featureDeviance": 9134.25590358489,
      "gain": 0.01069619600164784,
      "lower95": 0.0007647180592517124,
      "upper95": 0.02194898211095448,
      "blocks": 159,
      "unsupportedRows": 0,
      "conditionalFixedPredictions": true
    },
    {
      "feature": "three_plus_car",
      "form": "categorical",
      "scenario": "counted_routes",
      "sample": "diagnostic_2024",
      "rows": 6430,
      "lsoas": 6430,
      "zeroRows": 3286,
      "observed": 6863,
      "expected": 6600.662336274877,
      "baseExpected": 6644.032760936374,
      "oe": 1.0397441423845315,
      "baseDeviance": 10665.127727495616,
      "featureDeviance": 10593.58678759543,
      "gain": 0.006707930906045045,
      "lower95": -0.002973449908283743,
      "upper95": 0.01543758370380522,
      "blocks": 168,
      "unsupportedRows": 0,
      "conditionalFixedPredictions": true
    },
    {
      "feature": "three_plus_car",
      "form": "categorical",
      "scenario": "counted_routes",
      "sample": "diagnostic_2025",
      "rows": 6060,
      "lsoas": 6060,
      "zeroRows": 3188,
      "observed": 6133,
      "expected": 6492.153533893221,
      "baseExpected": 6520.340102433249,
      "oe": 0.9446788292947467,
      "baseDeviance": 9570.44385319353,
      "featureDeviance": 9413.15920077348,
      "gain": 0.016434415668983515,
      "lower95": 0.008427635315374668,
      "upper95": 0.024661471833911635,
      "blocks": 166,
      "unsupportedRows": 0,
      "conditionalFixedPredictions": true
    }
  ],
  "effects": [
    {
      "sample": "development",
      "scenario": "fitted",
      "band": "D1",
      "bandValue": 1,
      "referenceBand": "D5",
      "rows": 6962,
      "lsoas": 3481,
      "collisions": 35227,
      "miles": 25974230059.97278,
      "clusters": 135,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": 0.5684411330570164,
      "rr": 1.7655127057678621,
      "lower95": 1.6417342544087652,
      "upper95": 1.8986234257201937
    },
    {
      "sample": "development",
      "scenario": "fitted",
      "band": "D2",
      "bandValue": 2,
      "referenceBand": "D5",
      "rows": 6798,
      "lsoas": 3399,
      "collisions": 21932,
      "miles": 30628370319.737732,
      "clusters": 153,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": 0.33166693567704597,
      "rr": 1.3932887164608658,
      "lower95": 1.3050439073938978,
      "upper95": 1.4875004867029689
    },
    {
      "sample": "development",
      "scenario": "fitted",
      "band": "D3",
      "bandValue": 3,
      "referenceBand": "D5",
      "rows": 6628,
      "lsoas": 3314,
      "collisions": 17254,
      "miles": 31408722099.13079,
      "clusters": 157,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": 0.2115523454313637,
      "rr": 1.2355946416704464,
      "lower95": 1.1625770516216722,
      "upper95": 1.3131982232017585
    },
    {
      "sample": "development",
      "scenario": "fitted",
      "band": "D4",
      "bandValue": 4,
      "referenceBand": "D5",
      "rows": 6582,
      "lsoas": 3291,
      "collisions": 15341,
      "miles": 33473336335.078934,
      "clusters": 158,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": 0.10044230966163883,
      "rr": 1.1056598539730391,
      "lower95": 1.0534301166848394,
      "upper95": 1.1604791749592815
    },
    {
      "sample": "development",
      "scenario": "fitted",
      "band": "D5",
      "bandValue": 5,
      "referenceBand": "D5",
      "rows": 6606,
      "lsoas": 3303,
      "collisions": 13780,
      "miles": 36346294427.87672,
      "clusters": 155,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": 0.0,
      "rr": 1.0,
      "lower95": 1.0,
      "upper95": 1.0
    },
    {
      "sample": "development",
      "scenario": "fitted",
      "band": "D6",
      "bandValue": 6,
      "referenceBand": "D5",
      "rows": 6572,
      "lsoas": 3286,
      "collisions": 12489,
      "miles": 37490195468.2485,
      "clusters": 151,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": -0.10140133921057815,
      "rr": 0.9035703219059679,
      "lower95": 0.8564767042383709,
      "upper95": 0.9532533956720749
    },
    {
      "sample": "development",
      "scenario": "fitted",
      "band": "D7",
      "bandValue": 7,
      "referenceBand": "D5",
      "rows": 6610,
      "lsoas": 3305,
      "collisions": 13238,
      "miles": 46386384684.05469,
      "clusters": 150,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": -0.131147268625938,
      "rr": 0.8770885972468644,
      "lower95": 0.8331865656354673,
      "upper95": 0.9233039023303775
    },
    {
      "sample": "development",
      "scenario": "fitted",
      "band": "D8",
      "bandValue": 8,
      "referenceBand": "D5",
      "rows": 6546,
      "lsoas": 3273,
      "collisions": 13541,
      "miles": 56967739939.87149,
      "clusters": 150,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": -0.2469831145985652,
      "rr": 0.7811538835169226,
      "lower95": 0.7403713706414897,
      "upper95": 0.824182854619115
    },
    {
      "sample": "development",
      "scenario": "fitted",
      "band": "D9",
      "bandValue": 9,
      "referenceBand": "D5",
      "rows": 6530,
      "lsoas": 3265,
      "collisions": 18123,
      "miles": 93301907863.42542,
      "clusters": 140,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": -0.32164439541970646,
      "rr": 0.7249559421518627,
      "lower95": 0.6835619256588868,
      "upper95": 0.7688566292727691
    },
    {
      "sample": "development",
      "scenario": "fitted",
      "band": "D10",
      "bandValue": 10,
      "referenceBand": "D5",
      "rows": 6382,
      "lsoas": 3191,
      "collisions": 26689,
      "miles": 154484618802.60297,
      "clusters": 127,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": -0.4143783196601038,
      "rr": 0.66075092890787,
      "lower95": 0.6104898472435017,
      "upper95": 0.7151499603538417
    },
    {
      "sample": "year_2022",
      "scenario": "fitted",
      "band": "D1",
      "bandValue": 1,
      "referenceBand": "D5",
      "rows": 3481,
      "lsoas": 3481,
      "collisions": 17865,
      "miles": 12897542577.253853,
      "clusters": 135,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": 0.5554574908265422,
      "rr": 1.7427380891150466,
      "lower95": 1.618503861059293,
      "upper95": 1.8765083731493801
    },
    {
      "sample": "year_2022",
      "scenario": "fitted",
      "band": "D2",
      "bandValue": 2,
      "referenceBand": "D5",
      "rows": 3399,
      "lsoas": 3399,
      "collisions": 11044,
      "miles": 15179670522.491621,
      "clusters": 153,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": 0.31545143401134806,
      "rr": 1.3708780322597411,
      "lower95": 1.2791964716002966,
      "upper95": 1.4691305214290462
    },
    {
      "sample": "year_2022",
      "scenario": "fitted",
      "band": "D3",
      "bandValue": 3,
      "referenceBand": "D5",
      "rows": 3314,
      "lsoas": 3314,
      "collisions": 8714,
      "miles": 15555132279.806358,
      "clusters": 157,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": 0.19711789556551,
      "rr": 1.2178876157915004,
      "lower95": 1.1417099335878065,
      "upper95": 1.2991480594700737
    },
    {
      "sample": "year_2022",
      "scenario": "fitted",
      "band": "D4",
      "bandValue": 4,
      "referenceBand": "D5",
      "rows": 3291,
      "lsoas": 3291,
      "collisions": 7758,
      "miles": 16570608438.996723,
      "clusters": 158,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": 0.08721029977294473,
      "rr": 1.091126119167015,
      "lower95": 1.0356473534557342,
      "upper95": 1.1495768361265435
    },
    {
      "sample": "year_2022",
      "scenario": "fitted",
      "band": "D5",
      "bandValue": 5,
      "referenceBand": "D5",
      "rows": 3303,
      "lsoas": 3303,
      "collisions": 7074,
      "miles": 17988646649.08042,
      "clusters": 155,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": 0.0,
      "rr": 1.0,
      "lower95": 1.0,
      "upper95": 1.0
    },
    {
      "sample": "year_2022",
      "scenario": "fitted",
      "band": "D6",
      "bandValue": 6,
      "referenceBand": "D5",
      "rows": 3286,
      "lsoas": 3286,
      "collisions": 6298,
      "miles": 18509412631.29727,
      "clusters": 151,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": -0.11695572822563552,
      "rr": 0.889624577550163,
      "lower95": 0.8369926839307246,
      "upper95": 0.9455660774291911
    },
    {
      "sample": "year_2022",
      "scenario": "fitted",
      "band": "D7",
      "bandValue": 7,
      "referenceBand": "D5",
      "rows": 3305,
      "lsoas": 3305,
      "collisions": 6712,
      "miles": 22941400822.791267,
      "clusters": 150,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": -0.14171834899122968,
      "rr": 0.8678656573042868,
      "lower95": 0.8191051591072318,
      "upper95": 0.919528818435386
    },
    {
      "sample": "year_2022",
      "scenario": "fitted",
      "band": "D8",
      "bandValue": 8,
      "referenceBand": "D5",
      "rows": 3273,
      "lsoas": 3273,
      "collisions": 6824,
      "miles": 28199141436.04763,
      "clusters": 150,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": -0.26330671901895625,
      "rr": 0.768506145707185,
      "lower95": 0.7245389819032894,
      "upper95": 0.8151413667740323
    },
    {
      "sample": "year_2022",
      "scenario": "fitted",
      "band": "D9",
      "bandValue": 9,
      "referenceBand": "D5",
      "rows": 3265,
      "lsoas": 3265,
      "collisions": 9155,
      "miles": 46097630465.47625,
      "clusters": 140,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": -0.33717032918004075,
      "rr": 0.7137872507507799,
      "lower95": 0.6714315909350207,
      "upper95": 0.7588148163014629
    },
    {
      "sample": "year_2022",
      "scenario": "fitted",
      "band": "D10",
      "bandValue": 10,
      "referenceBand": "D5",
      "rows": 3191,
      "lsoas": 3191,
      "collisions": 13467,
      "miles": 76313014176.7586,
      "clusters": 127,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": -0.43112520912842184,
      "rr": 0.6497775476007466,
      "lower95": 0.6014383669579285,
      "upper95": 0.70200187510747
    },
    {
      "sample": "year_2023",
      "scenario": "fitted",
      "band": "D1",
      "bandValue": 1,
      "referenceBand": "D5",
      "rows": 3481,
      "lsoas": 3481,
      "collisions": 17362,
      "miles": 13076687482.718927,
      "clusters": 135,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": 0.5821141622538271,
      "rr": 1.7898184001105826,
      "lower95": 1.6514368963190396,
      "upper95": 1.9397955274674537
    },
    {
      "sample": "year_2023",
      "scenario": "fitted",
      "band": "D2",
      "bandValue": 2,
      "referenceBand": "D5",
      "rows": 3399,
      "lsoas": 3399,
      "collisions": 10888,
      "miles": 15448699797.246115,
      "clusters": 153,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": 0.34942467003610245,
      "rr": 1.418251351325643,
      "lower95": 1.3208429018990187,
      "upper95": 1.5228433999570306
    },
    {
      "sample": "year_2023",
      "scenario": "fitted",
      "band": "D3",
      "bandValue": 3,
      "referenceBand": "D5",
      "rows": 3314,
      "lsoas": 3314,
      "collisions": 8540,
      "miles": 15853589819.324432,
      "clusters": 157,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": 0.22667939718135377,
      "rr": 1.2544276304303812,
      "lower95": 1.1743420623579026,
      "upper95": 1.3399747232315355
    },
    {
      "sample": "year_2023",
      "scenario": "fitted",
      "band": "D4",
      "bandValue": 4,
      "referenceBand": "D5",
      "rows": 3291,
      "lsoas": 3291,
      "collisions": 7583,
      "miles": 16902727896.082214,
      "clusters": 158,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": 0.11460274086031094,
      "rr": 1.121427851607697,
      "lower95": 1.0629585753495463,
      "upper95": 1.1831132986042299
    },
    {
      "sample": "year_2023",
      "scenario": "fitted",
      "band": "D5",
      "bandValue": 5,
      "referenceBand": "D5",
      "rows": 3303,
      "lsoas": 3303,
      "collisions": 6706,
      "miles": 18357647778.796295,
      "clusters": 155,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": 0.0,
      "rr": 1.0,
      "lower95": 1.0,
      "upper95": 1.0
    },
    {
      "sample": "year_2023",
      "scenario": "fitted",
      "band": "D6",
      "bandValue": 6,
      "referenceBand": "D5",
      "rows": 3286,
      "lsoas": 3286,
      "collisions": 6191,
      "miles": 18980782836.951225,
      "clusters": 151,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": -0.08498979107383413,
      "rr": 0.9185216614734161,
      "lower95": 0.8655832631220545,
      "upper95": 0.9746977310453362
    },
    {
      "sample": "year_2023",
      "scenario": "fitted",
      "band": "D7",
      "bandValue": 7,
      "referenceBand": "D5",
      "rows": 3305,
      "lsoas": 3305,
      "collisions": 6526,
      "miles": 23444983861.263416,
      "clusters": 150,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": -0.11965299066327861,
      "rr": 0.8872282597952795,
      "lower95": 0.8406256264836449,
      "upper95": 0.9364144515461963
    },
    {
      "sample": "year_2023",
      "scenario": "fitted",
      "band": "D8",
      "bandValue": 8,
      "referenceBand": "D5",
      "rows": 3273,
      "lsoas": 3273,
      "collisions": 6717,
      "miles": 28768598503.82386,
      "clusters": 150,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": -0.2285161633158981,
      "rr": 0.7957134357329168,
      "lower95": 0.7499235177788512,
      "upper95": 0.8442992609182293
    },
    {
      "sample": "year_2023",
      "scenario": "fitted",
      "band": "D9",
      "bandValue": 9,
      "referenceBand": "D5",
      "rows": 3265,
      "lsoas": 3265,
      "collisions": 8968,
      "miles": 47204277397.94917,
      "clusters": 140,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": -0.30395474755443946,
      "rr": 0.7378942572147826,
      "lower95": 0.6909226018695582,
      "upper95": 0.7880592317536482
    },
    {
      "sample": "year_2023",
      "scenario": "fitted",
      "band": "D10",
      "bandValue": 10,
      "referenceBand": "D5",
      "rows": 3191,
      "lsoas": 3191,
      "collisions": 13222,
      "miles": 78171604625.84435,
      "clusters": 127,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": -0.3939242337205831,
      "rr": 0.6744051514739187,
      "lower95": 0.6175166664040502,
      "upper95": 0.7365344663215329
    },
    {
      "sample": "region_East Midlands",
      "scenario": "fitted",
      "band": "D1",
      "bandValue": 1,
      "referenceBand": "D5",
      "rows": 166,
      "lsoas": 83,
      "collisions": 920,
      "miles": 988849118.1797837,
      "clusters": 7,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": true,
      "logEffect": 0.7057413872130768,
      "rr": 2.0253476953219822,
      "lower95": 1.6007174759272769,
      "upper95": 2.5626216672431874
    },
    {
      "sample": "region_East Midlands",
      "scenario": "fitted",
      "band": "D2",
      "bandValue": 2,
      "referenceBand": "D5",
      "rows": 476,
      "lsoas": 238,
      "collisions": 1586,
      "miles": 2310184076.2394075,
      "clusters": 9,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": true,
      "logEffect": 0.567849930044166,
      "rr": 1.7644692378180773,
      "lower95": 1.4041060413509705,
      "upper95": 2.217319489780681
    },
    {
      "sample": "region_East Midlands",
      "scenario": "fitted",
      "band": "D3",
      "bandValue": 3,
      "referenceBand": "D5",
      "rows": 482,
      "lsoas": 241,
      "collisions": 1220,
      "miles": 2188436848.5525026,
      "clusters": 9,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": true,
      "logEffect": 0.4112538402316046,
      "rr": 1.5087082788143829,
      "lower95": 1.0951802755159679,
      "upper95": 2.0783798991364053
    },
    {
      "sample": "region_East Midlands",
      "scenario": "fitted",
      "band": "D4",
      "bandValue": 4,
      "referenceBand": "D5",
      "rows": 592,
      "lsoas": 296,
      "collisions": 1449,
      "miles": 3235895614.100042,
      "clusters": 10,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": 0.3175033717890615,
      "rr": 1.3736938766635294,
      "lower95": 1.24229534660869,
      "upper95": 1.5189905298560793
    },
    {
      "sample": "region_East Midlands",
      "scenario": "fitted",
      "band": "D5",
      "bandValue": 5,
      "referenceBand": "D5",
      "rows": 584,
      "lsoas": 292,
      "collisions": 1070,
      "miles": 3243057079.019797,
      "clusters": 10,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": 0.0,
      "rr": 1.0,
      "lower95": 1.0,
      "upper95": 1.0
    },
    {
      "sample": "region_East Midlands",
      "scenario": "fitted",
      "band": "D6",
      "bandValue": 6,
      "referenceBand": "D5",
      "rows": 632,
      "lsoas": 316,
      "collisions": 1205,
      "miles": 4475116114.46338,
      "clusters": 10,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": -0.09340362306911094,
      "rr": 0.9108257957909994,
      "lower95": 0.7808530246736014,
      "upper95": 1.062432498900909
    },
    {
      "sample": "region_East Midlands",
      "scenario": "fitted",
      "band": "D7",
      "bandValue": 7,
      "referenceBand": "D5",
      "rows": 698,
      "lsoas": 349,
      "collisions": 1268,
      "miles": 4341621430.296232,
      "clusters": 10,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": -0.05435360838275909,
      "rr": 0.9470971457927917,
      "lower95": 0.7792542386513642,
      "upper95": 1.151091593831117
    },
    {
      "sample": "region_East Midlands",
      "scenario": "fitted",
      "band": "D8",
      "bandValue": 8,
      "referenceBand": "D5",
      "rows": 720,
      "lsoas": 360,
      "collisions": 1672,
      "miles": 7931387615.490701,
      "clusters": 10,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": -0.17802815406241665,
      "rr": 0.8369188604912366,
      "lower95": 0.7357195507326192,
      "upper95": 0.9520382846268914
    },
    {
      "sample": "region_East Midlands",
      "scenario": "fitted",
      "band": "D9",
      "bandValue": 9,
      "referenceBand": "D5",
      "rows": 728,
      "lsoas": 364,
      "collisions": 2191,
      "miles": 11838307994.241627,
      "clusters": 10,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": -0.28084933639616433,
      "rr": 0.7551420993400508,
      "lower95": 0.6417379523462766,
      "upper95": 0.8885863585141409
    },
    {
      "sample": "region_East Midlands",
      "scenario": "fitted",
      "band": "D10",
      "bandValue": 10,
      "referenceBand": "D5",
      "rows": 616,
      "lsoas": 308,
      "collisions": 2843,
      "miles": 17580344109.416527,
      "clusters": 10,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": -0.48968378553923064,
      "rr": 0.612820146141277,
      "lower95": 0.5071996072752671,
      "upper95": 0.7404353752048521
    },
    {
      "sample": "region_East of England",
      "scenario": "fitted",
      "band": "D1",
      "bandValue": 1,
      "referenceBand": "D5",
      "rows": 186,
      "lsoas": 93,
      "collisions": 957,
      "miles": 812970333.9824071,
      "clusters": 9,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": true,
      "logEffect": 0.6453381135920666,
      "rr": 1.9066315783520842,
      "lower95": 1.4866559274801667,
      "upper95": 2.445249037368707
    },
    {
      "sample": "region_East of England",
      "scenario": "fitted",
      "band": "D2",
      "bandValue": 2,
      "referenceBand": "D5",
      "rows": 410,
      "lsoas": 205,
      "collisions": 1336,
      "miles": 2034735895.3722034,
      "clusters": 11,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": 0.38392480031603116,
      "rr": 1.4680350417598262,
      "lower95": 1.1824985393307412,
      "upper95": 1.8225197005778224
    },
    {
      "sample": "region_East of England",
      "scenario": "fitted",
      "band": "D3",
      "bandValue": 3,
      "referenceBand": "D5",
      "rows": 504,
      "lsoas": 252,
      "collisions": 1236,
      "miles": 2167611609.8558574,
      "clusters": 11,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": 0.24693979724711929,
      "rr": 1.280102044791376,
      "lower95": 1.0731259100575503,
      "upper95": 1.5269981180411374
    },
    {
      "sample": "region_East of England",
      "scenario": "fitted",
      "band": "D4",
      "bandValue": 4,
      "referenceBand": "D5",
      "rows": 596,
      "lsoas": 298,
      "collisions": 1352,
      "miles": 2823585681.4461284,
      "clusters": 11,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": 0.11161541251702686,
      "rr": 1.118082777306932,
      "lower95": 0.990752773615189,
      "upper95": 1.261777034798318
    },
    {
      "sample": "region_East of England",
      "scenario": "fitted",
      "band": "D5",
      "bandValue": 5,
      "referenceBand": "D5",
      "rows": 730,
      "lsoas": 365,
      "collisions": 1596,
      "miles": 4256817454.6011095,
      "clusters": 11,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": 0.0,
      "rr": 1.0,
      "lower95": 1.0,
      "upper95": 1.0
    },
    {
      "sample": "region_East of England",
      "scenario": "fitted",
      "band": "D6",
      "bandValue": 6,
      "referenceBand": "D5",
      "rows": 892,
      "lsoas": 446,
      "collisions": 1515,
      "miles": 4788978249.111338,
      "clusters": 11,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": -0.17058930073117806,
      "rr": 0.8431677907663205,
      "lower95": 0.7469051216216144,
      "upper95": 0.9518369908111555
    },
    {
      "sample": "region_East of England",
      "scenario": "fitted",
      "band": "D7",
      "bandValue": 7,
      "referenceBand": "D5",
      "rows": 902,
      "lsoas": 451,
      "collisions": 1842,
      "miles": 6397956880.110693,
      "clusters": 11,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": -0.1470196933429663,
      "rr": 0.863276976439345,
      "lower95": 0.8008365167820263,
      "upper95": 0.9305858592023978
    },
    {
      "sample": "region_East of England",
      "scenario": "fitted",
      "band": "D8",
      "bandValue": 8,
      "referenceBand": "D5",
      "rows": 926,
      "lsoas": 463,
      "collisions": 1871,
      "miles": 7882040176.108778,
      "clusters": 11,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": -0.24261592433847254,
      "rr": 0.7845727912249905,
      "lower95": 0.6842057860892667,
      "upper95": 0.8996627582600749
    },
    {
      "sample": "region_East of England",
      "scenario": "fitted",
      "band": "D9",
      "bandValue": 9,
      "referenceBand": "D5",
      "rows": 1080,
      "lsoas": 540,
      "collisions": 2884,
      "miles": 15032722186.75916,
      "clusters": 11,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": -0.27504478141744265,
      "rr": 0.7595381092702428,
      "lower95": 0.6977621804144286,
      "upper95": 0.8267833305198236
    },
    {
      "sample": "region_East of England",
      "scenario": "fitted",
      "band": "D10",
      "bandValue": 10,
      "referenceBand": "D5",
      "rows": 1290,
      "lsoas": 645,
      "collisions": 4923,
      "miles": 28775381532.652325,
      "clusters": 11,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": -0.30482295305193263,
      "rr": 0.73725389138889,
      "lower95": 0.6707311327773435,
      "upper95": 0.8103743419771993
    },
    {
      "sample": "region_London",
      "scenario": "fitted",
      "band": "D1",
      "bandValue": 1,
      "referenceBand": "D5",
      "rows": 4334,
      "lsoas": 2167,
      "collisions": 23632,
      "miles": 11855529553.519823,
      "clusters": 32,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": 0.4304857538310413,
      "rr": 1.5380044336721825,
      "lower95": 1.297260375353697,
      "upper95": 1.8234254918565216
    },
    {
      "sample": "region_London",
      "scenario": "fitted",
      "band": "D2",
      "bandValue": 2,
      "referenceBand": "D5",
      "rows": 1654,
      "lsoas": 827,
      "collisions": 7376,
      "miles": 6042767341.9729185,
      "clusters": 32,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": 0.23686512864145257,
      "rr": 1.2672701877968886,
      "lower95": 1.0506813133229038,
      "upper95": 1.5285069873372734
    },
    {
      "sample": "region_London",
      "scenario": "fitted",
      "band": "D3",
      "bandValue": 3,
      "referenceBand": "D5",
      "rows": 988,
      "lsoas": 494,
      "collisions": 4103,
      "miles": 4127712522.2537336,
      "clusters": 28,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": 0.14989096945032995,
      "rr": 1.1617075742076677,
      "lower95": 0.9797735813276108,
      "upper95": 1.3774248598770948
    },
    {
      "sample": "region_London",
      "scenario": "fitted",
      "band": "D4",
      "bandValue": 4,
      "referenceBand": "D5",
      "rows": 756,
      "lsoas": 378,
      "collisions": 2765,
      "miles": 3248585845.5840526,
      "clusters": 28,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": 0.015019588309398358,
      "rr": 1.0151329491592547,
      "lower95": 0.8761558197573095,
      "upper95": 1.1761548359676564
    },
    {
      "sample": "region_London",
      "scenario": "fitted",
      "band": "D5",
      "bandValue": 5,
      "referenceBand": "D5",
      "rows": 626,
      "lsoas": 313,
      "collisions": 2317,
      "miles": 3246626851.339121,
      "clusters": 25,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": 0.0,
      "rr": 1.0,
      "lower95": 1.0,
      "upper95": 1.0
    },
    {
      "sample": "region_London",
      "scenario": "fitted",
      "band": "D6",
      "bandValue": 6,
      "referenceBand": "D5",
      "rows": 502,
      "lsoas": 251,
      "collisions": 1474,
      "miles": 2624046039.225627,
      "clusters": 21,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": -0.20875997247827824,
      "rr": 0.8115900162063725,
      "lower95": 0.6703328895533454,
      "upper95": 0.9826138097516728
    },
    {
      "sample": "region_London",
      "scenario": "fitted",
      "band": "D7",
      "bandValue": 7,
      "referenceBand": "D5",
      "rows": 450,
      "lsoas": 225,
      "collisions": 1227,
      "miles": 2247691777.516404,
      "clusters": 20,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": -0.20684995446227739,
      "rr": 0.8131416491106156,
      "lower95": 0.7034610155553647,
      "upper95": 0.9399232180568405
    },
    {
      "sample": "region_London",
      "scenario": "fitted",
      "band": "D8",
      "bandValue": 8,
      "referenceBand": "D5",
      "rows": 348,
      "lsoas": 174,
      "collisions": 889,
      "miles": 1874865353.0798035,
      "clusters": 20,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": -0.29342560088439723,
      "rr": 0.7457047005705518,
      "lower95": 0.5950747343344173,
      "upper95": 0.934463300773438
    },
    {
      "sample": "region_London",
      "scenario": "fitted",
      "band": "D9",
      "bandValue": 9,
      "referenceBand": "D5",
      "rows": 208,
      "lsoas": 104,
      "collisions": 564,
      "miles": 1953297644.4299965,
      "clusters": 16,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": -0.32844543949224586,
      "rr": 0.7200422130228584,
      "lower95": 0.6086006701138718,
      "upper95": 0.8518899403082307
    },
    {
      "sample": "region_London",
      "scenario": "fitted",
      "band": "D10",
      "bandValue": 10,
      "referenceBand": "D5",
      "rows": 118,
      "lsoas": 59,
      "collisions": 414,
      "miles": 1065077071.07852,
      "clusters": 12,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": -0.2834606238858712,
      "rr": 0.753172778573471,
      "lower95": 0.5735832597771304,
      "upper95": 0.9889919636157075
    },
    {
      "sample": "region_North East",
      "scenario": "fitted",
      "band": "D1",
      "bandValue": 1,
      "referenceBand": "D5",
      "rows": 304,
      "lsoas": 152,
      "collisions": 986,
      "miles": 1831232320.1575603,
      "clusters": 12,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": 0.43756287979982383,
      "rr": 1.5489276918352728,
      "lower95": 1.18963083461453,
      "upper95": 2.016740760852537
    },
    {
      "sample": "region_North East",
      "scenario": "fitted",
      "band": "D2",
      "bandValue": 2,
      "referenceBand": "D5",
      "rows": 652,
      "lsoas": 326,
      "collisions": 1183,
      "miles": 3290274785.876677,
      "clusters": 12,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": 0.23497510679889916,
      "rr": 1.2648772814964482,
      "lower95": 1.0895072569817854,
      "upper95": 1.4684753378128188
    },
    {
      "sample": "region_North East",
      "scenario": "fitted",
      "band": "D3",
      "bandValue": 3,
      "referenceBand": "D5",
      "rows": 528,
      "lsoas": 264,
      "collisions": 840,
      "miles": 2813218271.5199213,
      "clusters": 12,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": 0.06630566733224402,
      "rr": 1.0685532890855023,
      "lower95": 0.9025227828766726,
      "upper95": 1.2651272114994019
    },
    {
      "sample": "region_North East",
      "scenario": "fitted",
      "band": "D4",
      "bandValue": 4,
      "referenceBand": "D5",
      "rows": 470,
      "lsoas": 235,
      "collisions": 694,
      "miles": 2737091956.2205067,
      "clusters": 12,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": 0.0807152967712226,
      "rr": 1.0840622166144902,
      "lower95": 0.9366422609193492,
      "upper95": 1.2546848872029628
    },
    {
      "sample": "region_North East",
      "scenario": "fitted",
      "band": "D5",
      "bandValue": 5,
      "referenceBand": "D5",
      "rows": 442,
      "lsoas": 221,
      "collisions": 687,
      "miles": 2858328904.2302322,
      "clusters": 12,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": 0.0,
      "rr": 1.0,
      "lower95": 1.0,
      "upper95": 1.0
    },
    {
      "sample": "region_North East",
      "scenario": "fitted",
      "band": "D6",
      "bandValue": 6,
      "referenceBand": "D5",
      "rows": 312,
      "lsoas": 156,
      "collisions": 436,
      "miles": 2268921079.20405,
      "clusters": 12,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": -0.05705243832916335,
      "rr": 0.9445445377304776,
      "lower95": 0.7977780417831526,
      "upper95": 1.1183115315663008
    },
    {
      "sample": "region_North East",
      "scenario": "fitted",
      "band": "D7",
      "bandValue": 7,
      "referenceBand": "D5",
      "rows": 288,
      "lsoas": 144,
      "collisions": 468,
      "miles": 2870904532.3946705,
      "clusters": 12,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": -0.17214601590515802,
      "rr": 0.8418562397927379,
      "lower95": 0.7199032650718312,
      "upper95": 0.9844682790919866
    },
    {
      "sample": "region_North East",
      "scenario": "fitted",
      "band": "D8",
      "bandValue": 8,
      "referenceBand": "D5",
      "rows": 180,
      "lsoas": 90,
      "collisions": 335,
      "miles": 2053665800.4825227,
      "clusters": 12,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": -0.1116005720056372,
      "rr": 0.8944014351336262,
      "lower95": 0.6801450088718346,
      "upper95": 1.176152021604899
    },
    {
      "sample": "region_North East",
      "scenario": "fitted",
      "band": "D9",
      "bandValue": 9,
      "referenceBand": "D5",
      "rows": 126,
      "lsoas": 63,
      "collisions": 343,
      "miles": 2872629873.947735,
      "clusters": 8,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": true,
      "logEffect": -0.3059473039665872,
      "rr": 0.7364254251324474,
      "lower95": 0.5593765162067199,
      "upper95": 0.969512289252215
    },
    {
      "sample": "region_North East",
      "scenario": "fitted",
      "band": "D10",
      "bandValue": 10,
      "referenceBand": "D5",
      "rows": 62,
      "lsoas": 31,
      "collisions": 171,
      "miles": 1349532475.9661243,
      "clusters": 8,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": true,
      "logEffect": -0.16065744579423244,
      "rr": 0.8515837347388953,
      "lower95": 0.5392046098286574,
      "upper95": 1.3449344535505543
    },
    {
      "sample": "region_North West",
      "scenario": "fitted",
      "band": "D1",
      "bandValue": 1,
      "referenceBand": "D5",
      "rows": 890,
      "lsoas": 445,
      "collisions": 3138,
      "miles": 4719247619.919917,
      "clusters": 23,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": 0.5322208583154239,
      "rr": 1.7027095894136912,
      "lower95": 1.5140965721192057,
      "upper95": 1.9148183803252703
    },
    {
      "sample": "region_North West",
      "scenario": "fitted",
      "band": "D2",
      "bandValue": 2,
      "referenceBand": "D5",
      "rows": 1434,
      "lsoas": 717,
      "collisions": 3235,
      "miles": 6824387683.350717,
      "clusters": 23,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": 0.300610272532086,
      "rr": 1.3506828407452907,
      "lower95": 1.212163633130285,
      "upper95": 1.5050312403553896
    },
    {
      "sample": "region_North West",
      "scenario": "fitted",
      "band": "D3",
      "bandValue": 3,
      "referenceBand": "D5",
      "rows": 1304,
      "lsoas": 652,
      "collisions": 2487,
      "miles": 6465881615.961568,
      "clusters": 23,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": 0.20972276657502062,
      "rr": 1.2333360905677222,
      "lower95": 1.1215760629558051,
      "upper95": 1.3562325040070076
    },
    {
      "sample": "region_North West",
      "scenario": "fitted",
      "band": "D4",
      "bandValue": 4,
      "referenceBand": "D5",
      "rows": 1068,
      "lsoas": 534,
      "collisions": 1729,
      "miles": 5762451840.805254,
      "clusters": 23,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": 0.04359461407629175,
      "rr": 1.0445588196046698,
      "lower95": 0.946094058153403,
      "upper95": 1.1532713034299449
    },
    {
      "sample": "region_North West",
      "scenario": "fitted",
      "band": "D5",
      "bandValue": 5,
      "referenceBand": "D5",
      "rows": 970,
      "lsoas": 485,
      "collisions": 1624,
      "miles": 6247344318.8102665,
      "clusters": 23,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": 0.0,
      "rr": 1.0,
      "lower95": 1.0,
      "upper95": 1.0
    },
    {
      "sample": "region_North West",
      "scenario": "fitted",
      "band": "D6",
      "bandValue": 6,
      "referenceBand": "D5",
      "rows": 924,
      "lsoas": 462,
      "collisions": 1372,
      "miles": 5082869945.475626,
      "clusters": 23,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": -0.07263962146340136,
      "rr": 0.9299358985846704,
      "lower95": 0.8189211828209445,
      "upper95": 1.0560000078366039
    },
    {
      "sample": "region_North West",
      "scenario": "fitted",
      "band": "D7",
      "bandValue": 7,
      "referenceBand": "D5",
      "rows": 800,
      "lsoas": 400,
      "collisions": 1472,
      "miles": 7003572196.813271,
      "clusters": 23,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": -0.027850245736601276,
      "rr": 0.9725339970089548,
      "lower95": 0.8427568507517507,
      "upper95": 1.1222956829060804
    },
    {
      "sample": "region_North West",
      "scenario": "fitted",
      "band": "D8",
      "bandValue": 8,
      "referenceBand": "D5",
      "rows": 792,
      "lsoas": 396,
      "collisions": 1359,
      "miles": 6790084368.25546,
      "clusters": 23,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": -0.1934292812401339,
      "rr": 0.8241281154526637,
      "lower95": 0.7111714050431376,
      "upper95": 0.9550259555758734
    },
    {
      "sample": "region_North West",
      "scenario": "fitted",
      "band": "D9",
      "bandValue": 9,
      "referenceBand": "D5",
      "rows": 592,
      "lsoas": 296,
      "collisions": 1744,
      "miles": 10650287879.236284,
      "clusters": 22,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": -0.3130443070467994,
      "rr": 0.7312175137625367,
      "lower95": 0.6103010090416834,
      "upper95": 0.8760907232852816
    },
    {
      "sample": "region_North West",
      "scenario": "fitted",
      "band": "D10",
      "bandValue": 10,
      "referenceBand": "D5",
      "rows": 360,
      "lsoas": 180,
      "collisions": 1620,
      "miles": 11493172531.371637,
      "clusters": 18,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": -0.40280571147047295,
      "rr": 0.6684419573131535,
      "lower95": 0.5550500968043608,
      "upper95": 0.8049987791536752
    },
    {
      "sample": "region_South East",
      "scenario": "fitted",
      "band": "D1",
      "bandValue": 1,
      "referenceBand": "D5",
      "rows": 408,
      "lsoas": 204,
      "collisions": 1999,
      "miles": 1682040110.1864734,
      "clusters": 17,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": 0.48565339148340986,
      "rr": 1.6252365777348443,
      "lower95": 1.3685547114348864,
      "upper95": 1.930060896752787
    },
    {
      "sample": "region_South East",
      "scenario": "fitted",
      "band": "D2",
      "bandValue": 2,
      "referenceBand": "D5",
      "rows": 506,
      "lsoas": 253,
      "collisions": 1851,
      "miles": 1939370487.4225388,
      "clusters": 15,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": 0.3803225241245822,
      "rr": 1.4627562875542446,
      "lower95": 1.2168691543465346,
      "upper95": 1.7583286988061444
    },
    {
      "sample": "region_South East",
      "scenario": "fitted",
      "band": "D3",
      "bandValue": 3,
      "referenceBand": "D5",
      "rows": 624,
      "lsoas": 312,
      "collisions": 1902,
      "miles": 2765478333.810127,
      "clusters": 18,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": 0.2364034876646091,
      "rr": 1.2666852989641828,
      "lower95": 1.1170392532949254,
      "upper95": 1.436378929280435
    },
    {
      "sample": "region_South East",
      "scenario": "fitted",
      "band": "D4",
      "bandValue": 4,
      "referenceBand": "D5",
      "rows": 894,
      "lsoas": 447,
      "collisions": 2615,
      "miles": 4566558543.88382,
      "clusters": 18,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": 0.08191968054567068,
      "rr": 1.0853686301123655,
      "lower95": 0.9471018791816209,
      "upper95": 1.2438208487664597
    },
    {
      "sample": "region_South East",
      "scenario": "fitted",
      "band": "D5",
      "bandValue": 5,
      "referenceBand": "D5",
      "rows": 956,
      "lsoas": 478,
      "collisions": 2191,
      "miles": 4403457125.301542,
      "clusters": 18,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": 0.0,
      "rr": 1.0,
      "lower95": 1.0,
      "upper95": 1.0
    },
    {
      "sample": "region_South East",
      "scenario": "fitted",
      "band": "D6",
      "bandValue": 6,
      "referenceBand": "D5",
      "rows": 1100,
      "lsoas": 550,
      "collisions": 2395,
      "miles": 5489677184.803347,
      "clusters": 18,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": -0.08666135312846897,
      "rr": 0.916987578032772,
      "lower95": 0.786572832396402,
      "upper95": 1.0690252493270014
    },
    {
      "sample": "region_South East",
      "scenario": "fitted",
      "band": "D7",
      "bandValue": 7,
      "referenceBand": "D5",
      "rows": 1146,
      "lsoas": 573,
      "collisions": 2650,
      "miles": 6413635491.904296,
      "clusters": 18,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": -0.09871902342881035,
      "rr": 0.9059972362605901,
      "lower95": 0.7751995919803337,
      "upper95": 1.0588640662399258
    },
    {
      "sample": "region_South East",
      "scenario": "fitted",
      "band": "D8",
      "bandValue": 8,
      "referenceBand": "D5",
      "rows": 1386,
      "lsoas": 693,
      "collisions": 3117,
      "miles": 9835476498.822355,
      "clusters": 18,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": -0.26289562487083235,
      "rr": 0.7688221390335359,
      "lower95": 0.692650836445194,
      "upper95": 0.8533700536646527
    },
    {
      "sample": "region_South East",
      "scenario": "fitted",
      "band": "D9",
      "bandValue": 9,
      "referenceBand": "D5",
      "rows": 1622,
      "lsoas": 811,
      "collisions": 4712,
      "miles": 19388677771.497177,
      "clusters": 18,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": -0.34356515624956296,
      "rr": 0.7092372683984554,
      "lower95": 0.617611658897178,
      "upper95": 0.8144559702507925
    },
    {
      "sample": "region_South East",
      "scenario": "fitted",
      "band": "D10",
      "bandValue": 10,
      "referenceBand": "D5",
      "rows": 1832,
      "lsoas": 916,
      "collisions": 8113,
      "miles": 39997328452.36833,
      "clusters": 17,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": -0.373101523324527,
      "rr": 0.6885953208089425,
      "lower95": 0.5664292021352179,
      "upper95": 0.8371099407526277
    },
    {
      "sample": "region_South West",
      "scenario": "fitted",
      "band": "D1",
      "bandValue": 1,
      "referenceBand": "D5",
      "rows": 96,
      "lsoas": 48,
      "collisions": 458,
      "miles": 489012451.49617696,
      "clusters": 8,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": true,
      "logEffect": 0.20262652233346123,
      "rr": 1.2246150164700458,
      "lower95": 0.874263395200394,
      "upper95": 1.7153662692467884
    },
    {
      "sample": "region_South West",
      "scenario": "fitted",
      "band": "D2",
      "bandValue": 2,
      "referenceBand": "D5",
      "rows": 222,
      "lsoas": 111,
      "collisions": 671,
      "miles": 994074495.7798431,
      "clusters": 9,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": true,
      "logEffect": 0.16924767572452548,
      "rr": 1.1844134530591985,
      "lower95": 0.9621363585431219,
      "upper95": 1.4580420075921505
    },
    {
      "sample": "region_South West",
      "scenario": "fitted",
      "band": "D3",
      "bandValue": 3,
      "referenceBand": "D5",
      "rows": 276,
      "lsoas": 138,
      "collisions": 586,
      "miles": 1062972869.7522209,
      "clusters": 9,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": true,
      "logEffect": 0.012675779236709987,
      "rr": 1.0127564574523684,
      "lower95": 0.9257439866704597,
      "upper95": 1.1079473989352355
    },
    {
      "sample": "region_South West",
      "scenario": "fitted",
      "band": "D4",
      "bandValue": 4,
      "referenceBand": "D5",
      "rows": 362,
      "lsoas": 181,
      "collisions": 787,
      "miles": 1623470328.6056523,
      "clusters": 9,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": true,
      "logEffect": 0.005339784784476791,
      "rr": 1.0053540668449763,
      "lower95": 0.8581881000544315,
      "upper95": 1.1777567175047359
    },
    {
      "sample": "region_South West",
      "scenario": "fitted",
      "band": "D5",
      "bandValue": 5,
      "referenceBand": "D5",
      "rows": 460,
      "lsoas": 230,
      "collisions": 915,
      "miles": 2025650448.2496068,
      "clusters": 9,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": true,
      "logEffect": 0.0,
      "rr": 1.0,
      "lower95": 1.0,
      "upper95": 1.0
    },
    {
      "sample": "region_South West",
      "scenario": "fitted",
      "band": "D6",
      "bandValue": 6,
      "referenceBand": "D5",
      "rows": 518,
      "lsoas": 259,
      "collisions": 991,
      "miles": 2407219535.745424,
      "clusters": 9,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": true,
      "logEffect": -0.020690954916226537,
      "rr": 0.9795216341432604,
      "lower95": 0.8048128182102952,
      "upper95": 1.19215625055313
    },
    {
      "sample": "region_South West",
      "scenario": "fitted",
      "band": "D7",
      "bandValue": 7,
      "referenceBand": "D5",
      "rows": 662,
      "lsoas": 331,
      "collisions": 1273,
      "miles": 3779301489.741496,
      "clusters": 9,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": true,
      "logEffect": -0.1416404363992144,
      "rr": 0.8679332776013705,
      "lower95": 0.7584147089895186,
      "upper95": 0.9932668307179001
    },
    {
      "sample": "region_South West",
      "scenario": "fitted",
      "band": "D8",
      "bandValue": 8,
      "referenceBand": "D5",
      "rows": 650,
      "lsoas": 325,
      "collisions": 1365,
      "miles": 4929132121.054003,
      "clusters": 9,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": true,
      "logEffect": -0.15553263362274525,
      "rr": 0.855959143425374,
      "lower95": 0.694502356240296,
      "upper95": 1.0549511439814316
    },
    {
      "sample": "region_South West",
      "scenario": "fitted",
      "band": "D9",
      "bandValue": 9,
      "referenceBand": "D5",
      "rows": 694,
      "lsoas": 347,
      "collisions": 2040,
      "miles": 9058717764.584932,
      "clusters": 9,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": true,
      "logEffect": -0.23678648762496646,
      "rr": 0.7891597654067588,
      "lower95": 0.6394141194388496,
      "upper95": 0.9739746377252301
    },
    {
      "sample": "region_South West",
      "scenario": "fitted",
      "band": "D10",
      "bandValue": 10,
      "referenceBand": "D5",
      "rows": 796,
      "lsoas": 398,
      "collisions": 3871,
      "miles": 20622648494.990646,
      "clusters": 7,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": true,
      "logEffect": -0.24605336181403895,
      "rr": 0.7818805012503532,
      "lower95": 0.6377459928841591,
      "upper95": 0.9585902930895367
    },
    {
      "sample": "region_Wales",
      "scenario": "fitted",
      "band": "D1",
      "bandValue": 1,
      "referenceBand": "D5",
      "rows": 52,
      "lsoas": 26,
      "collisions": 131,
      "miles": 470151246.81667274,
      "clusters": 4,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": true,
      "logEffect": 0.09293430168939026,
      "rr": 1.0973896362545337,
      "lower95": 0.7931902548999463,
      "upper95": 1.51825366779218
    },
    {
      "sample": "region_Wales",
      "scenario": "fitted",
      "band": "D2",
      "bandValue": 2,
      "referenceBand": "D5",
      "rows": 180,
      "lsoas": 90,
      "collisions": 302,
      "miles": 917742503.712641,
      "clusters": 17,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": 0.48053869642081504,
      "rr": 1.6169452102186503,
      "lower95": 1.204828443888068,
      "upper95": 2.1700282941626257
    },
    {
      "sample": "region_Wales",
      "scenario": "fitted",
      "band": "D3",
      "bandValue": 3,
      "referenceBand": "D5",
      "rows": 350,
      "lsoas": 175,
      "collisions": 483,
      "miles": 1766372488.3056197,
      "clusters": 22,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": 0.2928460898967753,
      "rr": 1.3402364986190436,
      "lower95": 1.1555352242606414,
      "upper95": 1.5544605084452858
    },
    {
      "sample": "region_Wales",
      "scenario": "fitted",
      "band": "D4",
      "bandValue": 4,
      "referenceBand": "D5",
      "rows": 426,
      "lsoas": 213,
      "collisions": 573,
      "miles": 2590581022.261241,
      "clusters": 22,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": 0.1693918820966555,
      "rr": 1.18458426534218,
      "lower95": 0.9940030785240712,
      "upper95": 1.4117057703481661
    },
    {
      "sample": "region_Wales",
      "scenario": "fitted",
      "band": "D5",
      "bandValue": 5,
      "referenceBand": "D5",
      "rows": 476,
      "lsoas": 238,
      "collisions": 529,
      "miles": 2608005935.001214,
      "clusters": 22,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": 0.0,
      "rr": 1.0,
      "lower95": 1.0,
      "upper95": 1.0
    },
    {
      "sample": "region_Wales",
      "scenario": "fitted",
      "band": "D6",
      "bandValue": 6,
      "referenceBand": "D5",
      "rows": 474,
      "lsoas": 237,
      "collisions": 652,
      "miles": 3152098732.4699163,
      "clusters": 22,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": 0.02405519061486703,
      "rr": 1.024346850663093,
      "lower95": 0.8954593198227205,
      "upper95": 1.1717857497659758
    },
    {
      "sample": "region_Wales",
      "scenario": "fitted",
      "band": "D7",
      "bandValue": 7,
      "referenceBand": "D5",
      "rows": 512,
      "lsoas": 256,
      "collisions": 748,
      "miles": 4519211509.316023,
      "clusters": 22,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": -0.25860716177694043,
      "rr": 0.7721262841909775,
      "lower95": 0.6805741047133421,
      "upper95": 0.8759942445792539
    },
    {
      "sample": "region_Wales",
      "scenario": "fitted",
      "band": "D8",
      "bandValue": 8,
      "referenceBand": "D5",
      "rows": 468,
      "lsoas": 234,
      "collisions": 665,
      "miles": 4996816174.943779,
      "clusters": 22,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": -0.4000767147614156,
      "rr": 0.6702686245656537,
      "lower95": 0.5734383104685331,
      "upper95": 0.7834496246162227
    },
    {
      "sample": "region_Wales",
      "scenario": "fitted",
      "band": "D9",
      "bandValue": 9,
      "referenceBand": "D5",
      "rows": 498,
      "lsoas": 249,
      "collisions": 1059,
      "miles": 7315267065.89259,
      "clusters": 22,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": -0.4428918083034235,
      "rr": 0.6421766815141243,
      "lower95": 0.5166723484687914,
      "upper95": 0.7981671391988625
    },
    {
      "sample": "region_Wales",
      "scenario": "fitted",
      "band": "D10",
      "bandValue": 10,
      "referenceBand": "D5",
      "rows": 396,
      "lsoas": 198,
      "collisions": 1317,
      "miles": 8316253321.280302,
      "clusters": 21,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": -0.616677870581354,
      "rr": 0.5397345304501037,
      "lower95": 0.4302742083107852,
      "upper95": 0.6770411931123222
    },
    {
      "sample": "region_West Midlands",
      "scenario": "fitted",
      "band": "D1",
      "bandValue": 1,
      "referenceBand": "D5",
      "rows": 198,
      "lsoas": 99,
      "collisions": 1128,
      "miles": 1267112882.0736747,
      "clusters": 11,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": 0.5146057811482052,
      "rr": 1.672978851980771,
      "lower95": 1.2657120657401024,
      "upper95": 2.2112914263310874
    },
    {
      "sample": "region_West Midlands",
      "scenario": "fitted",
      "band": "D2",
      "bandValue": 2,
      "referenceBand": "D5",
      "rows": 526,
      "lsoas": 263,
      "collisions": 1842,
      "miles": 2948560862.598605,
      "clusters": 12,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": 0.3843208905752262,
      "rr": 1.4686166313133993,
      "lower95": 1.2227039749514428,
      "upper95": 1.7639877304365277
    },
    {
      "sample": "region_West Midlands",
      "scenario": "fitted",
      "band": "D3",
      "bandValue": 3,
      "referenceBand": "D5",
      "rows": 724,
      "lsoas": 362,
      "collisions": 2091,
      "miles": 3957327708.5364337,
      "clusters": 12,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": 0.28291954395591074,
      "rr": 1.3269983924809237,
      "lower95": 1.2114478625823264,
      "upper95": 1.4535703830401439
    },
    {
      "sample": "region_West Midlands",
      "scenario": "fitted",
      "band": "D4",
      "bandValue": 4,
      "referenceBand": "D5",
      "rows": 692,
      "lsoas": 346,
      "collisions": 1545,
      "miles": 3154348170.204137,
      "clusters": 12,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": 0.16214581476289516,
      "rr": 1.1760317116044312,
      "lower95": 1.0865453941583463,
      "upper95": 1.2728879935758037
    },
    {
      "sample": "region_West Midlands",
      "scenario": "fitted",
      "band": "D5",
      "bandValue": 5,
      "referenceBand": "D5",
      "rows": 654,
      "lsoas": 327,
      "collisions": 1346,
      "miles": 3619453919.6023045,
      "clusters": 12,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": 0.0,
      "rr": 1.0,
      "lower95": 1.0,
      "upper95": 1.0
    },
    {
      "sample": "region_West Midlands",
      "scenario": "fitted",
      "band": "D6",
      "bandValue": 6,
      "referenceBand": "D5",
      "rows": 564,
      "lsoas": 282,
      "collisions": 1118,
      "miles": 2900478700.584749,
      "clusters": 12,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": 0.0602257984438023,
      "rr": 1.0620763346560143,
      "lower95": 0.920385034716416,
      "upper95": 1.2255807059964954
    },
    {
      "sample": "region_West Midlands",
      "scenario": "fitted",
      "band": "D7",
      "bandValue": 7,
      "referenceBand": "D5",
      "rows": 578,
      "lsoas": 289,
      "collisions": 994,
      "miles": 3316568433.827671,
      "clusters": 12,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": -0.12500729126484614,
      "rr": 0.8824904680894106,
      "lower95": 0.8133384983871443,
      "upper95": 0.9575219023973557
    },
    {
      "sample": "region_West Midlands",
      "scenario": "fitted",
      "band": "D8",
      "bandValue": 8,
      "referenceBand": "D5",
      "rows": 600,
      "lsoas": 300,
      "collisions": 986,
      "miles": 4875878228.285047,
      "clusters": 12,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": -0.2783893406342265,
      "rr": 0.7570020324799481,
      "lower95": 0.6641501475325876,
      "upper95": 0.8628351274297573
    },
    {
      "sample": "region_West Midlands",
      "scenario": "fitted",
      "band": "D9",
      "bandValue": 9,
      "referenceBand": "D5",
      "rows": 542,
      "lsoas": 271,
      "collisions": 1049,
      "miles": 6146532360.855503,
      "clusters": 12,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": -0.33694588648126456,
      "rr": 0.7139474730673824,
      "lower95": 0.6029449193031492,
      "upper95": 0.8453856695374569
    },
    {
      "sample": "region_West Midlands",
      "scenario": "fitted",
      "band": "D10",
      "bandValue": 10,
      "referenceBand": "D5",
      "rows": 676,
      "lsoas": 338,
      "collisions": 2186,
      "miles": 17555138733.431873,
      "clusters": 12,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": -0.5353612826333378,
      "rr": 0.5854577362190659,
      "lower95": 0.47808908981343184,
      "upper95": 0.7169390981762656
    },
    {
      "sample": "region_Yorkshire and The Humber",
      "scenario": "fitted",
      "band": "D1",
      "bandValue": 1,
      "referenceBand": "D5",
      "rows": 328,
      "lsoas": 164,
      "collisions": 1878,
      "miles": 1858084423.6402912,
      "clusters": 12,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": 0.6188969196567454,
      "rr": 1.8568786254071596,
      "lower95": 1.5300112651094335,
      "upper95": 2.253577021374
    },
    {
      "sample": "region_Yorkshire and The Humber",
      "scenario": "fitted",
      "band": "D2",
      "bandValue": 2,
      "referenceBand": "D5",
      "rows": 738,
      "lsoas": 369,
      "collisions": 2550,
      "miles": 3326272187.4121823,
      "clusters": 13,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": 0.3088713798519694,
      "rr": 1.3618871931056138,
      "lower95": 1.1649675333870424,
      "upper95": 1.5920930614715079
    },
    {
      "sample": "region_Yorkshire and The Humber",
      "scenario": "fitted",
      "band": "D3",
      "bandValue": 3,
      "referenceBand": "D5",
      "rows": 848,
      "lsoas": 424,
      "collisions": 2306,
      "miles": 4093709830.5828075,
      "clusters": 13,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": 0.14453326752856285,
      "rr": 1.1555001349580916,
      "lower95": 0.9728822323913155,
      "upper95": 1.3723969021474813
    },
    {
      "sample": "region_Yorkshire and The Humber",
      "scenario": "fitted",
      "band": "D4",
      "bandValue": 4,
      "referenceBand": "D5",
      "rows": 726,
      "lsoas": 363,
      "collisions": 1832,
      "miles": 3730767331.968102,
      "clusters": 13,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": 0.1279012440446783,
      "rr": 1.136440766861575,
      "lower95": 1.002855631678278,
      "upper95": 1.2878200767777557
    },
    {
      "sample": "region_Yorkshire and The Humber",
      "scenario": "fitted",
      "band": "D5",
      "bandValue": 5,
      "referenceBand": "D5",
      "rows": 708,
      "lsoas": 354,
      "collisions": 1505,
      "miles": 3837552391.721524,
      "clusters": 13,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": 0.0,
      "rr": 1.0,
      "lower95": 1.0,
      "upper95": 1.0
    },
    {
      "sample": "region_Yorkshire and The Humber",
      "scenario": "fitted",
      "band": "D6",
      "bandValue": 6,
      "referenceBand": "D5",
      "rows": 654,
      "lsoas": 327,
      "collisions": 1331,
      "miles": 4300789887.165039,
      "clusters": 13,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": -0.03220712101876369,
      "rr": 0.9683060047818421,
      "lower95": 0.8528539583928714,
      "upper95": 1.0993869579540079
    },
    {
      "sample": "region_Yorkshire and The Humber",
      "scenario": "fitted",
      "band": "D7",
      "bandValue": 7,
      "referenceBand": "D5",
      "rows": 574,
      "lsoas": 287,
      "collisions": 1296,
      "miles": 5495920942.133926,
      "clusters": 13,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": -0.054915661362972185,
      "rr": 0.946564976587101,
      "lower95": 0.8382342915052873,
      "upper95": 1.0688959685630897
    },
    {
      "sample": "region_Yorkshire and The Humber",
      "scenario": "fitted",
      "band": "D8",
      "bandValue": 8,
      "referenceBand": "D5",
      "rows": 476,
      "lsoas": 238,
      "collisions": 1282,
      "miles": 5798393603.349041,
      "clusters": 13,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": -0.09534941739095569,
      "rr": 0.9090552392574119,
      "lower95": 0.762938895816922,
      "upper95": 1.0831554565539578
    },
    {
      "sample": "region_Yorkshire and The Humber",
      "scenario": "fitted",
      "band": "D9",
      "bandValue": 9,
      "referenceBand": "D5",
      "rows": 440,
      "lsoas": 220,
      "collisions": 1537,
      "miles": 9045467321.980423,
      "clusters": 12,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": -0.1927092161651795,
      "rr": 0.8247217550298026,
      "lower95": 0.6821943867815915,
      "upper95": 0.9970266340482172
    },
    {
      "sample": "region_Yorkshire and The Humber",
      "scenario": "fitted",
      "band": "D10",
      "bandValue": 10,
      "referenceBand": "D5",
      "rows": 236,
      "lsoas": 118,
      "collisions": 1231,
      "miles": 7729742080.046665,
      "clusters": 11,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": -0.2029320143576334,
      "rr": 0.8163337385126843,
      "lower95": 0.6599998692563813,
      "upper95": 1.0096983403722886
    },
    {
      "sample": "urbanRural_Rural",
      "scenario": "fitted",
      "band": "D1",
      "bandValue": 1,
      "referenceBand": "D5",
      "rows": 4,
      "lsoas": 2,
      "collisions": 5,
      "miles": 6016465.452739326,
      "clusters": 2,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": true,
      "logEffect": 0.5718949690964313,
      "rr": 1.7716210396988408,
      "lower95": 0.6244338597406304,
      "upper95": 5.026378789912661
    },
    {
      "sample": "urbanRural_Rural",
      "scenario": "fitted",
      "band": "D2",
      "bandValue": 2,
      "referenceBand": "D5",
      "rows": 66,
      "lsoas": 33,
      "collisions": 84,
      "miles": 209717599.12260076,
      "clusters": 18,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": true,
      "logEffect": 0.11157939866254325,
      "rr": 1.118042511561556,
      "lower95": 0.77026330104947,
      "upper95": 1.6228464421915771
    },
    {
      "sample": "urbanRural_Rural",
      "scenario": "fitted",
      "band": "D3",
      "bandValue": 3,
      "referenceBand": "D5",
      "rows": 176,
      "lsoas": 88,
      "collisions": 255,
      "miles": 616721757.0437336,
      "clusters": 37,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": 0.26603810645882225,
      "rr": 1.3047847784670321,
      "lower95": 0.9240322293023671,
      "upper95": 1.8424285042574766
    },
    {
      "sample": "urbanRural_Rural",
      "scenario": "fitted",
      "band": "D4",
      "bandValue": 4,
      "referenceBand": "D5",
      "rows": 346,
      "lsoas": 173,
      "collisions": 523,
      "miles": 1464874081.1217694,
      "clusters": 52,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": 0.1444393182033723,
      "rr": 1.1553915815994917,
      "lower95": 0.9522169875856423,
      "upper95": 1.4019175505529529
    },
    {
      "sample": "urbanRural_Rural",
      "scenario": "fitted",
      "band": "D5",
      "bandValue": 5,
      "referenceBand": "D5",
      "rows": 528,
      "lsoas": 264,
      "collisions": 793,
      "miles": 2453443143.923583,
      "clusters": 64,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": 0.0,
      "rr": 1.0,
      "lower95": 1.0,
      "upper95": 1.0
    },
    {
      "sample": "urbanRural_Rural",
      "scenario": "fitted",
      "band": "D6",
      "bandValue": 6,
      "referenceBand": "D5",
      "rows": 762,
      "lsoas": 381,
      "collisions": 1310,
      "miles": 4831194359.589574,
      "clusters": 71,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": -0.07405544146437625,
      "rr": 0.9286202083498846,
      "lower95": 0.7959370386238078,
      "upper95": 1.0834217400496646
    },
    {
      "sample": "urbanRural_Rural",
      "scenario": "fitted",
      "band": "D7",
      "bandValue": 7,
      "referenceBand": "D5",
      "rows": 1034,
      "lsoas": 517,
      "collisions": 2260,
      "miles": 10204915603.854786,
      "clusters": 74,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": -0.15198173323850575,
      "rr": 0.8590039718184863,
      "lower95": 0.7509732920918214,
      "upper95": 0.9825753210804111
    },
    {
      "sample": "urbanRural_Rural",
      "scenario": "fitted",
      "band": "D8",
      "bandValue": 8,
      "referenceBand": "D5",
      "rows": 1472,
      "lsoas": 736,
      "collisions": 3632,
      "miles": 18124567652.324642,
      "clusters": 85,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": -0.2900109149203845,
      "rr": 0.7482554003858707,
      "lower95": 0.6536221453184412,
      "upper95": 0.8565899246480488
    },
    {
      "sample": "urbanRural_Rural",
      "scenario": "fitted",
      "band": "D9",
      "bandValue": 9,
      "referenceBand": "D5",
      "rows": 2582,
      "lsoas": 1291,
      "collisions": 9434,
      "miles": 52954615966.920044,
      "clusters": 86,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": -0.320997851628143,
      "rr": 0.7254248094707121,
      "lower95": 0.6356282345398249,
      "upper95": 0.827907140683581
    },
    {
      "sample": "urbanRural_Rural",
      "scenario": "fitted",
      "band": "D10",
      "bandValue": 10,
      "referenceBand": "D5",
      "rows": 4332,
      "lsoas": 2166,
      "collisions": 21150,
      "miles": 125229321817.98672,
      "clusters": 81,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": -0.3489131662186883,
      "rr": 0.7054543848822133,
      "lower95": 0.6072651651738697,
      "upper95": 0.8195199028204627
    },
    {
      "sample": "urbanRural_Urban",
      "scenario": "fitted",
      "band": "D1",
      "bandValue": 1,
      "referenceBand": "D5",
      "rows": 6958,
      "lsoas": 3479,
      "collisions": 35222,
      "miles": 25968213594.520042,
      "clusters": 135,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": 0.5423495084550396,
      "rr": 1.7200433748699495,
      "lower95": 1.602650644901837,
      "upper95": 1.8460350175787799
    },
    {
      "sample": "urbanRural_Urban",
      "scenario": "fitted",
      "band": "D2",
      "bandValue": 2,
      "referenceBand": "D5",
      "rows": 6732,
      "lsoas": 3366,
      "collisions": 21848,
      "miles": 30418652720.61513,
      "clusters": 153,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": 0.32027149559945706,
      "rr": 1.3775016992224056,
      "lower95": 1.290283852245765,
      "upper95": 1.4706151115957617
    },
    {
      "sample": "urbanRural_Urban",
      "scenario": "fitted",
      "band": "D3",
      "bandValue": 3,
      "referenceBand": "D5",
      "rows": 6452,
      "lsoas": 3226,
      "collisions": 16999,
      "miles": 30792000342.08706,
      "clusters": 157,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": 0.2039853758323322,
      "rr": 1.2262802199975351,
      "lower95": 1.154954026578577,
      "upper95": 1.3020112864682019
    },
    {
      "sample": "urbanRural_Urban",
      "scenario": "fitted",
      "band": "D4",
      "bandValue": 4,
      "referenceBand": "D5",
      "rows": 6236,
      "lsoas": 3118,
      "collisions": 14818,
      "miles": 32008462253.957165,
      "clusters": 158,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": 0.09707543017208022,
      "rr": 1.1019434902733134,
      "lower95": 1.049049095133165,
      "upper95": 1.1575048883690169
    },
    {
      "sample": "urbanRural_Urban",
      "scenario": "fitted",
      "band": "D5",
      "bandValue": 5,
      "referenceBand": "D5",
      "rows": 6078,
      "lsoas": 3039,
      "collisions": 12987,
      "miles": 33892851283.953133,
      "clusters": 155,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": 0.0,
      "rr": 1.0,
      "lower95": 1.0,
      "upper95": 1.0
    },
    {
      "sample": "urbanRural_Urban",
      "scenario": "fitted",
      "band": "D6",
      "bandValue": 6,
      "referenceBand": "D5",
      "rows": 5810,
      "lsoas": 2905,
      "collisions": 11179,
      "miles": 32659001108.658924,
      "clusters": 151,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": -0.0977833451200985,
      "rr": 0.9068453549435626,
      "lower95": 0.8579591530487235,
      "upper95": 0.9585170749218799
    },
    {
      "sample": "urbanRural_Urban",
      "scenario": "fitted",
      "band": "D7",
      "bandValue": 7,
      "referenceBand": "D5",
      "rows": 5576,
      "lsoas": 2788,
      "collisions": 10978,
      "miles": 36181469080.1999,
      "clusters": 148,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": -0.117594303162464,
      "rr": 0.889056666937793,
      "lower95": 0.8441429551400772,
      "upper95": 0.9363600705467892
    },
    {
      "sample": "urbanRural_Urban",
      "scenario": "fitted",
      "band": "D8",
      "bandValue": 8,
      "referenceBand": "D5",
      "rows": 5074,
      "lsoas": 2537,
      "collisions": 9909,
      "miles": 38843172287.546844,
      "clusters": 146,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": -0.22362287225075203,
      "rr": 0.799616635135509,
      "lower95": 0.7535319567804319,
      "upper95": 0.8485197707039536
    },
    {
      "sample": "urbanRural_Urban",
      "scenario": "fitted",
      "band": "D9",
      "bandValue": 9,
      "referenceBand": "D5",
      "rows": 3948,
      "lsoas": 1974,
      "collisions": 8689,
      "miles": 40347291896.50537,
      "clusters": 133,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": -0.3041040628531106,
      "rr": 0.7377840865386673,
      "lower95": 0.6919276386704925,
      "upper95": 0.7866796004790214
    },
    {
      "sample": "urbanRural_Urban",
      "scenario": "fitted",
      "band": "D10",
      "bandValue": 10,
      "referenceBand": "D5",
      "rows": 2050,
      "lsoas": 1025,
      "collisions": 5539,
      "miles": 29255296984.61622,
      "clusters": 104,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": -0.4241422501426393,
      "rr": 0.6543307966391638,
      "lower95": 0.5989958986712095,
      "upper95": 0.7147775007812781
    },
    {
      "sample": "development",
      "scenario": "benchmark",
      "band": "D1",
      "bandValue": 1,
      "referenceBand": "D5",
      "rows": 6962,
      "lsoas": 3481,
      "collisions": 35227,
      "miles": 25455561954.13291,
      "clusters": 135,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": 0.5690745782253034,
      "rr": 1.7666314155441243,
      "lower95": 1.6463742439315876,
      "upper95": 1.8956726090019689
    },
    {
      "sample": "development",
      "scenario": "benchmark",
      "band": "D2",
      "bandValue": 2,
      "referenceBand": "D5",
      "rows": 6798,
      "lsoas": 3399,
      "collisions": 21932,
      "miles": 30051915170.59654,
      "clusters": 153,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": 0.34771793175225646,
      "rr": 1.4158328319251312,
      "lower95": 1.3266998581013063,
      "upper95": 1.5109541134842481
    },
    {
      "sample": "development",
      "scenario": "benchmark",
      "band": "D3",
      "bandValue": 3,
      "referenceBand": "D5",
      "rows": 6628,
      "lsoas": 3314,
      "collisions": 17254,
      "miles": 31148859918.46142,
      "clusters": 157,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": 0.22273089655823197,
      "rr": 1.2494842879678574,
      "lower95": 1.1756973281663894,
      "upper95": 1.3279021296351832
    },
    {
      "sample": "development",
      "scenario": "benchmark",
      "band": "D4",
      "bandValue": 4,
      "referenceBand": "D5",
      "rows": 6582,
      "lsoas": 3291,
      "collisions": 15341,
      "miles": 33442491061.696297,
      "clusters": 158,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": 0.10765543358419727,
      "rr": 1.113663948073436,
      "lower95": 1.0615438239980404,
      "upper95": 1.1683430878693546
    },
    {
      "sample": "development",
      "scenario": "benchmark",
      "band": "D5",
      "bandValue": 5,
      "referenceBand": "D5",
      "rows": 6606,
      "lsoas": 3303,
      "collisions": 13780,
      "miles": 36585902425.25633,
      "clusters": 155,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": 0.0,
      "rr": 1.0,
      "lower95": 1.0,
      "upper95": 1.0
    },
    {
      "sample": "development",
      "scenario": "benchmark",
      "band": "D6",
      "bandValue": 6,
      "referenceBand": "D5",
      "rows": 6572,
      "lsoas": 3286,
      "collisions": 12489,
      "miles": 37936289713.37846,
      "clusters": 151,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": -0.10939191585774856,
      "rr": 0.8963790434865135,
      "lower95": 0.8494096401395412,
      "upper95": 0.9459456917274903
    },
    {
      "sample": "development",
      "scenario": "benchmark",
      "band": "D7",
      "bandValue": 7,
      "referenceBand": "D5",
      "rows": 6610,
      "lsoas": 3305,
      "collisions": 13238,
      "miles": 46837810591.073364,
      "clusters": 150,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": -0.14078704091651556,
      "rr": 0.8686742840805786,
      "lower95": 0.8247086467776427,
      "upper95": 0.9149837518635343
    },
    {
      "sample": "development",
      "scenario": "benchmark",
      "band": "D8",
      "bandValue": 8,
      "referenceBand": "D5",
      "rows": 6546,
      "lsoas": 3273,
      "collisions": 13541,
      "miles": 57733518264.16116,
      "clusters": 150,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": -0.2604237832384364,
      "rr": 0.7707248962931915,
      "lower95": 0.7310001169097476,
      "upper95": 0.8126084415380342
    },
    {
      "sample": "development",
      "scenario": "benchmark",
      "band": "D9",
      "bandValue": 9,
      "referenceBand": "D5",
      "rows": 6530,
      "lsoas": 3265,
      "collisions": 18123,
      "miles": 93604405057.3187,
      "clusters": 140,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": -0.3265087696569866,
      "rr": 0.7214380482566505,
      "lower95": 0.6801859666588964,
      "upper95": 0.7651919959903773
    },
    {
      "sample": "development",
      "scenario": "benchmark",
      "band": "D10",
      "bandValue": 10,
      "referenceBand": "D5",
      "rows": 6382,
      "lsoas": 3191,
      "collisions": 26689,
      "miles": 153665045843.9248,
      "clusters": 127,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": -0.40749637988492166,
      "rr": 0.6653138599064049,
      "lower95": 0.6150667279132892,
      "upper95": 0.7196658705394355
    },
    {
      "sample": "development",
      "scenario": "length",
      "band": "D1",
      "bandValue": 1,
      "referenceBand": "D5",
      "rows": 6962,
      "lsoas": 3481,
      "collisions": 35227,
      "miles": 25025463336.98619,
      "clusters": 135,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": 0.5479590748060612,
      "rr": 1.729719185486173,
      "lower95": 1.613161940760037,
      "upper95": 1.8546981459464078
    },
    {
      "sample": "development",
      "scenario": "length",
      "band": "D2",
      "bandValue": 2,
      "referenceBand": "D5",
      "rows": 6798,
      "lsoas": 3399,
      "collisions": 21932,
      "miles": 29006895008.6358,
      "clusters": 153,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": 0.3329934021075461,
      "rr": 1.3951380934683377,
      "lower95": 1.3069227166666002,
      "upper95": 1.489307879513279
    },
    {
      "sample": "development",
      "scenario": "length",
      "band": "D3",
      "bandValue": 3,
      "referenceBand": "D5",
      "rows": 6628,
      "lsoas": 3314,
      "collisions": 17254,
      "miles": 29794964650.634583,
      "clusters": 157,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": 0.21414242230951677,
      "rr": 1.238799074855346,
      "lower95": 1.1652591496724605,
      "upper95": 1.3169801312384666
    },
    {
      "sample": "development",
      "scenario": "length",
      "band": "D4",
      "bandValue": 4,
      "referenceBand": "D5",
      "rows": 6582,
      "lsoas": 3291,
      "collisions": 15341,
      "miles": 31717292592.375916,
      "clusters": 158,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": 0.10354588584780455,
      "rr": 1.1090966840391223,
      "lower95": 1.0560938941846616,
      "upper95": 1.1647595553009518
    },
    {
      "sample": "development",
      "scenario": "length",
      "band": "D5",
      "bandValue": 5,
      "referenceBand": "D5",
      "rows": 6606,
      "lsoas": 3303,
      "collisions": 13780,
      "miles": 34692206731.419815,
      "clusters": 155,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": 0.0,
      "rr": 1.0,
      "lower95": 1.0,
      "upper95": 1.0
    },
    {
      "sample": "development",
      "scenario": "length",
      "band": "D6",
      "bandValue": 6,
      "referenceBand": "D5",
      "rows": 6572,
      "lsoas": 3286,
      "collisions": 12489,
      "miles": 36020137849.08651,
      "clusters": 151,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": -0.1110607611044507,
      "rr": 0.8948843731142143,
      "lower95": 0.847545106021695,
      "upper95": 0.9448677545941979
    },
    {
      "sample": "development",
      "scenario": "length",
      "band": "D7",
      "bandValue": 7,
      "referenceBand": "D5",
      "rows": 6610,
      "lsoas": 3305,
      "collisions": 13238,
      "miles": 44929641826.45617,
      "clusters": 150,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": -0.13769978142954237,
      "rr": 0.8713602510102715,
      "lower95": 0.8262401288894726,
      "upper95": 0.9189443365104962
    },
    {
      "sample": "development",
      "scenario": "length",
      "band": "D8",
      "bandValue": 8,
      "referenceBand": "D5",
      "rows": 6546,
      "lsoas": 3273,
      "collisions": 13541,
      "miles": 56161219871.23917,
      "clusters": 150,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": -0.2585007305176976,
      "rr": 0.7722084669370275,
      "lower95": 0.7310369527505167,
      "upper95": 0.815698733375435
    },
    {
      "sample": "development",
      "scenario": "length",
      "band": "D9",
      "bandValue": 9,
      "referenceBand": "D5",
      "rows": 6530,
      "lsoas": 3265,
      "collisions": 18123,
      "miles": 94683211706.1768,
      "clusters": 140,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": -0.32991063229868667,
      "rr": 0.7189879848643612,
      "lower95": 0.6770281754539064,
      "upper95": 0.7635483147104408
    },
    {
      "sample": "development",
      "scenario": "length",
      "band": "D10",
      "bandValue": 10,
      "referenceBand": "D5",
      "rows": 6382,
      "lsoas": 3191,
      "collisions": 26689,
      "miles": 164430766426.98907,
      "clusters": 127,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": -0.44509640524228805,
      "rr": 0.6407625001905292,
      "lower95": 0.592510870807938,
      "upper95": 0.69294354226879
    },
    {
      "sample": "development",
      "scenario": "counted_routes",
      "band": "D1",
      "bandValue": 1,
      "referenceBand": "D5",
      "rows": 1477,
      "lsoas": 1070,
      "collisions": 3175,
      "miles": 2582919906.5988374,
      "clusters": 109,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": 0.43741656292493314,
      "rr": 1.5487010741553713,
      "lower95": 1.2673011328829085,
      "upper95": 1.8925849230749536
    },
    {
      "sample": "development",
      "scenario": "counted_routes",
      "band": "D2",
      "bandValue": 2,
      "referenceBand": "D5",
      "rows": 915,
      "lsoas": 730,
      "collisions": 1218,
      "miles": 2399748111.3353996,
      "clusters": 132,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": 0.2990447466125947,
      "rr": 1.3485699660606656,
      "lower95": 1.15645072733313,
      "upper95": 1.572605654851201
    },
    {
      "sample": "development",
      "scenario": "counted_routes",
      "band": "D3",
      "bandValue": 3,
      "referenceBand": "D5",
      "rows": 816,
      "lsoas": 649,
      "collisions": 840,
      "miles": 2694043596.499545,
      "clusters": 135,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": 0.027962514955042508,
      "rr": 1.0283571356854655,
      "lower95": 0.8308871774552935,
      "upper95": 1.2727581159141375
    },
    {
      "sample": "development",
      "scenario": "counted_routes",
      "band": "D4",
      "bandValue": 4,
      "referenceBand": "D5",
      "rows": 828,
      "lsoas": 666,
      "collisions": 669,
      "miles": 2667817186.942392,
      "clusters": 135,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": -0.0683652705410034,
      "rr": 0.9339192780667198,
      "lower95": 0.7873909031074868,
      "upper95": 1.1077156397190409
    },
    {
      "sample": "development",
      "scenario": "counted_routes",
      "band": "D5",
      "bandValue": 5,
      "referenceBand": "D5",
      "rows": 846,
      "lsoas": 682,
      "collisions": 682,
      "miles": 3143058293.297608,
      "clusters": 142,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": 0.0,
      "rr": 1.0,
      "lower95": 1.0,
      "upper95": 1.0
    },
    {
      "sample": "development",
      "scenario": "counted_routes",
      "band": "D6",
      "bandValue": 6,
      "referenceBand": "D5",
      "rows": 875,
      "lsoas": 703,
      "collisions": 714,
      "miles": 3604913923.263573,
      "clusters": 131,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": -0.06692082367112269,
      "rr": 0.9352692495909979,
      "lower95": 0.788800840875256,
      "upper95": 1.1089346307743617
    },
    {
      "sample": "development",
      "scenario": "counted_routes",
      "band": "D7",
      "bandValue": 7,
      "referenceBand": "D5",
      "rows": 946,
      "lsoas": 756,
      "collisions": 852,
      "miles": 4996451597.931032,
      "clusters": 132,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": -0.10043462920500316,
      "rr": 0.9044442347189672,
      "lower95": 0.7656725540860221,
      "upper95": 1.0683671098709318
    },
    {
      "sample": "development",
      "scenario": "counted_routes",
      "band": "D8",
      "bandValue": 8,
      "referenceBand": "D5",
      "rows": 1010,
      "lsoas": 809,
      "collisions": 874,
      "miles": 6565646637.714572,
      "clusters": 123,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": -0.19533050605461688,
      "rr": 0.8225627511554958,
      "lower95": 0.6945399971680865,
      "upper95": 0.9741836069158032
    },
    {
      "sample": "development",
      "scenario": "counted_routes",
      "band": "D9",
      "bandValue": 9,
      "referenceBand": "D5",
      "rows": 1233,
      "lsoas": 935,
      "collisions": 1392,
      "miles": 12336853012.153488,
      "clusters": 119,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": -0.21852802721324602,
      "rr": 0.8037009536309762,
      "lower95": 0.6740059786881666,
      "upper95": 0.9583523637646941
    },
    {
      "sample": "development",
      "scenario": "counted_routes",
      "band": "D10",
      "bandValue": 10,
      "referenceBand": "D5",
      "rows": 1452,
      "lsoas": 1101,
      "collisions": 2060,
      "miles": 19559003491.452515,
      "clusters": 94,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": -0.3288477040314051,
      "rr": 0.7197526238234995,
      "lower95": 0.5971768340994809,
      "upper95": 0.8674881708732083
    }
  ],
  "raw": [
    {
      "feature": "three_plus_car",
      "scenario": "fitted",
      "year": 2022,
      "band": "D1",
      "bandValue": 1,
      "nationalLSOAs": 3569,
      "eligibleLSOAs": 3481,
      "collisions": 17865,
      "miles": 12897542577.253853,
      "frequencyPer100k": 0.13851475886194609,
      "clusters": 135,
      "sourceReportingAreas": null
    },
    {
      "feature": "three_plus_car",
      "scenario": "fitted",
      "year": 2022,
      "band": "D2",
      "bandValue": 2,
      "nationalLSOAs": 3567,
      "eligibleLSOAs": 3399,
      "collisions": 11044,
      "miles": 15179670522.491621,
      "frequencyPer100k": 0.07275520231902383,
      "clusters": 153,
      "sourceReportingAreas": null
    },
    {
      "feature": "three_plus_car",
      "scenario": "fitted",
      "year": 2022,
      "band": "D3",
      "bandValue": 3,
      "nationalLSOAs": 3566,
      "eligibleLSOAs": 3314,
      "collisions": 8714,
      "miles": 15555132279.806358,
      "frequencyPer100k": 0.05602009576808612,
      "clusters": 157,
      "sourceReportingAreas": null
    },
    {
      "feature": "three_plus_car",
      "scenario": "fitted",
      "year": 2022,
      "band": "D4",
      "bandValue": 4,
      "nationalLSOAs": 3568,
      "eligibleLSOAs": 3291,
      "collisions": 7758,
      "miles": 16570608438.996723,
      "frequencyPer100k": 0.04681783429112101,
      "clusters": 158,
      "sourceReportingAreas": null
    },
    {
      "feature": "three_plus_car",
      "scenario": "fitted",
      "year": 2022,
      "band": "D5",
      "bandValue": 5,
      "nationalLSOAs": 3566,
      "eligibleLSOAs": 3303,
      "collisions": 7074,
      "miles": 17988646649.08042,
      "frequencyPer100k": 0.039324803794295565,
      "clusters": 155,
      "sourceReportingAreas": null
    },
    {
      "feature": "three_plus_car",
      "scenario": "fitted",
      "year": 2022,
      "band": "D6",
      "bandValue": 6,
      "nationalLSOAs": 3568,
      "eligibleLSOAs": 3286,
      "collisions": 6298,
      "miles": 18509412631.29727,
      "frequencyPer100k": 0.034025931159753886,
      "clusters": 151,
      "sourceReportingAreas": null
    },
    {
      "feature": "three_plus_car",
      "scenario": "fitted",
      "year": 2022,
      "band": "D7",
      "bandValue": 7,
      "nationalLSOAs": 3567,
      "eligibleLSOAs": 3305,
      "collisions": 6712,
      "miles": 22941400822.791267,
      "frequencyPer100k": 0.029257149778456094,
      "clusters": 150,
      "sourceReportingAreas": null
    },
    {
      "feature": "three_plus_car",
      "scenario": "fitted",
      "year": 2022,
      "band": "D8",
      "bandValue": 8,
      "nationalLSOAs": 3568,
      "eligibleLSOAs": 3273,
      "collisions": 6824,
      "miles": 28199141436.04763,
      "frequencyPer100k": 0.024199318321361088,
      "clusters": 150,
      "sourceReportingAreas": null
    },
    {
      "feature": "three_plus_car",
      "scenario": "fitted",
      "year": 2022,
      "band": "D9",
      "bandValue": 9,
      "nationalLSOAs": 3566,
      "eligibleLSOAs": 3265,
      "collisions": 9155,
      "miles": 46097630465.47625,
      "frequencyPer100k": 0.019860022972018974,
      "clusters": 140,
      "sourceReportingAreas": null
    },
    {
      "feature": "three_plus_car",
      "scenario": "fitted",
      "year": 2022,
      "band": "D10",
      "bandValue": 10,
      "nationalLSOAs": 3567,
      "eligibleLSOAs": 3191,
      "collisions": 13467,
      "miles": 76313014176.7586,
      "frequencyPer100k": 0.01764705554521449,
      "clusters": 127,
      "sourceReportingAreas": null
    },
    {
      "feature": "three_plus_car",
      "scenario": "fitted",
      "year": 2023,
      "band": "D1",
      "bandValue": 1,
      "nationalLSOAs": 3569,
      "eligibleLSOAs": 3481,
      "collisions": 17362,
      "miles": 13076687482.718927,
      "frequencyPer100k": 0.13277062729337372,
      "clusters": 135,
      "sourceReportingAreas": null
    },
    {
      "feature": "three_plus_car",
      "scenario": "fitted",
      "year": 2023,
      "band": "D2",
      "bandValue": 2,
      "nationalLSOAs": 3567,
      "eligibleLSOAs": 3399,
      "collisions": 10888,
      "miles": 15448699797.246115,
      "frequencyPer100k": 0.07047842305758893,
      "clusters": 153,
      "sourceReportingAreas": null
    },
    {
      "feature": "three_plus_car",
      "scenario": "fitted",
      "year": 2023,
      "band": "D3",
      "bandValue": 3,
      "nationalLSOAs": 3566,
      "eligibleLSOAs": 3314,
      "collisions": 8540,
      "miles": 15853589819.324432,
      "frequencyPer100k": 0.05386792579678282,
      "clusters": 157,
      "sourceReportingAreas": null
    },
    {
      "feature": "three_plus_car",
      "scenario": "fitted",
      "year": 2023,
      "band": "D4",
      "bandValue": 4,
      "nationalLSOAs": 3568,
      "eligibleLSOAs": 3291,
      "collisions": 7583,
      "miles": 16902727896.082214,
      "frequencyPer100k": 0.04486258103792595,
      "clusters": 158,
      "sourceReportingAreas": null
    },
    {
      "feature": "three_plus_car",
      "scenario": "fitted",
      "year": 2023,
      "band": "D5",
      "bandValue": 5,
      "nationalLSOAs": 3566,
      "eligibleLSOAs": 3303,
      "collisions": 6706,
      "miles": 18357647778.796295,
      "frequencyPer100k": 0.03652973453246912,
      "clusters": 155,
      "sourceReportingAreas": null
    },
    {
      "feature": "three_plus_car",
      "scenario": "fitted",
      "year": 2023,
      "band": "D6",
      "bandValue": 6,
      "nationalLSOAs": 3568,
      "eligibleLSOAs": 3286,
      "collisions": 6191,
      "miles": 18980782836.951225,
      "frequencyPer100k": 0.03261720052951422,
      "clusters": 151,
      "sourceReportingAreas": null
    },
    {
      "feature": "three_plus_car",
      "scenario": "fitted",
      "year": 2023,
      "band": "D7",
      "bandValue": 7,
      "nationalLSOAs": 3567,
      "eligibleLSOAs": 3305,
      "collisions": 6526,
      "miles": 23444983861.263416,
      "frequencyPer100k": 0.02783537851259721,
      "clusters": 150,
      "sourceReportingAreas": null
    },
    {
      "feature": "three_plus_car",
      "scenario": "fitted",
      "year": 2023,
      "band": "D8",
      "bandValue": 8,
      "nationalLSOAs": 3568,
      "eligibleLSOAs": 3273,
      "collisions": 6717,
      "miles": 28768598503.82386,
      "frequencyPer100k": 0.02334837409304868,
      "clusters": 150,
      "sourceReportingAreas": null
    },
    {
      "feature": "three_plus_car",
      "scenario": "fitted",
      "year": 2023,
      "band": "D9",
      "bandValue": 9,
      "nationalLSOAs": 3566,
      "eligibleLSOAs": 3265,
      "collisions": 8968,
      "miles": 47204277397.94917,
      "frequencyPer100k": 0.01899827832210312,
      "clusters": 140,
      "sourceReportingAreas": null
    },
    {
      "feature": "three_plus_car",
      "scenario": "fitted",
      "year": 2023,
      "band": "D10",
      "bandValue": 10,
      "nationalLSOAs": 3567,
      "eligibleLSOAs": 3191,
      "collisions": 13222,
      "miles": 78171604625.84435,
      "frequencyPer100k": 0.016914070093974595,
      "clusters": 127,
      "sourceReportingAreas": null
    },
    {
      "feature": "three_plus_car",
      "scenario": "fitted",
      "year": 2024,
      "band": "D1",
      "bandValue": 1,
      "nationalLSOAs": 3569,
      "eligibleLSOAs": 3523,
      "collisions": 15848,
      "miles": 13533081168.988962,
      "frequencyPer100k": 0.11710563028555293,
      "clusters": 141,
      "sourceReportingAreas": null
    },
    {
      "feature": "three_plus_car",
      "scenario": "fitted",
      "year": 2024,
      "band": "D2",
      "bandValue": 2,
      "nationalLSOAs": 3567,
      "eligibleLSOAs": 3498,
      "collisions": 10703,
      "miles": 16292945714.658472,
      "frequencyPer100k": 0.06569100632533688,
      "clusters": 160,
      "sourceReportingAreas": null
    },
    {
      "feature": "three_plus_car",
      "scenario": "fitted",
      "year": 2024,
      "band": "D3",
      "bandValue": 3,
      "nationalLSOAs": 3566,
      "eligibleLSOAs": 3465,
      "collisions": 8681,
      "miles": 16967023337.03932,
      "frequencyPer100k": 0.05116395390963611,
      "clusters": 164,
      "sourceReportingAreas": null
    },
    {
      "feature": "three_plus_car",
      "scenario": "fitted",
      "year": 2024,
      "band": "D4",
      "bandValue": 4,
      "nationalLSOAs": 3568,
      "eligibleLSOAs": 3472,
      "collisions": 7606,
      "miles": 17959835680.72912,
      "frequencyPer100k": 0.042350053392533143,
      "clusters": 165,
      "sourceReportingAreas": null
    },
    {
      "feature": "three_plus_car",
      "scenario": "fitted",
      "year": 2024,
      "band": "D5",
      "bandValue": 5,
      "nationalLSOAs": 3566,
      "eligibleLSOAs": 3488,
      "collisions": 6794,
      "miles": 19465917872.653076,
      "frequencyPer100k": 0.03490202745355579,
      "clusters": 162,
      "sourceReportingAreas": null
    },
    {
      "feature": "three_plus_car",
      "scenario": "fitted",
      "year": 2024,
      "band": "D6",
      "bandValue": 6,
      "nationalLSOAs": 3568,
      "eligibleLSOAs": 3471,
      "collisions": 6269,
      "miles": 20227249724.598717,
      "frequencyPer100k": 0.03099284423416278,
      "clusters": 158,
      "sourceReportingAreas": null
    },
    {
      "feature": "three_plus_car",
      "scenario": "fitted",
      "year": 2024,
      "band": "D7",
      "bandValue": 7,
      "nationalLSOAs": 3567,
      "eligibleLSOAs": 3500,
      "collisions": 6345,
      "miles": 25333111706.90193,
      "frequencyPer100k": 0.025046271746677385,
      "clusters": 157,
      "sourceReportingAreas": null
    },
    {
      "feature": "three_plus_car",
      "scenario": "fitted",
      "year": 2024,
      "band": "D8",
      "bandValue": 8,
      "nationalLSOAs": 3568,
      "eligibleLSOAs": 3493,
      "collisions": 7001,
      "miles": 31363650586.388554,
      "frequencyPer100k": 0.02232201886293922,
      "clusters": 157,
      "sourceReportingAreas": null
    },
    {
      "feature": "three_plus_car",
      "scenario": "fitted",
      "year": 2024,
      "band": "D9",
      "bandValue": 9,
      "nationalLSOAs": 3566,
      "eligibleLSOAs": 3495,
      "collisions": 9252,
      "miles": 50375134470.17119,
      "frequencyPer100k": 0.018366204075303105,
      "clusters": 147,
      "sourceReportingAreas": null
    },
    {
      "feature": "three_plus_car",
      "scenario": "fitted",
      "year": 2024,
      "band": "D10",
      "bandValue": 10,
      "nationalLSOAs": 3567,
      "eligibleLSOAs": 3439,
      "collisions": 13995,
      "miles": 87122249737.87067,
      "frequencyPer100k": 0.01606363476850919,
      "clusters": 133,
      "sourceReportingAreas": null
    },
    {
      "feature": "three_plus_car",
      "scenario": "fitted",
      "year": 2025,
      "band": "D1",
      "bandValue": 1,
      "nationalLSOAs": 3569,
      "eligibleLSOAs": 3523,
      "collisions": 15948,
      "miles": 13562218847.183,
      "frequencyPer100k": 0.11759137778043266,
      "clusters": 141,
      "sourceReportingAreas": null
    },
    {
      "feature": "three_plus_car",
      "scenario": "fitted",
      "year": 2025,
      "band": "D2",
      "bandValue": 2,
      "nationalLSOAs": 3567,
      "eligibleLSOAs": 3498,
      "collisions": 10713,
      "miles": 16588718791.726435,
      "frequencyPer100k": 0.06458003257818241,
      "clusters": 160,
      "sourceReportingAreas": null
    },
    {
      "feature": "three_plus_car",
      "scenario": "fitted",
      "year": 2025,
      "band": "D3",
      "bandValue": 3,
      "nationalLSOAs": 3566,
      "eligibleLSOAs": 3464,
      "collisions": 8411,
      "miles": 17197387291.87287,
      "frequencyPer100k": 0.04890859208581563,
      "clusters": 164,
      "sourceReportingAreas": null
    },
    {
      "feature": "three_plus_car",
      "scenario": "fitted",
      "year": 2025,
      "band": "D4",
      "bandValue": 4,
      "nationalLSOAs": 3568,
      "eligibleLSOAs": 3472,
      "collisions": 7414,
      "miles": 18282179131.365192,
      "frequencyPer100k": 0.04055315259043943,
      "clusters": 165,
      "sourceReportingAreas": null
    },
    {
      "feature": "three_plus_car",
      "scenario": "fitted",
      "year": 2025,
      "band": "D5",
      "bandValue": 5,
      "nationalLSOAs": 3566,
      "eligibleLSOAs": 3488,
      "collisions": 6940,
      "miles": 19821691469.145187,
      "frequencyPer100k": 0.03501214823569892,
      "clusters": 162,
      "sourceReportingAreas": null
    },
    {
      "feature": "three_plus_car",
      "scenario": "fitted",
      "year": 2025,
      "band": "D6",
      "bandValue": 6,
      "nationalLSOAs": 3568,
      "eligibleLSOAs": 3471,
      "collisions": 6138,
      "miles": 20683515015.14509,
      "frequencyPer100k": 0.029675807015904082,
      "clusters": 158,
      "sourceReportingAreas": null
    },
    {
      "feature": "three_plus_car",
      "scenario": "fitted",
      "year": 2025,
      "band": "D7",
      "bandValue": 7,
      "nationalLSOAs": 3567,
      "eligibleLSOAs": 3500,
      "collisions": 6620,
      "miles": 25871434420.764046,
      "frequencyPer100k": 0.025588067102637658,
      "clusters": 157,
      "sourceReportingAreas": null
    },
    {
      "feature": "three_plus_car",
      "scenario": "fitted",
      "year": 2025,
      "band": "D8",
      "bandValue": 8,
      "nationalLSOAs": 3568,
      "eligibleLSOAs": 3493,
      "collisions": 6832,
      "miles": 32062960802.57347,
      "frequencyPer100k": 0.02130807582639605,
      "clusters": 157,
      "sourceReportingAreas": null
    },
    {
      "feature": "three_plus_car",
      "scenario": "fitted",
      "year": 2025,
      "band": "D9",
      "bandValue": 9,
      "nationalLSOAs": 3566,
      "eligibleLSOAs": 3495,
      "collisions": 9316,
      "miles": 51472648420.47937,
      "frequencyPer100k": 0.018098932706741108,
      "clusters": 147,
      "sourceReportingAreas": null
    },
    {
      "feature": "three_plus_car",
      "scenario": "fitted",
      "year": 2025,
      "band": "D10",
      "bandValue": 10,
      "nationalLSOAs": 3567,
      "eligibleLSOAs": 3439,
      "collisions": 14459,
      "miles": 88925145809.74535,
      "frequencyPer100k": 0.01625974280765861,
      "clusters": 133,
      "sourceReportingAreas": null
    },
    {
      "feature": "three_plus_car",
      "scenario": "benchmark",
      "year": 2022,
      "band": "D1",
      "bandValue": 1,
      "nationalLSOAs": 3569,
      "eligibleLSOAs": 3481,
      "collisions": 17865,
      "miles": 12639672392.290226,
      "frequencyPer100k": 0.14134068863127375,
      "clusters": 135,
      "sourceReportingAreas": null
    },
    {
      "feature": "three_plus_car",
      "scenario": "benchmark",
      "year": 2022,
      "band": "D2",
      "bandValue": 2,
      "nationalLSOAs": 3567,
      "eligibleLSOAs": 3399,
      "collisions": 11044,
      "miles": 14893305193.360947,
      "frequencyPer100k": 0.07415412399474047,
      "clusters": 153,
      "sourceReportingAreas": null
    },
    {
      "feature": "three_plus_car",
      "scenario": "benchmark",
      "year": 2022,
      "band": "D3",
      "bandValue": 3,
      "nationalLSOAs": 3566,
      "eligibleLSOAs": 3314,
      "collisions": 8714,
      "miles": 15426668331.268894,
      "frequencyPer100k": 0.056486597189214637,
      "clusters": 157,
      "sourceReportingAreas": null
    },
    {
      "feature": "three_plus_car",
      "scenario": "benchmark",
      "year": 2022,
      "band": "D4",
      "bandValue": 4,
      "nationalLSOAs": 3568,
      "eligibleLSOAs": 3291,
      "collisions": 7758,
      "miles": 16555555457.149477,
      "frequencyPer100k": 0.04686040296310159,
      "clusters": 158,
      "sourceReportingAreas": null
    },
    {
      "feature": "three_plus_car",
      "scenario": "benchmark",
      "year": 2022,
      "band": "D5",
      "bandValue": 5,
      "nationalLSOAs": 3566,
      "eligibleLSOAs": 3303,
      "collisions": 7074,
      "miles": 18107811874.95058,
      "frequencyPer100k": 0.039066012220868106,
      "clusters": 155,
      "sourceReportingAreas": null
    },
    {
      "feature": "three_plus_car",
      "scenario": "benchmark",
      "year": 2022,
      "band": "D6",
      "bandValue": 6,
      "nationalLSOAs": 3568,
      "eligibleLSOAs": 3286,
      "collisions": 6298,
      "miles": 18730944015.268276,
      "frequencyPer100k": 0.033623505547111084,
      "clusters": 151,
      "sourceReportingAreas": null
    },
    {
      "feature": "three_plus_car",
      "scenario": "benchmark",
      "year": 2022,
      "band": "D7",
      "bandValue": 7,
      "nationalLSOAs": 3567,
      "eligibleLSOAs": 3305,
      "collisions": 6712,
      "miles": 23165188199.38732,
      "frequencyPer100k": 0.028974510987040115,
      "clusters": 150,
      "sourceReportingAreas": null
    },
    {
      "feature": "three_plus_car",
      "scenario": "benchmark",
      "year": 2022,
      "band": "D8",
      "bandValue": 8,
      "nationalLSOAs": 3568,
      "eligibleLSOAs": 3273,
      "collisions": 6824,
      "miles": 28578726905.46438,
      "frequencyPer100k": 0.02387790058869005,
      "clusters": 150,
      "sourceReportingAreas": null
    },
    {
      "feature": "three_plus_car",
      "scenario": "benchmark",
      "year": 2022,
      "band": "D9",
      "bandValue": 9,
      "nationalLSOAs": 3566,
      "eligibleLSOAs": 3265,
      "collisions": 9155,
      "miles": 46247160476.22754,
      "frequencyPer100k": 0.019795809960496822,
      "clusters": 140,
      "sourceReportingAreas": null
    },
    {
      "feature": "three_plus_car",
      "scenario": "benchmark",
      "year": 2022,
      "band": "D10",
      "bandValue": 10,
      "nationalLSOAs": 3567,
      "eligibleLSOAs": 3191,
      "collisions": 13467,
      "miles": 75907167154.63235,
      "frequencyPer100k": 0.017741407702076464,
      "clusters": 127,
      "sourceReportingAreas": null
    },
    {
      "feature": "three_plus_car",
      "scenario": "benchmark",
      "year": 2023,
      "band": "D1",
      "bandValue": 1,
      "nationalLSOAs": 3569,
      "eligibleLSOAs": 3481,
      "collisions": 17362,
      "miles": 12815889561.842682,
      "frequencyPer100k": 0.13547245328714952,
      "clusters": 135,
      "sourceReportingAreas": null
    },
    {
      "feature": "three_plus_car",
      "scenario": "benchmark",
      "year": 2023,
      "band": "D2",
      "bandValue": 2,
      "nationalLSOAs": 3567,
      "eligibleLSOAs": 3399,
      "collisions": 10888,
      "miles": 15158609977.235592,
      "frequencyPer100k": 0.07182716631901624,
      "clusters": 153,
      "sourceReportingAreas": null
    },
    {
      "feature": "three_plus_car",
      "scenario": "benchmark",
      "year": 2023,
      "band": "D3",
      "bandValue": 3,
      "nationalLSOAs": 3566,
      "eligibleLSOAs": 3314,
      "collisions": 8540,
      "miles": 15722191587.19252,
      "frequencyPer100k": 0.0543181270412503,
      "clusters": 157,
      "sourceReportingAreas": null
    },
    {
      "feature": "three_plus_car",
      "scenario": "benchmark",
      "year": 2023,
      "band": "D4",
      "bandValue": 4,
      "nationalLSOAs": 3568,
      "eligibleLSOAs": 3291,
      "collisions": 7583,
      "miles": 16886935604.54682,
      "frequencyPer100k": 0.044904535539048725,
      "clusters": 158,
      "sourceReportingAreas": null
    },
    {
      "feature": "three_plus_car",
      "scenario": "benchmark",
      "year": 2023,
      "band": "D5",
      "bandValue": 5,
      "nationalLSOAs": 3566,
      "eligibleLSOAs": 3303,
      "collisions": 6706,
      "miles": 18478090550.305756,
      "frequencyPer100k": 0.036291628627661617,
      "clusters": 155,
      "sourceReportingAreas": null
    },
    {
      "feature": "three_plus_car",
      "scenario": "benchmark",
      "year": 2023,
      "band": "D6",
      "bandValue": 6,
      "nationalLSOAs": 3568,
      "eligibleLSOAs": 3286,
      "collisions": 6191,
      "miles": 19205345698.11019,
      "frequencyPer100k": 0.03223581651336375,
      "clusters": 151,
      "sourceReportingAreas": null
    },
    {
      "feature": "three_plus_car",
      "scenario": "benchmark",
      "year": 2023,
      "band": "D7",
      "bandValue": 7,
      "nationalLSOAs": 3567,
      "eligibleLSOAs": 3305,
      "collisions": 6526,
      "miles": 23672622391.686043,
      "frequencyPer100k": 0.027567710463256352,
      "clusters": 150,
      "sourceReportingAreas": null
    },
    {
      "feature": "three_plus_car",
      "scenario": "benchmark",
      "year": 2023,
      "band": "D8",
      "bandValue": 8,
      "nationalLSOAs": 3568,
      "eligibleLSOAs": 3273,
      "collisions": 6717,
      "miles": 29154791358.696785,
      "frequencyPer100k": 0.023039094731838444,
      "clusters": 150,
      "sourceReportingAreas": null
    },
    {
      "feature": "three_plus_car",
      "scenario": "benchmark",
      "year": 2023,
      "band": "D9",
      "bandValue": 9,
      "nationalLSOAs": 3566,
      "eligibleLSOAs": 3265,
      "collisions": 8968,
      "miles": 47357244581.09117,
      "frequencyPer100k": 0.01893691256602532,
      "clusters": 140,
      "sourceReportingAreas": null
    },
    {
      "feature": "three_plus_car",
      "scenario": "benchmark",
      "year": 2023,
      "band": "D10",
      "bandValue": 10,
      "nationalLSOAs": 3567,
      "eligibleLSOAs": 3191,
      "collisions": 13222,
      "miles": 77757878689.29245,
      "frequencyPer100k": 0.017004064697846134,
      "clusters": 127,
      "sourceReportingAreas": null
    },
    {
      "feature": "three_plus_car",
      "scenario": "benchmark",
      "year": 2024,
      "band": "D1",
      "bandValue": 1,
      "nationalLSOAs": 3569,
      "eligibleLSOAs": 3523,
      "collisions": 15848,
      "miles": 13259950164.55221,
      "frequencyPer100k": 0.11951779458693908,
      "clusters": 141,
      "sourceReportingAreas": null
    },
    {
      "feature": "three_plus_car",
      "scenario": "benchmark",
      "year": 2024,
      "band": "D2",
      "bandValue": 2,
      "nationalLSOAs": 3567,
      "eligibleLSOAs": 3498,
      "collisions": 10703,
      "miles": 15991094152.536613,
      "frequencyPer100k": 0.06693100483247558,
      "clusters": 160,
      "sourceReportingAreas": null
    },
    {
      "feature": "three_plus_car",
      "scenario": "benchmark",
      "year": 2024,
      "band": "D3",
      "bandValue": 3,
      "nationalLSOAs": 3566,
      "eligibleLSOAs": 3465,
      "collisions": 8681,
      "miles": 16837741145.507875,
      "frequencyPer100k": 0.05155679687067761,
      "clusters": 164,
      "sourceReportingAreas": null
    },
    {
      "feature": "three_plus_car",
      "scenario": "benchmark",
      "year": 2024,
      "band": "D4",
      "bandValue": 4,
      "nationalLSOAs": 3568,
      "eligibleLSOAs": 3472,
      "collisions": 7606,
      "miles": 17963587798.27568,
      "frequencyPer100k": 0.042341207588442314,
      "clusters": 165,
      "sourceReportingAreas": null
    },
    {
      "feature": "three_plus_car",
      "scenario": "benchmark",
      "year": 2024,
      "band": "D5",
      "bandValue": 5,
      "nationalLSOAs": 3566,
      "eligibleLSOAs": 3488,
      "collisions": 6794,
      "miles": 19612858735.931343,
      "frequencyPer100k": 0.03464053910485364,
      "clusters": 162,
      "sourceReportingAreas": null
    },
    {
      "feature": "three_plus_car",
      "scenario": "benchmark",
      "year": 2024,
      "band": "D6",
      "bandValue": 6,
      "nationalLSOAs": 3568,
      "eligibleLSOAs": 3471,
      "collisions": 6269,
      "miles": 20472277088.91416,
      "frequencyPer100k": 0.03062189893568163,
      "clusters": 158,
      "sourceReportingAreas": null
    },
    {
      "feature": "three_plus_car",
      "scenario": "benchmark",
      "year": 2024,
      "band": "D7",
      "bandValue": 7,
      "nationalLSOAs": 3567,
      "eligibleLSOAs": 3500,
      "collisions": 6345,
      "miles": 25598898717.545666,
      "frequencyPer100k": 0.02478622252468655,
      "clusters": 157,
      "sourceReportingAreas": null
    },
    {
      "feature": "three_plus_car",
      "scenario": "benchmark",
      "year": 2024,
      "band": "D8",
      "bandValue": 8,
      "nationalLSOAs": 3568,
      "eligibleLSOAs": 3493,
      "collisions": 7001,
      "miles": 31768416192.654175,
      "frequencyPer100k": 0.02203761105855458,
      "clusters": 157,
      "sourceReportingAreas": null
    },
    {
      "feature": "three_plus_car",
      "scenario": "benchmark",
      "year": 2024,
      "band": "D9",
      "bandValue": 9,
      "nationalLSOAs": 3566,
      "eligibleLSOAs": 3495,
      "collisions": 9252,
      "miles": 50532613256.37331,
      "frequencyPer100k": 0.0183089680184571,
      "clusters": 147,
      "sourceReportingAreas": null
    },
    {
      "feature": "three_plus_car",
      "scenario": "benchmark",
      "year": 2024,
      "band": "D10",
      "bandValue": 10,
      "nationalLSOAs": 3567,
      "eligibleLSOAs": 3439,
      "collisions": 13995,
      "miles": 86602762747.70897,
      "frequencyPer100k": 0.0161599925406193,
      "clusters": 133,
      "sourceReportingAreas": null
    },
    {
      "feature": "three_plus_car",
      "scenario": "benchmark",
      "year": 2025,
      "band": "D1",
      "bandValue": 1,
      "nationalLSOAs": 3569,
      "eligibleLSOAs": 3523,
      "collisions": 15948,
      "miles": 13286022641.7064,
      "frequencyPer100k": 0.12003592369274864,
      "clusters": 141,
      "sourceReportingAreas": null
    },
    {
      "feature": "three_plus_car",
      "scenario": "benchmark",
      "year": 2025,
      "band": "D2",
      "bandValue": 2,
      "nationalLSOAs": 3567,
      "eligibleLSOAs": 3498,
      "collisions": 10713,
      "miles": 16282227778.775463,
      "frequencyPer100k": 0.06579566473062627,
      "clusters": 160,
      "sourceReportingAreas": null
    },
    {
      "feature": "three_plus_car",
      "scenario": "benchmark",
      "year": 2025,
      "band": "D3",
      "bandValue": 3,
      "nationalLSOAs": 3566,
      "eligibleLSOAs": 3464,
      "collisions": 8411,
      "miles": 17066494708.861221,
      "frequencyPer100k": 0.04928369969044002,
      "clusters": 164,
      "sourceReportingAreas": null
    },
    {
      "feature": "three_plus_car",
      "scenario": "benchmark",
      "year": 2025,
      "band": "D4",
      "bandValue": 4,
      "nationalLSOAs": 3568,
      "eligibleLSOAs": 3472,
      "collisions": 7414,
      "miles": 18285714081.132378,
      "frequencyPer100k": 0.04054531295362392,
      "clusters": 165,
      "sourceReportingAreas": null
    },
    {
      "feature": "three_plus_car",
      "scenario": "benchmark",
      "year": 2025,
      "band": "D5",
      "bandValue": 5,
      "nationalLSOAs": 3566,
      "eligibleLSOAs": 3488,
      "collisions": 6940,
      "miles": 19971242330.822422,
      "frequencyPer100k": 0.034749966401885865,
      "clusters": 162,
      "sourceReportingAreas": null
    },
    {
      "feature": "three_plus_car",
      "scenario": "benchmark",
      "year": 2025,
      "band": "D6",
      "bandValue": 6,
      "nationalLSOAs": 3568,
      "eligibleLSOAs": 3471,
      "collisions": 6138,
      "miles": 20932207396.7891,
      "frequencyPer100k": 0.029323233253180644,
      "clusters": 158,
      "sourceReportingAreas": null
    },
    {
      "feature": "three_plus_car",
      "scenario": "benchmark",
      "year": 2025,
      "band": "D7",
      "bandValue": 7,
      "nationalLSOAs": 3567,
      "eligibleLSOAs": 3500,
      "collisions": 6620,
      "miles": 26140948991.363796,
      "frequencyPer100k": 0.025324252773635165,
      "clusters": 157,
      "sourceReportingAreas": null
    },
    {
      "feature": "three_plus_car",
      "scenario": "benchmark",
      "year": 2025,
      "band": "D8",
      "bandValue": 8,
      "nationalLSOAs": 3568,
      "eligibleLSOAs": 3493,
      "collisions": 6832,
      "miles": 32474272248.791317,
      "frequencyPer100k": 0.02103819278122325,
      "clusters": 157,
      "sourceReportingAreas": null
    },
    {
      "feature": "three_plus_car",
      "scenario": "benchmark",
      "year": 2025,
      "band": "D9",
      "bandValue": 9,
      "nationalLSOAs": 3566,
      "eligibleLSOAs": 3495,
      "collisions": 9316,
      "miles": 51631637920.88521,
      "frequencyPer100k": 0.018043200593935913,
      "clusters": 147,
      "sourceReportingAreas": null
    },
    {
      "feature": "three_plus_car",
      "scenario": "benchmark",
      "year": 2025,
      "band": "D10",
      "bandValue": 10,
      "nationalLSOAs": 3567,
      "eligibleLSOAs": 3439,
      "collisions": 14459,
      "miles": 88397131900.8727,
      "frequencyPer100k": 0.016356865532938466,
      "clusters": 133,
      "sourceReportingAreas": null
    },
    {
      "feature": "three_plus_car",
      "scenario": "length",
      "year": 2022,
      "band": "D1",
      "bandValue": 1,
      "nationalLSOAs": 3569,
      "eligibleLSOAs": 3481,
      "collisions": 17865,
      "miles": 12426197452.305237,
      "frequencyPer100k": 0.1437688405368594,
      "clusters": 135,
      "sourceReportingAreas": null
    },
    {
      "feature": "three_plus_car",
      "scenario": "length",
      "year": 2022,
      "band": "D2",
      "bandValue": 2,
      "nationalLSOAs": 3567,
      "eligibleLSOAs": 3399,
      "collisions": 11044,
      "miles": 14374838641.143932,
      "frequencyPer100k": 0.07682868848621129,
      "clusters": 153,
      "sourceReportingAreas": null
    },
    {
      "feature": "three_plus_car",
      "scenario": "length",
      "year": 2022,
      "band": "D3",
      "bandValue": 3,
      "nationalLSOAs": 3566,
      "eligibleLSOAs": 3314,
      "collisions": 8714,
      "miles": 14755259394.502813,
      "frequencyPer100k": 0.05905690823196554,
      "clusters": 157,
      "sourceReportingAreas": null
    },
    {
      "feature": "three_plus_car",
      "scenario": "length",
      "year": 2022,
      "band": "D4",
      "bandValue": 4,
      "nationalLSOAs": 3568,
      "eligibleLSOAs": 3291,
      "collisions": 7758,
      "miles": 15699872817.275665,
      "frequencyPer100k": 0.04941441303564785,
      "clusters": 158,
      "sourceReportingAreas": null
    },
    {
      "feature": "three_plus_car",
      "scenario": "length",
      "year": 2022,
      "band": "D5",
      "bandValue": 5,
      "nationalLSOAs": 3566,
      "eligibleLSOAs": 3303,
      "collisions": 7074,
      "miles": 17168627755.919422,
      "frequencyPer100k": 0.0412030600265127,
      "clusters": 155,
      "sourceReportingAreas": null
    },
    {
      "feature": "three_plus_car",
      "scenario": "length",
      "year": 2022,
      "band": "D6",
      "bandValue": 6,
      "nationalLSOAs": 3568,
      "eligibleLSOAs": 3286,
      "collisions": 6298,
      "miles": 17780838301.610992,
      "frequencyPer100k": 0.035420152262615114,
      "clusters": 151,
      "sourceReportingAreas": null
    },
    {
      "feature": "three_plus_car",
      "scenario": "length",
      "year": 2022,
      "band": "D7",
      "bandValue": 7,
      "nationalLSOAs": 3567,
      "eligibleLSOAs": 3305,
      "collisions": 6712,
      "miles": 22219166049.43762,
      "frequencyPer100k": 0.03020815446027906,
      "clusters": 150,
      "sourceReportingAreas": null
    },
    {
      "feature": "three_plus_car",
      "scenario": "length",
      "year": 2022,
      "band": "D8",
      "bandValue": 8,
      "nationalLSOAs": 3568,
      "eligibleLSOAs": 3273,
      "collisions": 6824,
      "miles": 27800113592.3125,
      "frequencyPer100k": 0.02454666229093044,
      "clusters": 150,
      "sourceReportingAreas": null
    },
    {
      "feature": "three_plus_car",
      "scenario": "length",
      "year": 2022,
      "band": "D9",
      "bandValue": 9,
      "nationalLSOAs": 3566,
      "eligibleLSOAs": 3265,
      "collisions": 9155,
      "miles": 46782340953.998505,
      "frequencyPer100k": 0.01956934991560639,
      "clusters": 140,
      "sourceReportingAreas": null
    },
    {
      "feature": "three_plus_car",
      "scenario": "length",
      "year": 2022,
      "band": "D10",
      "bandValue": 10,
      "nationalLSOAs": 3567,
      "eligibleLSOAs": 3191,
      "collisions": 13467,
      "miles": 81244945041.49332,
      "frequencyPer100k": 0.01657580049210711,
      "clusters": 127,
      "sourceReportingAreas": null
    },
    {
      "feature": "three_plus_car",
      "scenario": "length",
      "year": 2023,
      "band": "D1",
      "bandValue": 1,
      "nationalLSOAs": 3569,
      "eligibleLSOAs": 3481,
      "collisions": 17362,
      "miles": 12599265884.680952,
      "frequencyPer100k": 0.13780167954951966,
      "clusters": 135,
      "sourceReportingAreas": null
    },
    {
      "feature": "three_plus_car",
      "scenario": "length",
      "year": 2023,
      "band": "D2",
      "bandValue": 2,
      "nationalLSOAs": 3567,
      "eligibleLSOAs": 3399,
      "collisions": 10888,
      "miles": 14632056367.491867,
      "frequencyPer100k": 0.07441196046913774,
      "clusters": 153,
      "sourceReportingAreas": null
    },
    {
      "feature": "three_plus_car",
      "scenario": "length",
      "year": 2023,
      "band": "D3",
      "bandValue": 3,
      "nationalLSOAs": 3566,
      "eligibleLSOAs": 3314,
      "collisions": 8540,
      "miles": 15039705256.131767,
      "frequencyPer100k": 0.05678302768944356,
      "clusters": 157,
      "sourceReportingAreas": null
    },
    {
      "feature": "three_plus_car",
      "scenario": "length",
      "year": 2023,
      "band": "D4",
      "bandValue": 4,
      "nationalLSOAs": 3568,
      "eligibleLSOAs": 3291,
      "collisions": 7583,
      "miles": 16017419775.100248,
      "frequencyPer100k": 0.047342206837758555,
      "clusters": 158,
      "sourceReportingAreas": null
    },
    {
      "feature": "three_plus_car",
      "scenario": "length",
      "year": 2023,
      "band": "D5",
      "bandValue": 5,
      "nationalLSOAs": 3566,
      "eligibleLSOAs": 3303,
      "collisions": 6706,
      "miles": 17523578975.500397,
      "frequencyPer100k": 0.03826843825325646,
      "clusters": 155,
      "sourceReportingAreas": null
    },
    {
      "feature": "three_plus_car",
      "scenario": "length",
      "year": 2023,
      "band": "D6",
      "bandValue": 6,
      "nationalLSOAs": 3568,
      "eligibleLSOAs": 3286,
      "collisions": 6191,
      "miles": 18239299547.475513,
      "frequencyPer100k": 0.033943189451356374,
      "clusters": 151,
      "sourceReportingAreas": null
    },
    {
      "feature": "three_plus_car",
      "scenario": "length",
      "year": 2023,
      "band": "D7",
      "bandValue": 7,
      "nationalLSOAs": 3567,
      "eligibleLSOAs": 3305,
      "collisions": 6526,
      "miles": 22710475777.01854,
      "frequencyPer100k": 0.02873563752725898,
      "clusters": 150,
      "sourceReportingAreas": null
    },
    {
      "feature": "three_plus_car",
      "scenario": "length",
      "year": 2023,
      "band": "D8",
      "bandValue": 8,
      "nationalLSOAs": 3568,
      "eligibleLSOAs": 3273,
      "collisions": 6717,
      "miles": 28361106278.926666,
      "frequencyPer100k": 0.023683843408432114,
      "clusters": 150,
      "sourceReportingAreas": null
    },
    {
      "feature": "three_plus_car",
      "scenario": "length",
      "year": 2023,
      "band": "D9",
      "bandValue": 9,
      "nationalLSOAs": 3566,
      "eligibleLSOAs": 3265,
      "collisions": 8968,
      "miles": 47900870752.1783,
      "frequencyPer100k": 0.018721997865961924,
      "clusters": 140,
      "sourceReportingAreas": null
    },
    {
      "feature": "three_plus_car",
      "scenario": "length",
      "year": 2023,
      "band": "D10",
      "bandValue": 10,
      "nationalLSOAs": 3567,
      "eligibleLSOAs": 3191,
      "collisions": 13222,
      "miles": 83185821385.49576,
      "frequencyPer100k": 0.01589453560688815,
      "clusters": 127,
      "sourceReportingAreas": null
    },
    {
      "feature": "three_plus_car",
      "scenario": "length",
      "year": 2024,
      "band": "D1",
      "bandValue": 1,
      "nationalLSOAs": 3569,
      "eligibleLSOAs": 3523,
      "collisions": 15848,
      "miles": 13029449109.537306,
      "frequencyPer100k": 0.12163215702189259,
      "clusters": 141,
      "sourceReportingAreas": null
    },
    {
      "feature": "three_plus_car",
      "scenario": "length",
      "year": 2024,
      "band": "D2",
      "bandValue": 2,
      "nationalLSOAs": 3567,
      "eligibleLSOAs": 3498,
      "collisions": 10703,
      "miles": 15435066396.667038,
      "frequencyPer100k": 0.06934210533950891,
      "clusters": 160,
      "sourceReportingAreas": null
    },
    {
      "feature": "three_plus_car",
      "scenario": "length",
      "year": 2024,
      "band": "D3",
      "bandValue": 3,
      "nationalLSOAs": 3566,
      "eligibleLSOAs": 3465,
      "collisions": 8681,
      "miles": 16097998732.540474,
      "frequencyPer100k": 0.05392595778040558,
      "clusters": 164,
      "sourceReportingAreas": null
    },
    {
      "feature": "three_plus_car",
      "scenario": "length",
      "year": 2024,
      "band": "D4",
      "bandValue": 4,
      "nationalLSOAs": 3568,
      "eligibleLSOAs": 3472,
      "collisions": 7606,
      "miles": 17005220567.075125,
      "frequencyPer100k": 0.04472744102317881,
      "clusters": 165,
      "sourceReportingAreas": null
    },
    {
      "feature": "three_plus_car",
      "scenario": "length",
      "year": 2024,
      "band": "D5",
      "bandValue": 5,
      "nationalLSOAs": 3566,
      "eligibleLSOAs": 3488,
      "collisions": 6794,
      "miles": 18554321915.26537,
      "frequencyPer100k": 0.036616805674856326,
      "clusters": 162,
      "sourceReportingAreas": null
    },
    {
      "feature": "three_plus_car",
      "scenario": "length",
      "year": 2024,
      "band": "D6",
      "bandValue": 6,
      "nationalLSOAs": 3568,
      "eligibleLSOAs": 3471,
      "collisions": 6269,
      "miles": 19383699703.394585,
      "frequencyPer100k": 0.032341607102498275,
      "clusters": 158,
      "sourceReportingAreas": null
    },
    {
      "feature": "three_plus_car",
      "scenario": "length",
      "year": 2024,
      "band": "D7",
      "bandValue": 7,
      "nationalLSOAs": 3567,
      "eligibleLSOAs": 3500,
      "collisions": 6345,
      "miles": 24513150002.108055,
      "frequencyPer100k": 0.02588406630504178,
      "clusters": 157,
      "sourceReportingAreas": null
    },
    {
      "feature": "three_plus_car",
      "scenario": "length",
      "year": 2024,
      "band": "D8",
      "bandValue": 8,
      "nationalLSOAs": 3568,
      "eligibleLSOAs": 3493,
      "collisions": 7001,
      "miles": 30893747553.954037,
      "frequencyPer100k": 0.022661543368195078,
      "clusters": 157,
      "sourceReportingAreas": null
    },
    {
      "feature": "three_plus_car",
      "scenario": "length",
      "year": 2024,
      "band": "D9",
      "bandValue": 9,
      "nationalLSOAs": 3566,
      "eligibleLSOAs": 3495,
      "collisions": 9252,
      "miles": 51060097544.59125,
      "frequencyPer100k": 0.018119824373465297,
      "clusters": 147,
      "sourceReportingAreas": null
    },
    {
      "feature": "three_plus_car",
      "scenario": "length",
      "year": 2024,
      "band": "D10",
      "bandValue": 10,
      "nationalLSOAs": 3567,
      "eligibleLSOAs": 3439,
      "collisions": 13995,
      "miles": 92667448474.86676,
      "frequencyPer100k": 0.015102390570077819,
      "clusters": 133,
      "sourceReportingAreas": null
    },
    {
      "feature": "three_plus_car",
      "scenario": "length",
      "year": 2025,
      "band": "D1",
      "bandValue": 1,
      "nationalLSOAs": 3569,
      "eligibleLSOAs": 3523,
      "collisions": 15948,
      "miles": 13051380491.677477,
      "frequencyPer100k": 0.12219397028666525,
      "clusters": 141,
      "sourceReportingAreas": null
    },
    {
      "feature": "three_plus_car",
      "scenario": "length",
      "year": 2025,
      "band": "D2",
      "bandValue": 2,
      "nationalLSOAs": 3567,
      "eligibleLSOAs": 3498,
      "collisions": 10713,
      "miles": 15714922361.443653,
      "frequencyPer100k": 0.068170874494959,
      "clusters": 160,
      "sourceReportingAreas": null
    },
    {
      "feature": "three_plus_car",
      "scenario": "length",
      "year": 2025,
      "band": "D3",
      "bandValue": 3,
      "nationalLSOAs": 3566,
      "eligibleLSOAs": 3464,
      "collisions": 8411,
      "miles": 16312278537.789505,
      "frequencyPer100k": 0.051562385846433585,
      "clusters": 164,
      "sourceReportingAreas": null
    },
    {
      "feature": "three_plus_car",
      "scenario": "length",
      "year": 2025,
      "band": "D4",
      "bandValue": 4,
      "nationalLSOAs": 3568,
      "eligibleLSOAs": 3472,
      "collisions": 7414,
      "miles": 17309502886.964676,
      "frequencyPer100k": 0.04283196373931273,
      "clusters": 165,
      "sourceReportingAreas": null
    },
    {
      "feature": "three_plus_car",
      "scenario": "length",
      "year": 2025,
      "band": "D5",
      "bandValue": 5,
      "nationalLSOAs": 3566,
      "eligibleLSOAs": 3488,
      "collisions": 6940,
      "miles": 18892346791.74171,
      "frequencyPer100k": 0.036734451661842436,
      "clusters": 162,
      "sourceReportingAreas": null
    },
    {
      "feature": "three_plus_car",
      "scenario": "length",
      "year": 2025,
      "band": "D6",
      "bandValue": 6,
      "nationalLSOAs": 3568,
      "eligibleLSOAs": 3471,
      "collisions": 6138,
      "miles": 19823890340.526447,
      "frequencyPer100k": 0.030962641008217957,
      "clusters": 158,
      "sourceReportingAreas": null
    },
    {
      "feature": "three_plus_car",
      "scenario": "length",
      "year": 2025,
      "band": "D7",
      "bandValue": 7,
      "nationalLSOAs": 3567,
      "eligibleLSOAs": 3500,
      "collisions": 6620,
      "miles": 25035904547.104294,
      "frequencyPer100k": 0.026442024443513398,
      "clusters": 157,
      "sourceReportingAreas": null
    },
    {
      "feature": "three_plus_car",
      "scenario": "length",
      "year": 2025,
      "band": "D8",
      "bandValue": 8,
      "nationalLSOAs": 3568,
      "eligibleLSOAs": 3493,
      "collisions": 6832,
      "miles": 31584364812.42035,
      "frequencyPer100k": 0.02163095582442538,
      "clusters": 157,
      "sourceReportingAreas": null
    },
    {
      "feature": "three_plus_car",
      "scenario": "length",
      "year": 2025,
      "band": "D9",
      "bandValue": 9,
      "nationalLSOAs": 3566,
      "eligibleLSOAs": 3495,
      "collisions": 9316,
      "miles": 52172511290.540695,
      "frequencyPer100k": 0.01785614640652551,
      "clusters": 147,
      "sourceReportingAreas": null
    },
    {
      "feature": "three_plus_car",
      "scenario": "length",
      "year": 2025,
      "band": "D10",
      "bandValue": 10,
      "nationalLSOAs": 3567,
      "eligibleLSOAs": 3439,
      "collisions": 14459,
      "miles": 94570797939.7912,
      "frequencyPer100k": 0.01528907476196338,
      "clusters": 133,
      "sourceReportingAreas": null
    }
  ],
  "subgroups": [
    {
      "feature": "three_plus_car",
      "form": "categorical",
      "scenario": "fitted",
      "sample": "temporal_2023",
      "dimension": "year",
      "group": "2023",
      "rows": 33108,
      "observed": 92703.0,
      "baseExpected": 97536.70796420943,
      "expected": 97407.00699963857,
      "baseDeviance": 70909.04750319224,
      "featureDeviance": 67865.1547514224,
      "gain": 0.042926718930088814,
      "oe": 0.9517077144187787
    },
    {
      "feature": "three_plus_car",
      "form": "categorical",
      "scenario": "fitted",
      "sample": "temporal_2023",
      "dimension": "region",
      "group": "East Midlands",
      "rows": 2847,
      "observed": 7798.0,
      "baseExpected": 7917.794928232712,
      "expected": 7897.133312087119,
      "baseDeviance": 5990.656178229321,
      "featureDeviance": 5591.415940291914,
      "gain": 0.0666438243256704,
      "oe": 0.9874469243243763
    },
    {
      "feature": "three_plus_car",
      "form": "categorical",
      "scenario": "fitted",
      "sample": "temporal_2023",
      "dimension": "region",
      "group": "East of England",
      "rows": 3758,
      "observed": 9557.0,
      "baseExpected": 10437.304581155866,
      "expected": 10400.844819797385,
      "baseDeviance": 7634.583762542322,
      "featureDeviance": 7365.633791138158,
      "gain": 0.035227849974443615,
      "oe": 0.9188676656158569
    },
    {
      "feature": "three_plus_car",
      "form": "categorical",
      "scenario": "fitted",
      "sample": "temporal_2023",
      "dimension": "region",
      "group": "London",
      "rows": 4992,
      "observed": 22068.0,
      "baseExpected": 22672.037596228052,
      "expected": 22691.437849779155,
      "baseDeviance": 15148.403628817705,
      "featureDeviance": 14505.36475635505,
      "gain": 0.04244928298843087,
      "oe": 0.9725254144798399
    },
    {
      "feature": "three_plus_car",
      "form": "categorical",
      "scenario": "fitted",
      "sample": "temporal_2023",
      "dimension": "region",
      "group": "North East",
      "rows": 1682,
      "observed": 3016.0,
      "baseExpected": 3211.4320861758915,
      "expected": 3210.872899824799,
      "baseDeviance": 2789.4148301176156,
      "featureDeviance": 2678.621468667781,
      "gain": 0.039719212880632404,
      "oe": 0.9393084354614497
    },
    {
      "feature": "three_plus_car",
      "form": "categorical",
      "scenario": "fitted",
      "sample": "temporal_2023",
      "dimension": "region",
      "group": "North West",
      "rows": 4567,
      "observed": 9632.0,
      "baseExpected": 10505.766762617237,
      "expected": 10500.127603500707,
      "baseDeviance": 8313.283840244454,
      "featureDeviance": 8074.041229682012,
      "gain": 0.02877835223239611,
      "oe": 0.9173221853788447
    },
    {
      "feature": "three_plus_car",
      "form": "categorical",
      "scenario": "fitted",
      "sample": "temporal_2023",
      "dimension": "region",
      "group": "South East",
      "rows": 5237,
      "observed": 15452.0,
      "baseExpected": 16653.492545638754,
      "expected": 16615.291831504153,
      "baseDeviance": 11545.902670512176,
      "featureDeviance": 11028.44893896426,
      "gain": 0.04481708761234182,
      "oe": 0.9299866747270461
    },
    {
      "feature": "three_plus_car",
      "form": "categorical",
      "scenario": "fitted",
      "sample": "temporal_2023",
      "dimension": "region",
      "group": "South West",
      "rows": 2368,
      "observed": 6535.0,
      "baseExpected": 6686.570928603191,
      "expected": 6674.253589089018,
      "baseDeviance": 4324.641282343235,
      "featureDeviance": 4273.44546502533,
      "gain": 0.011838165058204564,
      "oe": 0.9791357060036395
    },
    {
      "feature": "three_plus_car",
      "form": "categorical",
      "scenario": "fitted",
      "sample": "temporal_2023",
      "dimension": "region",
      "group": "Wales",
      "rows": 1916,
      "observed": 3197.0,
      "baseExpected": 3327.2011911406116,
      "expected": 3327.1535811002364,
      "baseDeviance": 3736.2691798156793,
      "featureDeviance": 3566.581362337457,
      "gain": 0.04541637909680629,
      "oe": 0.9608814026982198
    },
    {
      "feature": "three_plus_car",
      "form": "categorical",
      "scenario": "fitted",
      "sample": "temporal_2023",
      "dimension": "region",
      "group": "West Midlands",
      "rows": 2877,
      "observed": 6971.0,
      "baseExpected": 7574.507719988112,
      "expected": 7558.173981759723,
      "baseDeviance": 5694.638619874549,
      "featureDeviance": 5332.016032699707,
      "gain": 0.06367789273041358,
      "oe": 0.922312719556766
    },
    {
      "feature": "three_plus_car",
      "form": "categorical",
      "scenario": "fitted",
      "sample": "temporal_2023",
      "dimension": "region",
      "group": "Yorkshire and The Humber",
      "rows": 2864,
      "observed": 8477.0,
      "baseExpected": 8550.599624429009,
      "expected": 8531.717531196271,
      "baseDeviance": 5731.2535106951855,
      "featureDeviance": 5449.58576626073,
      "gain": 0.04914592312289623,
      "oe": 0.9935865749192708
    },
    {
      "feature": "three_plus_car",
      "form": "categorical",
      "scenario": "fitted",
      "sample": "temporal_2023",
      "dimension": "urbanRural",
      "group": "Rural",
      "rows": 5651,
      "observed": 19641.0,
      "baseExpected": 20807.408781201953,
      "expected": 20736.05409963309,
      "baseDeviance": 13190.615621173,
      "featureDeviance": 12707.892252256406,
      "gain": 0.036595969648433035,
      "oe": 0.9471908158431904
    },
    {
      "feature": "three_plus_car",
      "form": "categorical",
      "scenario": "fitted",
      "sample": "temporal_2023",
      "dimension": "urbanRural",
      "group": "Urban",
      "rows": 27457,
      "observed": 73062.0,
      "baseExpected": 76729.29918300748,
      "expected": 76670.95290000548,
      "baseDeviance": 57718.43188201924,
      "featureDeviance": 55157.262499166,
      "gain": 0.044373509455150506,
      "oe": 0.9529293329024842
    },
    {
      "feature": "three_plus_car",
      "form": "categorical",
      "scenario": "fitted",
      "sample": "temporal_2023",
      "dimension": "betterObserved",
      "group": "False",
      "rows": 32750,
      "observed": 91351.0,
      "baseExpected": 96210.73489123484,
      "expected": 96045.28792719255,
      "baseDeviance": 69995.58657392944,
      "featureDeviance": 66989.37145691356,
      "gain": 0.04294863810935723,
      "oe": 0.9511242245350853
    },
    {
      "feature": "three_plus_car",
      "form": "categorical",
      "scenario": "fitted",
      "sample": "temporal_2023",
      "dimension": "betterObserved",
      "group": "True",
      "rows": 358,
      "observed": 1352.0,
      "baseExpected": 1325.9730729745972,
      "expected": 1361.7190724460056,
      "baseDeviance": 913.4609292628057,
      "featureDeviance": 875.7832945088402,
      "gain": 0.04124712239676487,
      "oe": 0.9928626449884794
    },
    {
      "feature": "three_plus_car",
      "form": "categorical",
      "scenario": "fitted",
      "sample": "temporal_2023",
      "dimension": "band",
      "group": "D1",
      "rows": 3481,
      "observed": 17362.0,
      "baseExpected": 15387.678580381777,
      "expected": 18005.115671900316,
      "baseDeviance": 10510.183131092348,
      "featureDeviance": 10050.798636650195,
      "gain": 0.043708514753006744,
      "oe": 0.9642815029006454
    },
    {
      "feature": "three_plus_car",
      "form": "categorical",
      "scenario": "fitted",
      "sample": "temporal_2023",
      "dimension": "band",
      "group": "D2",
      "rows": 3399,
      "observed": 10888.0,
      "baseExpected": 10111.66069710378,
      "expected": 11236.428183080383,
      "baseDeviance": 7935.7685814296365,
      "featureDeviance": 7715.993951994582,
      "gain": 0.02769418326403139,
      "oe": 0.9689911974336257
    },
    {
      "feature": "three_plus_car",
      "form": "categorical",
      "scenario": "fitted",
      "sample": "temporal_2023",
      "dimension": "band",
      "group": "D3",
      "rows": 3314,
      "observed": 8540.0,
      "baseExpected": 8280.22291855319,
      "expected": 8874.164794962739,
      "baseDeviance": 6640.648465332046,
      "featureDeviance": 6570.636588874651,
      "gain": 0.010542927670828539,
      "oe": 0.9623440850284388
    },
    {
      "feature": "three_plus_car",
      "form": "categorical",
      "scenario": "fitted",
      "sample": "temporal_2023",
      "dimension": "band",
      "group": "D4",
      "rows": 3291,
      "observed": 7583.0,
      "baseExpected": 7808.011143027253,
      "expected": 7931.256285895069,
      "baseDeviance": 6355.716731072094,
      "featureDeviance": 6224.056940379216,
      "gain": 0.020715176000405178,
      "oe": 0.9560906528119124
    },
    {
      "feature": "three_plus_car",
      "form": "categorical",
      "scenario": "fitted",
      "sample": "temporal_2023",
      "dimension": "band",
      "group": "D5",
      "rows": 3303,
      "observed": 6706.0,
      "baseExpected": 7432.861633745972,
      "expected": 7241.007269028358,
      "baseDeviance": 5733.542458859572,
      "featureDeviance": 5674.9795911599795,
      "gain": 0.010214081106018624,
      "oe": 0.9261142477626392
    },
    {
      "feature": "three_plus_car",
      "form": "categorical",
      "scenario": "fitted",
      "sample": "temporal_2023",
      "dimension": "band",
      "group": "D6",
      "rows": 3286,
      "observed": 6191.0,
      "baseExpected": 7141.066555083873,
      "expected": 6460.315813711275,
      "baseDeviance": 5918.228010072157,
      "featureDeviance": 5621.939082780603,
      "gain": 0.05006379051082588,
      "oe": 0.958312283566744
    },
    {
      "feature": "three_plus_car",
      "form": "categorical",
      "scenario": "fitted",
      "sample": "temporal_2023",
      "dimension": "band",
      "group": "D7",
      "rows": 3305,
      "observed": 6526.0,
      "baseExpected": 7430.99198504647,
      "expected": 6904.549049418332,
      "baseDeviance": 6196.523162308554,
      "featureDeviance": 5916.116119972103,
      "gain": 0.0452523189200803,
      "oe": 0.9451739647717873
    },
    {
      "feature": "three_plus_car",
      "form": "categorical",
      "scenario": "fitted",
      "sample": "temporal_2023",
      "dimension": "band",
      "group": "D8",
      "rows": 3273,
      "observed": 6717.0,
      "baseExpected": 8047.219338799764,
      "expected": 7061.405801299252,
      "baseDeviance": 6253.265120799085,
      "featureDeviance": 5780.627504582055,
      "gain": 0.07558253281873217,
      "oe": 0.9512270203709461
    },
    {
      "feature": "three_plus_car",
      "form": "categorical",
      "scenario": "fitted",
      "sample": "temporal_2023",
      "dimension": "band",
      "group": "D9",
      "rows": 3265,
      "observed": 8968.0,
      "baseExpected": 10525.17709697363,
      "expected": 9535.951257282768,
      "baseDeviance": 7013.296744659349,
      "featureDeviance": 6519.611870476222,
      "gain": 0.0703926972089225,
      "oe": 0.940441048621236
    },
    {
      "feature": "three_plus_car",
      "form": "categorical",
      "scenario": "fitted",
      "sample": "temporal_2023",
      "dimension": "band",
      "group": "D10",
      "rows": 3191,
      "observed": 13222.0,
      "baseExpected": 15371.818015493729,
      "expected": 14156.81287306007,
      "baseDeviance": 8351.875097567392,
      "featureDeviance": 7790.394464552794,
      "gain": 0.0672280926684522,
      "oe": 0.9339672791155567
    },
    {
      "feature": "three_plus_car",
      "form": "categorical",
      "scenario": "fitted",
      "sample": "diagnostic_2024",
      "dimension": "year",
      "group": "2024",
      "rows": 34844,
      "observed": 92494.0,
      "baseExpected": 98730.62453805192,
      "expected": 98650.78810835243,
      "baseDeviance": 72161.99967063732,
      "featureDeviance": 69020.66751987947,
      "gain": 0.04353166715301071,
      "oe": 0.937590076811245
    },
    {
      "feature": "three_plus_car",
      "form": "categorical",
      "scenario": "fitted",
      "sample": "diagnostic_2024",
      "dimension": "region",
      "group": "East Midlands",
      "rows": 2847,
      "observed": 7723.0,
      "baseExpected": 7711.809521254479,
      "expected": 7716.495758783274,
      "baseDeviance": 6069.325326490749,
      "featureDeviance": 5659.050115619266,
      "gain": 0.06759815775251943,
      "oe": 1.0008429008995854
    },
    {
      "feature": "three_plus_car",
      "form": "categorical",
      "scenario": "fitted",
      "sample": "diagnostic_2024",
      "dimension": "region",
      "group": "East of England",
      "rows": 3758,
      "observed": 9589.0,
      "baseExpected": 9698.041054502319,
      "expected": 9708.98877189002,
      "baseDeviance": 7301.434262095925,
      "featureDeviance": 7020.612938750414,
      "gain": 0.03846111781124206,
      "oe": 0.9876414758829036
    },
    {
      "feature": "three_plus_car",
      "form": "categorical",
      "scenario": "fitted",
      "sample": "diagnostic_2024",
      "dimension": "region",
      "group": "London",
      "rows": 4992,
      "observed": 20028.0,
      "baseExpected": 22229.396685832005,
      "expected": 22234.462344077358,
      "baseDeviance": 13861.377571300709,
      "featureDeviance": 13341.473542598666,
      "gain": 0.03750738525285391,
      "oe": 0.9007638543297136
    },
    {
      "feature": "three_plus_car",
      "form": "categorical",
      "scenario": "fitted",
      "sample": "diagnostic_2024",
      "dimension": "region",
      "group": "North East",
      "rows": 1682,
      "observed": 2848.0,
      "baseExpected": 3155.0202045759493,
      "expected": 3154.6306249230975,
      "baseDeviance": 2752.220268831001,
      "featureDeviance": 2659.0649101307094,
      "gain": 0.03384734854084148,
      "oe": 0.9027998325697569
    },
    {
      "feature": "three_plus_car",
      "form": "categorical",
      "scenario": "fitted",
      "sample": "diagnostic_2024",
      "dimension": "region",
      "group": "North West",
      "rows": 4567,
      "observed": 9491.0,
      "baseExpected": 9961.957481674053,
      "expected": 9967.013880094222,
      "baseDeviance": 8244.477534615935,
      "featureDeviance": 7967.273857327373,
      "gain": 0.033622952591558675,
      "oe": 0.9522410738240367
    },
    {
      "feature": "three_plus_car",
      "form": "categorical",
      "scenario": "fitted",
      "sample": "diagnostic_2024",
      "dimension": "region",
      "group": "South East",
      "rows": 5237,
      "observed": 14444.0,
      "baseExpected": 15851.502375795833,
      "expected": 15849.993430721617,
      "baseDeviance": 11264.756858899878,
      "featureDeviance": 10767.948393323471,
      "gain": 0.04410290180243848,
      "oe": 0.9112937530941547
    },
    {
      "feature": "three_plus_car",
      "form": "categorical",
      "scenario": "fitted",
      "sample": "diagnostic_2024",
      "dimension": "region",
      "group": "South West",
      "rows": 3407,
      "observed": 8856.0,
      "baseExpected": 9543.836531495308,
      "expected": 9427.294829331453,
      "baseDeviance": 6127.362664961394,
      "featureDeviance": 5865.322783710084,
      "gain": 0.04276552500307429,
      "oe": 0.9393999190993831
    },
    {
      "feature": "three_plus_car",
      "form": "categorical",
      "scenario": "fitted",
      "sample": "diagnostic_2024",
      "dimension": "region",
      "group": "Wales",
      "rows": 1916,
      "observed": 2878.0,
      "baseExpected": 3233.47580950481,
      "expected": 3232.824352255343,
      "baseDeviance": 3695.5868749494707,
      "featureDeviance": 3559.8200924713274,
      "gain": 0.03673754320279632,
      "oe": 0.8902432320494604
    },
    {
      "feature": "three_plus_car",
      "form": "categorical",
      "scenario": "fitted",
      "sample": "diagnostic_2024",
      "dimension": "region",
      "group": "West Midlands",
      "rows": 3574,
      "observed": 8596.0,
      "baseExpected": 8947.542947866648,
      "expected": 8956.071122871715,
      "baseDeviance": 7108.028387328184,
      "featureDeviance": 6725.455042140541,
      "gain": 0.05382270924377208,
      "oe": 0.9597958616080908
    },
    {
      "feature": "three_plus_car",
      "form": "categorical",
      "scenario": "fitted",
      "sample": "diagnostic_2024",
      "dimension": "region",
      "group": "Yorkshire and The Humber",
      "rows": 2864,
      "observed": 8041.0,
      "baseExpected": 8398.041925550511,
      "expected": 8403.012993404333,
      "baseDeviance": 5737.4299211640755,
      "featureDeviance": 5454.645843807603,
      "gain": 0.049287587167443414,
      "oe": 0.9569186679006111
    },
    {
      "feature": "three_plus_car",
      "form": "categorical",
      "scenario": "fitted",
      "sample": "diagnostic_2024",
      "dimension": "urbanRural",
      "group": "Rural",
      "rows": 6000,
      "observed": 20598.0,
      "baseExpected": 21344.85087891389,
      "expected": 21344.683827674828,
      "baseDeviance": 13812.709003006228,
      "featureDeviance": 13372.953377701953,
      "gain": 0.031837029594163235,
      "oe": 0.9650178080076922
    },
    {
      "feature": "three_plus_car",
      "form": "categorical",
      "scenario": "fitted",
      "sample": "diagnostic_2024",
      "dimension": "urbanRural",
      "group": "Urban",
      "rows": 28844,
      "observed": 71896.0,
      "baseExpected": 77385.77365913804,
      "expected": 77306.10428067761,
      "baseDeviance": 58349.290667631096,
      "featureDeviance": 55647.7141421775,
      "gain": 0.04630007485167731,
      "oe": 0.930017114029767
    },
    {
      "feature": "three_plus_car",
      "form": "categorical",
      "scenario": "fitted",
      "sample": "diagnostic_2024",
      "dimension": "betterObserved",
      "group": "False",
      "rows": 34412,
      "observed": 91098.0,
      "baseExpected": 97333.36133309617,
      "expected": 97241.31214696859,
      "baseDeviance": 71263.1964928057,
      "featureDeviance": 68157.38358162671,
      "gain": 0.04358228460173741,
      "oe": 0.9368240513077024
    },
    {
      "feature": "three_plus_car",
      "form": "categorical",
      "scenario": "fitted",
      "sample": "diagnostic_2024",
      "dimension": "betterObserved",
      "group": "True",
      "rows": 432,
      "observed": 1396.0,
      "baseExpected": 1397.2632049557574,
      "expected": 1409.4759613838362,
      "baseDeviance": 898.8031778316208,
      "featureDeviance": 863.2839382527446,
      "gain": 0.039518373382442906,
      "oe": 0.9904390271611263
    },
    {
      "feature": "three_plus_car",
      "form": "categorical",
      "scenario": "fitted",
      "sample": "diagnostic_2024",
      "dimension": "band",
      "group": "D1",
      "rows": 3523,
      "observed": 15848.0,
      "baseExpected": 15214.80696311309,
      "expected": 17820.148838228786,
      "baseDeviance": 9501.420320394238,
      "featureDeviance": 9303.30765558048,
      "gain": 0.020850847361054137,
      "oe": 0.8893303947047837
    },
    {
      "feature": "three_plus_car",
      "form": "categorical",
      "scenario": "fitted",
      "sample": "diagnostic_2024",
      "dimension": "band",
      "group": "D2",
      "rows": 3498,
      "observed": 10703.0,
      "baseExpected": 10164.844474054553,
      "expected": 11332.957900413607,
      "baseDeviance": 7690.737305138988,
      "featureDeviance": 7470.86795967935,
      "gain": 0.028588851333242182,
      "oe": 0.9444136379973126
    },
    {
      "feature": "three_plus_car",
      "form": "categorical",
      "scenario": "fitted",
      "sample": "diagnostic_2024",
      "dimension": "band",
      "group": "D3",
      "rows": 3465,
      "observed": 8681.0,
      "baseExpected": 8445.435165096933,
      "expected": 9074.689941527806,
      "baseDeviance": 6884.087483272284,
      "featureDeviance": 6754.228745260922,
      "gain": 0.01886360949463639,
      "oe": 0.9566167060181094
    },
    {
      "feature": "three_plus_car",
      "form": "categorical",
      "scenario": "fitted",
      "sample": "diagnostic_2024",
      "dimension": "band",
      "group": "D4",
      "rows": 3472,
      "observed": 7606.0,
      "baseExpected": 7918.827971818391,
      "expected": 8043.978403531694,
      "baseDeviance": 6403.773436540828,
      "featureDeviance": 6235.744883046283,
      "gain": 0.026238990988617816,
      "oe": 0.9455520164823664
    },
    {
      "feature": "three_plus_car",
      "form": "categorical",
      "scenario": "fitted",
      "sample": "diagnostic_2024",
      "dimension": "band",
      "group": "D5",
      "rows": 3488,
      "observed": 6794.0,
      "baseExpected": 7539.291938134219,
      "expected": 7255.867232702785,
      "baseDeviance": 6256.186431814929,
      "featureDeviance": 6134.224732650001,
      "gain": 0.019494575568386185,
      "oe": 0.9363456885455247
    },
    {
      "feature": "three_plus_car",
      "form": "categorical",
      "scenario": "fitted",
      "sample": "diagnostic_2024",
      "dimension": "band",
      "group": "D6",
      "rows": 3471,
      "observed": 6269.0,
      "baseExpected": 7288.484584909578,
      "expected": 6609.521975621366,
      "baseDeviance": 6093.189437449351,
      "featureDeviance": 5781.748677641153,
      "gain": 0.05111292911624443,
      "oe": 0.9484800902580623
    },
    {
      "feature": "three_plus_car",
      "form": "categorical",
      "scenario": "fitted",
      "sample": "diagnostic_2024",
      "dimension": "band",
      "group": "D7",
      "rows": 3500,
      "observed": 6345.0,
      "baseExpected": 7649.473329973698,
      "expected": 7102.948428117865,
      "baseDeviance": 6421.997589974782,
      "featureDeviance": 6068.218469168185,
      "gain": 0.05508864116655432,
      "oe": 0.8932910134730198
    },
    {
      "feature": "three_plus_car",
      "form": "categorical",
      "scenario": "fitted",
      "sample": "diagnostic_2024",
      "dimension": "band",
      "group": "D8",
      "rows": 3493,
      "observed": 7001.0,
      "baseExpected": 8222.091189745155,
      "expected": 7245.642660368512,
      "baseDeviance": 6606.040306041839,
      "featureDeviance": 6100.6039639387345,
      "gain": 0.07651124102903761,
      "oe": 0.9662358921305029
    },
    {
      "feature": "three_plus_car",
      "form": "categorical",
      "scenario": "fitted",
      "sample": "diagnostic_2024",
      "dimension": "band",
      "group": "D9",
      "rows": 3495,
      "observed": 9252.0,
      "baseExpected": 10566.614731926576,
      "expected": 9585.159649297242,
      "baseDeviance": 7723.806239274074,
      "featureDeviance": 7093.6430050833105,
      "gain": 0.0815871365320513,
      "oe": 0.965242138734573
    },
    {
      "feature": "three_plus_car",
      "form": "categorical",
      "scenario": "fitted",
      "sample": "diagnostic_2024",
      "dimension": "band",
      "group": "D10",
      "rows": 3439,
      "observed": 13995.0,
      "baseExpected": 15720.754189279722,
      "expected": 14579.873078542763,
      "baseDeviance": 8580.761120736008,
      "featureDeviance": 8078.079427831036,
      "gain": 0.05858241312535861,
      "oe": 0.9598848991762814
    },
    {
      "feature": "three_plus_car",
      "form": "categorical",
      "scenario": "fitted",
      "sample": "diagnostic_2025",
      "dimension": "year",
      "group": "2025",
      "rows": 34843,
      "observed": 92791.0,
      "baseExpected": 100097.08544166648,
      "expected": 100005.64514912244,
      "baseDeviance": 71788.98081332492,
      "featureDeviance": 68584.5207584064,
      "gain": 0.044637213380298135,
      "oe": 0.9278576210536476
    },
    {
      "feature": "three_plus_car",
      "form": "categorical",
      "scenario": "fitted",
      "sample": "diagnostic_2025",
      "dimension": "region",
      "group": "East Midlands",
      "rows": 2847,
      "observed": 7956.0,
      "baseExpected": 7817.36871820691,
      "expected": 7828.136970612892,
      "baseDeviance": 5989.95063529067,
      "featureDeviance": 5572.889824096379,
      "gain": 0.06962675263751195,
      "oe": 1.0163337751839436
    },
    {
      "feature": "three_plus_car",
      "form": "categorical",
      "scenario": "fitted",
      "sample": "diagnostic_2025",
      "dimension": "region",
      "group": "East of England",
      "rows": 3758,
      "observed": 9709.0,
      "baseExpected": 9980.518413801983,
      "expected": 9984.046825902995,
      "baseDeviance": 7396.334499807114,
      "featureDeviance": 6994.333234115771,
      "gain": 0.05435141767882823,
      "oe": 0.9724513685984121
    },
    {
      "feature": "three_plus_car",
      "form": "categorical",
      "scenario": "fitted",
      "sample": "diagnostic_2025",
      "dimension": "region",
      "group": "London",
      "rows": 4992,
      "observed": 19860.0,
      "baseExpected": 22313.85085599808,
      "expected": 22306.34382522175,
      "baseDeviance": 13261.144268227821,
      "featureDeviance": 12799.756488468885,
      "gain": 0.034792456097802016,
      "oe": 0.8903296817986069
    },
    {
      "feature": "three_plus_car",
      "form": "categorical",
      "scenario": "fitted",
      "sample": "diagnostic_2025",
      "dimension": "region",
      "group": "North East",
      "rows": 1682,
      "observed": 2764.0,
      "baseExpected": 3253.348171876134,
      "expected": 3253.2747071239046,
      "baseDeviance": 2782.4775559347863,
      "featureDeviance": 2705.270328573918,
      "gain": 0.027747655033619867,
      "oe": 0.8496054741235014
    },
    {
      "feature": "three_plus_car",
      "form": "categorical",
      "scenario": "fitted",
      "sample": "diagnostic_2025",
      "dimension": "region",
      "group": "North West",
      "rows": 4567,
      "observed": 9449.0,
      "baseExpected": 10122.99904148074,
      "expected": 10130.735960621601,
      "baseDeviance": 8030.254393819568,
      "featureDeviance": 7795.141571454399,
      "gain": 0.02927837784891618,
      "oe": 0.9327061762075801
    },
    {
      "feature": "three_plus_car",
      "form": "categorical",
      "scenario": "fitted",
      "sample": "diagnostic_2025",
      "dimension": "region",
      "group": "South East",
      "rows": 5237,
      "observed": 14543.0,
      "baseExpected": 16068.149257494406,
      "expected": 16071.465372917855,
      "baseDeviance": 11243.698052533633,
      "featureDeviance": 10755.513258180068,
      "gain": 0.043418525833105126,
      "oe": 0.9048957056838461
    },
    {
      "feature": "three_plus_car",
      "form": "categorical",
      "scenario": "fitted",
      "sample": "diagnostic_2025",
      "dimension": "region",
      "group": "South West",
      "rows": 3406,
      "observed": 8809.0,
      "baseExpected": 9700.842957200603,
      "expected": 9575.360537864299,
      "baseDeviance": 6367.594776745309,
      "featureDeviance": 6070.854055150341,
      "gain": 0.04660169687284055,
      "oe": 0.9199653595461139
    },
    {
      "feature": "three_plus_car",
      "form": "categorical",
      "scenario": "fitted",
      "sample": "diagnostic_2025",
      "dimension": "region",
      "group": "Wales",
      "rows": 1916,
      "observed": 2951.0,
      "baseExpected": 3310.9021569525685,
      "expected": 3310.4361322792583,
      "baseDeviance": 3908.0403766774116,
      "featureDeviance": 3732.300040788994,
      "gain": 0.04496891509545531,
      "oe": 0.8914233297617543
    },
    {
      "feature": "three_plus_car",
      "form": "categorical",
      "scenario": "fitted",
      "sample": "diagnostic_2025",
      "dimension": "region",
      "group": "West Midlands",
      "rows": 3574,
      "observed": 8774.0,
      "baseExpected": 8981.804589938849,
      "expected": 8998.183228227277,
      "baseDeviance": 7006.778332700427,
      "featureDeviance": 6639.807216101209,
      "gain": 0.05237373000464063,
      "oe": 0.9750857231353086
    },
    {
      "feature": "three_plus_car",
      "form": "categorical",
      "scenario": "fitted",
      "sample": "diagnostic_2025",
      "dimension": "region",
      "group": "Yorkshire and The Humber",
      "rows": 2864,
      "observed": 7976.0,
      "baseExpected": 8547.301278716197,
      "expected": 8547.661588350613,
      "baseDeviance": 5802.70792158818,
      "featureDeviance": 5518.654741476446,
      "gain": 0.048951831446651495,
      "oe": 0.9331207041315586
    },
    {
      "feature": "three_plus_car",
      "form": "categorical",
      "scenario": "fitted",
      "sample": "diagnostic_2025",
      "dimension": "urbanRural",
      "group": "Rural",
      "rows": 5999,
      "observed": 20915.0,
      "baseExpected": 21822.596892626803,
      "expected": 21819.181006767743,
      "baseDeviance": 13690.091039343122,
      "featureDeviance": 13247.427840792781,
      "gain": 0.03233456938147439,
      "oe": 0.9585602683030454
    },
    {
      "feature": "three_plus_car",
      "form": "categorical",
      "scenario": "fitted",
      "sample": "diagnostic_2025",
      "dimension": "urbanRural",
      "group": "Urban",
      "rows": 28844,
      "observed": 71876.0,
      "baseExpected": 78274.48854903967,
      "expected": 78186.4641423547,
      "baseDeviance": 58098.8897739818,
      "featureDeviance": 55337.09291761363,
      "gain": 0.04753613824829017,
      "oe": 0.9192895571941303
    },
    {
      "feature": "three_plus_car",
      "form": "categorical",
      "scenario": "fitted",
      "sample": "diagnostic_2025",
      "dimension": "betterObserved",
      "group": "False",
      "rows": 34462,
      "observed": 91626.0,
      "baseExpected": 98841.9725673295,
      "expected": 98745.07742314308,
      "baseDeviance": 71108.49069274582,
      "featureDeviance": 67958.3415395284,
      "gain": 0.0443006049281649,
      "oe": 0.9279044828469133
    },
    {
      "feature": "three_plus_car",
      "form": "categorical",
      "scenario": "fitted",
      "sample": "diagnostic_2025",
      "dimension": "betterObserved",
      "group": "True",
      "rows": 381,
      "observed": 1165.0,
      "baseExpected": 1255.112874336972,
      "expected": 1260.5677259793536,
      "baseDeviance": 680.4901205790895,
      "featureDeviance": 626.1792188780214,
      "gain": 0.07981144774717697,
      "oe": 0.9241867580695788
    },
    {
      "feature": "three_plus_car",
      "form": "categorical",
      "scenario": "fitted",
      "sample": "diagnostic_2025",
      "dimension": "band",
      "group": "D1",
      "rows": 3523,
      "observed": 15948.0,
      "baseExpected": 15165.80215526267,
      "expected": 17778.859145271243,
      "baseDeviance": 9174.140328493215,
      "featureDeviance": 8941.647543608604,
      "gain": 0.025342187557621076,
      "oe": 0.8970204370082876
    },
    {
      "feature": "three_plus_car",
      "form": "categorical",
      "scenario": "fitted",
      "sample": "diagnostic_2025",
      "dimension": "band",
      "group": "D2",
      "rows": 3498,
      "observed": 10713.0,
      "baseExpected": 10327.721169591161,
      "expected": 11522.031883398251,
      "baseDeviance": 7534.570787365332,
      "featureDeviance": 7347.659411769026,
      "gain": 0.024807169627994785,
      "oe": 0.9297839225246407
    },
    {
      "feature": "three_plus_car",
      "form": "categorical",
      "scenario": "fitted",
      "sample": "diagnostic_2025",
      "dimension": "band",
      "group": "D3",
      "rows": 3464,
      "observed": 8411.0,
      "baseExpected": 8533.288412189013,
      "expected": 9171.376296604649,
      "baseDeviance": 6742.203924419856,
      "featureDeviance": 6610.487153877753,
      "gain": 0.019536159395154518,
      "oe": 0.9170924546094408
    },
    {
      "feature": "three_plus_car",
      "form": "categorical",
      "scenario": "fitted",
      "sample": "diagnostic_2025",
      "dimension": "band",
      "group": "D4",
      "rows": 3472,
      "observed": 7414.0,
      "baseExpected": 8062.953148810675,
      "expected": 8193.124013391225,
      "baseDeviance": 6280.438706324652,
      "featureDeviance": 6142.676535938501,
      "gain": 0.021935118998521408,
      "oe": 0.9049051360484976
    },
    {
      "feature": "three_plus_car",
      "form": "categorical",
      "scenario": "fitted",
      "sample": "diagnostic_2025",
      "dimension": "band",
      "group": "D5",
      "rows": 3488,
      "observed": 6940.0,
      "baseExpected": 7665.356774090047,
      "expected": 7377.713687144809,
      "baseDeviance": 6192.78505119681,
      "featureDeviance": 6053.164021901475,
      "gain": 0.022545757383966025,
      "oe": 0.9406708221942122
    },
    {
      "feature": "three_plus_car",
      "form": "categorical",
      "scenario": "fitted",
      "sample": "diagnostic_2025",
      "dimension": "band",
      "group": "D6",
      "rows": 3471,
      "observed": 6138.0,
      "baseExpected": 7403.01144358483,
      "expected": 6716.330224849202,
      "baseDeviance": 6393.050930353121,
      "featureDeviance": 6033.769128017283,
      "gain": 0.056198801831849776,
      "oe": 0.9138919312350835
    },
    {
      "feature": "three_plus_car",
      "form": "categorical",
      "scenario": "fitted",
      "sample": "diagnostic_2025",
      "dimension": "band",
      "group": "D7",
      "rows": 3500,
      "observed": 6620.0,
      "baseExpected": 7787.4596222103,
      "expected": 7232.25038622567,
      "baseDeviance": 6758.207088134114,
      "featureDeviance": 6394.341737967619,
      "gain": 0.0538405150095741,
      "oe": 0.9153444151502631
    },
    {
      "feature": "three_plus_car",
      "form": "categorical",
      "scenario": "fitted",
      "sample": "diagnostic_2025",
      "dimension": "band",
      "group": "D8",
      "rows": 3493,
      "observed": 6832.0,
      "baseExpected": 8371.707120039846,
      "expected": 7381.195874346851,
      "baseDeviance": 6677.007870094232,
      "featureDeviance": 6075.426355564312,
      "gain": 0.09009746974005439,
      "oe": 0.9255952715933787
    },
    {
      "feature": "three_plus_car",
      "form": "categorical",
      "scenario": "fitted",
      "sample": "diagnostic_2025",
      "dimension": "band",
      "group": "D9",
      "rows": 3495,
      "observed": 9316.0,
      "baseExpected": 10737.80789708925,
      "expected": 9755.39710814555,
      "baseDeviance": 7494.642543784017,
      "featureDeviance": 6872.776561181336,
      "gain": 0.08297473548200784,
      "oe": 0.9549585626013458
    },
    {
      "feature": "three_plus_car",
      "form": "categorical",
      "scenario": "fitted",
      "sample": "diagnostic_2025",
      "dimension": "band",
      "group": "D10",
      "rows": 3439,
      "observed": 14459.0,
      "baseExpected": 16041.977698798675,
      "expected": 14877.366529744999,
      "baseDeviance": 8541.93358315957,
      "featureDeviance": 8112.572308580502,
      "gain": 0.05026511508185394,
      "oe": 0.9718789929045212
    },
    {
      "feature": "three_plus_car",
      "form": "categorical",
      "scenario": "benchmark",
      "sample": "temporal_2023",
      "dimension": "year",
      "group": "2023",
      "rows": 33108,
      "observed": 92703.0,
      "baseExpected": 97285.25165385114,
      "expected": 97156.68543689688,
      "baseDeviance": 72256.19871382597,
      "featureDeviance": 69115.34699343947,
      "gain": 0.04346826675488413,
      "oe": 0.9541597635111838
    },
    {
      "feature": "three_plus_car",
      "form": "categorical",
      "scenario": "benchmark",
      "sample": "temporal_2023",
      "dimension": "region",
      "group": "East Midlands",
      "rows": 2847,
      "observed": 7798.0,
      "baseExpected": 7884.19601278298,
      "expected": 7862.838819736637,
      "baseDeviance": 6185.048702903048,
      "featureDeviance": 5771.382331564595,
      "gain": 0.06688166758400671,
      "oe": 0.9917537646105776
    },
    {
      "feature": "three_plus_car",
      "form": "categorical",
      "scenario": "benchmark",
      "sample": "temporal_2023",
      "dimension": "region",
      "group": "East of England",
      "rows": 3758,
      "observed": 9557.0,
      "baseExpected": 10364.793817696067,
      "expected": 10327.69635583444,
      "baseDeviance": 7838.621399369718,
      "featureDeviance": 7537.758969412207,
      "gain": 0.038382059118418854,
      "oe": 0.9253757731365669
    },
    {
      "feature": "three_plus_car",
      "form": "categorical",
      "scenario": "benchmark",
      "sample": "temporal_2023",
      "dimension": "region",
      "group": "London",
      "rows": 4992,
      "observed": 22068.0,
      "baseExpected": 22694.582436395896,
      "expected": 22715.25056722415,
      "baseDeviance": 15242.735044335379,
      "featureDeviance": 14619.804862580597,
      "gain": 0.040867349589356006,
      "oe": 0.9715059023756459
    },
    {
      "feature": "three_plus_car",
      "form": "categorical",
      "scenario": "benchmark",
      "sample": "temporal_2023",
      "dimension": "region",
      "group": "North East",
      "rows": 1682,
      "observed": 3016.0,
      "baseExpected": 3212.6889407940635,
      "expected": 3212.158265456505,
      "baseDeviance": 2871.657747148302,
      "featureDeviance": 2757.586571599525,
      "gain": 0.03972310964356918,
      "oe": 0.93893256519581
    },
    {
      "feature": "three_plus_car",
      "form": "categorical",
      "scenario": "benchmark",
      "sample": "temporal_2023",
      "dimension": "region",
      "group": "North West",
      "rows": 4567,
      "observed": 9632.0,
      "baseExpected": 10474.953796991911,
      "expected": 10466.588702579285,
      "baseDeviance": 8421.778376439455,
      "featureDeviance": 8202.729771323942,
      "gain": 0.02600978027732448,
      "oe": 0.9202616319132119
    },
    {
      "feature": "three_plus_car",
      "form": "categorical",
      "scenario": "benchmark",
      "sample": "temporal_2023",
      "dimension": "region",
      "group": "South East",
      "rows": 5237,
      "observed": 15452.0,
      "baseExpected": 16599.018246227733,
      "expected": 16563.56006062995,
      "baseDeviance": 11766.636939366736,
      "featureDeviance": 11191.522284899766,
      "gain": 0.04887672301189583,
      "oe": 0.9328912349421774
    },
    {
      "feature": "three_plus_car",
      "form": "categorical",
      "scenario": "benchmark",
      "sample": "temporal_2023",
      "dimension": "region",
      "group": "South West",
      "rows": 2368,
      "observed": 6535.0,
      "baseExpected": 6659.0437308300625,
      "expected": 6646.906938715976,
      "baseDeviance": 4414.01910928086,
      "featureDeviance": 4332.4328915727165,
      "gain": 0.018483431015647755,
      "oe": 0.9831640581479851
    },
    {
      "feature": "three_plus_car",
      "form": "categorical",
      "scenario": "benchmark",
      "sample": "temporal_2023",
      "dimension": "region",
      "group": "Wales",
      "rows": 1916,
      "observed": 3197.0,
      "baseExpected": 3326.4278504425965,
      "expected": 3326.263015475115,
      "baseDeviance": 3754.880139997911,
      "featureDeviance": 3590.045201898709,
      "gain": 0.04389885481119349,
      "oe": 0.9611386667639535
    },
    {
      "feature": "three_plus_car",
      "form": "categorical",
      "scenario": "benchmark",
      "sample": "temporal_2023",
      "dimension": "region",
      "group": "West Midlands",
      "rows": 2877,
      "observed": 6971.0,
      "baseExpected": 7549.759917480023,
      "expected": 7534.22917055741,
      "baseDeviance": 5900.106108501499,
      "featureDeviance": 5521.194105066259,
      "gain": 0.06422121847762419,
      "oe": 0.9252439555783063
    },
    {
      "feature": "three_plus_car",
      "form": "categorical",
      "scenario": "benchmark",
      "sample": "temporal_2023",
      "dimension": "region",
      "group": "Yorkshire and The Humber",
      "rows": 2864,
      "observed": 8477.0,
      "baseExpected": 8519.786904209808,
      "expected": 8501.193540687409,
      "baseDeviance": 5860.715146483051,
      "featureDeviance": 5590.890003521156,
      "gain": 0.046039627625276025,
      "oe": 0.9971541007069634
    },
    {
      "feature": "three_plus_car",
      "form": "categorical",
      "scenario": "benchmark",
      "sample": "temporal_2023",
      "dimension": "urbanRural",
      "group": "Rural",
      "rows": 5651,
      "observed": 19641.0,
      "baseExpected": 20680.659242275542,
      "expected": 20609.760552614105,
      "baseDeviance": 13282.183567808634,
      "featureDeviance": 12810.901505487815,
      "gain": 0.0354822729195704,
      "oe": 0.9529950602705459
    },
    {
      "feature": "three_plus_car",
      "form": "categorical",
      "scenario": "benchmark",
      "sample": "temporal_2023",
      "dimension": "urbanRural",
      "group": "Urban",
      "rows": 27457,
      "observed": 73062.0,
      "baseExpected": 76604.59241157559,
      "expected": 76546.92488428277,
      "baseDeviance": 58974.01514601732,
      "featureDeviance": 56304.445487951656,
      "gain": 0.04526687985303213,
      "oe": 0.954473352266587
    },
    {
      "feature": "three_plus_car",
      "form": "categorical",
      "scenario": "benchmark",
      "sample": "temporal_2023",
      "dimension": "betterObserved",
      "group": "False",
      "rows": 32750,
      "observed": 91351.0,
      "baseExpected": 95904.25882172605,
      "expected": 95739.0458495229,
      "baseDeviance": 71347.77952043331,
      "featureDeviance": 68241.14223040445,
      "gain": 0.043542172032685955,
      "oe": 0.9541666014050342
    },
    {
      "feature": "three_plus_car",
      "form": "categorical",
      "scenario": "benchmark",
      "sample": "temporal_2023",
      "dimension": "betterObserved",
      "group": "True",
      "rows": 358,
      "observed": 1352.0,
      "baseExpected": 1380.9928321250966,
      "expected": 1417.6395873739725,
      "baseDeviance": 908.4191933926643,
      "featureDeviance": 874.2047630350086,
      "gain": 0.03766370262375829,
      "oe": 0.9536979723488374
    },
    {
      "feature": "three_plus_car",
      "form": "categorical",
      "scenario": "benchmark",
      "sample": "temporal_2023",
      "dimension": "band",
      "group": "D1",
      "rows": 3481,
      "observed": 17362.0,
      "baseExpected": 15458.741588287532,
      "expected": 18011.099885716154,
      "baseDeviance": 10648.464104548259,
      "featureDeviance": 10146.628767463635,
      "gain": 0.04712748544367773,
      "oe": 0.9639611189858023
    },
    {
      "feature": "three_plus_car",
      "form": "categorical",
      "scenario": "benchmark",
      "sample": "temporal_2023",
      "dimension": "band",
      "group": "D2",
      "rows": 3399,
      "observed": 10888.0,
      "baseExpected": 9971.383377670789,
      "expected": 11225.192529150205,
      "baseDeviance": 8073.1956113125525,
      "featureDeviance": 7839.938089713051,
      "gain": 0.028892836595294402,
      "oe": 0.9699610916895577
    },
    {
      "feature": "three_plus_car",
      "form": "categorical",
      "scenario": "benchmark",
      "sample": "temporal_2023",
      "dimension": "band",
      "group": "D3",
      "rows": 3314,
      "observed": 8540.0,
      "baseExpected": 8200.189585335627,
      "expected": 8867.796250409996,
      "baseDeviance": 6832.8102717780475,
      "featureDeviance": 6763.017223426386,
      "gain": 0.010214398699160632,
      "oe": 0.9630352072652955
    },
    {
      "feature": "three_plus_car",
      "form": "categorical",
      "scenario": "benchmark",
      "sample": "temporal_2023",
      "dimension": "band",
      "group": "D4",
      "rows": 3291,
      "observed": 7583.0,
      "baseExpected": 7747.992134127188,
      "expected": 7919.457969238653,
      "baseDeviance": 6598.339726751072,
      "featureDeviance": 6474.883743465951,
      "gain": 0.018710158675917188,
      "oe": 0.9575150255805955
    },
    {
      "feature": "three_plus_car",
      "form": "categorical",
      "scenario": "benchmark",
      "sample": "temporal_2023",
      "dimension": "band",
      "group": "D5",
      "rows": 3303,
      "observed": 6706.0,
      "baseExpected": 7420.99493817408,
      "expected": 7230.088404519159,
      "baseDeviance": 5905.949069647688,
      "featureDeviance": 5855.813067154378,
      "gain": 0.008489067870729339,
      "oe": 0.9275128635783239
    },
    {
      "feature": "three_plus_car",
      "form": "categorical",
      "scenario": "benchmark",
      "sample": "temporal_2023",
      "dimension": "band",
      "group": "D6",
      "rows": 3286,
      "observed": 6191.0,
      "baseExpected": 7172.951924029639,
      "expected": 6448.98153085263,
      "baseDeviance": 6082.5132275802425,
      "featureDeviance": 5791.242997054729,
      "gain": 0.04788649356400776,
      "oe": 0.9599965468006973
    },
    {
      "feature": "three_plus_car",
      "form": "categorical",
      "scenario": "benchmark",
      "sample": "temporal_2023",
      "dimension": "band",
      "group": "D7",
      "rows": 3305,
      "observed": 6526.0,
      "baseExpected": 7476.901892991115,
      "expected": 6887.725402385724,
      "baseDeviance": 6279.649685426991,
      "featureDeviance": 5985.252634304873,
      "gain": 0.04688112647514664,
      "oe": 0.9474826040160614
    },
    {
      "feature": "three_plus_car",
      "form": "categorical",
      "scenario": "benchmark",
      "sample": "temporal_2023",
      "dimension": "band",
      "group": "D8",
      "rows": 3273,
      "observed": 6717.0,
      "baseExpected": 8116.136952143552,
      "expected": 7031.503210620069,
      "baseDeviance": 6384.489215573072,
      "featureDeviance": 5882.548418908508,
      "gain": 0.07861878683109491,
      "oe": 0.9552722652326949
    },
    {
      "feature": "three_plus_car",
      "form": "categorical",
      "scenario": "benchmark",
      "sample": "temporal_2023",
      "dimension": "band",
      "group": "D9",
      "rows": 3265,
      "observed": 8968.0,
      "baseExpected": 10531.633627882511,
      "expected": 9484.265035954904,
      "baseDeviance": 7130.051543226892,
      "featureDeviance": 6600.93004772004,
      "gain": 0.07421005196091246,
      "oe": 0.9455661525697837
    },
    {
      "feature": "three_plus_car",
      "form": "categorical",
      "scenario": "benchmark",
      "sample": "temporal_2023",
      "dimension": "band",
      "group": "D10",
      "rows": 3191,
      "observed": 13222.0,
      "baseExpected": 15188.325633209106,
      "expected": 14050.575218049376,
      "baseDeviance": 8320.736257981143,
      "featureDeviance": 7775.092004227917,
      "gain": 0.06557643901161414,
      "oe": 0.9410290891873958
    },
    {
      "feature": "three_plus_car",
      "form": "categorical",
      "scenario": "benchmark",
      "sample": "diagnostic_2024",
      "dimension": "year",
      "group": "2024",
      "rows": 34844,
      "observed": 92494.0,
      "baseExpected": 98847.55877588826,
      "expected": 98772.70584026264,
      "baseDeviance": 73564.52719010701,
      "featureDeviance": 70313.01293072684,
      "gain": 0.044199485588720444,
      "oe": 0.936432784878682
    },
    {
      "feature": "three_plus_car",
      "form": "categorical",
      "scenario": "benchmark",
      "sample": "diagnostic_2024",
      "dimension": "region",
      "group": "East Midlands",
      "rows": 2847,
      "observed": 7723.0,
      "baseExpected": 7725.395537454914,
      "expected": 7730.598934307552,
      "baseDeviance": 6229.002253749507,
      "featureDeviance": 5807.657650834716,
      "gain": 0.06764239050662813,
      "oe": 0.9990170316204313
    },
    {
      "feature": "three_plus_car",
      "form": "categorical",
      "scenario": "benchmark",
      "sample": "diagnostic_2024",
      "dimension": "region",
      "group": "East of England",
      "rows": 3758,
      "observed": 9589.0,
      "baseExpected": 9721.79506873768,
      "expected": 9732.825432282883,
      "baseDeviance": 7502.302034733395,
      "featureDeviance": 7190.556540673164,
      "gain": 0.041553311585823094,
      "oe": 0.9852226433851543
    },
    {
      "feature": "three_plus_car",
      "form": "categorical",
      "scenario": "benchmark",
      "sample": "diagnostic_2024",
      "dimension": "region",
      "group": "London",
      "rows": 4992,
      "observed": 20028.0,
      "baseExpected": 22232.659513427083,
      "expected": 22236.289497423648,
      "baseDeviance": 13970.618858034079,
      "featureDeviance": 13464.313919558053,
      "gain": 0.03624069510599126,
      "oe": 0.9006898386675751
    },
    {
      "feature": "three_plus_car",
      "form": "categorical",
      "scenario": "benchmark",
      "sample": "diagnostic_2024",
      "dimension": "region",
      "group": "North East",
      "rows": 1682,
      "observed": 2848.0,
      "baseExpected": 3155.663594108255,
      "expected": 3155.71976834438,
      "baseDeviance": 2813.432067361829,
      "featureDeviance": 2718.9447267043624,
      "gain": 0.03358436898249617,
      "oe": 0.9024882464434342
    },
    {
      "feature": "three_plus_car",
      "form": "categorical",
      "scenario": "benchmark",
      "sample": "diagnostic_2024",
      "dimension": "region",
      "group": "North West",
      "rows": 4567,
      "observed": 9491.0,
      "baseExpected": 9977.708033976964,
      "expected": 9982.747614915355,
      "baseDeviance": 8313.724095499445,
      "featureDeviance": 8057.2133868886185,
      "gain": 0.030853887579657124,
      "oe": 0.9507402536972257
    },
    {
      "feature": "three_plus_car",
      "form": "categorical",
      "scenario": "benchmark",
      "sample": "diagnostic_2024",
      "dimension": "region",
      "group": "South East",
      "rows": 5237,
      "observed": 14444.0,
      "baseExpected": 15860.287220475113,
      "expected": 15860.281551508406,
      "baseDeviance": 11496.35565612281,
      "featureDeviance": 10946.6729705225,
      "gain": 0.04781364651915199,
      "oe": 0.9107026223394055
    },
    {
      "feature": "three_plus_car",
      "form": "categorical",
      "scenario": "benchmark",
      "sample": "diagnostic_2024",
      "dimension": "region",
      "group": "South West",
      "rows": 3407,
      "observed": 8856.0,
      "baseExpected": 9584.227365418928,
      "expected": 9474.054621981588,
      "baseDeviance": 6259.96674049389,
      "featureDeviance": 5958.651381541213,
      "gain": 0.04813369965746883,
      "oe": 0.9347634516960052
    },
    {
      "feature": "three_plus_car",
      "form": "categorical",
      "scenario": "benchmark",
      "sample": "diagnostic_2024",
      "dimension": "region",
      "group": "Wales",
      "rows": 1916,
      "observed": 2878.0,
      "baseExpected": 3235.0726079024716,
      "expected": 3234.642058026435,
      "baseDeviance": 3725.3811659202515,
      "featureDeviance": 3594.831746891975,
      "gain": 0.035043238051059356,
      "oe": 0.8897429602321951
    },
    {
      "feature": "three_plus_car",
      "form": "categorical",
      "scenario": "benchmark",
      "sample": "diagnostic_2024",
      "dimension": "region",
      "group": "West Midlands",
      "rows": 3574,
      "observed": 8596.0,
      "baseExpected": 8951.314403528482,
      "expected": 8958.23258412506,
      "baseDeviance": 7359.243276290821,
      "featureDeviance": 6954.028251621079,
      "gain": 0.055062050465870316,
      "oe": 0.959564280038121
    },
    {
      "feature": "three_plus_car",
      "form": "categorical",
      "scenario": "benchmark",
      "sample": "diagnostic_2024",
      "dimension": "region",
      "group": "Yorkshire and The Humber",
      "rows": 2864,
      "observed": 8041.0,
      "baseExpected": 8403.435430858364,
      "expected": 8407.313777347325,
      "baseDeviance": 5894.50104190098,
      "featureDeviance": 5620.142355491163,
      "gain": 0.04654485332338443,
      "oe": 0.956429153585974
    },
    {
      "feature": "three_plus_car",
      "form": "categorical",
      "scenario": "benchmark",
      "sample": "diagnostic_2024",
      "dimension": "urbanRural",
      "group": "Rural",
      "rows": 6000,
      "observed": 20598.0,
      "baseExpected": 21353.767002565757,
      "expected": 21358.66044111178,
      "baseDeviance": 14016.217973126666,
      "featureDeviance": 13592.443762531695,
      "gain": 0.030234561948699334,
      "oe": 0.9643863226718264
    },
    {
      "feature": "three_plus_car",
      "form": "categorical",
      "scenario": "benchmark",
      "sample": "diagnostic_2024",
      "dimension": "urbanRural",
      "group": "Urban",
      "rows": 28844,
      "observed": 71896.0,
      "baseExpected": 77493.7917733225,
      "expected": 77414.04539915085,
      "baseDeviance": 59548.30921698034,
      "featureDeviance": 56720.56916819515,
      "gain": 0.04748648762606433,
      "oe": 0.9287203585512225
    },
    {
      "feature": "three_plus_car",
      "form": "categorical",
      "scenario": "benchmark",
      "sample": "diagnostic_2024",
      "dimension": "betterObserved",
      "group": "False",
      "rows": 34412,
      "observed": 91098.0,
      "baseExpected": 97380.68202944066,
      "expected": 97293.5069077501,
      "baseDeviance": 72668.4189822871,
      "featureDeviance": 69452.56892046897,
      "gain": 0.04425375021028033,
      "oe": 0.9363214760711172
    },
    {
      "feature": "three_plus_car",
      "form": "categorical",
      "scenario": "benchmark",
      "sample": "diagnostic_2024",
      "dimension": "betterObserved",
      "group": "True",
      "rows": 432,
      "observed": 1396.0,
      "baseExpected": 1466.8767464475823,
      "expected": 1479.1989325125464,
      "baseDeviance": 896.1082078199147,
      "featureDeviance": 860.4440102578793,
      "gain": 0.03979898549171934,
      "oe": 0.9437540612801647
    },
    {
      "feature": "three_plus_car",
      "form": "categorical",
      "scenario": "benchmark",
      "sample": "diagnostic_2024",
      "dimension": "band",
      "group": "D1",
      "rows": 3523,
      "observed": 15848.0,
      "baseExpected": 15280.953227370997,
      "expected": 17820.09550809083,
      "baseDeviance": 9674.399580671896,
      "featureDeviance": 9424.719111029532,
      "gain": 0.02580836852564894,
      "oe": 0.8893330562007682
    },
    {
      "feature": "three_plus_car",
      "form": "categorical",
      "scenario": "benchmark",
      "sample": "diagnostic_2024",
      "dimension": "band",
      "group": "D2",
      "rows": 3498,
      "observed": 10703.0,
      "baseExpected": 10044.389835334227,
      "expected": 11350.734954879168,
      "baseDeviance": 7859.95446545147,
      "featureDeviance": 7643.223382889175,
      "gain": 0.02757408882137158,
      "oe": 0.942934536181665
    },
    {
      "feature": "three_plus_car",
      "form": "categorical",
      "scenario": "benchmark",
      "sample": "diagnostic_2024",
      "dimension": "band",
      "group": "D3",
      "rows": 3465,
      "observed": 8681.0,
      "baseExpected": 8387.80891295573,
      "expected": 9095.476897683311,
      "baseDeviance": 7022.12497055227,
      "featureDeviance": 6900.859836761418,
      "gain": 0.01726900821323818,
      "oe": 0.9544304380797359
    },
    {
      "feature": "three_plus_car",
      "form": "categorical",
      "scenario": "benchmark",
      "sample": "diagnostic_2024",
      "dimension": "band",
      "group": "D4",
      "rows": 3472,
      "observed": 7606.0,
      "baseExpected": 7895.955472819823,
      "expected": 8073.240225895842,
      "baseDeviance": 6564.319129634194,
      "featureDeviance": 6410.1366226331875,
      "gain": 0.023487966376430358,
      "oe": 0.9421248206640606
    },
    {
      "feature": "three_plus_car",
      "form": "categorical",
      "scenario": "benchmark",
      "sample": "diagnostic_2024",
      "dimension": "band",
      "group": "D5",
      "rows": 3488,
      "observed": 6794.0,
      "baseExpected": 7555.893810044872,
      "expected": 7272.689097388493,
      "baseDeviance": 6383.928672604544,
      "featureDeviance": 6271.764951241405,
      "gain": 0.01756970152947812,
      "oe": 0.9341799036122165
    },
    {
      "feature": "three_plus_car",
      "form": "categorical",
      "scenario": "benchmark",
      "sample": "diagnostic_2024",
      "dimension": "band",
      "group": "D6",
      "rows": 3471,
      "observed": 6269.0,
      "baseExpected": 7336.786824110921,
      "expected": 6611.808379171742,
      "baseDeviance": 6241.053970207114,
      "featureDeviance": 5932.401521287596,
      "gain": 0.04945518022964235,
      "oe": 0.9481521000742182
    },
    {
      "feature": "three_plus_car",
      "form": "categorical",
      "scenario": "benchmark",
      "sample": "diagnostic_2024",
      "dimension": "band",
      "group": "D7",
      "rows": 3500,
      "observed": 6345.0,
      "baseExpected": 7722.673167235351,
      "expected": 7109.3128935710865,
      "baseDeviance": 6560.628929596447,
      "featureDeviance": 6183.038132882355,
      "gain": 0.057554054766105756,
      "oe": 0.892491313153167
    },
    {
      "feature": "three_plus_car",
      "form": "categorical",
      "scenario": "benchmark",
      "sample": "diagnostic_2024",
      "dimension": "band",
      "group": "D8",
      "rows": 3493,
      "observed": 7001.0,
      "baseExpected": 8330.341814904103,
      "expected": 7250.445465712853,
      "baseDeviance": 6741.554426489508,
      "featureDeviance": 6201.185799936302,
      "gain": 0.08015490083858734,
      "oe": 0.96559584278063
    },
    {
      "feature": "three_plus_car",
      "form": "categorical",
      "scenario": "benchmark",
      "sample": "diagnostic_2024",
      "dimension": "band",
      "group": "D9",
      "rows": 3495,
      "observed": 9252.0,
      "baseExpected": 10632.135103626151,
      "expected": 9589.774582316135,
      "baseDeviance": 7844.97399399943,
      "featureDeviance": 7178.02766650003,
      "gain": 0.08501574740840978,
      "oe": 0.9647776306505679
    },
    {
      "feature": "three_plus_car",
      "form": "categorical",
      "scenario": "benchmark",
      "sample": "diagnostic_2024",
      "dimension": "band",
      "group": "D10",
      "rows": 3439,
      "observed": 13995.0,
      "baseExpected": 15660.620607486082,
      "expected": 14599.127835553167,
      "baseDeviance": 8671.589050900138,
      "featureDeviance": 8167.655905565851,
      "gain": 0.05811312579232264,
      "oe": 0.9586189091322334
    },
    {
      "feature": "three_plus_car",
      "form": "categorical",
      "scenario": "benchmark",
      "sample": "diagnostic_2025",
      "dimension": "year",
      "group": "2025",
      "rows": 34843,
      "observed": 92791.0,
      "baseExpected": 100248.78404676483,
      "expected": 100160.58635713217,
      "baseDeviance": 73149.12509223106,
      "featureDeviance": 69823.25827308395,
      "gain": 0.04546693914593847,
      "oe": 0.9264222921893128
    },
    {
      "feature": "three_plus_car",
      "form": "categorical",
      "scenario": "benchmark",
      "sample": "diagnostic_2025",
      "dimension": "region",
      "group": "East Midlands",
      "rows": 2847,
      "observed": 7956.0,
      "baseExpected": 7837.432697049184,
      "expected": 7847.977697100467,
      "baseDeviance": 6165.000965113714,
      "featureDeviance": 5731.767860637938,
      "gain": 0.07027299864628411,
      "oe": 1.0137643488639683
    },
    {
      "feature": "three_plus_car",
      "form": "categorical",
      "scenario": "benchmark",
      "sample": "diagnostic_2025",
      "dimension": "region",
      "group": "East of England",
      "rows": 3758,
      "observed": 9709.0,
      "baseExpected": 9984.269692976137,
      "expected": 9988.78485444965,
      "baseDeviance": 7599.368151506781,
      "featureDeviance": 7164.486005396524,
      "gain": 0.05722609267509038,
      "oe": 0.9719901010456726
    },
    {
      "feature": "three_plus_car",
      "form": "categorical",
      "scenario": "benchmark",
      "sample": "diagnostic_2025",
      "dimension": "region",
      "group": "London",
      "rows": 4992,
      "observed": 19860.0,
      "baseExpected": 22340.67139931229,
      "expected": 22333.238727820244,
      "baseDeviance": 13354.257096891415,
      "featureDeviance": 12909.41900255282,
      "gain": 0.033310583367617164,
      "oe": 0.8892574982982938
    },
    {
      "feature": "three_plus_car",
      "form": "categorical",
      "scenario": "benchmark",
      "sample": "diagnostic_2025",
      "dimension": "region",
      "group": "North East",
      "rows": 1682,
      "observed": 2764.0,
      "baseExpected": 3249.027340110273,
      "expected": 3247.7382160889256,
      "baseDeviance": 2827.406150587646,
      "featureDeviance": 2743.8198601112085,
      "gain": 0.02956288768738269,
      "oe": 0.8510538153313769
    },
    {
      "feature": "three_plus_car",
      "form": "categorical",
      "scenario": "benchmark",
      "sample": "diagnostic_2025",
      "dimension": "region",
      "group": "North West",
      "rows": 4567,
      "observed": 9449.0,
      "baseExpected": 10145.201295843832,
      "expected": 10151.114487921099,
      "baseDeviance": 8106.903625411727,
      "featureDeviance": 7890.441939822146,
      "gain": 0.026700907719078404,
      "oe": 0.9308337534015058
    },
    {
      "feature": "three_plus_car",
      "form": "categorical",
      "scenario": "benchmark",
      "sample": "diagnostic_2025",
      "dimension": "region",
      "group": "South East",
      "rows": 5237,
      "observed": 14543.0,
      "baseExpected": 16095.05127226237,
      "expected": 16098.2207122717,
      "baseDeviance": 11456.300519098528,
      "featureDeviance": 10907.166606876235,
      "gain": 0.047932917900228245,
      "oe": 0.9033917635949572
    },
    {
      "feature": "three_plus_car",
      "form": "categorical",
      "scenario": "benchmark",
      "sample": "diagnostic_2025",
      "dimension": "region",
      "group": "South West",
      "rows": 3406,
      "observed": 8809.0,
      "baseExpected": 9732.661295447084,
      "expected": 9614.875646512231,
      "baseDeviance": 6524.346832896719,
      "featureDeviance": 6192.75250944837,
      "gain": 0.050824141012308255,
      "oe": 0.9161844961765511
    },
    {
      "feature": "three_plus_car",
      "form": "categorical",
      "scenario": "benchmark",
      "sample": "diagnostic_2025",
      "dimension": "region",
      "group": "Wales",
      "rows": 1916,
      "observed": 2951.0,
      "baseExpected": 3307.253404271201,
      "expected": 3306.839046532921,
      "baseDeviance": 3920.0542778338954,
      "featureDeviance": 3748.241389173075,
      "gain": 0.04382921165973219,
      "oe": 0.8923929947827357
    },
    {
      "feature": "three_plus_car",
      "form": "categorical",
      "scenario": "benchmark",
      "sample": "diagnostic_2025",
      "dimension": "region",
      "group": "West Midlands",
      "rows": 3574,
      "observed": 8774.0,
      "baseExpected": 9008.166662714577,
      "expected": 9023.36553018879,
      "baseDeviance": 7235.898966811143,
      "featureDeviance": 6849.096250254357,
      "gain": 0.05345606929158786,
      "oe": 0.9723644654143172
    },
    {
      "feature": "three_plus_car",
      "form": "categorical",
      "scenario": "benchmark",
      "sample": "diagnostic_2025",
      "dimension": "region",
      "group": "Yorkshire and The Humber",
      "rows": 2864,
      "observed": 7976.0,
      "baseExpected": 8549.0489867779,
      "expected": 8548.431438246142,
      "baseDeviance": 5959.588506079483,
      "featureDeviance": 5686.066848811283,
      "gain": 0.04589606429859627,
      "oe": 0.9330366696649104
    },
    {
      "feature": "three_plus_car",
      "form": "categorical",
      "scenario": "benchmark",
      "sample": "diagnostic_2025",
      "dimension": "urbanRural",
      "group": "Rural",
      "rows": 5999,
      "observed": 20915.0,
      "baseExpected": 21825.973290456146,
      "expected": 21827.64353247425,
      "baseDeviance": 13875.92813529358,
      "featureDeviance": 13441.74373407495,
      "gain": 0.03129047635482318,
      "oe": 0.9581886367570345
    },
    {
      "feature": "three_plus_car",
      "form": "categorical",
      "scenario": "benchmark",
      "sample": "diagnostic_2025",
      "dimension": "urbanRural",
      "group": "Urban",
      "rows": 28844,
      "observed": 71876.0,
      "baseExpected": 78422.8107563087,
      "expected": 78332.94282465792,
      "baseDeviance": 59273.19695693748,
      "featureDeviance": 56381.514539009004,
      "gain": 0.048785666479729595,
      "oe": 0.917570531735144
    },
    {
      "feature": "three_plus_car",
      "form": "categorical",
      "scenario": "benchmark",
      "sample": "diagnostic_2025",
      "dimension": "betterObserved",
      "group": "False",
      "rows": 34462,
      "observed": 91626.0,
      "baseExpected": 98939.29506374158,
      "expected": 98846.58329182454,
      "baseDeviance": 72469.14530638263,
      "featureDeviance": 69199.84187589094,
      "gain": 0.045113039717383785,
      "oe": 0.9269516148018264
    },
    {
      "feature": "three_plus_car",
      "form": "categorical",
      "scenario": "benchmark",
      "sample": "diagnostic_2025",
      "dimension": "betterObserved",
      "group": "True",
      "rows": 381,
      "observed": 1165.0,
      "baseExpected": 1309.4889830232694,
      "expected": 1314.0030653076328,
      "baseDeviance": 679.979785848423,
      "featureDeviance": 623.4163971930143,
      "gain": 0.08318392668810526,
      "oe": 0.8866037155912202
    },
    {
      "feature": "three_plus_car",
      "form": "categorical",
      "scenario": "benchmark",
      "sample": "diagnostic_2025",
      "dimension": "band",
      "group": "D1",
      "rows": 3523,
      "observed": 15948.0,
      "baseExpected": 15243.365562169463,
      "expected": 17792.602335618656,
      "baseDeviance": 9276.630801314906,
      "featureDeviance": 8995.639265661903,
      "gain": 0.03029025749447467,
      "oe": 0.8963275691310212
    },
    {
      "feature": "three_plus_car",
      "form": "categorical",
      "scenario": "benchmark",
      "sample": "diagnostic_2025",
      "dimension": "band",
      "group": "D2",
      "rows": 3498,
      "observed": 10713.0,
      "baseExpected": 10201.474979094593,
      "expected": 11534.738873775073,
      "baseDeviance": 7670.224520428976,
      "featureDeviance": 7486.5029001233,
      "gain": 0.023952573984809655,
      "oe": 0.9287596465973454
    },
    {
      "feature": "three_plus_car",
      "form": "categorical",
      "scenario": "benchmark",
      "sample": "diagnostic_2025",
      "dimension": "band",
      "group": "D3",
      "rows": 3464,
      "observed": 8411.0,
      "baseExpected": 8478.844758027668,
      "expected": 9196.860024895335,
      "baseDeviance": 6928.169832352562,
      "featureDeviance": 6811.31536510916,
      "gain": 0.01686657083631593,
      "oe": 0.9145512682841687
    },
    {
      "feature": "three_plus_car",
      "form": "categorical",
      "scenario": "benchmark",
      "sample": "diagnostic_2025",
      "dimension": "band",
      "group": "D4",
      "rows": 3472,
      "observed": 7414.0,
      "baseExpected": 8032.994646274191,
      "expected": 8215.70104659535,
      "baseDeviance": 6450.77885385868,
      "featureDeviance": 6329.613699516483,
      "gain": 0.01878302714868596,
      "oe": 0.9024184251534346
    },
    {
      "feature": "three_plus_car",
      "form": "categorical",
      "scenario": "benchmark",
      "sample": "diagnostic_2025",
      "dimension": "band",
      "group": "D5",
      "rows": 3488,
      "observed": 6940.0,
      "baseExpected": 7685.1673709263305,
      "expected": 7397.716265140105,
      "baseDeviance": 6341.788173843334,
      "featureDeviance": 6211.184538536481,
      "gain": 0.020594133977152818,
      "oe": 0.938127355965654
    },
    {
      "feature": "three_plus_car",
      "form": "categorical",
      "scenario": "benchmark",
      "sample": "diagnostic_2025",
      "dimension": "band",
      "group": "D6",
      "rows": 3471,
      "observed": 6138.0,
      "baseExpected": 7459.265640327403,
      "expected": 6725.466139377589,
      "baseDeviance": 6543.754659771943,
      "featureDeviance": 6182.977842928957,
      "gain": 0.055132998653033116,
      "oe": 0.9126504948202808
    },
    {
      "feature": "three_plus_car",
      "form": "categorical",
      "scenario": "benchmark",
      "sample": "diagnostic_2025",
      "dimension": "band",
      "group": "D7",
      "rows": 3500,
      "observed": 6620.0,
      "baseExpected": 7865.835908367092,
      "expected": 7243.212613534275,
      "baseDeviance": 6891.810982392801,
      "featureDeviance": 6506.364395768687,
      "gain": 0.05592820052796754,
      "oe": 0.9139590887654224
    },
    {
      "feature": "three_plus_car",
      "form": "categorical",
      "scenario": "benchmark",
      "sample": "diagnostic_2025",
      "dimension": "band",
      "group": "D8",
      "rows": 3493,
      "observed": 6832.0,
      "baseExpected": 8484.911571338851,
      "expected": 7388.331050895997,
      "baseDeviance": 6819.459569941307,
      "featureDeviance": 6173.615772384573,
      "gain": 0.09470600872882551,
      "oe": 0.924701391009201
    },
    {
      "feature": "three_plus_car",
      "form": "categorical",
      "scenario": "benchmark",
      "sample": "diagnostic_2025",
      "dimension": "band",
      "group": "D9",
      "rows": 3495,
      "observed": 9316.0,
      "baseExpected": 10815.895955403887,
      "expected": 9769.289318709123,
      "baseDeviance": 7597.119748397583,
      "featureDeviance": 6930.064183604392,
      "gain": 0.08780374495661847,
      "oe": 0.9536005840423796
    },
    {
      "feature": "three_plus_car",
      "form": "categorical",
      "scenario": "benchmark",
      "sample": "diagnostic_2025",
      "dimension": "band",
      "group": "D10",
      "rows": 3439,
      "observed": 14459.0,
      "baseExpected": 15981.027654835365,
      "expected": 14896.66868859067,
      "baseDeviance": 8629.387949928958,
      "featureDeviance": 8195.980309450018,
      "gain": 0.050224609554436306,
      "oe": 0.9706196937221354
    },
    {
      "feature": "three_plus_car",
      "form": "categorical",
      "scenario": "length",
      "sample": "temporal_2023",
      "dimension": "year",
      "group": "2023",
      "rows": 33108,
      "observed": 92703.0,
      "baseExpected": 97140.95635029627,
      "expected": 97014.41453989997,
      "baseDeviance": 73771.73481377443,
      "featureDeviance": 70701.77138815461,
      "gain": 0.041614358580145616,
      "oe": 0.9555590315073563
    },
    {
      "feature": "three_plus_car",
      "form": "categorical",
      "scenario": "length",
      "sample": "temporal_2023",
      "dimension": "region",
      "group": "East Midlands",
      "rows": 2847,
      "observed": 7798.0,
      "baseExpected": 7860.6023932113385,
      "expected": 7839.863697798426,
      "baseDeviance": 6435.90175028586,
      "featureDeviance": 6036.83919722646,
      "gain": 0.062005693769590975,
      "oe": 0.9946601497918667
    },
    {
      "feature": "three_plus_car",
      "form": "categorical",
      "scenario": "length",
      "sample": "temporal_2023",
      "dimension": "region",
      "group": "East of England",
      "rows": 3758,
      "observed": 9557.0,
      "baseExpected": 10326.534862802288,
      "expected": 10289.948964822739,
      "baseDeviance": 7960.318523713979,
      "featureDeviance": 7641.480641561673,
      "gain": 0.04005340756183062,
      "oe": 0.9287703984413915
    },
    {
      "feature": "three_plus_car",
      "form": "categorical",
      "scenario": "length",
      "sample": "temporal_2023",
      "dimension": "region",
      "group": "London",
      "rows": 4992,
      "observed": 22068.0,
      "baseExpected": 22711.671875341963,
      "expected": 22732.7115855923,
      "baseDeviance": 15368.053686248877,
      "featureDeviance": 14750.430158438463,
      "gain": 0.04018879296101463,
      "oe": 0.9707596877262286
    },
    {
      "feature": "three_plus_car",
      "form": "categorical",
      "scenario": "length",
      "sample": "temporal_2023",
      "dimension": "region",
      "group": "North East",
      "rows": 1682,
      "observed": 3016.0,
      "baseExpected": 3211.2853905765587,
      "expected": 3211.264917105593,
      "baseDeviance": 2915.14973903604,
      "featureDeviance": 2807.6975408753806,
      "gain": 0.036859924113603504,
      "oe": 0.9391937687652406
    },
    {
      "feature": "three_plus_car",
      "form": "categorical",
      "scenario": "length",
      "sample": "temporal_2023",
      "dimension": "region",
      "group": "North West",
      "rows": 4567,
      "observed": 9632.0,
      "baseExpected": 10455.130755052982,
      "expected": 10445.89794617492,
      "baseDeviance": 8693.2650482505,
      "featureDeviance": 8501.429037305545,
      "gain": 0.022067199134065518,
      "oe": 0.9220844440211142
    },
    {
      "feature": "three_plus_car",
      "form": "categorical",
      "scenario": "length",
      "sample": "temporal_2023",
      "dimension": "region",
      "group": "South East",
      "rows": 5237,
      "observed": 15452.0,
      "baseExpected": 16569.709308029174,
      "expected": 16534.195647385044,
      "baseDeviance": 11989.078005486617,
      "featureDeviance": 11403.692847998664,
      "gain": 0.04882653672117754,
      "oe": 0.9345480318205743
    },
    {
      "feature": "three_plus_car",
      "form": "categorical",
      "scenario": "length",
      "sample": "temporal_2023",
      "dimension": "region",
      "group": "South West",
      "rows": 2368,
      "observed": 6535.0,
      "baseExpected": 6644.083526062791,
      "expected": 6631.561902006614,
      "baseDeviance": 4619.78566022176,
      "featureDeviance": 4545.971211236767,
      "gain": 0.01597789473666833,
      "oe": 0.9854390408423397
    },
    {
      "feature": "three_plus_car",
      "form": "categorical",
      "scenario": "length",
      "sample": "temporal_2023",
      "dimension": "region",
      "group": "Wales",
      "rows": 1916,
      "observed": 3197.0,
      "baseExpected": 3326.6456448705776,
      "expected": 3326.5208257492363,
      "baseDeviance": 4001.14300526883,
      "featureDeviance": 3827.8166288751154,
      "gain": 0.043319215575517545,
      "oe": 0.9610641770985864
    },
    {
      "feature": "three_plus_car",
      "form": "categorical",
      "scenario": "length",
      "sample": "temporal_2023",
      "dimension": "region",
      "group": "West Midlands",
      "rows": 2877,
      "observed": 6971.0,
      "baseExpected": 7534.077757679059,
      "expected": 7518.485322220165,
      "baseDeviance": 5925.618963531844,
      "featureDeviance": 5567.540133655825,
      "gain": 0.06042893275449379,
      "oe": 0.927181433658968
    },
    {
      "feature": "three_plus_car",
      "form": "categorical",
      "scenario": "length",
      "sample": "temporal_2023",
      "dimension": "region",
      "group": "Yorkshire and The Humber",
      "rows": 2864,
      "observed": 8477.0,
      "baseExpected": 8501.21483666953,
      "expected": 8483.963731044927,
      "baseDeviance": 5863.4204317301255,
      "featureDeviance": 5618.873990980708,
      "gain": 0.0417071304363652,
      "oe": 0.9991791889657137
    },
    {
      "feature": "three_plus_car",
      "form": "categorical",
      "scenario": "length",
      "sample": "temporal_2023",
      "dimension": "urbanRural",
      "group": "Rural",
      "rows": 5651,
      "observed": 19641.0,
      "baseExpected": 20572.115116907436,
      "expected": 20505.4598258638,
      "baseDeviance": 12762.321616044128,
      "featureDeviance": 12355.058745933176,
      "gain": 0.031911346725423506,
      "oe": 0.9578424559505149
    },
    {
      "feature": "three_plus_car",
      "form": "categorical",
      "scenario": "length",
      "sample": "temporal_2023",
      "dimension": "urbanRural",
      "group": "Urban",
      "rows": 27457,
      "observed": 73062.0,
      "baseExpected": 76568.84123338881,
      "expected": 76508.95471403617,
      "baseDeviance": 61009.413197730304,
      "featureDeviance": 58346.71264222142,
      "gain": 0.04364409385284729,
      "oe": 0.9549470421218054
    },
    {
      "feature": "three_plus_car",
      "form": "categorical",
      "scenario": "length",
      "sample": "temporal_2023",
      "dimension": "betterObserved",
      "group": "False",
      "rows": 32750,
      "observed": 91351.0,
      "baseExpected": 95739.36927412407,
      "expected": 95574.14495902808,
      "baseDeviance": 72847.61817416525,
      "featureDeviance": 69809.04984438361,
      "gain": 0.04171129277716379,
      "oe": 0.9558128931120596
    },
    {
      "feature": "three_plus_car",
      "form": "categorical",
      "scenario": "length",
      "sample": "temporal_2023",
      "dimension": "betterObserved",
      "group": "True",
      "rows": 358,
      "observed": 1352.0,
      "baseExpected": 1401.5870761721915,
      "expected": 1440.2695808718884,
      "baseDeviance": 924.1166396091651,
      "featureDeviance": 892.7215437709988,
      "gain": 0.03397308791176423,
      "oe": 0.9387131533955935
    },
    {
      "feature": "three_plus_car",
      "form": "categorical",
      "scenario": "length",
      "sample": "temporal_2023",
      "dimension": "band",
      "group": "D1",
      "rows": 3481,
      "observed": 17362.0,
      "baseExpected": 15533.893467604688,
      "expected": 18018.86105255824,
      "baseDeviance": 10841.88875486698,
      "featureDeviance": 10395.40787210504,
      "gain": 0.04118109794859448,
      "oe": 0.9635459172118438
    },
    {
      "feature": "three_plus_car",
      "form": "categorical",
      "scenario": "length",
      "sample": "temporal_2023",
      "dimension": "band",
      "group": "D2",
      "rows": 3399,
      "observed": 10888.0,
      "baseExpected": 10017.125540194611,
      "expected": 11219.42367093587,
      "baseDeviance": 8335.907751759707,
      "featureDeviance": 8110.746307267892,
      "gain": 0.027011028816181892,
      "oe": 0.9704598310344202
    },
    {
      "feature": "three_plus_car",
      "form": "categorical",
      "scenario": "length",
      "sample": "temporal_2023",
      "dimension": "band",
      "group": "D3",
      "rows": 3314,
      "observed": 8540.0,
      "baseExpected": 8208.223970432431,
      "expected": 8865.370857344373,
      "baseDeviance": 7128.502708069219,
      "featureDeviance": 7050.360572908677,
      "gain": 0.010961928242250396,
      "oe": 0.9632986749702834
    },
    {
      "feature": "three_plus_car",
      "form": "categorical",
      "scenario": "length",
      "sample": "temporal_2023",
      "dimension": "band",
      "group": "D4",
      "rows": 3291,
      "observed": 7583.0,
      "baseExpected": 7725.729923018708,
      "expected": 7914.563989925366,
      "baseDeviance": 6896.592910521509,
      "featureDeviance": 6759.450302212395,
      "gain": 0.019885559447751056,
      "oe": 0.9581071060455862
    },
    {
      "feature": "three_plus_car",
      "form": "categorical",
      "scenario": "length",
      "sample": "temporal_2023",
      "dimension": "band",
      "group": "D5",
      "rows": 3303,
      "observed": 6706.0,
      "baseExpected": 7371.348727860296,
      "expected": 7224.819934464949,
      "baseDeviance": 6167.246790842981,
      "featureDeviance": 6109.072748856664,
      "gain": 0.009432741052732507,
      "oe": 0.9281892228220119
    },
    {
      "feature": "three_plus_car",
      "form": "categorical",
      "scenario": "length",
      "sample": "temporal_2023",
      "dimension": "band",
      "group": "D6",
      "rows": 3286,
      "observed": 6191.0,
      "baseExpected": 7135.699398799972,
      "expected": 6443.636127718112,
      "baseDeviance": 6230.596660919536,
      "featureDeviance": 5931.944810686124,
      "gain": 0.04793310600679068,
      "oe": 0.9607929245676419
    },
    {
      "feature": "three_plus_car",
      "form": "categorical",
      "scenario": "length",
      "sample": "temporal_2023",
      "dimension": "band",
      "group": "D7",
      "rows": 3305,
      "observed": 6526.0,
      "baseExpected": 7397.56863348508,
      "expected": 6880.6267941536325,
      "baseDeviance": 6403.261416615903,
      "featureDeviance": 6110.855376132718,
      "gain": 0.04566517302017625,
      "oe": 0.9484601033070194
    },
    {
      "feature": "three_plus_car",
      "form": "categorical",
      "scenario": "length",
      "sample": "temporal_2023",
      "dimension": "band",
      "group": "D8",
      "rows": 3273,
      "observed": 6717.0,
      "baseExpected": 8020.46495907905,
      "expected": 7018.111926000398,
      "baseDeviance": 6477.48240308434,
      "featureDeviance": 5984.084012846311,
      "gain": 0.07617132082104772,
      "oe": 0.9570950236793957
    },
    {
      "feature": "three_plus_car",
      "form": "categorical",
      "scenario": "length",
      "sample": "temporal_2023",
      "dimension": "band",
      "group": "D9",
      "rows": 3265,
      "observed": 8968.0,
      "baseExpected": 10393.874963413975,
      "expected": 9454.548705372546,
      "baseDeviance": 7117.348440061471,
      "featureDeviance": 6616.71152242655,
      "gain": 0.0703403692893525,
      "oe": 0.9485381353954986
    },
    {
      "feature": "three_plus_car",
      "form": "categorical",
      "scenario": "length",
      "sample": "temporal_2023",
      "dimension": "band",
      "group": "D10",
      "rows": 3191,
      "observed": 13222.0,
      "baseExpected": 15337.026766407453,
      "expected": 13974.451481426482,
      "baseDeviance": 8172.906977032786,
      "featureDeviance": 7633.137862712232,
      "gain": 0.06604371196654923,
      "oe": 0.9461552045583635
    },
    {
      "feature": "three_plus_car",
      "form": "categorical",
      "scenario": "length",
      "sample": "diagnostic_2024",
      "dimension": "year",
      "group": "2024",
      "rows": 34844,
      "observed": 92494.0,
      "baseExpected": 98907.15039662909,
      "expected": 98825.26094528333,
      "baseDeviance": 75184.10117699776,
      "featureDeviance": 71993.87558680287,
      "gain": 0.042432183669849244,
      "oe": 0.9359347915226982
    },
    {
      "feature": "three_plus_car",
      "form": "categorical",
      "scenario": "length",
      "sample": "diagnostic_2024",
      "dimension": "region",
      "group": "East Midlands",
      "rows": 2847,
      "observed": 7723.0,
      "baseExpected": 7729.907620971848,
      "expected": 7735.125122807816,
      "baseDeviance": 6498.049677573425,
      "featureDeviance": 6091.406771133365,
      "gain": 0.06257922401601479,
      "oe": 0.9984324593829692
    },
    {
      "feature": "three_plus_car",
      "form": "categorical",
      "scenario": "length",
      "sample": "diagnostic_2024",
      "dimension": "region",
      "group": "East of England",
      "rows": 3758,
      "observed": 9589.0,
      "baseExpected": 9738.612841029453,
      "expected": 9749.466470424835,
      "baseDeviance": 7699.508083486971,
      "featureDeviance": 7367.584266386135,
      "gain": 0.04310974331109663,
      "oe": 0.9835409998165938
    },
    {
      "feature": "three_plus_car",
      "form": "categorical",
      "scenario": "length",
      "sample": "diagnostic_2024",
      "dimension": "region",
      "group": "London",
      "rows": 4992,
      "observed": 20028.0,
      "baseExpected": 22237.955330768982,
      "expected": 22240.97700678381,
      "baseDeviance": 14117.0440109964,
      "featureDeviance": 13607.99560286688,
      "gain": 0.036059135873841575,
      "oe": 0.9005000092348092
    },
    {
      "feature": "three_plus_car",
      "form": "categorical",
      "scenario": "length",
      "sample": "diagnostic_2024",
      "dimension": "region",
      "group": "North East",
      "rows": 1682,
      "observed": 2848.0,
      "baseExpected": 3157.378712379224,
      "expected": 3157.673560319152,
      "baseDeviance": 2858.596952525725,
      "featureDeviance": 2767.726016260089,
      "gain": 0.03178864938806658,
      "oe": 0.9019298371400201
    },
    {
      "feature": "three_plus_car",
      "form": "categorical",
      "scenario": "length",
      "sample": "diagnostic_2024",
      "dimension": "region",
      "group": "North West",
      "rows": 4567,
      "observed": 9491.0,
      "baseExpected": 9985.577947752932,
      "expected": 9990.194052050356,
      "baseDeviance": 8535.810585164823,
      "featureDeviance": 8306.958051590731,
      "gain": 0.026810873002715896,
      "oe": 0.9500315960381267
    },
    {
      "feature": "three_plus_car",
      "form": "categorical",
      "scenario": "length",
      "sample": "diagnostic_2024",
      "dimension": "region",
      "group": "South East",
      "rows": 5237,
      "observed": 14444.0,
      "baseExpected": 15859.936474849657,
      "expected": 15858.991465068302,
      "baseDeviance": 11695.912225116677,
      "featureDeviance": 11130.301419410634,
      "gain": 0.04835969993784728,
      "oe": 0.9107767055562755
    },
    {
      "feature": "three_plus_car",
      "form": "categorical",
      "scenario": "length",
      "sample": "diagnostic_2024",
      "dimension": "region",
      "group": "South West",
      "rows": 3407,
      "observed": 8856.0,
      "baseExpected": 9674.229560734402,
      "expected": 9552.595319513784,
      "baseDeviance": 6535.24332945312,
      "featureDeviance": 6233.597760694526,
      "gain": 0.046156746360022094,
      "oe": 0.9270778991243565
    },
    {
      "feature": "three_plus_car",
      "form": "categorical",
      "scenario": "length",
      "sample": "diagnostic_2024",
      "dimension": "region",
      "group": "Wales",
      "rows": 1916,
      "observed": 2878.0,
      "baseExpected": 3236.683632110658,
      "expected": 3236.49603742999,
      "baseDeviance": 3933.377058965719,
      "featureDeviance": 3798.4354483499155,
      "gain": 0.03430680776159456,
      "oe": 0.8892332839947916
    },
    {
      "feature": "three_plus_car",
      "form": "categorical",
      "scenario": "length",
      "sample": "diagnostic_2024",
      "dimension": "region",
      "group": "West Midlands",
      "rows": 3574,
      "observed": 8596.0,
      "baseExpected": 8878.763885589866,
      "expected": 8892.336987992438,
      "baseDeviance": 7412.089164472862,
      "featureDeviance": 7046.069250105721,
      "gain": 0.049381477508598115,
      "oe": 0.9666750159836959
    },
    {
      "feature": "three_plus_car",
      "form": "categorical",
      "scenario": "length",
      "sample": "diagnostic_2024",
      "dimension": "region",
      "group": "Yorkshire and The Humber",
      "rows": 2864,
      "observed": 8041.0,
      "baseExpected": 8408.104390442077,
      "expected": 8411.404922892847,
      "baseDeviance": 5898.470089242044,
      "featureDeviance": 5643.801000004867,
      "gain": 0.04317544810503604,
      "oe": 0.9559639648443583
    },
    {
      "feature": "three_plus_car",
      "form": "categorical",
      "scenario": "length",
      "sample": "diagnostic_2024",
      "dimension": "urbanRural",
      "group": "Rural",
      "rows": 6000,
      "observed": 20598.0,
      "baseExpected": 21377.658614027794,
      "expected": 21372.462884831788,
      "baseDeviance": 13543.818305892672,
      "featureDeviance": 13166.585046979922,
      "gain": 0.027852799734371936,
      "oe": 0.9637635171479731
    },
    {
      "feature": "three_plus_car",
      "form": "categorical",
      "scenario": "length",
      "sample": "diagnostic_2024",
      "dimension": "urbanRural",
      "group": "Urban",
      "rows": 28844,
      "observed": 71896.0,
      "baseExpected": 77529.4917826013,
      "expected": 77452.79806045155,
      "baseDeviance": 61640.2828711051,
      "featureDeviance": 58827.29053982295,
      "gain": 0.04563561684433448,
      "oe": 0.9282556834665354
    },
    {
      "feature": "three_plus_car",
      "form": "categorical",
      "scenario": "length",
      "sample": "diagnostic_2024",
      "dimension": "betterObserved",
      "group": "False",
      "rows": 34412,
      "observed": 91098.0,
      "baseExpected": 97418.7052221887,
      "expected": 97323.51650437061,
      "baseDeviance": 74293.0702794226,
      "featureDeviance": 71138.90319886463,
      "gain": 0.042455737374897384,
      "oe": 0.9360327623993012
    },
    {
      "feature": "three_plus_car",
      "form": "categorical",
      "scenario": "length",
      "sample": "diagnostic_2024",
      "dimension": "betterObserved",
      "group": "True",
      "rows": 432,
      "observed": 1396.0,
      "baseExpected": 1488.4451744403973,
      "expected": 1501.744440912713,
      "baseDeviance": 891.0308975751738,
      "featureDeviance": 854.9723879382307,
      "gain": 0.04046830444945482,
      "oe": 0.9295855952371997
    },
    {
      "feature": "three_plus_car",
      "form": "categorical",
      "scenario": "length",
      "sample": "diagnostic_2024",
      "dimension": "band",
      "group": "D1",
      "rows": 3523,
      "observed": 15848.0,
      "baseExpected": 15362.9728439042,
      "expected": 17834.765790207435,
      "baseDeviance": 9848.074336618909,
      "featureDeviance": 9647.627811023782,
      "gain": 0.02035388023522433,
      "oe": 0.8886015205594507
    },
    {
      "feature": "three_plus_car",
      "form": "categorical",
      "scenario": "length",
      "sample": "diagnostic_2024",
      "dimension": "band",
      "group": "D2",
      "rows": 3498,
      "observed": 10703.0,
      "baseExpected": 10114.394365762626,
      "expected": 11371.763136340676,
      "baseDeviance": 8160.217866160747,
      "featureDeviance": 7955.608267782771,
      "gain": 0.02507403622475113,
      "oe": 0.9411909016814188
    },
    {
      "feature": "three_plus_car",
      "form": "categorical",
      "scenario": "length",
      "sample": "diagnostic_2024",
      "dimension": "band",
      "group": "D3",
      "rows": 3465,
      "observed": 8681.0,
      "baseExpected": 8416.288693555169,
      "expected": 9113.64641330058,
      "baseDeviance": 7332.708310163209,
      "featureDeviance": 7206.2653721696925,
      "gain": 0.01724368850432323,
      "oe": 0.9525276279460251
    },
    {
      "feature": "three_plus_car",
      "form": "categorical",
      "scenario": "length",
      "sample": "diagnostic_2024",
      "dimension": "band",
      "group": "D4",
      "rows": 3472,
      "observed": 7606.0,
      "baseExpected": 7889.283725707379,
      "expected": 8083.31579928992,
      "baseDeviance": 6843.4420321377565,
      "featureDeviance": 6674.734043050991,
      "gain": 0.024652505025174354,
      "oe": 0.9409504946804318
    },
    {
      "feature": "three_plus_car",
      "form": "categorical",
      "scenario": "length",
      "sample": "diagnostic_2024",
      "dimension": "band",
      "group": "D5",
      "rows": 3488,
      "observed": 6794.0,
      "baseExpected": 7512.989099196395,
      "expected": 7274.1993743218245,
      "baseDeviance": 6608.154667987131,
      "featureDeviance": 6487.0720868838725,
      "gain": 0.018323206278726634,
      "oe": 0.9339859481970009
    },
    {
      "feature": "three_plus_car",
      "form": "categorical",
      "scenario": "length",
      "sample": "diagnostic_2024",
      "dimension": "band",
      "group": "D6",
      "rows": 3471,
      "observed": 6269.0,
      "baseExpected": 7295.333975669417,
      "expected": 6600.525812213057,
      "baseDeviance": 6455.694299308284,
      "featureDeviance": 6137.630355597996,
      "gain": 0.04926874306058271,
      "oe": 0.9497728178564759
    },
    {
      "feature": "three_plus_car",
      "form": "categorical",
      "scenario": "length",
      "sample": "diagnostic_2024",
      "dimension": "band",
      "group": "D7",
      "rows": 3500,
      "observed": 6345.0,
      "baseExpected": 7643.037461690799,
      "expected": 7102.594344842257,
      "baseDeviance": 6718.030264679368,
      "featureDeviance": 6348.97830420611,
      "gain": 0.05493454865983283,
      "oe": 0.8933355464130646
    },
    {
      "feature": "three_plus_car",
      "form": "categorical",
      "scenario": "length",
      "sample": "diagnostic_2024",
      "dimension": "band",
      "group": "D8",
      "rows": 3493,
      "observed": 7001.0,
      "baseExpected": 8243.458235088365,
      "expected": 7245.9271918233135,
      "baseDeviance": 6801.0165453916625,
      "featureDeviance": 6264.251340135879,
      "gain": 0.07892426105322337,
      "oe": 0.9661979501947381
    },
    {
      "feature": "three_plus_car",
      "form": "categorical",
      "scenario": "length",
      "sample": "diagnostic_2024",
      "dimension": "band",
      "group": "D9",
      "rows": 3495,
      "observed": 9252.0,
      "baseExpected": 10520.19500000822,
      "expected": 9586.56361604315,
      "baseDeviance": 7872.282591834732,
      "featureDeviance": 7226.734759213929,
      "gain": 0.08200262440913597,
      "oe": 0.9651007775629574
    },
    {
      "feature": "three_plus_car",
      "form": "categorical",
      "scenario": "length",
      "sample": "diagnostic_2024",
      "dimension": "band",
      "group": "D10",
      "rows": 3439,
      "observed": 13995.0,
      "baseExpected": 15909.196996046532,
      "expected": 14611.95946690112,
      "baseDeviance": 8544.48026271597,
      "featureDeviance": 8044.973246737839,
      "gain": 0.05845961376465936,
      "oe": 0.9577770888087493
    },
    {
      "feature": "three_plus_car",
      "form": "categorical",
      "scenario": "length",
      "sample": "diagnostic_2025",
      "dimension": "year",
      "group": "2025",
      "rows": 34843,
      "observed": 92791.0,
      "baseExpected": 100313.28989732909,
      "expected": 100215.24180292197,
      "baseDeviance": 74708.73022951678,
      "featureDeviance": 71461.05372934556,
      "gain": 0.0434711778689566,
      "oe": 0.9259170394706816
    },
    {
      "feature": "three_plus_car",
      "form": "categorical",
      "scenario": "length",
      "sample": "diagnostic_2025",
      "dimension": "region",
      "group": "East Midlands",
      "rows": 2847,
      "observed": 7956.0,
      "baseExpected": 7844.350102253024,
      "expected": 7854.472784100683,
      "baseDeviance": 6389.655746461271,
      "featureDeviance": 5971.730463321387,
      "gain": 0.0654065414042595,
      "oe": 1.0129260382829044
    },
    {
      "feature": "three_plus_car",
      "form": "categorical",
      "scenario": "length",
      "sample": "diagnostic_2025",
      "dimension": "region",
      "group": "East of England",
      "rows": 3758,
      "observed": 9709.0,
      "baseExpected": 9989.634992516721,
      "expected": 9995.302470205648,
      "baseDeviance": 7807.923652781615,
      "featureDeviance": 7356.179595928036,
      "gain": 0.05785713038992668,
      "oe": 0.9713562975148508
    },
    {
      "feature": "three_plus_car",
      "form": "categorical",
      "scenario": "length",
      "sample": "diagnostic_2025",
      "dimension": "region",
      "group": "London",
      "rows": 4992,
      "observed": 19860.0,
      "baseExpected": 22361.279468176202,
      "expected": 22353.524803185344,
      "baseDeviance": 13495.485907701335,
      "featureDeviance": 13048.096135121861,
      "gain": 0.03315106811561086,
      "oe": 0.8884504871093072
    },
    {
      "feature": "three_plus_car",
      "form": "categorical",
      "scenario": "length",
      "sample": "diagnostic_2025",
      "dimension": "region",
      "group": "North East",
      "rows": 1682,
      "observed": 2764.0,
      "baseExpected": 3249.477481565189,
      "expected": 3247.279423511246,
      "baseDeviance": 2878.205596495428,
      "featureDeviance": 2799.3843913398523,
      "gain": 0.027385536756495132,
      "oe": 0.8511740566542679
    },
    {
      "feature": "three_plus_car",
      "form": "categorical",
      "scenario": "length",
      "sample": "diagnostic_2025",
      "dimension": "region",
      "group": "North West",
      "rows": 4567,
      "observed": 9449.0,
      "baseExpected": 10153.779912164715,
      "expected": 10158.175565248188,
      "baseDeviance": 8366.25934619256,
      "featureDeviance": 8174.078087589376,
      "gain": 0.022970989859481872,
      "oe": 0.9301867189936817
    },
    {
      "feature": "three_plus_car",
      "form": "categorical",
      "scenario": "length",
      "sample": "diagnostic_2025",
      "dimension": "region",
      "group": "South East",
      "rows": 5237,
      "observed": 14543.0,
      "baseExpected": 16098.347607103455,
      "expected": 16099.418349123805,
      "baseDeviance": 11659.874819162145,
      "featureDeviance": 11102.95160791514,
      "gain": 0.04776408150898359,
      "oe": 0.903324560218754
    },
    {
      "feature": "three_plus_car",
      "form": "categorical",
      "scenario": "length",
      "sample": "diagnostic_2025",
      "dimension": "region",
      "group": "South West",
      "rows": 3406,
      "observed": 8809.0,
      "baseExpected": 9812.729022658377,
      "expected": 9683.358081825601,
      "baseDeviance": 6813.232871914974,
      "featureDeviance": 6482.594353163886,
      "gain": 0.04852887387924498,
      "oe": 0.9097050760245398
    },
    {
      "feature": "three_plus_car",
      "form": "categorical",
      "scenario": "length",
      "sample": "diagnostic_2025",
      "dimension": "region",
      "group": "Wales",
      "rows": 1916,
      "observed": 2951.0,
      "baseExpected": 3306.3510407904046,
      "expected": 3306.2677080148173,
      "baseDeviance": 4118.279183350354,
      "featureDeviance": 3943.4245708293283,
      "gain": 0.04245817360511628,
      "oe": 0.8925472044645378
    },
    {
      "feature": "three_plus_car",
      "form": "categorical",
      "scenario": "length",
      "sample": "diagnostic_2025",
      "dimension": "region",
      "group": "West Midlands",
      "rows": 3574,
      "observed": 8774.0,
      "baseExpected": 8949.409824024304,
      "expected": 8970.166076662621,
      "baseDeviance": 7229.93777650283,
      "featureDeviance": 6882.340606549094,
      "gain": 0.0480774773862398,
      "oe": 0.9781312770592977
    },
    {
      "feature": "three_plus_car",
      "form": "categorical",
      "scenario": "length",
      "sample": "diagnostic_2025",
      "dimension": "region",
      "group": "Yorkshire and The Humber",
      "rows": 2864,
      "observed": 7976.0,
      "baseExpected": 8547.930446076694,
      "expected": 8547.276541044013,
      "baseDeviance": 5949.875328954268,
      "featureDeviance": 5700.273917587601,
      "gain": 0.04195069603425394,
      "oe": 0.93316274040032
    },
    {
      "feature": "three_plus_car",
      "form": "categorical",
      "scenario": "length",
      "sample": "diagnostic_2025",
      "dimension": "urbanRural",
      "group": "Rural",
      "rows": 5999,
      "observed": 20915.0,
      "baseExpected": 21843.66100895357,
      "expected": 21834.275515701363,
      "baseDeviance": 13326.33322586201,
      "featureDeviance": 12950.722419623035,
      "gain": 0.0281856081393822,
      "oe": 0.9578975947683587
    },
    {
      "feature": "three_plus_car",
      "form": "categorical",
      "scenario": "length",
      "sample": "diagnostic_2025",
      "dimension": "urbanRural",
      "group": "Urban",
      "rows": 28844,
      "observed": 71876.0,
      "baseExpected": 78469.62888837552,
      "expected": 78380.9662872206,
      "baseDeviance": 61382.39700365477,
      "featureDeviance": 58510.33130972253,
      "gain": 0.046789728556237864,
      "oe": 0.9170083427731207
    },
    {
      "feature": "three_plus_car",
      "form": "categorical",
      "scenario": "length",
      "sample": "diagnostic_2025",
      "dimension": "betterObserved",
      "group": "False",
      "rows": 34462,
      "observed": 91626.0,
      "baseExpected": 98971.45288545931,
      "expected": 98869.15400776522,
      "baseDeviance": 74017.48973007196,
      "featureDeviance": 70827.41338726395,
      "gain": 0.04309895342900205,
      "oe": 0.92674000217301
    },
    {
      "feature": "three_plus_car",
      "form": "categorical",
      "scenario": "length",
      "sample": "diagnostic_2025",
      "dimension": "betterObserved",
      "group": "True",
      "rows": 381,
      "observed": 1165.0,
      "baseExpected": 1341.8370118697667,
      "expected": 1346.0877951567436,
      "baseDeviance": 691.2404994448245,
      "featureDeviance": 633.6403420816191,
      "gain": 0.0833286785271804,
      "oe": 0.8654710370242551
    },
    {
      "feature": "three_plus_car",
      "form": "categorical",
      "scenario": "length",
      "sample": "diagnostic_2025",
      "dimension": "band",
      "group": "D1",
      "rows": 3523,
      "observed": 15948.0,
      "baseExpected": 15331.762992208878,
      "expected": 17813.254379569487,
      "baseDeviance": 9476.821157730803,
      "featureDeviance": 9246.15993519072,
      "gain": 0.024339514136754392,
      "oe": 0.8952883993107514
    },
    {
      "feature": "three_plus_car",
      "form": "categorical",
      "scenario": "length",
      "sample": "diagnostic_2025",
      "dimension": "band",
      "group": "D2",
      "rows": 3498,
      "observed": 10713.0,
      "baseExpected": 10269.406546519489,
      "expected": 11551.906186213655,
      "baseDeviance": 7918.203181625601,
      "featureDeviance": 7742.458235693499,
      "gain": 0.02219505383998266,
      "oe": 0.9273794149042841
    },
    {
      "feature": "three_plus_car",
      "form": "categorical",
      "scenario": "length",
      "sample": "diagnostic_2025",
      "dimension": "band",
      "group": "D3",
      "rows": 3464,
      "observed": 8411.0,
      "baseExpected": 8506.086612608742,
      "expected": 9213.627867487356,
      "baseDeviance": 7250.73102870344,
      "featureDeviance": 7128.968767702854,
      "gain": 0.01679310134641121,
      "oe": 0.9128868802787625
    },
    {
      "feature": "three_plus_car",
      "form": "categorical",
      "scenario": "length",
      "sample": "diagnostic_2025",
      "dimension": "band",
      "group": "D4",
      "rows": 3472,
      "observed": 7414.0,
      "baseExpected": 8021.46576359999,
      "expected": 8221.194491255306,
      "baseDeviance": 6722.609751993232,
      "featureDeviance": 6587.901493203239,
      "gain": 0.02003808993226963,
      "oe": 0.9018154244965375
    },
    {
      "feature": "three_plus_car",
      "form": "categorical",
      "scenario": "length",
      "sample": "diagnostic_2025",
      "dimension": "band",
      "group": "D5",
      "rows": 3488,
      "observed": 6940.0,
      "baseExpected": 7640.620884087939,
      "expected": 7398.562610230689,
      "baseDeviance": 6528.525688622623,
      "featureDeviance": 6389.023954976938,
      "gain": 0.021368030134092608,
      "oe": 0.9380200405959137
    },
    {
      "feature": "three_plus_car",
      "form": "categorical",
      "scenario": "length",
      "sample": "diagnostic_2025",
      "dimension": "band",
      "group": "D6",
      "rows": 3471,
      "observed": 6138.0,
      "baseExpected": 7420.671285100539,
      "expected": 6717.305589486318,
      "baseDeviance": 6771.57132360462,
      "featureDeviance": 6404.306080132028,
      "gain": 0.05423633982741405,
      "oe": 0.9137592325123594
    },
    {
      "feature": "three_plus_car",
      "form": "categorical",
      "scenario": "length",
      "sample": "diagnostic_2025",
      "dimension": "band",
      "group": "D7",
      "rows": 3500,
      "observed": 6620.0,
      "baseExpected": 7786.695545789803,
      "expected": 7238.225207389112,
      "baseDeviance": 7035.928485055523,
      "featureDeviance": 6657.233625895744,
      "gain": 0.05382301141407786,
      "oe": 0.9145888405409105
    },
    {
      "feature": "three_plus_car",
      "form": "categorical",
      "scenario": "length",
      "sample": "diagnostic_2025",
      "dimension": "band",
      "group": "D8",
      "rows": 3493,
      "observed": 6832.0,
      "baseExpected": 8398.127790883264,
      "expected": 7384.812552806066,
      "baseDeviance": 6910.498567585786,
      "featureDeviance": 6274.48749150386,
      "gain": 0.09203548338251366,
      "oe": 0.9251419655064894
    },
    {
      "feature": "three_plus_car",
      "form": "categorical",
      "scenario": "length",
      "sample": "diagnostic_2025",
      "dimension": "band",
      "group": "D9",
      "rows": 3495,
      "observed": 9316.0,
      "baseExpected": 10705.788556407577,
      "expected": 9769.11280156261,
      "baseDeviance": 7553.489310550144,
      "featureDeviance": 6913.009746093705,
      "gain": 0.08479254264143399,
      "oe": 0.9536178145583362
    },
    {
      "feature": "three_plus_car",
      "form": "categorical",
      "scenario": "length",
      "sample": "diagnostic_2025",
      "dimension": "band",
      "group": "D10",
      "rows": 3439,
      "observed": 14459.0,
      "baseExpected": 16232.663920122865,
      "expected": 14907.240116921366,
      "baseDeviance": 8540.351734045009,
      "featureDeviance": 8117.504398952979,
      "gain": 0.049511700250752466,
      "oe": 0.9699313814357519
    },
    {
      "feature": "three_plus_car",
      "form": "categorical",
      "scenario": "counted_routes",
      "sample": "temporal_2023",
      "dimension": "year",
      "group": "2023",
      "rows": 5098,
      "observed": 6032.0,
      "baseExpected": 6243.812676283444,
      "expected": 6257.701465697852,
      "baseDeviance": 9233.014031350176,
      "featureDeviance": 9134.25590358489,
      "gain": 0.01069619600164784,
      "oe": 0.9639322094646007
    },
    {
      "feature": "three_plus_car",
      "form": "categorical",
      "scenario": "counted_routes",
      "sample": "temporal_2023",
      "dimension": "region",
      "group": "East Midlands",
      "rows": 461,
      "observed": 400.0,
      "baseExpected": 450.0160156380736,
      "expected": 447.26663602404324,
      "baseDeviance": 703.7669675929156,
      "featureDeviance": 696.7134252438949,
      "gain": 0.010022553876243845,
      "oe": 0.8943211225317008
    },
    {
      "feature": "three_plus_car",
      "form": "categorical",
      "scenario": "counted_routes",
      "sample": "temporal_2023",
      "dimension": "region",
      "group": "East of England",
      "rows": 505,
      "observed": 410.0,
      "baseExpected": 437.07822036160155,
      "expected": 442.67101635916697,
      "baseDeviance": 725.8962298363866,
      "featureDeviance": 726.8285529348684,
      "gain": -0.0012843751767273037,
      "oe": 0.9261957183737123
    },
    {
      "feature": "three_plus_car",
      "form": "categorical",
      "scenario": "counted_routes",
      "sample": "temporal_2023",
      "dimension": "region",
      "group": "London",
      "rows": 1077,
      "observed": 2483.0,
      "baseExpected": 2568.781954799574,
      "expected": 2585.4309911466894,
      "baseDeviance": 3215.767425877888,
      "featureDeviance": 3130.9040603357935,
      "gain": 0.026389770870611784,
      "oe": 0.9603814638652338
    },
    {
      "feature": "three_plus_car",
      "form": "categorical",
      "scenario": "counted_routes",
      "sample": "temporal_2023",
      "dimension": "region",
      "group": "North East",
      "rows": 299,
      "observed": 170.0,
      "baseExpected": 166.5849642681431,
      "expected": 165.06021590816187,
      "baseDeviance": 381.76738699661877,
      "featureDeviance": 374.1326189387766,
      "gain": 0.01999848158300066,
      "oe": 1.0299271636393992
    },
    {
      "feature": "three_plus_car",
      "form": "categorical",
      "scenario": "counted_routes",
      "sample": "temporal_2023",
      "dimension": "region",
      "group": "North West",
      "rows": 638,
      "observed": 454.0,
      "baseExpected": 443.4835683530956,
      "expected": 437.4468770481251,
      "baseDeviance": 842.6669184194824,
      "featureDeviance": 840.5371732872159,
      "gain": 0.002527386664544884,
      "oe": 1.037840304321235
    },
    {
      "feature": "three_plus_car",
      "form": "categorical",
      "scenario": "counted_routes",
      "sample": "temporal_2023",
      "dimension": "region",
      "group": "South East",
      "rows": 814,
      "observed": 983.0,
      "baseExpected": 1019.2179618062844,
      "expected": 1020.38036030069,
      "baseDeviance": 1355.9773381804796,
      "featureDeviance": 1350.8164743370548,
      "gain": 0.0038060103942074708,
      "oe": 0.9633662487489718
    },
    {
      "feature": "three_plus_car",
      "form": "categorical",
      "scenario": "counted_routes",
      "sample": "temporal_2023",
      "dimension": "region",
      "group": "South West",
      "rows": 332,
      "observed": 325.0,
      "baseExpected": 362.9271523704084,
      "expected": 364.1620025746585,
      "baseDeviance": 483.36157500530834,
      "featureDeviance": 497.75575074458624,
      "gain": -0.029779313217273895,
      "oe": 0.89245994283374
    },
    {
      "feature": "three_plus_car",
      "form": "categorical",
      "scenario": "counted_routes",
      "sample": "temporal_2023",
      "dimension": "region",
      "group": "Wales",
      "rows": 232,
      "observed": 129.0,
      "baseExpected": 122.0502214089931,
      "expected": 118.26087809574457,
      "baseDeviance": 287.19095054502657,
      "featureDeviance": 283.9884357159512,
      "gain": 0.011151169014892992,
      "oe": 1.090808744845958
    },
    {
      "feature": "three_plus_car",
      "form": "categorical",
      "scenario": "counted_routes",
      "sample": "temporal_2023",
      "dimension": "region",
      "group": "West Midlands",
      "rows": 315,
      "observed": 243.0,
      "baseExpected": 309.23050634468996,
      "expected": 311.7679052458877,
      "baseDeviance": 504.1621995362237,
      "featureDeviance": 497.7614180877207,
      "gain": 0.012695877347391415,
      "oe": 0.7794259637096024
    },
    {
      "feature": "three_plus_car",
      "form": "categorical",
      "scenario": "counted_routes",
      "sample": "temporal_2023",
      "dimension": "region",
      "group": "Yorkshire and The Humber",
      "rows": 425,
      "observed": 435.0,
      "baseExpected": 364.44211093258,
      "expected": 365.2545829946841,
      "baseDeviance": 732.4570393598474,
      "featureDeviance": 734.8179939590268,
      "gain": -0.003223335256963056,
      "oe": 1.1909501488892502
    },
    {
      "feature": "three_plus_car",
      "form": "categorical",
      "scenario": "counted_routes",
      "sample": "temporal_2023",
      "dimension": "urbanRural",
      "group": "Rural",
      "rows": 1132,
      "observed": 1339.0,
      "baseExpected": 1392.251595334022,
      "expected": 1394.4633167914185,
      "baseDeviance": 1819.8566427061096,
      "featureDeviance": 1809.987129289835,
      "gain": 0.0054232367455047115,
      "oe": 0.9602260481695306
    },
    {
      "feature": "three_plus_car",
      "form": "categorical",
      "scenario": "counted_routes",
      "sample": "temporal_2023",
      "dimension": "urbanRural",
      "group": "Urban",
      "rows": 3966,
      "observed": 4693.0,
      "baseExpected": 4851.561080949421,
      "expected": 4863.238148906433,
      "baseDeviance": 7413.157388644067,
      "featureDeviance": 7324.268774295055,
      "gain": 0.011990655221374102,
      "oe": 0.9649948977010897
    },
    {
      "feature": "three_plus_car",
      "form": "categorical",
      "scenario": "counted_routes",
      "sample": "temporal_2023",
      "dimension": "betterObserved",
      "group": "False",
      "rows": 4740,
      "observed": 5358.0,
      "baseExpected": 5603.435496996176,
      "expected": 5612.418577102742,
      "baseDeviance": 8487.061533011136,
      "featureDeviance": 8402.709639901637,
      "gain": 0.00993888082246197,
      "oe": 0.9546686381980299
    },
    {
      "feature": "three_plus_car",
      "form": "categorical",
      "scenario": "counted_routes",
      "sample": "temporal_2023",
      "dimension": "betterObserved",
      "group": "True",
      "rows": 358,
      "observed": 674.0,
      "baseExpected": 640.3771792872681,
      "expected": 645.2828885951085,
      "baseDeviance": 745.9524983390412,
      "featureDeviance": 731.5462636832505,
      "gain": 0.019312536237720335,
      "oe": 1.0445031348458869
    },
    {
      "feature": "three_plus_car",
      "form": "categorical",
      "scenario": "counted_routes",
      "sample": "temporal_2023",
      "dimension": "band",
      "group": "D1",
      "rows": 776,
      "observed": 1701.0,
      "baseExpected": 1589.085697221311,
      "expected": 1750.3567970336376,
      "baseDeviance": 2241.2919498207775,
      "featureDeviance": 2189.269148157122,
      "gain": 0.023211077730331153,
      "oe": 0.9718018651298505
    },
    {
      "feature": "three_plus_car",
      "form": "categorical",
      "scenario": "counted_routes",
      "sample": "temporal_2023",
      "dimension": "band",
      "group": "D2",
      "rows": 438,
      "observed": 616.0,
      "baseExpected": 515.7666695254452,
      "expected": 571.9001581232728,
      "baseDeviance": 908.2066934969175,
      "featureDeviance": 900.9857132675045,
      "gain": 0.007950811507025701,
      "oe": 1.077111085301049
    },
    {
      "feature": "three_plus_car",
      "form": "categorical",
      "scenario": "counted_routes",
      "sample": "temporal_2023",
      "dimension": "band",
      "group": "D3",
      "rows": 401,
      "observed": 407.0,
      "baseExpected": 430.8007914128183,
      "expected": 410.675706577077,
      "baseDeviance": 773.4616882831033,
      "featureDeviance": 774.1279990727769,
      "gain": -0.000861465796906824,
      "oe": 0.9910496128253763
    },
    {
      "feature": "three_plus_car",
      "form": "categorical",
      "scenario": "counted_routes",
      "sample": "temporal_2023",
      "dimension": "band",
      "group": "D4",
      "rows": 404,
      "observed": 339.0,
      "baseExpected": 370.06225500793187,
      "expected": 319.77424533711076,
      "baseDeviance": 674.9860417167366,
      "featureDeviance": 669.910059902988,
      "gain": 0.007520128565678963,
      "oe": 1.0601228990240323
    },
    {
      "feature": "three_plus_car",
      "form": "categorical",
      "scenario": "counted_routes",
      "sample": "temporal_2023",
      "dimension": "band",
      "group": "D5",
      "rows": 407,
      "observed": 329.0,
      "baseExpected": 353.7058067958686,
      "expected": 358.4455663472009,
      "baseDeviance": 627.5761647210063,
      "featureDeviance": 639.7642368653067,
      "gain": -0.019420865274127452,
      "oe": 0.9178520558999492
    },
    {
      "feature": "three_plus_car",
      "form": "categorical",
      "scenario": "counted_routes",
      "sample": "temporal_2023",
      "dimension": "band",
      "group": "D6",
      "rows": 434,
      "observed": 358.0,
      "baseExpected": 373.57275110487683,
      "expected": 354.2014347457426,
      "baseDeviance": 561.9771619556632,
      "featureDeviance": 559.9287662905012,
      "gain": 0.0036449802658057306,
      "oe": 1.0107243079266015
    },
    {
      "feature": "three_plus_car",
      "form": "categorical",
      "scenario": "counted_routes",
      "sample": "temporal_2023",
      "dimension": "band",
      "group": "D7",
      "rows": 465,
      "observed": 382.0,
      "baseExpected": 455.34937566114127,
      "expected": 469.9689911591299,
      "baseDeviance": 661.5834989866823,
      "featureDeviance": 662.3966998738208,
      "gain": -0.0012291734730143222,
      "oe": 0.8128195842407315
    },
    {
      "feature": "three_plus_car",
      "form": "categorical",
      "scenario": "counted_routes",
      "sample": "temporal_2023",
      "dimension": "band",
      "group": "D8",
      "rows": 480,
      "observed": 387.0,
      "baseExpected": 431.62206895104896,
      "expected": 399.2076069117168,
      "baseDeviance": 719.1419971061398,
      "featureDeviance": 712.1920582144203,
      "gain": 0.009664209460282347,
      "oe": 0.9694204050715485
    },
    {
      "feature": "three_plus_car",
      "form": "categorical",
      "scenario": "counted_routes",
      "sample": "temporal_2023",
      "dimension": "band",
      "group": "D9",
      "rows": 576,
      "observed": 587.0,
      "baseExpected": 667.6611695136469,
      "expected": 656.3982976191339,
      "baseDeviance": 874.9249413282554,
      "featureDeviance": 864.8137964127525,
      "gain": 0.011556585528528673,
      "oe": 0.8942741048067109
    },
    {
      "feature": "three_plus_car",
      "form": "categorical",
      "scenario": "counted_routes",
      "sample": "temporal_2023",
      "dimension": "band",
      "group": "D10",
      "rows": 717,
      "observed": 926.0,
      "baseExpected": 1056.1860910893554,
      "expected": 966.7726618438292,
      "baseDeviance": 1189.8638939348946,
      "featureDeviance": 1160.8674255276965,
      "gain": 0.02436956743960561,
      "oe": 0.957826008685364
    },
    {
      "feature": "three_plus_car",
      "form": "categorical",
      "scenario": "counted_routes",
      "sample": "diagnostic_2024",
      "dimension": "year",
      "group": "2024",
      "rows": 6430,
      "observed": 6863.0,
      "baseExpected": 6644.032760936374,
      "expected": 6600.662336274877,
      "baseDeviance": 10665.127727495616,
      "featureDeviance": 10593.58678759543,
      "gain": 0.006707930906045045,
      "oe": 1.0397441423845315
    },
    {
      "feature": "three_plus_car",
      "form": "categorical",
      "scenario": "counted_routes",
      "sample": "diagnostic_2024",
      "dimension": "region",
      "group": "East Midlands",
      "rows": 527,
      "observed": 548.0,
      "baseExpected": 466.3926070494613,
      "expected": 465.2618592751286,
      "baseDeviance": 852.0902715929092,
      "featureDeviance": 842.779101570929,
      "gain": 0.010927445521204837,
      "oe": 1.1778313418034658
    },
    {
      "feature": "three_plus_car",
      "form": "categorical",
      "scenario": "counted_routes",
      "sample": "diagnostic_2024",
      "dimension": "region",
      "group": "East of England",
      "rows": 617,
      "observed": 535.0,
      "baseExpected": 509.14032938870355,
      "expected": 510.5772898306003,
      "baseDeviance": 852.2383594125437,
      "featureDeviance": 865.8115603560045,
      "gain": -0.015926531343668948,
      "oe": 1.0478335222812254
    },
    {
      "feature": "three_plus_car",
      "form": "categorical",
      "scenario": "counted_routes",
      "sample": "diagnostic_2024",
      "dimension": "region",
      "group": "London",
      "rows": 1145,
      "observed": 2351.0,
      "baseExpected": 2360.7556103681354,
      "expected": 2352.3563904796247,
      "baseDeviance": 3143.301549497741,
      "featureDeviance": 3059.286767229109,
      "gain": 0.026728196752887512,
      "oe": 0.9994233907391269
    },
    {
      "feature": "three_plus_car",
      "form": "categorical",
      "scenario": "counted_routes",
      "sample": "diagnostic_2024",
      "dimension": "region",
      "group": "North East",
      "rows": 295,
      "observed": 183.0,
      "baseExpected": 178.7788258428721,
      "expected": 178.8333292108443,
      "baseDeviance": 341.95902523090103,
      "featureDeviance": 341.8141225567131,
      "gain": 0.00042374279810308835,
      "oe": 1.0232991848194202
    },
    {
      "feature": "three_plus_car",
      "form": "categorical",
      "scenario": "counted_routes",
      "sample": "diagnostic_2024",
      "dimension": "region",
      "group": "North West",
      "rows": 924,
      "observed": 636.0,
      "baseExpected": 587.3003073097831,
      "expected": 569.0773032590225,
      "baseDeviance": 1057.7073439399614,
      "featureDeviance": 1064.0358639962715,
      "gain": -0.005983242994925586,
      "oe": 1.1175986045440944
    },
    {
      "feature": "three_plus_car",
      "form": "categorical",
      "scenario": "counted_routes",
      "sample": "diagnostic_2024",
      "dimension": "region",
      "group": "South East",
      "rows": 948,
      "observed": 1007.0,
      "baseExpected": 1048.094318940346,
      "expected": 1053.4247838434596,
      "baseDeviance": 1645.563805909849,
      "featureDeviance": 1638.2461048501789,
      "gain": 0.004446926356419301,
      "oe": 0.9559296643144496
    },
    {
      "feature": "three_plus_car",
      "form": "categorical",
      "scenario": "counted_routes",
      "sample": "diagnostic_2024",
      "dimension": "region",
      "group": "South West",
      "rows": 517,
      "observed": 484.0,
      "baseExpected": 445.7964278975862,
      "expected": 430.23712518132004,
      "baseDeviance": 710.3832314510425,
      "featureDeviance": 720.584195157137,
      "gain": -0.014359803630580759,
      "oe": 1.1249610311895377
    },
    {
      "feature": "three_plus_car",
      "form": "categorical",
      "scenario": "counted_routes",
      "sample": "diagnostic_2024",
      "dimension": "region",
      "group": "Wales",
      "rows": 281,
      "observed": 128.0,
      "baseExpected": 123.84125201743659,
      "expected": 124.9946327441939,
      "baseDeviance": 326.1708325028597,
      "featureDeviance": 322.73465979137995,
      "gain": 0.010534886535109256,
      "oe": 1.0240439704475688
    },
    {
      "feature": "three_plus_car",
      "form": "categorical",
      "scenario": "counted_routes",
      "sample": "diagnostic_2024",
      "dimension": "region",
      "group": "West Midlands",
      "rows": 651,
      "observed": 478.0,
      "baseExpected": 495.35462109594005,
      "expected": 496.95080961032806,
      "baseDeviance": 846.3199642072373,
      "featureDeviance": 838.1621011657135,
      "gain": 0.009639218483006529,
      "oe": 0.9618658240537169
    },
    {
      "feature": "three_plus_car",
      "form": "categorical",
      "scenario": "counted_routes",
      "sample": "diagnostic_2024",
      "dimension": "region",
      "group": "Yorkshire and The Humber",
      "rows": 525,
      "observed": 513.0,
      "baseExpected": 428.57846102611046,
      "expected": 418.9488128403545,
      "baseDeviance": 889.3933437505699,
      "featureDeviance": 900.1323109219936,
      "gain": -0.012074485655736433,
      "oe": 1.224493265709491
    },
    {
      "feature": "three_plus_car",
      "form": "categorical",
      "scenario": "counted_routes",
      "sample": "diagnostic_2024",
      "dimension": "urbanRural",
      "group": "Rural",
      "rows": 1366,
      "observed": 1638.0,
      "baseExpected": 1638.9476911991749,
      "expected": 1638.5079294180457,
      "baseDeviance": 2188.630923629582,
      "featureDeviance": 2162.6270565381355,
      "gain": 0.011881339521750967,
      "oe": 0.9996900049069484
    },
    {
      "feature": "three_plus_car",
      "form": "categorical",
      "scenario": "counted_routes",
      "sample": "diagnostic_2024",
      "dimension": "urbanRural",
      "group": "Urban",
      "rows": 5064,
      "observed": 5225.0,
      "baseExpected": 5005.085069737199,
      "expected": 4962.154406856831,
      "baseDeviance": 8476.496803866032,
      "featureDeviance": 8430.959731057294,
      "gain": 0.005372157137836675,
      "oe": 1.0529700552606671
    },
    {
      "feature": "three_plus_car",
      "form": "categorical",
      "scenario": "counted_routes",
      "sample": "diagnostic_2024",
      "dimension": "betterObserved",
      "group": "False",
      "rows": 5998,
      "observed": 6139.0,
      "baseExpected": 5938.056027751432,
      "expected": 5899.953958009179,
      "baseDeviance": 9915.968798731392,
      "featureDeviance": 9856.244833446348,
      "gain": 0.006023008593238455,
      "oe": 1.0405165944839818
    },
    {
      "feature": "three_plus_car",
      "form": "categorical",
      "scenario": "counted_routes",
      "sample": "diagnostic_2024",
      "dimension": "betterObserved",
      "group": "True",
      "rows": 432,
      "observed": 724.0,
      "baseExpected": 705.9767331849425,
      "expected": 700.7083782656978,
      "baseDeviance": 749.1589287642223,
      "featureDeviance": 737.3419541490815,
      "gain": 0.015773655177057755,
      "oe": 1.033240107378123
    },
    {
      "feature": "three_plus_car",
      "form": "categorical",
      "scenario": "counted_routes",
      "sample": "diagnostic_2024",
      "dimension": "band",
      "group": "D1",
      "rows": 848,
      "observed": 1579.0,
      "baseExpected": 1489.7870981834876,
      "expected": 1625.4088956819692,
      "baseDeviance": 1853.9294618116612,
      "featureDeviance": 1807.864742050136,
      "gain": 0.024847072507554135,
      "oe": 0.9714478641003761
    },
    {
      "feature": "three_plus_car",
      "form": "categorical",
      "scenario": "counted_routes",
      "sample": "diagnostic_2024",
      "dimension": "band",
      "group": "D2",
      "rows": 606,
      "observed": 714.0,
      "baseExpected": 579.4581139659628,
      "expected": 654.658417901714,
      "baseDeviance": 1171.1703425787732,
      "featureDeviance": 1152.6173558441667,
      "gain": 0.015841407573346733,
      "oe": 1.0906451066320746
    },
    {
      "feature": "three_plus_car",
      "form": "categorical",
      "scenario": "counted_routes",
      "sample": "diagnostic_2024",
      "dimension": "band",
      "group": "D3",
      "rows": 588,
      "observed": 590.0,
      "baseExpected": 528.0237622139357,
      "expected": 491.9787681563312,
      "baseDeviance": 1074.3809772962259,
      "featureDeviance": 1093.64163558682,
      "gain": -0.01792721455201618,
      "oe": 1.1992387440031183
    },
    {
      "feature": "three_plus_car",
      "form": "categorical",
      "scenario": "counted_routes",
      "sample": "diagnostic_2024",
      "dimension": "band",
      "group": "D4",
      "rows": 581,
      "observed": 496.0,
      "baseExpected": 458.8984083402074,
      "expected": 403.12912672354753,
      "baseDeviance": 933.6798851609217,
      "featureDeviance": 952.41898699234,
      "gain": -0.02007015694483827,
      "oe": 1.2303750017550585
    },
    {
      "feature": "three_plus_car",
      "form": "categorical",
      "scenario": "counted_routes",
      "sample": "diagnostic_2024",
      "dimension": "band",
      "group": "D5",
      "rows": 552,
      "observed": 396.0,
      "baseExpected": 389.6258958041748,
      "expected": 379.0409496775804,
      "baseDeviance": 732.174237016885,
      "featureDeviance": 732.3397135403482,
      "gain": -0.0002260070282416038,
      "oe": 1.0447420004008678
    },
    {
      "feature": "three_plus_car",
      "form": "categorical",
      "scenario": "counted_routes",
      "sample": "diagnostic_2024",
      "dimension": "band",
      "group": "D6",
      "rows": 500,
      "observed": 335.0,
      "baseExpected": 352.83725883113084,
      "expected": 333.86216206101733,
      "baseDeviance": 643.040305148937,
      "featureDeviance": 638.8117780823247,
      "gain": 0.006575835189106649,
      "oe": 1.003408106902437
    },
    {
      "feature": "three_plus_car",
      "form": "categorical",
      "scenario": "counted_routes",
      "sample": "diagnostic_2024",
      "dimension": "band",
      "group": "D7",
      "rows": 589,
      "observed": 410.0,
      "baseExpected": 460.81606216655877,
      "expected": 441.52921249845986,
      "baseDeviance": 860.5574093813636,
      "featureDeviance": 853.1445968574569,
      "gain": 0.008613966300325737,
      "oe": 0.9285908800460857
    },
    {
      "feature": "three_plus_car",
      "form": "categorical",
      "scenario": "counted_routes",
      "sample": "diagnostic_2024",
      "dimension": "band",
      "group": "D8",
      "rows": 621,
      "observed": 502.0,
      "baseExpected": 491.5503244233398,
      "expected": 454.927246697538,
      "baseDeviance": 851.4209232662904,
      "featureDeviance": 848.6128216281288,
      "gain": 0.003298135577158412,
      "oe": 1.1034731457484204
    },
    {
      "feature": "three_plus_car",
      "form": "categorical",
      "scenario": "counted_routes",
      "sample": "diagnostic_2024",
      "dimension": "band",
      "group": "D9",
      "rows": 677,
      "observed": 708.0,
      "baseExpected": 704.8828443190664,
      "expected": 697.0778043412429,
      "baseDeviance": 1046.0005818104642,
      "featureDeviance": 1026.640126363005,
      "gain": 0.018509029329552784,
      "oe": 1.0156685460227484
    },
    {
      "feature": "three_plus_car",
      "form": "categorical",
      "scenario": "counted_routes",
      "sample": "diagnostic_2024",
      "dimension": "band",
      "group": "D10",
      "rows": 868,
      "observed": 1133.0,
      "baseExpected": 1188.1529926885103,
      "expected": 1119.049752535476,
      "baseDeviance": 1498.7736040240923,
      "featureDeviance": 1487.495030650704,
      "gain": 0.00752520150015068,
      "oe": 1.0124661548183325
    },
    {
      "feature": "three_plus_car",
      "form": "categorical",
      "scenario": "counted_routes",
      "sample": "diagnostic_2025",
      "dimension": "year",
      "group": "2025",
      "rows": 6060,
      "observed": 6133.0,
      "baseExpected": 6520.340102433249,
      "expected": 6492.153533893221,
      "baseDeviance": 9570.44385319353,
      "featureDeviance": 9413.15920077348,
      "gain": 0.016434415668983515,
      "oe": 0.9446788292947467
    },
    {
      "feature": "three_plus_car",
      "form": "categorical",
      "scenario": "counted_routes",
      "sample": "diagnostic_2025",
      "dimension": "region",
      "group": "East Midlands",
      "rows": 549,
      "observed": 477.0,
      "baseExpected": 466.72154658385466,
      "expected": 464.95538573205977,
      "baseDeviance": 886.2021188783056,
      "featureDeviance": 866.8834749844139,
      "gain": 0.021799365497279455,
      "oe": 1.0259048817102663
    },
    {
      "feature": "three_plus_car",
      "form": "categorical",
      "scenario": "counted_routes",
      "sample": "diagnostic_2025",
      "dimension": "region",
      "group": "East of England",
      "rows": 545,
      "observed": 442.0,
      "baseExpected": 451.1704106160631,
      "expected": 455.2155286166346,
      "baseDeviance": 800.1405102604808,
      "featureDeviance": 783.0572208623717,
      "gain": 0.021350361816511176,
      "oe": 0.9709686340077291
    },
    {
      "feature": "three_plus_car",
      "form": "categorical",
      "scenario": "counted_routes",
      "sample": "diagnostic_2025",
      "dimension": "region",
      "group": "London",
      "rows": 1112,
      "observed": 2153.0,
      "baseExpected": 2383.9212719865386,
      "expected": 2383.9730570572065,
      "baseDeviance": 2698.3336652424045,
      "featureDeviance": 2625.8897360217343,
      "gain": 0.026847654222244666,
      "oe": 0.9031142334543322
    },
    {
      "feature": "three_plus_car",
      "form": "categorical",
      "scenario": "counted_routes",
      "sample": "diagnostic_2025",
      "dimension": "region",
      "group": "North East",
      "rows": 221,
      "observed": 105.0,
      "baseExpected": 120.11983020307531,
      "expected": 115.05688757849356,
      "baseDeviance": 264.94725979117953,
      "featureDeviance": 263.8595652338821,
      "gain": 0.0041053248037163925,
      "oe": 0.912592042161469
    },
    {
      "feature": "three_plus_car",
      "form": "categorical",
      "scenario": "counted_routes",
      "sample": "diagnostic_2025",
      "dimension": "region",
      "group": "North West",
      "rows": 996,
      "observed": 648.0,
      "baseExpected": 624.6835015987541,
      "expected": 608.139702853451,
      "baseDeviance": 1256.706303699892,
      "featureDeviance": 1238.5731748777048,
      "gain": 0.014429090368052733,
      "oe": 1.0655446387721779
    },
    {
      "feature": "three_plus_car",
      "form": "categorical",
      "scenario": "counted_routes",
      "sample": "diagnostic_2025",
      "dimension": "region",
      "group": "South East",
      "rows": 860,
      "observed": 953.0,
      "baseExpected": 1004.8149662209278,
      "expected": 1002.5051242978254,
      "baseDeviance": 1393.704997113381,
      "featureDeviance": 1366.4046683688307,
      "gain": 0.01958831230503899,
      "oe": 0.9506185822915371
    },
    {
      "feature": "three_plus_car",
      "form": "categorical",
      "scenario": "counted_routes",
      "sample": "diagnostic_2025",
      "dimension": "region",
      "group": "South West",
      "rows": 520,
      "observed": 423.0,
      "baseExpected": 508.95293310859125,
      "expected": 504.79318655573746,
      "baseDeviance": 666.423779848708,
      "featureDeviance": 674.7338765541514,
      "gain": -0.012469688142475732,
      "oe": 0.83796693629361
    },
    {
      "feature": "three_plus_car",
      "form": "categorical",
      "scenario": "counted_routes",
      "sample": "diagnostic_2025",
      "dimension": "region",
      "group": "Wales",
      "rows": 202,
      "observed": 113.0,
      "baseExpected": 102.56285682428084,
      "expected": 102.26325468095631,
      "baseDeviance": 259.764662663292,
      "featureDeviance": 256.0091924411434,
      "gain": 0.014457202083011711,
      "oe": 1.104991234168524
    },
    {
      "feature": "three_plus_car",
      "form": "categorical",
      "scenario": "counted_routes",
      "sample": "diagnostic_2025",
      "dimension": "region",
      "group": "West Midlands",
      "rows": 635,
      "observed": 486.0,
      "baseExpected": 497.55360685034,
      "expected": 501.22102744368414,
      "baseDeviance": 814.8771914380291,
      "featureDeviance": 804.9525235082257,
      "gain": 0.012179341910759756,
      "oe": 0.9696321051785994
    },
    {
      "feature": "three_plus_car",
      "form": "categorical",
      "scenario": "counted_routes",
      "sample": "diagnostic_2025",
      "dimension": "region",
      "group": "Yorkshire and The Humber",
      "rows": 420,
      "observed": 333.0,
      "baseExpected": 359.8391784408228,
      "expected": 354.03037907717146,
      "baseDeviance": 529.343364257858,
      "featureDeviance": 532.7957679210226,
      "gain": -0.006522049573635336,
      "oe": 0.9405972472419174
    },
    {
      "feature": "three_plus_car",
      "form": "categorical",
      "scenario": "counted_routes",
      "sample": "diagnostic_2025",
      "dimension": "urbanRural",
      "group": "Rural",
      "rows": 1051,
      "observed": 1263.0,
      "baseExpected": 1467.3145345778942,
      "expected": 1463.6036541857825,
      "baseDeviance": 1755.9285516245975,
      "featureDeviance": 1728.8706695477822,
      "gain": 0.015409443654060495,
      "oe": 0.8629385396708508
    },
    {
      "feature": "three_plus_car",
      "form": "categorical",
      "scenario": "counted_routes",
      "sample": "diagnostic_2025",
      "dimension": "urbanRural",
      "group": "Urban",
      "rows": 5009,
      "observed": 4870.0,
      "baseExpected": 5053.025567855355,
      "expected": 5028.549879707438,
      "baseDeviance": 7814.515301568934,
      "featureDeviance": 7684.2885312256985,
      "gain": 0.016664727794069245,
      "oe": 0.9684700592615654
    },
    {
      "feature": "three_plus_car",
      "form": "categorical",
      "scenario": "counted_routes",
      "sample": "diagnostic_2025",
      "dimension": "betterObserved",
      "group": "False",
      "rows": 5679,
      "observed": 5577.0,
      "baseExpected": 5940.504438667231,
      "expected": 5916.604814351945,
      "baseDeviance": 8944.984461192063,
      "featureDeviance": 8813.964129073473,
      "gain": 0.014647351561875244,
      "oe": 0.9426014031682218
    },
    {
      "feature": "three_plus_car",
      "form": "categorical",
      "scenario": "counted_routes",
      "sample": "diagnostic_2025",
      "dimension": "betterObserved",
      "group": "True",
      "rows": 381,
      "observed": 556.0,
      "baseExpected": 579.8356637660173,
      "expected": 575.5487195412757,
      "baseDeviance": 625.4593920014668,
      "featureDeviance": 599.1950717000074,
      "gain": 0.04199204718537153,
      "oe": 0.9660346398531537
    },
    {
      "feature": "three_plus_car",
      "form": "categorical",
      "scenario": "counted_routes",
      "sample": "diagnostic_2025",
      "dimension": "band",
      "group": "D1",
      "rows": 827,
      "observed": 1516.0,
      "baseExpected": 1484.1625249460844,
      "expected": 1623.5263282893327,
      "baseDeviance": 1846.3795774402936,
      "featureDeviance": 1797.5797418666466,
      "gain": 0.026430012641983414,
      "oe": 0.9337698893970938
    },
    {
      "feature": "three_plus_car",
      "form": "categorical",
      "scenario": "counted_routes",
      "sample": "diagnostic_2025",
      "dimension": "band",
      "group": "D2",
      "rows": 621,
      "observed": 661.0,
      "baseExpected": 599.9019874948484,
      "expected": 682.1510942616073,
      "baseDeviance": 875.9090144105487,
      "featureDeviance": 861.021368557545,
      "gain": 0.016996794881740662,
      "oe": 0.9689935346589127
    },
    {
      "feature": "three_plus_car",
      "form": "categorical",
      "scenario": "counted_routes",
      "sample": "diagnostic_2025",
      "dimension": "band",
      "group": "D3",
      "rows": 581,
      "observed": 502.0,
      "baseExpected": 524.8292187017573,
      "expected": 494.87220240997226,
      "baseDeviance": 923.8163622382292,
      "featureDeviance": 922.5585682548606,
      "gain": 0.0013615194910828743,
      "oe": 1.0144033096935252
    },
    {
      "feature": "three_plus_car",
      "form": "categorical",
      "scenario": "counted_routes",
      "sample": "diagnostic_2025",
      "dimension": "band",
      "group": "D4",
      "rows": 540,
      "observed": 364.0,
      "baseExpected": 417.19068305266995,
      "expected": 365.3512833943729,
      "baseDeviance": 835.8497685208272,
      "featureDeviance": 815.1077803779265,
      "gain": 0.024815450005575834,
      "oe": 0.9963014133088065
    },
    {
      "feature": "three_plus_car",
      "form": "categorical",
      "scenario": "counted_routes",
      "sample": "diagnostic_2025",
      "dimension": "band",
      "group": "D5",
      "rows": 535,
      "observed": 374.0,
      "baseExpected": 374.93289015244954,
      "expected": 366.18797159659584,
      "baseDeviance": 697.0463188598765,
      "featureDeviance": 695.6557755083306,
      "gain": 0.001994908105705573,
      "oe": 1.0213333834242107
    },
    {
      "feature": "three_plus_car",
      "form": "categorical",
      "scenario": "counted_routes",
      "sample": "diagnostic_2025",
      "dimension": "band",
      "group": "D6",
      "rows": 517,
      "observed": 323.0,
      "baseExpected": 385.9905286913248,
      "expected": 365.17648101412584,
      "baseDeviance": 672.8600653168891,
      "featureDeviance": 664.6891174580085,
      "gain": 0.012143606494215753,
      "oe": 0.884503840726549
    },
    {
      "feature": "three_plus_car",
      "form": "categorical",
      "scenario": "counted_routes",
      "sample": "diagnostic_2025",
      "dimension": "band",
      "group": "D7",
      "rows": 533,
      "observed": 388.0,
      "baseExpected": 455.3364798558816,
      "expected": 434.38490939399367,
      "baseDeviance": 735.9381598850645,
      "featureDeviance": 718.2905934830319,
      "gain": 0.02397968656060545,
      "oe": 0.8932170331176909
    },
    {
      "feature": "three_plus_car",
      "form": "categorical",
      "scenario": "counted_routes",
      "sample": "diagnostic_2025",
      "dimension": "band",
      "group": "D8",
      "rows": 560,
      "observed": 426.0,
      "baseExpected": 442.5324112020713,
      "expected": 406.23799122771925,
      "baseDeviance": 716.2974506129576,
      "featureDeviance": 705.8019005169319,
      "gain": 0.014652502374599141,
      "oe": 1.048646382659969
    },
    {
      "feature": "three_plus_car",
      "form": "categorical",
      "scenario": "counted_routes",
      "sample": "diagnostic_2025",
      "dimension": "band",
      "group": "D9",
      "rows": 631,
      "observed": 671.0,
      "baseExpected": 737.0169368628607,
      "expected": 723.8227761834955,
      "baseDeviance": 1014.4841527377984,
      "featureDeviance": 1005.9916539465338,
      "gain": 0.00837124835153491,
      "oe": 0.9270225006430242
    },
    {
      "feature": "three_plus_car",
      "form": "categorical",
      "scenario": "counted_routes",
      "sample": "diagnostic_2025",
      "dimension": "band",
      "group": "D10",
      "rows": 715,
      "observed": 908.0,
      "baseExpected": 1098.4464414733002,
      "expected": 1030.4424961220052,
      "baseDeviance": 1251.8629831710462,
      "featureDeviance": 1226.4627008036657,
      "gain": 0.020289985971979063,
      "oe": 0.8811748383992231
    }
  ],
  "curves": [
    {
      "form": "linear",
      "value": 0.0,
      "referenceValue": 8.495484642349254,
      "logEffect": 0.38887906221805746,
      "rr": 1.4753261178752615,
      "lower95": 1.4008132042347918,
      "upper95": 1.5538025680403775
    },
    {
      "form": "linear",
      "value": 0.5509641873278237,
      "referenceValue": 8.495484642349254,
      "logEffect": 0.3636587898611729,
      "rr": 1.4385832712077702,
      "lower95": 1.3705248598560824,
      "upper95": 1.5100213712403343
    },
    {
      "form": "linear",
      "value": 0.9244992295839756,
      "referenceValue": 8.495484642349254,
      "logEffect": 0.3465603001276918,
      "rr": 1.4141947673843878,
      "lower95": 1.350363764833749,
      "upper95": 1.4810430286861318
    },
    {
      "form": "linear",
      "value": 1.3221153846153846,
      "referenceValue": 8.495484642349254,
      "logEffect": 0.3283595024097401,
      "rr": 1.3886881192870235,
      "lower95": 1.3292286938111648,
      "upper95": 1.450807300224361
    },
    {
      "form": "linear",
      "value": 1.7329511815231213,
      "referenceValue": 8.495484642349254,
      "logEffect": 0.309553578303813,
      "rr": 1.3628165874199727,
      "lower95": 1.3077383524248933,
      "upper95": 1.4202145616538286
    },
    {
      "form": "linear",
      "value": 2.140077821011673,
      "referenceValue": 8.495484642349254,
      "logEffect": 0.29091744011587845,
      "rr": 1.3376541428200686,
      "lower95": 1.2867848040502359,
      "upper95": 1.3905344546902478
    },
    {
      "form": "linear",
      "value": 2.539605765724266,
      "referenceValue": 8.495484642349254,
      "logEffect": 0.27262913061847266,
      "rr": 1.3134130498019951,
      "lower95": 1.2665487620458702,
      "upper95": 1.3620113895999386
    },
    {
      "form": "linear",
      "value": 2.9141104294478524,
      "referenceValue": 8.495484642349254,
      "logEffect": 0.25548625666174396,
      "rr": 1.2910892690194435,
      "lower95": 1.2478692012371724,
      "upper95": 1.3358062679362053
    },
    {
      "form": "linear",
      "value": 3.2454361054766734,
      "referenceValue": 8.495484642349254,
      "logEffect": 0.2403198919860234,
      "rr": 1.2716558777877918,
      "lower95": 1.2315731342522895,
      "upper95": 1.3130431531327735
    },
    {
      "form": "linear",
      "value": 3.598014888337469,
      "referenceValue": 8.495484642349254,
      "logEffect": 0.2241806707162437,
      "rr": 1.2512970717454164,
      "lower95": 1.2144654062052962,
      "upper95": 1.2892457485890514
    },
    {
      "form": "linear",
      "value": 3.924646781789639,
      "referenceValue": 8.495484642349254,
      "logEffect": 0.20922916297258856,
      "rr": 1.2327274616534782,
      "lower95": 1.1988287917101283,
      "upper95": 1.2675846669872648
    },
    {
      "form": "linear",
      "value": 4.242424242424243,
      "referenceValue": 8.495484642349254,
      "logEffect": 0.1946829650700463,
      "rr": 1.2149257515259535,
      "lower95": 1.1838092954488382,
      "upper95": 1.2468601044066516
    },
    {
      "form": "linear",
      "value": 4.568925527826005,
      "referenceValue": 8.495484642349254,
      "logEffect": 0.1797374358830361,
      "rr": 1.1969030580664686,
      "lower95": 1.1685734430673687,
      "upper95": 1.2259194652314853
    },
    {
      "form": "linear",
      "value": 4.87062404870624,
      "referenceValue": 8.495484642349254,
      "logEffect": 0.16592724814075832,
      "rr": 1.1804872159593673,
      "lower95": 1.1546693538841863,
      "upper95": 1.2068823532518136
    },
    {
      "form": "linear",
      "value": 5.160142348754448,
      "referenceValue": 8.495484642349254,
      "logEffect": 0.1526746075019331,
      "rr": 1.1649458526225553,
      "lower95": 1.141482179765027,
      "upper95": 1.1888918316901362
    },
    {
      "form": "linear",
      "value": 5.472636815920398,
      "referenceValue": 8.495484642349254,
      "logEffect": 0.1383702375388533,
      "rr": 1.1484006526061405,
      "lower95": 1.1274174303293545,
      "upper95": 1.1697744095733371
    },
    {
      "form": "linear",
      "value": 5.772495755517826,
      "referenceValue": 8.495484642349254,
      "logEffect": 0.1246442562514452,
      "rr": 1.1327454142819777,
      "lower95": 1.1140843371574525,
      "upper95": 1.1517190672033553
    },
    {
      "form": "linear",
      "value": 6.1017616442012566,
      "referenceValue": 8.495484642349254,
      "logEffect": 0.10957217791781886,
      "rr": 1.115800604193063,
      "lower95": 1.0996252405779512,
      "upper95": 1.1322139055877258
    },
    {
      "form": "linear",
      "value": 6.412333534736592,
      "referenceValue": 8.495484642349254,
      "logEffect": 0.09535581350458479,
      "rr": 1.1000501982156423,
      "lower95": 1.086159076362528,
      "upper95": 1.1141189766114652
    },
    {
      "form": "linear",
      "value": 6.699630224298156,
      "referenceValue": 8.495484642349254,
      "logEffect": 0.08220486662886205,
      "rr": 1.0856782062821155,
      "lower95": 1.073848985979761,
      "upper95": 1.0976377339692032
    },
    {
      "form": "linear",
      "value": 7.0198675496688745,
      "referenceValue": 8.495484642349254,
      "logEffect": 0.06754606892395013,
      "rr": 1.0698795466620632,
      "lower95": 1.0602918133553736,
      "upper95": 1.079553977450335
    },
    {
      "form": "linear",
      "value": 7.3041168658698545,
      "referenceValue": 8.495484642349254,
      "logEffect": 0.054534614937047955,
      "rr": 1.056049030851779,
      "lower95": 1.048401638947557,
      "upper95": 1.0637522053881183
    },
    {
      "form": "linear",
      "value": 7.575757575757576,
      "referenceValue": 8.495484642349254,
      "logEffect": 0.04210031731089472,
      "rr": 1.042999104368211,
      "lower95": 1.0371635009177833,
      "upper95": 1.0488675418584024
    },
    {
      "form": "linear",
      "value": 7.868383404864092,
      "referenceValue": 8.495484642349254,
      "logEffect": 0.02870543016855796,
      "rr": 1.0291214017037682,
      "lower95": 1.0251919272341616,
      "upper95": 1.0330659375186673
    },
    {
      "form": "linear",
      "value": 8.182115756583837,
      "referenceValue": 8.495484642349254,
      "logEffect": 0.014344396294626737,
      "rr": 1.0144477708375466,
      "lower95": 1.0125103178666777,
      "upper95": 1.0163889311523784
    },
    {
      "form": "linear",
      "value": 8.495484642349254,
      "referenceValue": 8.495484642349254,
      "logEffect": 0.0,
      "rr": 1.0,
      "lower95": 1.0,
      "upper95": 1.0
    },
    {
      "form": "linear",
      "value": 8.792518956453387,
      "referenceValue": 8.495484642349254,
      "logEffect": -0.013596684636399629,
      "rr": 0.9864953327641865,
      "lower95": 0.9847093844209017,
      "upper95": 0.9882845202473998
    },
    {
      "form": "linear",
      "value": 9.104704097116842,
      "referenceValue": 8.495484642349254,
      "logEffect": -0.027886895242447595,
      "rr": 0.9724983547716848,
      "lower95": 0.9688907702444267,
      "upper95": 0.9761193718411045
    },
    {
      "form": "linear",
      "value": 9.411764705882351,
      "referenceValue": 8.495484642349254,
      "logEffect": -0.041942531454841094,
      "rr": 0.958924887007199,
      "lower95": 0.9535797325589769,
      "upper95": 0.9643000029521894
    },
    {
      "form": "linear",
      "value": 9.725158562367865,
      "referenceValue": 8.495484642349254,
      "logEffect": -0.05628807077904444,
      "rr": 0.945266792923812,
      "lower95": 0.9382023633884656,
      "upper95": 0.9523844158496328
    },
    {
      "form": "linear",
      "value": 10.02673796791444,
      "referenceValue": 8.495484642349254,
      "logEffect": -0.07009280604142269,
      "rr": 0.9323072921416875,
      "lower95": 0.9236388726353146,
      "upper95": 0.9410570654097574
    },
    {
      "form": "linear",
      "value": 10.344827586206897,
      "referenceValue": 8.495484642349254,
      "logEffect": -0.08465329289655094,
      "rr": 0.9188307943467042,
      "lower95": 0.9085229905197976,
      "upper95": 0.9292555471345538
    },
    {
      "form": "linear",
      "value": 10.6951871657754,
      "referenceValue": 8.495484642349254,
      "logEffect": -0.10069093059205451,
      "rr": 0.9042124541112125,
      "lower95": 0.8921597520162233,
      "upper95": 0.916427983129813
    },
    {
      "form": "linear",
      "value": 11.041365689157686,
      "referenceValue": 8.495484642349254,
      "logEffect": -0.11653718130056133,
      "rr": 0.8899970051153362,
      "lower95": 0.8762812676293303,
      "upper95": 0.9039274241901588
    },
    {
      "form": "linear",
      "value": 11.376404494382022,
      "referenceValue": 8.495484642349254,
      "logEffect": -0.1318735137015189,
      "rr": 0.8764518472185387,
      "lower95": 0.8611828980520266,
      "upper95": 0.8919915179810984
    },
    {
      "form": "linear",
      "value": 11.76470588235294,
      "referenceValue": 8.495484642349254,
      "logEffect": -0.14964792987306574,
      "rr": 0.8610110593416609,
      "lower95": 0.8440094441462855,
      "upper95": 0.8783551528366055
    },
    {
      "form": "linear",
      "value": 12.16,
      "referenceValue": 8.495484642349254,
      "logEffect": -0.16774243680732753,
      "rr": 0.8455715947595442,
      "lower95": 0.8268784540574801,
      "upper95": 0.8646873290212694
    },
    {
      "form": "linear",
      "value": 12.574850299401197,
      "referenceValue": 8.495484642349254,
      "logEffect": -0.18673212393922095,
      "rr": 0.8296659542682414,
      "lower95": 0.8092737645800115,
      "upper95": 0.8505719891081136
    },
    {
      "form": "linear",
      "value": 12.980769230769232,
      "referenceValue": 8.495484642349254,
      "logEffect": -0.205312979536331,
      "rr": 0.8143923883677623,
      "lower95": 0.7924109406838735,
      "upper95": 0.836983600527975
    },
    {
      "form": "linear",
      "value": 13.409961685823754,
      "referenceValue": 8.495484642349254,
      "logEffect": -0.22495917589347192,
      "rr": 0.7985488181359718,
      "lower95": 0.7749632939741784,
      "upper95": 0.8228521530048165
    },
    {
      "form": "linear",
      "value": 13.92156862745098,
      "referenceValue": 8.495484642349254,
      "logEffect": -0.24837787842310508,
      "rr": 0.7800651178008154,
      "lower95": 0.7546665071388985,
      "upper95": 0.8063185291163367
    },
    {
      "form": "linear",
      "value": 14.495798319327733,
      "referenceValue": 8.495484642349254,
      "logEffect": -0.27466312446564806,
      "rr": 0.7598280475947679,
      "lower95": 0.7325178018891023,
      "upper95": 0.7881564931565738
    },
    {
      "form": "linear",
      "value": 15.160349854227404,
      "referenceValue": 8.495484642349254,
      "logEffect": -0.3050828342958681,
      "rr": 0.7370623178247658,
      "lower95": 0.7076954753721006,
      "upper95": 0.7676477796775145
    },
    {
      "form": "linear",
      "value": 15.847860538827256,
      "referenceValue": 8.495484642349254,
      "logEffect": -0.33655349448155375,
      "rr": 0.7142276753149926,
      "lower95": 0.6829004593724269,
      "upper95": 0.7469919886342595
    },
    {
      "form": "linear",
      "value": 16.601243098090087,
      "referenceValue": 8.495484642349254,
      "logEffect": -0.3710394261819204,
      "rr": 0.6900167362971193,
      "lower95": 0.6567262186097279,
      "upper95": 0.7249948043464267
    },
    {
      "form": "linear",
      "value": 17.457466310745183,
      "referenceValue": 8.495484642349254,
      "logEffect": -0.4102328676398489,
      "rr": 0.6634957254614814,
      "lower95": 0.6281948841902494,
      "upper95": 0.7007802654635031
    },
    {
      "form": "linear",
      "value": 18.504757190782612,
      "referenceValue": 8.495484642349254,
      "logEffect": -0.45817239227488576,
      "rr": 0.6324384393077963,
      "lower95": 0.5949765488607234,
      "upper95": 0.6722590668152724
    },
    {
      "form": "linear",
      "value": 19.741100323624597,
      "referenceValue": 8.495484642349254,
      "logEffect": -0.5147657448992481,
      "rr": 0.597640578575567,
      "lower95": 0.5580153160565263,
      "upper95": 0.6400796732324048
    },
    {
      "form": "linear",
      "value": 21.28463476070529,
      "referenceValue": 8.495484642349254,
      "logEffect": -0.5854207162944092,
      "rr": 0.5568715275959667,
      "lower95": 0.5150763852134937,
      "upper95": 0.6020580774995729
    },
    {
      "form": "linear",
      "value": 23.616236162361623,
      "referenceValue": 8.495484642349254,
      "logEffect": -0.6921492909095108,
      "rr": 0.5004991938539833,
      "lower95": 0.45639691472417576,
      "upper95": 0.5488631385684913
    },
    {
      "form": "linear",
      "value": 40.37656903765691,
      "referenceValue": 8.495484642349254,
      "logEffect": -1.4593500811407036,
      "rr": 0.23238725852281114,
      "lower95": 0.1913141385636334,
      "upper95": 0.28227834246440453
    },
    {
      "form": "smooth",
      "value": 0.0,
      "referenceValue": 8.495484642349254,
      "logEffect": 0.7908906700517585,
      "rr": 2.205359799694121,
      "lower95": 2.006213759238071,
      "upper95": 2.4242739955856045
    },
    {
      "form": "smooth",
      "value": 0.5509641873278237,
      "referenceValue": 8.495484642349254,
      "logEffect": 0.7199321580648065,
      "rr": 2.054293838646838,
      "lower95": 1.8900788887742956,
      "upper95": 2.2327762087428455
    },
    {
      "form": "smooth",
      "value": 0.9244992295839756,
      "referenceValue": 8.495484642349254,
      "logEffect": 0.6718246923109406,
      "rr": 1.957806457746891,
      "lower95": 1.8140171824855316,
      "upper95": 2.1129932852915525
    },
    {
      "form": "smooth",
      "value": 1.3221153846153846,
      "referenceValue": 8.495484642349254,
      "logEffect": 0.6206250665045372,
      "rr": 1.8600903587244753,
      "lower95": 1.7350687604828903,
      "upper95": 1.994120476042002
    },
    {
      "form": "smooth",
      "value": 1.7329511815231213,
      "referenceValue": 8.495484642349254,
      "logEffect": 0.5679408903153798,
      "rr": 1.764629741718126,
      "lower95": 1.6556062292430578,
      "upper95": 1.880832573805827
    },
    {
      "form": "smooth",
      "value": 2.140077821011673,
      "referenceValue": 8.495484642349254,
      "logEffect": 0.5163421253019689,
      "rr": 1.6758862424145138,
      "lower95": 1.5792445951695089,
      "upper95": 1.7784418614475466
    },
    {
      "form": "smooth",
      "value": 2.539605765724266,
      "referenceValue": 8.495484642349254,
      "logEffect": 0.4666824072308105,
      "rr": 1.5946948594274861,
      "lower95": 1.5070622208971651,
      "upper95": 1.6874231597223324
    },
    {
      "form": "smooth",
      "value": 2.9141104294478524,
      "referenceValue": 8.495484642349254,
      "logEffect": 0.4213475860854358,
      "rr": 1.5240139123866772,
      "lower95": 1.4424593362793798,
      "upper95": 1.6101794669227991
    },
    {
      "form": "smooth",
      "value": 3.2454361054766734,
      "referenceValue": 8.495484642349254,
      "logEffect": 0.382473807764066,
      "rr": 1.4659064784863896,
      "lower95": 1.3883163816203292,
      "upper95": 1.547832923472652
    },
    {
      "form": "smooth",
      "value": 3.598014888337469,
      "referenceValue": 8.495484642349254,
      "logEffect": 0.3426299156230116,
      "rr": 1.4086473470728185,
      "lower95": 1.334368447027849,
      "upper95": 1.4870610533657773
    },
    {
      "form": "smooth",
      "value": 3.924646781789639,
      "referenceValue": 8.495484642349254,
      "logEffect": 0.3073403582976167,
      "rr": 1.3598037097942794,
      "lower95": 1.2882196502666214,
      "upper95": 1.4353655673452783
    },
    {
      "form": "smooth",
      "value": 4.242424242424243,
      "referenceValue": 8.495484642349254,
      "logEffect": 0.2747055447169562,
      "rr": 1.316143072523697,
      "lower95": 1.247203192313239,
      "upper95": 1.388893644618785
    },
    {
      "form": "smooth",
      "value": 4.568925527826005,
      "referenceValue": 8.495484642349254,
      "logEffect": 0.24312005060576375,
      "rr": 1.275221706067782,
      "lower95": 1.2093218073544159,
      "upper95": 1.344712705697398
    },
    {
      "form": "smooth",
      "value": 4.87062404870624,
      "referenceValue": 8.495484642349254,
      "logEffect": 0.21586288477385016,
      "rr": 1.2409322166334922,
      "lower95": 1.178344400907537,
      "upper95": 1.3068443870000173
    },
    {
      "form": "smooth",
      "value": 5.160142348754448,
      "referenceValue": 8.495484642349254,
      "logEffect": 0.19160179309852507,
      "rr": 1.2111881174565127,
      "lower95": 1.1523831431528306,
      "upper95": 1.272993851553848
    },
    {
      "form": "smooth",
      "value": 5.472636815920398,
      "referenceValue": 8.495484642349254,
      "logEffect": 0.1675344266409103,
      "rr": 1.182385995062321,
      "lower95": 1.1283792130363492,
      "upper95": 1.2389776638631498
    },
    {
      "form": "smooth",
      "value": 5.772495755517826,
      "referenceValue": 8.495484642349254,
      "logEffect": 0.14630845450251262,
      "rr": 1.1575531854811927,
      "lower95": 1.1087282205550981,
      "upper95": 1.2085282509962674
    },
    {
      "form": "smooth",
      "value": 6.1017616442012566,
      "referenceValue": 8.495484642349254,
      "logEffect": 0.12484346085197263,
      "rr": 1.1329710848562913,
      "lower95": 1.0903170047685287,
      "upper95": 1.1772938269388462
    },
    {
      "form": "smooth",
      "value": 6.412333534736592,
      "referenceValue": 8.495484642349254,
      "logEffect": 0.1061109698027971,
      "rr": 1.111945262006818,
      "lower95": 1.0754062973662069,
      "upper95": 1.1497257071374334
    },
    {
      "form": "smooth",
      "value": 6.699630224298156,
      "referenceValue": 8.495484642349254,
      "logEffect": 0.08987447488837463,
      "rr": 1.0940369459759578,
      "lower95": 1.0632666704254667,
      "upper95": 1.1256976941461487
    },
    {
      "form": "smooth",
      "value": 7.0198675496688745,
      "referenceValue": 8.495484642349254,
      "logEffect": 0.07277065235858403,
      "rr": 1.0754838489429965,
      "lower95": 1.0511107340974142,
      "upper95": 1.1004221266282355
    },
    {
      "form": "smooth",
      "value": 7.3041168658698545,
      "referenceValue": 8.495484642349254,
      "logEffect": 0.05825886152183889,
      "rr": 1.0599893506552298,
      "lower95": 1.04112989600896,
      "upper95": 1.079190433210676
    },
    {
      "form": "smooth",
      "value": 7.575757575757576,
      "referenceValue": 8.495484642349254,
      "logEffect": 0.044799738564467,
      "rr": 1.0458184018417707,
      "lower95": 1.0319692345964895,
      "upper95": 1.0598534267918729
    },
    {
      "form": "smooth",
      "value": 7.868383404864092,
      "referenceValue": 8.495484642349254,
      "logEffect": 0.030557662260286958,
      "rr": 1.0310293398169164,
      "lower95": 1.0221798070239498,
      "upper95": 1.0399554875362547
    },
    {
      "form": "smooth",
      "value": 8.182115756583837,
      "referenceValue": 8.495484642349254,
      "logEffect": 0.015357236941696219,
      "rr": 1.0154757652835795,
      "lower95": 1.011405645836485,
      "upper95": 1.0195622637892465
    },
    {
      "form": "smooth",
      "value": 8.495484642349254,
      "referenceValue": 8.495484642349254,
      "logEffect": 0.0,
      "rr": 1.0,
      "lower95": 1.0,
      "upper95": 1.0
    },
    {
      "form": "smooth",
      "value": 8.792518956453387,
      "referenceValue": 8.495484642349254,
      "logEffect": -0.014896174405442289,
      "rr": 0.9852142247457139,
      "lower95": 0.9820357289876238,
      "upper95": 0.988403008149137
    },
    {
      "form": "smooth",
      "value": 9.104704097116842,
      "referenceValue": 8.495484642349254,
      "logEffect": -0.03087486189006636,
      "rr": 0.9695968990079581,
      "lower95": 0.963645178542892,
      "upper95": 0.9755853788293547
    },
    {
      "form": "smooth",
      "value": 9.411764705882351,
      "referenceValue": 8.495484642349254,
      "logEffect": -0.046823763043373996,
      "rr": 0.9542555578672701,
      "lower95": 0.9459586543315176,
      "upper95": 0.9626252326684119
    },
    {
      "form": "smooth",
      "value": 9.725158562367865,
      "referenceValue": 8.495484642349254,
      "logEffect": -0.06324556972869952,
      "rr": 0.9387129259039724,
      "lower95": 0.9282476479481077,
      "upper95": 0.9492961918158911
    },
    {
      "form": "smooth",
      "value": 10.02673796791444,
      "referenceValue": 8.495484642349254,
      "logEffect": -0.0790971442659416,
      "rr": 0.9239501636248709,
      "lower95": 0.9114914642026505,
      "upper95": 0.9365791544841363
    },
    {
      "form": "smooth",
      "value": 10.344827586206897,
      "referenceValue": 8.495484642349254,
      "logEffect": -0.09577329924227358,
      "rr": 0.9086699888957319,
      "lower95": 0.8941214493623595,
      "upper95": 0.9234552524252742
    },
    {
      "form": "smooth",
      "value": 10.6951871657754,
      "referenceValue": 8.495484642349254,
      "logEffect": -0.11397236019036194,
      "rr": 0.8922826180632843,
      "lower95": 0.8753967757566508,
      "upper95": 0.9094941774370823
    },
    {
      "form": "smooth",
      "value": 11.041365689157686,
      "referenceValue": 8.495484642349254,
      "logEffect": -0.13165380903182283,
      "rr": 0.8766444289369131,
      "lower95": 0.8574099677801823,
      "upper95": 0.8963103808738918
    },
    {
      "form": "smooth",
      "value": 11.376404494382022,
      "referenceValue": 8.495484642349254,
      "logEffect": -0.14836012442589833,
      "rr": 0.8621205883493616,
      "lower95": 0.8406095366042055,
      "upper95": 0.884182104164973
    },
    {
      "form": "smooth",
      "value": 11.76470588235294,
      "referenceValue": 8.495484642349254,
      "logEffect": -0.16706708488899913,
      "rr": 0.8461428460342589,
      "lower95": 0.8220598437838045,
      "upper95": 0.8709313820749613
    },
    {
      "form": "smooth",
      "value": 12.16,
      "referenceValue": 8.495484642349254,
      "logEffect": -0.18520909425888757,
      "rr": 0.8309305228846787,
      "lower95": 0.8043983012393489,
      "upper95": 0.8583378816161416
    },
    {
      "form": "smooth",
      "value": 12.574850299401197,
      "referenceValue": 8.495484642349254,
      "logEffect": -0.20308217737701245,
      "rr": 0.8162111645769548,
      "lower95": 0.7873951608307665,
      "upper95": 0.8460817367447017
    },
    {
      "form": "smooth",
      "value": 12.980769230769232,
      "referenceValue": 8.495484642349254,
      "logEffect": -0.21939156563626358,
      "rr": 0.803007226550004,
      "lower95": 0.7722637892582582,
      "upper95": 0.8349745447871705
    },
    {
      "form": "smooth",
      "value": 13.409961685823754,
      "referenceValue": 8.495484642349254,
      "logEffect": -0.23543405418605357,
      "rr": 0.7902277735042826,
      "lower95": 0.7577488054963656,
      "upper95": 0.8240988695567544
    },
    {
      "form": "smooth",
      "value": 13.92156862745098,
      "referenceValue": 8.495484642349254,
      "logEffect": -0.2530398716980528,
      "rr": 0.7764369233479936,
      "lower95": 0.7422430722058074,
      "upper95": 0.8122060259134896
    },
    {
      "form": "smooth",
      "value": 14.495798319327733,
      "referenceValue": 8.495484642349254,
      "logEffect": -0.2709765996654756,
      "rr": 0.7626343420949918,
      "lower95": 0.7268933142505509,
      "upper95": 0.800132740720445
    },
    {
      "form": "smooth",
      "value": 15.160349854227404,
      "referenceValue": 8.495484642349254,
      "logEffect": -0.2895418073570068,
      "rr": 0.7486064949976603,
      "lower95": 0.7114519497291116,
      "upper95": 0.787701382456062
    },
    {
      "form": "smooth",
      "value": 15.847860538827256,
      "referenceValue": 8.495484642349254,
      "logEffect": -0.3065402237802949,
      "rr": 0.7359889133276053,
      "lower95": 0.6976553929217129,
      "upper95": 0.7764287154330558
    },
    {
      "form": "smooth",
      "value": 16.601243098090087,
      "referenceValue": 8.495484642349254,
      "logEffect": -0.32293044444490254,
      "rr": 0.7240242125225563,
      "lower95": 0.684564837203347,
      "upper95": 0.765758087225846
    },
    {
      "form": "smooth",
      "value": 17.457466310745183,
      "referenceValue": 8.495484642349254,
      "logEffect": -0.3391917292207503,
      "rr": 0.7123458584790536,
      "lower95": 0.6716216244496299,
      "upper95": 0.7555394341391052
    },
    {
      "form": "smooth",
      "value": 18.504757190782612,
      "referenceValue": 8.495484642349254,
      "logEffect": -0.35645122832448006,
      "rr": 0.7001566184483196,
      "lower95": 0.6576547773636885,
      "upper95": 0.7454051992477058
    },
    {
      "form": "smooth",
      "value": 19.741100323624597,
      "referenceValue": 8.495484642349254,
      "logEffect": -0.3744269191517907,
      "rr": 0.6876832639957318,
      "lower95": 0.6425158348305657,
      "upper95": 0.7360258626225629
    },
    {
      "form": "smooth",
      "value": 21.28463476070529,
      "referenceValue": 8.495484642349254,
      "logEffect": -0.395595500392315,
      "rr": 0.6732789819479421,
      "lower95": 0.6238962192148185,
      "upper95": 0.7265704993425782
    },
    {
      "form": "smooth",
      "value": 23.616236162361623,
      "referenceValue": 8.495484642349254,
      "logEffect": -0.4274874197341353,
      "rr": 0.6521456061096416,
      "lower95": 0.5952659772692482,
      "upper95": 0.714460271220481
    },
    {
      "form": "smooth",
      "value": 40.37656903765691,
      "referenceValue": 8.495484642349254,
      "logEffect": -0.6567372322541382,
      "rr": 0.5185404544598781,
      "lower95": 0.4124025284655169,
      "upper95": 0.6519945547180119
    }
  ],
  "pvalue": 1.3065912349272925e-103,
  "eligibleRows": 135903,
  "developmentRows": 66216,
  "developmentClusters": 162,
  "missingFeatureEligibleRows": 0,
  "zeroCollisionRows": 32000,
  "incrementalDf": 9,
  "qvalue": 5.22636493970917e-103,
  "decision": "retained for joint testing",
  "reason": "All declared research shortlist gates passed; joint incremental value and promotion untested.",
  "gates": {
    "primaryFDR": true,
    "meanGainAtLeast1Percent": true,
    "positiveTemporal": true,
    "positiveSpatial": true,
    "sevenGeographies": true,
    "positiveConditionalIntervals": true,
    "supportedHoldoutBands": true,
    "exposureSensitivityPositive": true
  },
  "temporalGain": 0.042926718930088814,
  "spatialGain": 0.04558271354786292,
  "meanGain": 0.044254716238975866,
  "positiveRegions": 8,
  "bestDevelopmentForm": "smooth",
  "bestDevelopmentMeanGain": 0.048376870475776934,
  "sensitivityGains": {
    "benchmark": 0.04346826675488413,
    "length": 0.041614358580145616,
    "counted_routes": 0.01069619600164784
  }
}
