{
  "feature": "no_car",
  "metadata": {
    "id": "no_car",
    "label": "Households without a car or van",
    "family": "Housing and vehicles",
    "source": "ts045",
    "numerator": [
      4
    ],
    "denominator": [
      3
    ],
    "unit": "%",
    "role": "candidate",
    "note": "Household availability, not distance driven.",
    "status": "complete",
    "zeroBand": false,
    "comparability": "Common source and calculation across England and Wales",
    "direction": "Higher band = higher feature value; collision-risk direction has not been tested",
    "observationPeriod": "2021-03-21",
    "geographicResolution": "LSOA2021, England and Wales",
    "licence": "Open Government Licence v3.0",
    "sourceStatus": "Frozen archived input",
    "numeratorColumns": [
      {
        "column": "Number of cars or vans: No cars or vans in household",
        "weight": 1
      }
    ],
    "denominatorColumns": [
      "Number of cars or vans: Total: All households"
    ],
    "releasedAt": "2023-01-06T00:00:00.000Z",
    "sourceUrl": "https://www.nomisweb.co.uk/output/census/2021/census2021-ts045.zip",
    "validCount": 35672,
    "missingCount": 0,
    "bandScheme": "Combined E&W deciles",
    "sourceVersion": "ew-v1",
    "phase": "Original 1\u20132",
    "mileageAllocationUse": "No direct use identified in current pilot; nationwide allocation audit pending",
    "bandedCount": 35672,
    "bandsWithheld": false,
    "releaseDecision": "banded",
    "definition": "100 \u00d7 (Number of cars or vans: No cars or vans in household) / (Number of cars or vans: Total: All households)",
    "denominatorDefinition": "Number of cars or vans: Total: All households",
    "qualityFlags": [
      "banded",
      "retrospective_mixed_vintage",
      "not_claims_validated"
    ],
    "featureFreezeVersion": "ew-v4",
    "frozenBandsAvailableFrom": "2026-10-12",
    "historicalAsOf2022Eligible": false,
    "claimsValidation": false,
    "predictiveValidation": false,
    "sourceRegisterUrl": "/research/ew-deciles/v1/source-register.json",
    "readiness": "calculated research feature; prediction untested",
    "historicalForecastEligibility": "Exact archived edition and these bands were frozen on 2026-10-12. Historical as-of availability is not certified. Retrospective research only until the forecast-origin audit passes."
  },
  "tested": true,
  "screeningFamily": "novel candidate",
  "nationalLSOAs": 35672,
  "nationalNumericLSOAs": 35672,
  "nationalBandedLSOAs": 35672,
  "metrics": [
    {
      "feature": "no_car",
      "form": "linear",
      "scenario": "fitted",
      "sample": "temporal_2023",
      "rows": 33108,
      "lsoas": 33108,
      "zeroRows": 7587,
      "observed": 92703,
      "expected": 97432.49783457784,
      "baseExpected": 97536.70796420943,
      "oe": 0.9514587233244534,
      "baseDeviance": 70909.04750319224,
      "featureDeviance": 65414.104068021436,
      "gain": 0.07749283947049812,
      "lower95": 0.06663256741277913,
      "upper95": 0.08984215792305292,
      "blocks": 162,
      "unsupportedRows": 0,
      "conditionalFixedPredictions": true
    },
    {
      "feature": "no_car",
      "form": "linear",
      "scenario": "fitted",
      "sample": "region_East Midlands",
      "rows": 5694,
      "lsoas": 2847,
      "zeroRows": 1329,
      "observed": 15424,
      "expected": 16116.284930422127,
      "baseExpected": 17021.64703151101,
      "oe": 0.9570443850173357,
      "baseDeviance": 12138.542212109733,
      "featureDeviance": 11085.558436271982,
      "gain": 0.08674713630663711,
      "lower95": 0.04825171228990772,
      "upper95": 0.13813658770154771,
      "blocks": 10,
      "unsupportedRows": 0,
      "conditionalFixedPredictions": true
    },
    {
      "feature": "no_car",
      "form": "linear",
      "scenario": "fitted",
      "sample": "region_East of England",
      "rows": 7516,
      "lsoas": 3758,
      "zeroRows": 1855,
      "observed": 19512,
      "expected": 18390.008317559303,
      "baseExpected": 20100.94779254876,
      "oe": 1.0610109393680582,
      "baseDeviance": 15230.34429048094,
      "featureDeviance": 14459.76335317405,
      "gain": 0.05059510951361146,
      "lower95": 0.025186354863588133,
      "upper95": 0.06982612407799174,
      "blocks": 11,
      "unsupportedRows": 0,
      "conditionalFixedPredictions": true
    },
    {
      "feature": "no_car",
      "form": "linear",
      "scenario": "fitted",
      "sample": "region_London",
      "rows": 9984,
      "lsoas": 4992,
      "zeroRows": 1285,
      "observed": 44761,
      "expected": 23658.04292494646,
      "baseExpected": 19401.836357881293,
      "oe": 1.8919992723828103,
      "baseDeviance": 54847.2022543594,
      "featureDeviance": 41386.336018520815,
      "gain": 0.24542484725861613,
      "lower95": 0.18136709021059044,
      "upper95": 0.3020512872701492,
      "blocks": 32,
      "unsupportedRows": 0,
      "conditionalFixedPredictions": true
    },
    {
      "feature": "no_car",
      "form": "linear",
      "scenario": "fitted",
      "sample": "region_North East",
      "rows": 3364,
      "lsoas": 1682,
      "zeroRows": 1051,
      "observed": 6143,
      "expected": 10587.994371664692,
      "baseExpected": 9069.709855096766,
      "oe": 0.5801854236379018,
      "baseDeviance": 6671.946492096479,
      "featureDeviance": 7575.5009531690375,
      "gain": -0.13542591538210025,
      "lower95": -0.24980222193572207,
      "upper95": -0.05716765576865833,
      "blocks": 12,
      "unsupportedRows": 0,
      "conditionalFixedPredictions": true
    },
    {
      "feature": "no_car",
      "form": "linear",
      "scenario": "fitted",
      "sample": "region_North West",
      "rows": 9134,
      "lsoas": 4567,
      "zeroRows": 2548,
      "observed": 19780,
      "expected": 22936.444794250965,
      "baseExpected": 22100.983328022263,
      "oe": 0.8623829969044666,
      "baseDeviance": 17000.80673822677,
      "featureDeviance": 16481.908146094258,
      "gain": 0.030521998168813624,
      "lower95": -0.0004126268350240599,
      "upper95": 0.060235575755461575,
      "blocks": 23,
      "unsupportedRows": 0,
      "conditionalFixedPredictions": true
    },
    {
      "feature": "no_car",
      "form": "linear",
      "scenario": "fitted",
      "sample": "region_South East",
      "rows": 10474,
      "lsoas": 5237,
      "zeroRows": 2230,
      "observed": 31545,
      "expected": 22750.530562323984,
      "baseExpected": 25779.526736701682,
      "oe": 1.38656107001918,
      "baseDeviance": 24290.31978857296,
      "featureDeviance": 24289.993297081317,
      "gain": 1.3441218332466143e-05,
      "lower95": -0.05130546939843617,
      "upper95": 0.06425387189621254,
      "blocks": 18,
      "unsupportedRows": 0,
      "conditionalFixedPredictions": true
    },
    {
      "feature": "no_car",
      "form": "linear",
      "scenario": "fitted",
      "sample": "region_South West",
      "rows": 4736,
      "lsoas": 2368,
      "zeroRows": 1062,
      "observed": 12957,
      "expected": 11917.666770483564,
      "baseExpected": 12632.637786331881,
      "oe": 1.0872094554691316,
      "baseDeviance": 8907.11887715092,
      "featureDeviance": 8644.511415107405,
      "gain": 0.029482873829962286,
      "lower95": -0.011817009566512132,
      "upper95": 0.05779509295287991,
      "blocks": 9,
      "unsupportedRows": 0,
      "conditionalFixedPredictions": true
    },
    {
      "feature": "no_car",
      "form": "linear",
      "scenario": "fitted",
      "sample": "region_Wales",
      "rows": 3832,
      "lsoas": 1916,
      "zeroRows": 1262,
      "observed": 6459,
      "expected": 10750.58091627275,
      "baseExpected": 10869.3468645565,
      "oe": 0.6008047425812363,
      "baseDeviance": 9675.803441414108,
      "featureDeviance": 9141.3054870826,
      "gain": 0.05524067924362375,
      "lower95": 0.007305965027685488,
      "upper95": 0.10091382647400803,
      "blocks": 22,
      "unsupportedRows": 0,
      "conditionalFixedPredictions": true
    },
    {
      "feature": "no_car",
      "form": "linear",
      "scenario": "fitted",
      "sample": "region_West Midlands",
      "rows": 5754,
      "lsoas": 2877,
      "zeroRows": 1392,
      "observed": 14285,
      "expected": 15305.014366838319,
      "baseExpected": 15173.774457228603,
      "oe": 0.9333542365665201,
      "baseDeviance": 11694.784302533519,
      "featureDeviance": 10173.686458114526,
      "gain": 0.13006634454040056,
      "lower95": 0.08714760825530077,
      "upper95": 0.15920901715945104,
      "blocks": 12,
      "unsupportedRows": 0,
      "conditionalFixedPredictions": true
    },
    {
      "feature": "no_car",
      "form": "linear",
      "scenario": "fitted",
      "sample": "region_Yorkshire and The Humber",
      "rows": 5728,
      "lsoas": 2864,
      "zeroRows": 1087,
      "observed": 16748,
      "expected": 14240.094596512032,
      "baseExpected": 13382.505050153019,
      "oe": 1.176115782552614,
      "baseDeviance": 12546.93837453988,
      "featureDeviance": 10961.878485388552,
      "gain": 0.1263304115980769,
      "lower95": 0.09002149908074508,
      "upper95": 0.15570581538579845,
      "blocks": 13,
      "unsupportedRows": 0,
      "conditionalFixedPredictions": true
    },
    {
      "feature": "no_car",
      "form": "linear",
      "scenario": "fitted",
      "sample": "spatial_pooled",
      "rows": 66216,
      "lsoas": 33108,
      "zeroRows": 15101,
      "observed": 187614,
      "expected": 166652.6625512742,
      "baseExpected": 165532.91526003176,
      "oe": 1.1257785931999533,
      "baseDeviance": 173003.8067714847,
      "featureDeviance": 154200.44205000455,
      "gain": 0.10868757787692451,
      "lower95": 0.07511913672649517,
      "upper95": 0.13992381173590074,
      "blocks": 162,
      "unsupportedRows": 0,
      "conditionalFixedPredictions": true
    },
    {
      "feature": "no_car",
      "form": "linear",
      "scenario": "fitted",
      "sample": "diagnostic_2024",
      "rows": 34844,
      "lsoas": 34844,
      "zeroRows": 8432,
      "observed": 92494,
      "expected": 98465.34686186133,
      "baseExpected": 98730.62453805192,
      "oe": 0.9393558540931296,
      "baseDeviance": 72161.99967063732,
      "featureDeviance": 66662.2419636645,
      "gain": 0.07621404246105812,
      "lower95": 0.06525782422847552,
      "upper95": 0.08836781500753393,
      "blocks": 169,
      "unsupportedRows": 0,
      "conditionalFixedPredictions": true
    },
    {
      "feature": "no_car",
      "form": "linear",
      "scenario": "fitted",
      "sample": "diagnostic_2025",
      "rows": 34843,
      "lsoas": 34843,
      "zeroRows": 8467,
      "observed": 92791,
      "expected": 99812.36660647212,
      "baseExpected": 100097.08544166648,
      "oe": 0.929654341989955,
      "baseDeviance": 71788.98081332492,
      "featureDeviance": 65960.22099049285,
      "gain": 0.08119295965475226,
      "lower95": 0.06977108272024765,
      "upper95": 0.09341150392876164,
      "blocks": 169,
      "unsupportedRows": 0,
      "conditionalFixedPredictions": true
    },
    {
      "feature": "no_car",
      "form": "smooth",
      "scenario": "fitted",
      "sample": "temporal_2023",
      "rows": 33108,
      "lsoas": 33108,
      "zeroRows": 7587,
      "observed": 92703,
      "expected": 97416.97662986492,
      "baseExpected": 97536.70796420943,
      "oe": 0.9516103168775639,
      "baseDeviance": 70909.04750319224,
      "featureDeviance": 65271.27071369275,
      "gain": 0.07950715723893609,
      "lower95": 0.0682392931158684,
      "upper95": 0.09184124206502421,
      "blocks": 162,
      "unsupportedRows": 0,
      "conditionalFixedPredictions": true
    },
    {
      "feature": "no_car",
      "form": "smooth",
      "scenario": "fitted",
      "sample": "region_East Midlands",
      "rows": 5694,
      "lsoas": 2847,
      "zeroRows": 1329,
      "observed": 15424,
      "expected": 16158.943228535907,
      "baseExpected": 17021.64703151101,
      "oe": 0.9545178655471707,
      "baseDeviance": 12138.542212109733,
      "featureDeviance": 11033.81897558019,
      "gain": 0.09100954770560843,
      "lower95": 0.05128068467196648,
      "upper95": 0.1431199324373292,
      "blocks": 10,
      "unsupportedRows": 0,
      "conditionalFixedPredictions": true
    },
    {
      "feature": "no_car",
      "form": "smooth",
      "scenario": "fitted",
      "sample": "region_East of England",
      "rows": 7516,
      "lsoas": 3758,
      "zeroRows": 1855,
      "observed": 19512,
      "expected": 18350.59480109444,
      "baseExpected": 20100.94779254876,
      "oe": 1.0632897849630625,
      "baseDeviance": 15230.34429048094,
      "featureDeviance": 14475.81010278751,
      "gain": 0.04954150564836668,
      "lower95": 0.023203502429148808,
      "upper95": 0.0689231356156576,
      "blocks": 11,
      "unsupportedRows": 0,
      "conditionalFixedPredictions": true
    },
    {
      "feature": "no_car",
      "form": "smooth",
      "scenario": "fitted",
      "sample": "region_London",
      "rows": 9984,
      "lsoas": 4992,
      "zeroRows": 1285,
      "observed": 44761,
      "expected": 22934.418534072327,
      "baseExpected": 19401.836357881293,
      "oe": 1.9516954368605943,
      "baseDeviance": 54847.2022543594,
      "featureDeviance": 42813.69094740194,
      "gain": 0.21940064054955521,
      "lower95": 0.16430829342185704,
      "upper95": 0.2682950147399369,
      "blocks": 32,
      "unsupportedRows": 0,
      "conditionalFixedPredictions": true
    },
    {
      "feature": "no_car",
      "form": "smooth",
      "scenario": "fitted",
      "sample": "region_North East",
      "rows": 3364,
      "lsoas": 1682,
      "zeroRows": 1051,
      "observed": 6143,
      "expected": 10675.419839830463,
      "baseExpected": 9069.709855096766,
      "oe": 0.5754340430790549,
      "baseDeviance": 6671.946492096479,
      "featureDeviance": 7650.149011767029,
      "gain": -0.14661426329322613,
      "lower95": -0.2508154020592411,
      "upper95": -0.06851565820251786,
      "blocks": 12,
      "unsupportedRows": 0,
      "conditionalFixedPredictions": true
    },
    {
      "feature": "no_car",
      "form": "smooth",
      "scenario": "fitted",
      "sample": "region_North West",
      "rows": 9134,
      "lsoas": 4567,
      "zeroRows": 2548,
      "observed": 19780,
      "expected": 22876.61407275814,
      "baseExpected": 22100.983328022263,
      "oe": 0.8646384441810538,
      "baseDeviance": 17000.80673822677,
      "featureDeviance": 16466.33357404288,
      "gain": 0.03143810599188279,
      "lower95": 0.0003279587849885038,
      "upper95": 0.06156020432788387,
      "blocks": 23,
      "unsupportedRows": 0,
      "conditionalFixedPredictions": true
    },
    {
      "feature": "no_car",
      "form": "smooth",
      "scenario": "fitted",
      "sample": "region_South East",
      "rows": 10474,
      "lsoas": 5237,
      "zeroRows": 2230,
      "observed": 31545,
      "expected": 22441.780891754468,
      "baseExpected": 25779.526736701682,
      "oe": 1.4056371083985686,
      "baseDeviance": 24290.31978857296,
      "featureDeviance": 24424.029315279113,
      "gain": -0.0055046425024447565,
      "lower95": -0.062303745231592086,
      "upper95": 0.06860046911269041,
      "blocks": 18,
      "unsupportedRows": 0,
      "conditionalFixedPredictions": true
    },
    {
      "feature": "no_car",
      "form": "smooth",
      "scenario": "fitted",
      "sample": "region_South West",
      "rows": 4736,
      "lsoas": 2368,
      "zeroRows": 1062,
      "observed": 12957,
      "expected": 11867.609691676924,
      "baseExpected": 12632.637786331881,
      "oe": 1.091795259249813,
      "baseDeviance": 8907.11887715092,
      "featureDeviance": 8638.937895195666,
      "gain": 0.030108611511092342,
      "lower95": -0.01110105984119069,
      "upper95": 0.061753471141956326,
      "blocks": 9,
      "unsupportedRows": 0,
      "conditionalFixedPredictions": true
    },
    {
      "feature": "no_car",
      "form": "smooth",
      "scenario": "fitted",
      "sample": "region_Wales",
      "rows": 3832,
      "lsoas": 1916,
      "zeroRows": 1262,
      "observed": 6459,
      "expected": 10900.072090252012,
      "baseExpected": 10869.3468645565,
      "oe": 0.5925648882429242,
      "baseDeviance": 9675.803441414108,
      "featureDeviance": 9226.900408705325,
      "gain": 0.046394393543320644,
      "lower95": -0.006581088446997707,
      "upper95": 0.09359803633143014,
      "blocks": 22,
      "unsupportedRows": 0,
      "conditionalFixedPredictions": true
    },
    {
      "feature": "no_car",
      "form": "smooth",
      "scenario": "fitted",
      "sample": "region_West Midlands",
      "rows": 5754,
      "lsoas": 2877,
      "zeroRows": 1392,
      "observed": 14285,
      "expected": 15244.403610785846,
      "baseExpected": 15173.774457228603,
      "oe": 0.9370651922317879,
      "baseDeviance": 11694.784302533519,
      "featureDeviance": 10089.900698488469,
      "gain": 0.13723071435335266,
      "lower95": 0.09372830629336687,
      "upper95": 0.1641202930689202,
      "blocks": 12,
      "unsupportedRows": 0,
      "conditionalFixedPredictions": true
    },
    {
      "feature": "no_car",
      "form": "smooth",
      "scenario": "fitted",
      "sample": "region_Yorkshire and The Humber",
      "rows": 5728,
      "lsoas": 2864,
      "zeroRows": 1087,
      "observed": 16748,
      "expected": 14316.051732328135,
      "baseExpected": 13382.505050153019,
      "oe": 1.1698756272429571,
      "baseDeviance": 12546.93837453988,
      "featureDeviance": 10936.678202629855,
      "gain": 0.12833889223346706,
      "lower95": 0.09453290125131335,
      "upper95": 0.15673999554092388,
      "blocks": 13,
      "unsupportedRows": 0,
      "conditionalFixedPredictions": true
    },
    {
      "feature": "no_car",
      "form": "smooth",
      "scenario": "fitted",
      "sample": "spatial_pooled",
      "rows": 66216,
      "lsoas": 33108,
      "zeroRows": 15101,
      "observed": 187614,
      "expected": 165765.90849308867,
      "baseExpected": 165532.91526003176,
      "oe": 1.1318008733250615,
      "baseDeviance": 173003.8067714847,
      "featureDeviance": 155756.24913187796,
      "gain": 0.09969467124147446,
      "lower95": 0.06964289953566491,
      "upper95": 0.12841200918206566,
      "blocks": 162,
      "unsupportedRows": 0,
      "conditionalFixedPredictions": true
    },
    {
      "feature": "no_car",
      "form": "smooth",
      "scenario": "fitted",
      "sample": "diagnostic_2024",
      "rows": 34844,
      "lsoas": 34844,
      "zeroRows": 8432,
      "observed": 92494,
      "expected": 98454.92182356546,
      "baseExpected": 98730.62453805192,
      "oe": 0.939455319112968,
      "baseDeviance": 72161.99967063732,
      "featureDeviance": 66470.31730237282,
      "gain": 0.07887367858765759,
      "lower95": 0.06792208267661261,
      "upper95": 0.09104171467885636,
      "blocks": 169,
      "unsupportedRows": 0,
      "conditionalFixedPredictions": true
    },
    {
      "feature": "no_car",
      "form": "smooth",
      "scenario": "fitted",
      "sample": "diagnostic_2025",
      "rows": 34843,
      "lsoas": 34843,
      "zeroRows": 8467,
      "observed": 92791,
      "expected": 99805.58433273093,
      "baseExpected": 100097.08544166648,
      "oe": 0.929717516513447,
      "baseDeviance": 71788.98081332492,
      "featureDeviance": 65871.80758457401,
      "gain": 0.08242453314858322,
      "lower95": 0.0713518043694156,
      "upper95": 0.09449979468661426,
      "blocks": 169,
      "unsupportedRows": 0,
      "conditionalFixedPredictions": true
    },
    {
      "feature": "no_car",
      "form": "categorical",
      "scenario": "fitted",
      "sample": "temporal_2023",
      "rows": 33108,
      "lsoas": 33108,
      "zeroRows": 7587,
      "observed": 92703,
      "expected": 97403.83122086652,
      "baseExpected": 97536.70796420943,
      "oe": 0.9517387441341273,
      "baseDeviance": 70909.04750319224,
      "featureDeviance": 65908.81831816313,
      "gain": 0.07051609577471762,
      "lower95": 0.0605803104133954,
      "upper95": 0.08094393619958752,
      "blocks": 162,
      "unsupportedRows": 0,
      "conditionalFixedPredictions": true
    },
    {
      "feature": "no_car",
      "form": "categorical",
      "scenario": "fitted",
      "sample": "region_East Midlands",
      "rows": 5694,
      "lsoas": 2847,
      "zeroRows": 1329,
      "observed": 15424,
      "expected": 16264.816098812666,
      "baseExpected": 17021.64703151101,
      "oe": 0.9483046046322008,
      "baseDeviance": 12138.542212109733,
      "featureDeviance": 11073.932896872924,
      "gain": 0.08770487399835591,
      "lower95": 0.047932892828646705,
      "upper95": 0.13599483794856734,
      "blocks": 10,
      "unsupportedRows": 0,
      "conditionalFixedPredictions": true
    },
    {
      "feature": "no_car",
      "form": "categorical",
      "scenario": "fitted",
      "sample": "region_East of England",
      "rows": 7516,
      "lsoas": 3758,
      "zeroRows": 1855,
      "observed": 19512,
      "expected": 18361.546969333554,
      "baseExpected": 20100.94779254876,
      "oe": 1.0626555612437159,
      "baseDeviance": 15230.34429048094,
      "featureDeviance": 14478.556352126252,
      "gain": 0.049361191317556785,
      "lower95": 0.021945662854712993,
      "upper95": 0.06864066244726152,
      "blocks": 11,
      "unsupportedRows": 0,
      "conditionalFixedPredictions": true
    },
    {
      "feature": "no_car",
      "form": "categorical",
      "scenario": "fitted",
      "sample": "region_London",
      "rows": 9984,
      "lsoas": 4992,
      "zeroRows": 1285,
      "observed": 44761,
      "expected": 21555.440325550335,
      "baseExpected": 19401.836357881293,
      "oe": 2.0765523377846935,
      "baseDeviance": 54847.2022543594,
      "featureDeviance": 46605.86387339681,
      "gain": 0.15025995934564818,
      "lower95": 0.11839727681093054,
      "upper95": 0.17725396985664796,
      "blocks": 32,
      "unsupportedRows": 0,
      "conditionalFixedPredictions": true
    },
    {
      "feature": "no_car",
      "form": "categorical",
      "scenario": "fitted",
      "sample": "region_North East",
      "rows": 3364,
      "lsoas": 1682,
      "zeroRows": 1051,
      "observed": 6143,
      "expected": 10673.376455806298,
      "baseExpected": 9069.709855096766,
      "oe": 0.5755442080990425,
      "baseDeviance": 6671.946492096479,
      "featureDeviance": 7705.807823461039,
      "gain": -0.1549564782315418,
      "lower95": -0.24433325851236906,
      "upper95": -0.08386013421108125,
      "blocks": 12,
      "unsupportedRows": 0,
      "conditionalFixedPredictions": true
    },
    {
      "feature": "no_car",
      "form": "categorical",
      "scenario": "fitted",
      "sample": "region_North West",
      "rows": 9134,
      "lsoas": 4567,
      "zeroRows": 2548,
      "observed": 19780,
      "expected": 22999.99960002183,
      "baseExpected": 22100.983328022263,
      "oe": 0.8600000149557058,
      "baseDeviance": 17000.80673822677,
      "featureDeviance": 16610.379385324213,
      "gain": 0.022965225057506755,
      "lower95": -0.015541183904415135,
      "upper95": 0.05364505034473661,
      "blocks": 23,
      "unsupportedRows": 0,
      "conditionalFixedPredictions": true
    },
    {
      "feature": "no_car",
      "form": "categorical",
      "scenario": "fitted",
      "sample": "region_South East",
      "rows": 10474,
      "lsoas": 5237,
      "zeroRows": 2230,
      "observed": 31545,
      "expected": 22600.433019142336,
      "baseExpected": 25779.526736701682,
      "oe": 1.3957697170351429,
      "baseDeviance": 24290.31978857296,
      "featureDeviance": 24431.375228800796,
      "gain": -0.00580706394380992,
      "lower95": -0.06137869932198522,
      "upper95": 0.06637257220898578,
      "blocks": 18,
      "unsupportedRows": 0,
      "conditionalFixedPredictions": true
    },
    {
      "feature": "no_car",
      "form": "categorical",
      "scenario": "fitted",
      "sample": "region_South West",
      "rows": 4736,
      "lsoas": 2368,
      "zeroRows": 1062,
      "observed": 12957,
      "expected": 11916.614437864831,
      "baseExpected": 12632.637786331881,
      "oe": 1.0873054647827962,
      "baseDeviance": 8907.11887715092,
      "featureDeviance": 8636.586200183287,
      "gain": 0.03037263571968496,
      "lower95": -0.01243415497527926,
      "upper95": 0.05957809839028897,
      "blocks": 9,
      "unsupportedRows": 0,
      "conditionalFixedPredictions": true
    },
    {
      "feature": "no_car",
      "form": "categorical",
      "scenario": "fitted",
      "sample": "region_Wales",
      "rows": 3832,
      "lsoas": 1916,
      "zeroRows": 1262,
      "observed": 6459,
      "expected": 10947.605631120587,
      "baseExpected": 10869.3468645565,
      "oe": 0.5899920236109988,
      "baseDeviance": 9675.803441414108,
      "featureDeviance": 9311.623831623368,
      "gain": 0.0376381777488356,
      "lower95": -0.004848702398902371,
      "upper95": 0.0732807634126654,
      "blocks": 22,
      "unsupportedRows": 0,
      "conditionalFixedPredictions": true
    },
    {
      "feature": "no_car",
      "form": "categorical",
      "scenario": "fitted",
      "sample": "region_West Midlands",
      "rows": 5754,
      "lsoas": 2877,
      "zeroRows": 1392,
      "observed": 14285,
      "expected": 15195.129591343473,
      "baseExpected": 15173.774457228603,
      "oe": 0.9401038611831276,
      "baseDeviance": 11694.784302533519,
      "featureDeviance": 10185.510468049364,
      "gain": 0.12905529468869215,
      "lower95": 0.09229517796057586,
      "upper95": 0.15180667439775597,
      "blocks": 12,
      "unsupportedRows": 0,
      "conditionalFixedPredictions": true
    },
    {
      "feature": "no_car",
      "form": "categorical",
      "scenario": "fitted",
      "sample": "region_Yorkshire and The Humber",
      "rows": 5728,
      "lsoas": 2864,
      "zeroRows": 1087,
      "observed": 16748,
      "expected": 14295.310492883023,
      "baseExpected": 13382.505050153019,
      "oe": 1.1715730139851148,
      "baseDeviance": 12546.93837453988,
      "featureDeviance": 11005.824593204634,
      "gain": 0.12282787524185657,
      "lower95": 0.09114390355669907,
      "upper95": 0.15515903470719747,
      "blocks": 13,
      "unsupportedRows": 0,
      "conditionalFixedPredictions": true
    },
    {
      "feature": "no_car",
      "form": "categorical",
      "scenario": "fitted",
      "sample": "spatial_pooled",
      "rows": 66216,
      "lsoas": 33108,
      "zeroRows": 15101,
      "observed": 187614,
      "expected": 164810.27262187895,
      "baseExpected": 165532.91526003176,
      "oe": 1.1383635074158223,
      "baseDeviance": 173003.8067714847,
      "featureDeviance": 160045.4606530427,
      "gain": 0.07490208660875453,
      "lower95": 0.05226288898267259,
      "upper95": 0.09518224789422168,
      "blocks": 162,
      "unsupportedRows": 0,
      "conditionalFixedPredictions": true
    },
    {
      "feature": "no_car",
      "form": "categorical",
      "scenario": "fitted",
      "sample": "diagnostic_2024",
      "rows": 34844,
      "lsoas": 34844,
      "zeroRows": 8432,
      "observed": 92494,
      "expected": 98509.323565828,
      "baseExpected": 98730.62453805192,
      "oe": 0.9389365052150793,
      "baseDeviance": 72161.99967063732,
      "featureDeviance": 67075.17590432026,
      "gain": 0.07049172403113002,
      "lower95": 0.060238526576201504,
      "upper95": 0.08143544691887741,
      "blocks": 169,
      "unsupportedRows": 0,
      "conditionalFixedPredictions": true
    },
    {
      "feature": "no_car",
      "form": "categorical",
      "scenario": "fitted",
      "sample": "diagnostic_2025",
      "rows": 34843,
      "lsoas": 34843,
      "zeroRows": 8467,
      "observed": 92791,
      "expected": 99876.93564316112,
      "baseExpected": 100097.08544166648,
      "oe": 0.9290533335095738,
      "baseDeviance": 71788.98081332492,
      "featureDeviance": 66574.11011335603,
      "gain": 0.07264165949826307,
      "lower95": 0.06264882522564182,
      "upper95": 0.08407193874908296,
      "blocks": 169,
      "unsupportedRows": 0,
      "conditionalFixedPredictions": true
    },
    {
      "feature": "no_car",
      "form": "categorical",
      "scenario": "benchmark",
      "sample": "temporal_2023",
      "rows": 33108,
      "lsoas": 33108,
      "zeroRows": 7587,
      "observed": 92703,
      "expected": 97149.89689793141,
      "baseExpected": 97285.25165385114,
      "oe": 0.9542264372899597,
      "baseDeviance": 72256.19871382597,
      "featureDeviance": 67002.61124039264,
      "gain": 0.07270777548429319,
      "lower95": 0.06235172748349463,
      "upper95": 0.0830305411530509,
      "blocks": 162,
      "unsupportedRows": 0,
      "conditionalFixedPredictions": true
    },
    {
      "feature": "no_car",
      "form": "categorical",
      "scenario": "benchmark",
      "sample": "diagnostic_2024",
      "rows": 34844,
      "lsoas": 34844,
      "zeroRows": 8432,
      "observed": 92494,
      "expected": 98632.17632232745,
      "baseExpected": 98847.55877588826,
      "oe": 0.9377669990544664,
      "baseDeviance": 73564.52719010701,
      "featureDeviance": 68215.42865912801,
      "gain": 0.07271301448258816,
      "lower95": 0.06257032265117277,
      "upper95": 0.08364936949554312,
      "blocks": 169,
      "unsupportedRows": 0,
      "conditionalFixedPredictions": true
    },
    {
      "feature": "no_car",
      "form": "categorical",
      "scenario": "benchmark",
      "sample": "diagnostic_2025",
      "rows": 34843,
      "lsoas": 34843,
      "zeroRows": 8467,
      "observed": 92791,
      "expected": 100026.485308359,
      "baseExpected": 100248.78404676483,
      "oe": 0.9276643052482186,
      "baseDeviance": 73149.12509223106,
      "featureDeviance": 67654.28679237289,
      "gain": 0.07511830514623274,
      "lower95": 0.06512870206149199,
      "upper95": 0.08653970789116648,
      "blocks": 169,
      "unsupportedRows": 0,
      "conditionalFixedPredictions": true
    },
    {
      "feature": "no_car",
      "form": "categorical",
      "scenario": "length",
      "sample": "temporal_2023",
      "rows": 33108,
      "lsoas": 33108,
      "zeroRows": 7587,
      "observed": 92703,
      "expected": 97006.48711239343,
      "baseExpected": 97140.95635029627,
      "oe": 0.955637120356628,
      "baseDeviance": 73771.73481377443,
      "featureDeviance": 68616.75887299652,
      "gain": 0.06987738533993892,
      "lower95": 0.06003675968436079,
      "upper95": 0.07966877611174565,
      "blocks": 162,
      "unsupportedRows": 0,
      "conditionalFixedPredictions": true
    },
    {
      "feature": "no_car",
      "form": "categorical",
      "scenario": "length",
      "sample": "diagnostic_2024",
      "rows": 34844,
      "lsoas": 34844,
      "zeroRows": 8432,
      "observed": 92494,
      "expected": 98686.45581079216,
      "baseExpected": 98907.15039662909,
      "oe": 0.9372512087913591,
      "baseDeviance": 75184.10117699776,
      "featureDeviance": 69926.65175037962,
      "gain": 0.06992767545682432,
      "lower95": 0.059750741995990835,
      "upper95": 0.0803015568952749,
      "blocks": 169,
      "unsupportedRows": 0,
      "conditionalFixedPredictions": true
    },
    {
      "feature": "no_car",
      "form": "categorical",
      "scenario": "length",
      "sample": "diagnostic_2025",
      "rows": 34843,
      "lsoas": 34843,
      "zeroRows": 8467,
      "observed": 92791,
      "expected": 100078.35095744788,
      "baseExpected": 100313.28989732909,
      "oe": 0.9271835428169037,
      "baseDeviance": 74708.73022951678,
      "featureDeviance": 69312.52894157909,
      "gain": 0.07222986217754901,
      "lower95": 0.062466241290063264,
      "upper95": 0.08278225077214153,
      "blocks": 169,
      "unsupportedRows": 0,
      "conditionalFixedPredictions": true
    },
    {
      "feature": "no_car",
      "form": "categorical",
      "scenario": "counted_routes",
      "sample": "temporal_2023",
      "rows": 5098,
      "lsoas": 5098,
      "zeroRows": 2530,
      "observed": 6032,
      "expected": 6281.578293409392,
      "baseExpected": 6243.812676283444,
      "oe": 0.960268218948851,
      "baseDeviance": 9233.014031350176,
      "featureDeviance": 9024.080601786478,
      "gain": 0.022628951808616016,
      "lower95": 0.006985946726804765,
      "upper95": 0.03938122580161751,
      "blocks": 159,
      "unsupportedRows": 0,
      "conditionalFixedPredictions": true
    },
    {
      "feature": "no_car",
      "form": "categorical",
      "scenario": "counted_routes",
      "sample": "diagnostic_2024",
      "rows": 6430,
      "lsoas": 6430,
      "zeroRows": 3286,
      "observed": 6863,
      "expected": 6616.150154910798,
      "baseExpected": 6644.032760936374,
      "oe": 1.0373101938906237,
      "baseDeviance": 10665.127727495616,
      "featureDeviance": 10538.910481832785,
      "gain": 0.011834574220562888,
      "lower95": -0.000777552795739783,
      "upper95": 0.02338944688993241,
      "blocks": 168,
      "unsupportedRows": 0,
      "conditionalFixedPredictions": true
    },
    {
      "feature": "no_car",
      "form": "categorical",
      "scenario": "counted_routes",
      "sample": "diagnostic_2025",
      "rows": 6060,
      "lsoas": 6060,
      "zeroRows": 3188,
      "observed": 6133,
      "expected": 6444.98887388654,
      "baseExpected": 6520.340102433249,
      "oe": 0.9515920228891876,
      "baseDeviance": 9570.44385319353,
      "featureDeviance": 9384.21550258868,
      "gain": 0.01945869527699151,
      "lower95": 0.008425919707653839,
      "upper95": 0.030206386765749136,
      "blocks": 166,
      "unsupportedRows": 0,
      "conditionalFixedPredictions": true
    }
  ],
  "effects": [
    {
      "sample": "development",
      "scenario": "fitted",
      "band": "D1",
      "bandValue": 1,
      "referenceBand": "D5",
      "rows": 6394,
      "lsoas": 3197,
      "collisions": 22103,
      "miles": 134507732496.89902,
      "clusters": 129,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": -0.41427142512408294,
      "rr": 0.6608215633469916,
      "lower95": 0.6206313525693528,
      "upper95": 0.7036143707154472
    },
    {
      "sample": "development",
      "scenario": "fitted",
      "band": "D2",
      "bandValue": 2,
      "referenceBand": "D5",
      "rows": 6476,
      "lsoas": 3238,
      "collisions": 18553,
      "miles": 97832548344.09642,
      "clusters": 142,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": -0.2888553345573106,
      "rr": 0.7491205694230192,
      "lower95": 0.7081092829318527,
      "upper95": 0.7925070904439416
    },
    {
      "sample": "development",
      "scenario": "fitted",
      "band": "D3",
      "bandValue": 3,
      "referenceBand": "D5",
      "rows": 6578,
      "lsoas": 3289,
      "collisions": 14697,
      "miles": 64631953499.68576,
      "clusters": 147,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": -0.1858327033816233,
      "rr": 0.8304125085662631,
      "lower95": 0.7926793597273845,
      "upper95": 0.8699418319917824
    },
    {
      "sample": "development",
      "scenario": "fitted",
      "band": "D4",
      "bandValue": 4,
      "referenceBand": "D5",
      "rows": 6612,
      "lsoas": 3306,
      "collisions": 13123,
      "miles": 50336335151.82647,
      "clusters": 148,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": -0.13023361760210933,
      "rr": 0.8778903163316886,
      "lower95": 0.8408499347782283,
      "upper95": 0.9165623681854953
    },
    {
      "sample": "development",
      "scenario": "fitted",
      "band": "D5",
      "bandValue": 5,
      "referenceBand": "D5",
      "rows": 6596,
      "lsoas": 3298,
      "collisions": 13625,
      "miles": 42323492050.285706,
      "clusters": 149,
      "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": 6596,
      "lsoas": 3298,
      "collisions": 13712,
      "miles": 36280441773.547554,
      "clusters": 154,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": 0.0766005675374751,
      "rr": 1.0796107586732802,
      "lower95": 1.0372450793962986,
      "upper95": 1.123706839777422
    },
    {
      "sample": "development",
      "scenario": "fitted",
      "band": "D7",
      "bandValue": 7,
      "referenceBand": "D5",
      "rows": 6584,
      "lsoas": 3292,
      "collisions": 15818,
      "miles": 33475611273.92398,
      "clusters": 155,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": 0.2283609252206568,
      "rr": 1.2565387601286762,
      "lower95": 1.1940104903158937,
      "upper95": 1.3223415275756842
    },
    {
      "sample": "development",
      "scenario": "fitted",
      "band": "D8",
      "bandValue": 8,
      "referenceBand": "D5",
      "rows": 6672,
      "lsoas": 3336,
      "collisions": 17216,
      "miles": 29924299270.50695,
      "clusters": 155,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": 0.33327977450967833,
      "rr": 1.3955376797279782,
      "lower95": 1.3222786978150642,
      "upper95": 1.4728554719656632
    },
    {
      "sample": "development",
      "scenario": "fitted",
      "band": "D9",
      "bandValue": 9,
      "referenceBand": "D5",
      "rows": 6764,
      "lsoas": 3382,
      "collisions": 20770,
      "miles": 29659733973.12298,
      "clusters": 154,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": 0.46045566044564007,
      "rr": 1.584795949325214,
      "lower95": 1.4807344406439245,
      "upper95": 1.6961705840416603
    },
    {
      "sample": "development",
      "scenario": "fitted",
      "band": "D10",
      "bandValue": 10,
      "referenceBand": "D5",
      "rows": 6944,
      "lsoas": 3472,
      "collisions": 37997,
      "miles": 27489652166.10519,
      "clusters": 144,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": 0.834906655990233,
      "rr": 2.304598917742708,
      "lower95": 2.1374585684053713,
      "upper95": 2.484808945617696
    },
    {
      "sample": "year_2022",
      "scenario": "fitted",
      "band": "D1",
      "bandValue": 1,
      "referenceBand": "D5",
      "rows": 3197,
      "lsoas": 3197,
      "collisions": 11180,
      "miles": 66449769130.45482,
      "clusters": 129,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": -0.40830957023325376,
      "rr": 0.6647730530161912,
      "lower95": 0.6221694957390699,
      "upper95": 0.7102939231881031
    },
    {
      "sample": "year_2022",
      "scenario": "fitted",
      "band": "D2",
      "bandValue": 2,
      "referenceBand": "D5",
      "rows": 3238,
      "lsoas": 3238,
      "collisions": 9405,
      "miles": 48284517109.71403,
      "clusters": 142,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": -0.28439328096383665,
      "rr": 0.7524706541221683,
      "lower95": 0.7074339469848433,
      "upper95": 0.8003744911143976
    },
    {
      "sample": "year_2022",
      "scenario": "fitted",
      "band": "D3",
      "bandValue": 3,
      "referenceBand": "D5",
      "rows": 3289,
      "lsoas": 3289,
      "collisions": 7436,
      "miles": 31919592569.062702,
      "clusters": 147,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": -0.1812543316993222,
      "rr": 0.8342231623183144,
      "lower95": 0.7922870236250512,
      "upper95": 0.8783790012919811
    },
    {
      "sample": "year_2022",
      "scenario": "fitted",
      "band": "D4",
      "bandValue": 4,
      "referenceBand": "D5",
      "rows": 3306,
      "lsoas": 3306,
      "collisions": 6596,
      "miles": 24926379229.404068,
      "clusters": 148,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": -0.13478071968322433,
      "rr": 0.8739075213972725,
      "lower95": 0.8337178447767752,
      "upper95": 0.9160345562223221
    },
    {
      "sample": "year_2022",
      "scenario": "fitted",
      "band": "D5",
      "bandValue": 5,
      "referenceBand": "D5",
      "rows": 3298,
      "lsoas": 3298,
      "collisions": 6881,
      "miles": 20948042336.015995,
      "clusters": 149,
      "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": 3298,
      "lsoas": 3298,
      "collisions": 6880,
      "miles": 17963041732.560486,
      "clusters": 154,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": 0.06994984640222993,
      "rr": 1.0724543924591508,
      "lower95": 1.0266505684211709,
      "upper95": 1.1203017455819377
    },
    {
      "sample": "year_2022",
      "scenario": "fitted",
      "band": "D7",
      "bandValue": 7,
      "referenceBand": "D5",
      "rows": 3292,
      "lsoas": 3292,
      "collisions": 8108,
      "miles": 16580224555.585728,
      "clusters": 155,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": 0.24388471005560533,
      "rr": 1.2761971893046766,
      "lower95": 1.2107335623335405,
      "upper95": 1.3452003947508293
    },
    {
      "sample": "year_2022",
      "scenario": "fitted",
      "band": "D8",
      "bandValue": 8,
      "referenceBand": "D5",
      "rows": 3336,
      "lsoas": 3336,
      "collisions": 8725,
      "miles": 14835106685.240767,
      "clusters": 155,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": 0.33713406395373313,
      "rr": 1.4009268649439732,
      "lower95": 1.3252158363903108,
      "upper95": 1.4809633472744836
    },
    {
      "sample": "year_2022",
      "scenario": "fitted",
      "band": "D9",
      "bandValue": 9,
      "referenceBand": "D5",
      "rows": 3382,
      "lsoas": 3382,
      "collisions": 10368,
      "miles": 14695947328.542265,
      "clusters": 154,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": 0.4525454652032398,
      "rr": 1.5723093547555202,
      "lower95": 1.4742539470417633,
      "upper95": 1.6768866123861141
    },
    {
      "sample": "year_2022",
      "scenario": "fitted",
      "band": "D10",
      "bandValue": 10,
      "referenceBand": "D5",
      "rows": 3472,
      "lsoas": 3472,
      "collisions": 19332,
      "miles": 13649579323.419151,
      "clusters": 144,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": 0.8454959061200592,
      "rr": 2.32913255931467,
      "lower95": 2.1589282003813453,
      "upper95": 2.5127553931165836
    },
    {
      "sample": "year_2023",
      "scenario": "fitted",
      "band": "D1",
      "bandValue": 1,
      "referenceBand": "D5",
      "rows": 3197,
      "lsoas": 3197,
      "collisions": 10923,
      "miles": 68057963366.4442,
      "clusters": 129,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": -0.4182455028630194,
      "rr": 0.6582006184515122,
      "lower95": 0.6151391970547382,
      "upper95": 0.7042764567828417
    },
    {
      "sample": "year_2023",
      "scenario": "fitted",
      "band": "D2",
      "bandValue": 2,
      "referenceBand": "D5",
      "rows": 3238,
      "lsoas": 3238,
      "collisions": 9148,
      "miles": 49548031234.382385,
      "clusters": 142,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": -0.2936155702073581,
      "rr": 0.7455630530082273,
      "lower95": 0.7016826980540436,
      "upper95": 0.7921875051964531
    },
    {
      "sample": "year_2023",
      "scenario": "fitted",
      "band": "D3",
      "bandValue": 3,
      "referenceBand": "D5",
      "rows": 3289,
      "lsoas": 3289,
      "collisions": 7261,
      "miles": 32712360930.62305,
      "clusters": 147,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": -0.19005527842203726,
      "rr": 0.8269134222107964,
      "lower95": 0.7848650096307216,
      "upper95": 0.8712145393691224
    },
    {
      "sample": "year_2023",
      "scenario": "fitted",
      "band": "D4",
      "bandValue": 4,
      "referenceBand": "D5",
      "rows": 3306,
      "lsoas": 3306,
      "collisions": 6527,
      "miles": 25409955922.422405,
      "clusters": 148,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": -0.12475066867911201,
      "rr": 0.882716964135975,
      "lower95": 0.8413299022603606,
      "upper95": 0.9261399561337614
    },
    {
      "sample": "year_2023",
      "scenario": "fitted",
      "band": "D5",
      "bandValue": 5,
      "referenceBand": "D5",
      "rows": 3298,
      "lsoas": 3298,
      "collisions": 6744,
      "miles": 21375449714.269707,
      "clusters": 149,
      "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": 3298,
      "lsoas": 3298,
      "collisions": 6832,
      "miles": 18317400040.98707,
      "clusters": 154,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": 0.0839096352167628,
      "rr": 1.0875306149001376,
      "lower95": 1.032335947753512,
      "upper95": 1.1456763090724678
    },
    {
      "sample": "year_2023",
      "scenario": "fitted",
      "band": "D7",
      "bandValue": 7,
      "referenceBand": "D5",
      "rows": 3292,
      "lsoas": 3292,
      "collisions": 7710,
      "miles": 16895386718.338253,
      "clusters": 155,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": 0.21236415821772905,
      "rr": 1.2365981204626653,
      "lower95": 1.1640785816719137,
      "upper95": 1.313635467234103
    },
    {
      "sample": "year_2023",
      "scenario": "fitted",
      "band": "D8",
      "bandValue": 8,
      "referenceBand": "D5",
      "rows": 3336,
      "lsoas": 3336,
      "collisions": 8491,
      "miles": 15089192585.266186,
      "clusters": 155,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": 0.3296240979525323,
      "rr": 1.390445358957548,
      "lower95": 1.3089613914694262,
      "upper95": 1.4770017731968696
    },
    {
      "sample": "year_2023",
      "scenario": "fitted",
      "band": "D9",
      "bandValue": 9,
      "referenceBand": "D5",
      "rows": 3382,
      "lsoas": 3382,
      "collisions": 10402,
      "miles": 14963786644.580715,
      "clusters": 154,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": 0.46928091034177516,
      "rr": 1.5988440675111082,
      "lower95": 1.478820258833556,
      "upper95": 1.728609232221224
    },
    {
      "sample": "year_2023",
      "scenario": "fitted",
      "band": "D10",
      "bandValue": 10,
      "referenceBand": "D5",
      "rows": 3472,
      "lsoas": 3472,
      "collisions": 18665,
      "miles": 13840072842.686035,
      "clusters": 144,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": 0.8238253332411624,
      "rr": 2.2792018895478416,
      "lower95": 2.100064158962647,
      "upper95": 2.473620261146911
    },
    {
      "sample": "region_East Midlands",
      "scenario": "fitted",
      "band": "D1",
      "bandValue": 1,
      "referenceBand": "D5",
      "rows": 656,
      "lsoas": 328,
      "collisions": 2192,
      "miles": 15248426622.752663,
      "clusters": 8,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": true,
      "logEffect": -0.5388827466553957,
      "rr": 0.5833996936527268,
      "lower95": 0.5332343926150048,
      "upper95": 0.6382844153862219
    },
    {
      "sample": "region_East Midlands",
      "scenario": "fitted",
      "band": "D2",
      "bandValue": 2,
      "referenceBand": "D5",
      "rows": 670,
      "lsoas": 335,
      "collisions": 2389,
      "miles": 12013552855.862127,
      "clusters": 10,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": -0.20436232386538397,
      "rr": 0.8151669632287973,
      "lower95": 0.7311634806623258,
      "upper95": 0.9088216185766327
    },
    {
      "sample": "region_East Midlands",
      "scenario": "fitted",
      "band": "D3",
      "bandValue": 3,
      "referenceBand": "D5",
      "rows": 746,
      "lsoas": 373,
      "collisions": 1809,
      "miles": 8435412459.797457,
      "clusters": 10,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": -0.1687845622241973,
      "rr": 0.8446908621055125,
      "lower95": 0.7363618155846396,
      "upper95": 0.968956615380801
    },
    {
      "sample": "region_East Midlands",
      "scenario": "fitted",
      "band": "D4",
      "bandValue": 4,
      "referenceBand": "D5",
      "rows": 710,
      "lsoas": 355,
      "collisions": 1370,
      "miles": 5947998557.239519,
      "clusters": 10,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": -0.17117323386817443,
      "rr": 0.8426755808760628,
      "lower95": 0.7376481627332437,
      "upper95": 0.9626569555513208
    },
    {
      "sample": "region_East Midlands",
      "scenario": "fitted",
      "band": "D5",
      "bandValue": 5,
      "referenceBand": "D5",
      "rows": 618,
      "lsoas": 309,
      "collisions": 1241,
      "miles": 4091997895.141612,
      "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": 530,
      "lsoas": 265,
      "collisions": 1031,
      "miles": 3190671258.479408,
      "clusters": 10,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": 0.07630104338957423,
      "rr": 1.079287437604375,
      "lower95": 0.9364473735762142,
      "upper95": 1.24391546801195
    },
    {
      "sample": "region_East Midlands",
      "scenario": "fitted",
      "band": "D7",
      "bandValue": 7,
      "referenceBand": "D5",
      "rows": 542,
      "lsoas": 271,
      "collisions": 1218,
      "miles": 2942493028.673895,
      "clusters": 10,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": 0.2631544425373593,
      "rr": 1.3010276374456455,
      "lower95": 1.0072073927175662,
      "upper95": 1.680560454218236
    },
    {
      "sample": "region_East Midlands",
      "scenario": "fitted",
      "band": "D8",
      "bandValue": 8,
      "referenceBand": "D5",
      "rows": 514,
      "lsoas": 257,
      "collisions": 1387,
      "miles": 2528123745.1572275,
      "clusters": 9,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": true,
      "logEffect": 0.41779330043430135,
      "rr": 1.5186067466039979,
      "lower95": 1.2410991425592888,
      "upper95": 1.8581645669947036
    },
    {
      "sample": "region_East Midlands",
      "scenario": "fitted",
      "band": "D9",
      "bandValue": 9,
      "referenceBand": "D5",
      "rows": 498,
      "lsoas": 249,
      "collisions": 1587,
      "miles": 2497268902.4350157,
      "clusters": 9,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": true,
      "logEffect": 0.561270886520005,
      "rr": 1.752898820778362,
      "lower95": 1.241622055354024,
      "upper95": 2.4747098061253956
    },
    {
      "sample": "region_East Midlands",
      "scenario": "fitted",
      "band": "D10",
      "bandValue": 10,
      "referenceBand": "D5",
      "rows": 210,
      "lsoas": 105,
      "collisions": 1200,
      "miles": 1237254674.4610744,
      "clusters": 9,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": true,
      "logEffect": 0.8436980576625281,
      "rr": 2.3249488938606535,
      "lower95": 1.7399297330344803,
      "upper95": 3.1066699168573595
    },
    {
      "sample": "region_East of England",
      "scenario": "fitted",
      "band": "D1",
      "bandValue": 1,
      "referenceBand": "D5",
      "rows": 1100,
      "lsoas": 550,
      "collisions": 3537,
      "miles": 21059631084.280895,
      "clusters": 11,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": -0.27123532569157505,
      "rr": 0.7624370542651433,
      "lower95": 0.7070372857231516,
      "upper95": 0.8221776608597805
    },
    {
      "sample": "region_East of England",
      "scenario": "fitted",
      "band": "D2",
      "bandValue": 2,
      "referenceBand": "D5",
      "rows": 1094,
      "lsoas": 547,
      "collisions": 3305,
      "miles": 18222778913.40528,
      "clusters": 11,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": -0.2251058643946489,
      "rr": 0.7984316887976963,
      "lower95": 0.7425107542084797,
      "upper95": 0.8585642134650459
    },
    {
      "sample": "region_East of England",
      "scenario": "fitted",
      "band": "D3",
      "bandValue": 3,
      "referenceBand": "D5",
      "rows": 1004,
      "lsoas": 502,
      "collisions": 2425,
      "miles": 10877215024.145903,
      "clusters": 11,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": -0.1419464067571935,
      "rr": 0.8676677563686056,
      "lower95": 0.7933209118650245,
      "upper95": 0.9489820880579778
    },
    {
      "sample": "region_East of England",
      "scenario": "fitted",
      "band": "D4",
      "bandValue": 4,
      "referenceBand": "D5",
      "rows": 936,
      "lsoas": 468,
      "collisions": 2074,
      "miles": 8223225761.392169,
      "clusters": 11,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": -0.1151545831576858,
      "rr": 0.8912283643631248,
      "lower95": 0.8222687065684791,
      "upper95": 0.9659713316345476
    },
    {
      "sample": "region_East of England",
      "scenario": "fitted",
      "band": "D5",
      "bandValue": 5,
      "referenceBand": "D5",
      "rows": 892,
      "lsoas": 446,
      "collisions": 1703,
      "miles": 5295489031.708404,
      "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": 864,
      "lsoas": 432,
      "collisions": 1732,
      "miles": 4148404635.4349394,
      "clusters": 11,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": 0.13579174650208214,
      "rr": 1.1454433261751316,
      "lower95": 1.0540409046579324,
      "upper95": 1.244771818324209
    },
    {
      "sample": "region_East of England",
      "scenario": "fitted",
      "band": "D7",
      "bandValue": 7,
      "referenceBand": "D5",
      "rows": 628,
      "lsoas": 314,
      "collisions": 1397,
      "miles": 2692842964.289881,
      "clusters": 11,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": 0.27117813606901287,
      "rr": 1.3115086765772475,
      "lower95": 1.1985466927528254,
      "upper95": 1.4351172291725873
    },
    {
      "sample": "region_East of England",
      "scenario": "fitted",
      "band": "D8",
      "bandValue": 8,
      "referenceBand": "D5",
      "rows": 550,
      "lsoas": 275,
      "collisions": 1505,
      "miles": 2465000014.76128,
      "clusters": 11,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": 0.3968038433257589,
      "rr": 1.487064203871609,
      "lower95": 1.2615271827694814,
      "upper95": 1.752922946600021
    },
    {
      "sample": "region_East of England",
      "scenario": "fitted",
      "band": "D9",
      "bandValue": 9,
      "referenceBand": "D5",
      "rows": 304,
      "lsoas": 152,
      "collisions": 937,
      "miles": 1322423093.7089279,
      "clusters": 10,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": 0.4805557574577401,
      "rr": 1.6169727972159182,
      "lower95": 1.3408748654759146,
      "upper95": 1.9499217221946172
    },
    {
      "sample": "region_East of England",
      "scenario": "fitted",
      "band": "D10",
      "bandValue": 10,
      "referenceBand": "D5",
      "rows": 144,
      "lsoas": 72,
      "collisions": 897,
      "miles": 665789476.8723178,
      "clusters": 9,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": true,
      "logEffect": 0.8912651305290361,
      "rr": 2.4382123577557433,
      "lower95": 2.153005641167631,
      "upper95": 2.7612001510078525
    },
    {
      "sample": "region_London",
      "scenario": "fitted",
      "band": "D1",
      "bandValue": 1,
      "referenceBand": "D5",
      "rows": 78,
      "lsoas": 39,
      "collisions": 231,
      "miles": 477158939.9461403,
      "clusters": 12,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": true,
      "logEffect": 0.2013584982144029,
      "rr": 1.2230631591967607,
      "lower95": 0.9403932688535753,
      "upper95": 1.5906999134606508
    },
    {
      "sample": "region_London",
      "scenario": "fitted",
      "band": "D2",
      "bandValue": 2,
      "referenceBand": "D5",
      "rows": 158,
      "lsoas": 79,
      "collisions": 280,
      "miles": 711826124.2314276,
      "clusters": 13,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": -0.24931009540496812,
      "rr": 0.7793382666951524,
      "lower95": 0.6500692589547887,
      "upper95": 0.9343129606097031
    },
    {
      "sample": "region_London",
      "scenario": "fitted",
      "band": "D3",
      "bandValue": 3,
      "referenceBand": "D5",
      "rows": 258,
      "lsoas": 129,
      "collisions": 593,
      "miles": 1278663286.7983923,
      "clusters": 17,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": -0.062273801344598555,
      "rr": 0.9396255808198882,
      "lower95": 0.7766760801246941,
      "upper95": 1.136762486607499
    },
    {
      "sample": "region_London",
      "scenario": "fitted",
      "band": "D4",
      "bandValue": 4,
      "referenceBand": "D5",
      "rows": 418,
      "lsoas": 209,
      "collisions": 915,
      "miles": 2173987450.5320425,
      "clusters": 20,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": -0.15817150503502936,
      "rr": 0.8537033549885565,
      "lower95": 0.6993347293552749,
      "upper95": 1.0421467542311469
    },
    {
      "sample": "region_London",
      "scenario": "fitted",
      "band": "D5",
      "bandValue": 5,
      "referenceBand": "D5",
      "rows": 590,
      "lsoas": 295,
      "collisions": 1721,
      "miles": 3830954029.855412,
      "clusters": 19,
      "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": 654,
      "lsoas": 327,
      "collisions": 1835,
      "miles": 3042445794.245387,
      "clusters": 24,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": 0.07920459150516403,
      "rr": 1.08242575453229,
      "lower95": 0.9646326492440677,
      "upper95": 1.2146027972336981
    },
    {
      "sample": "region_London",
      "scenario": "fitted",
      "band": "D7",
      "bandValue": 7,
      "referenceBand": "D5",
      "rows": 972,
      "lsoas": 486,
      "collisions": 3574,
      "miles": 4754369487.850709,
      "clusters": 25,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": 0.31064909307617594,
      "rr": 1.364310391216176,
      "lower95": 1.1434969051334796,
      "upper95": 1.6277637790048605
    },
    {
      "sample": "region_London",
      "scenario": "fitted",
      "band": "D8",
      "bandValue": 8,
      "referenceBand": "D5",
      "rows": 1216,
      "lsoas": 608,
      "collisions": 4667,
      "miles": 4924694561.476868,
      "clusters": 28,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": 0.4359543070341389,
      "rr": 1.5464381317902274,
      "lower95": 1.3454199021283597,
      "upper95": 1.7774903520244572
    },
    {
      "sample": "region_London",
      "scenario": "fitted",
      "band": "D9",
      "bandValue": 9,
      "referenceBand": "D5",
      "rows": 1602,
      "lsoas": 801,
      "collisions": 6916,
      "miles": 5926071130.503024,
      "clusters": 30,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": 0.5788508293071789,
      "rr": 1.783987146592764,
      "lower95": 1.5168743248609537,
      "upper95": 2.098136995957084
    },
    {
      "sample": "region_London",
      "scenario": "fitted",
      "band": "D10",
      "bandValue": 10,
      "referenceBand": "D5",
      "rows": 4038,
      "lsoas": 2019,
      "collisions": 24029,
      "miles": 11166029194.560596,
      "clusters": 32,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": 0.9857426995125717,
      "rr": 2.6798014327291937,
      "lower95": 2.2588150677255596,
      "upper95": 3.179249076857121
    },
    {
      "sample": "region_North East",
      "scenario": "fitted",
      "band": "D1",
      "bandValue": 1,
      "referenceBand": "D5",
      "rows": 158,
      "lsoas": 79,
      "collisions": 407,
      "miles": 3295091341.4557924,
      "clusters": 10,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": -0.27636221441645037,
      "rr": 0.7585381275501776,
      "lower95": 0.5245152501033049,
      "upper95": 1.0969749513174432
    },
    {
      "sample": "region_North East",
      "scenario": "fitted",
      "band": "D2",
      "bandValue": 2,
      "referenceBand": "D5",
      "rows": 142,
      "lsoas": 71,
      "collisions": 257,
      "miles": 1652629832.71459,
      "clusters": 12,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": -0.12432228980980642,
      "rr": 0.8830951824355683,
      "lower95": 0.7994098513536988,
      "upper95": 0.975541019316088
    },
    {
      "sample": "region_North East",
      "scenario": "fitted",
      "band": "D3",
      "bandValue": 3,
      "referenceBand": "D5",
      "rows": 214,
      "lsoas": 107,
      "collisions": 355,
      "miles": 2516142585.62294,
      "clusters": 12,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": -0.2660107247510729,
      "rr": 0.766430907676242,
      "lower95": 0.6787519006632838,
      "upper95": 0.8654360093391981
    },
    {
      "sample": "region_North East",
      "scenario": "fitted",
      "band": "D4",
      "bandValue": 4,
      "referenceBand": "D5",
      "rows": 258,
      "lsoas": 129,
      "collisions": 335,
      "miles": 1900254439.368443,
      "clusters": 12,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": -0.16660972452030912,
      "rr": 0.8465299267492274,
      "lower95": 0.7173510869694502,
      "upper95": 0.9989709779481671
    },
    {
      "sample": "region_North East",
      "scenario": "fitted",
      "band": "D5",
      "bandValue": 5,
      "referenceBand": "D5",
      "rows": 330,
      "lsoas": 165,
      "collisions": 551,
      "miles": 2909277770.5020275,
      "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": 372,
      "lsoas": 186,
      "collisions": 605,
      "miles": 2445278657.341861,
      "clusters": 12,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": 0.08626525146035971,
      "rr": 1.0900954393670914,
      "lower95": 0.9681901191413363,
      "upper95": 1.2273499217104311
    },
    {
      "sample": "region_North East",
      "scenario": "fitted",
      "band": "D7",
      "bandValue": 7,
      "referenceBand": "D5",
      "rows": 390,
      "lsoas": 195,
      "collisions": 587,
      "miles": 2338540071.450204,
      "clusters": 12,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": 0.033819334831525494,
      "rr": 1.0343977102091961,
      "lower95": 0.8915687980296663,
      "upper95": 1.2001077485558498
    },
    {
      "sample": "region_North East",
      "scenario": "fitted",
      "band": "D8",
      "bandValue": 8,
      "referenceBand": "D5",
      "rows": 492,
      "lsoas": 246,
      "collisions": 761,
      "miles": 2557834134.120319,
      "clusters": 12,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": 0.09691820544470016,
      "rr": 1.1017702511275627,
      "lower95": 0.9422552874154725,
      "upper95": 1.288289598882817
    },
    {
      "sample": "region_North East",
      "scenario": "fitted",
      "band": "D9",
      "bandValue": 9,
      "referenceBand": "D5",
      "rows": 592,
      "lsoas": 296,
      "collisions": 924,
      "miles": 2638696519.9888825,
      "clusters": 12,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": 0.18227066261890065,
      "rr": 1.1999389285440392,
      "lower95": 1.0467284273313266,
      "upper95": 1.3755749768890646
    },
    {
      "sample": "region_North East",
      "scenario": "fitted",
      "band": "D10",
      "bandValue": 10,
      "referenceBand": "D5",
      "rows": 416,
      "lsoas": 208,
      "collisions": 1361,
      "miles": 2692054647.4349413,
      "clusters": 12,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": 0.4728130400318884,
      "rr": 1.604501377406262,
      "lower95": 1.286017778159637,
      "upper95": 2.0018577610822277
    },
    {
      "sample": "region_North West",
      "scenario": "fitted",
      "band": "D1",
      "bandValue": 1,
      "referenceBand": "D5",
      "rows": 678,
      "lsoas": 339,
      "collisions": 2228,
      "miles": 15695715863.779312,
      "clusters": 19,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": -0.355330727728489,
      "rr": 0.7009415840516627,
      "lower95": 0.6234247309953937,
      "upper95": 0.7880969102210422
    },
    {
      "sample": "region_North West",
      "scenario": "fitted",
      "band": "D2",
      "bandValue": 2,
      "referenceBand": "D5",
      "rows": 754,
      "lsoas": 377,
      "collisions": 1636,
      "miles": 9782636974.797367,
      "clusters": 23,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": -0.23212838623368656,
      "rr": 0.7928443264751917,
      "lower95": 0.6913546692679593,
      "upper95": 0.9092324879927339
    },
    {
      "sample": "region_North West",
      "scenario": "fitted",
      "band": "D3",
      "bandValue": 3,
      "referenceBand": "D5",
      "rows": 892,
      "lsoas": 446,
      "collisions": 1560,
      "miles": 7475743811.257164,
      "clusters": 23,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": -0.10893810832043078,
      "rr": 0.8967859193674295,
      "lower95": 0.7678718957454003,
      "upper95": 1.047342648730484
    },
    {
      "sample": "region_North West",
      "scenario": "fitted",
      "band": "D4",
      "bandValue": 4,
      "referenceBand": "D5",
      "rows": 818,
      "lsoas": 409,
      "collisions": 1322,
      "miles": 5560401432.7308235,
      "clusters": 22,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": -0.07802870233512119,
      "rr": 0.9249378782855938,
      "lower95": 0.8322695431524582,
      "upper95": 1.0279242893437714
    },
    {
      "sample": "region_North West",
      "scenario": "fitted",
      "band": "D5",
      "bandValue": 5,
      "referenceBand": "D5",
      "rows": 860,
      "lsoas": 430,
      "collisions": 1428,
      "miles": 6032526765.750292,
      "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": 914,
      "lsoas": 457,
      "collisions": 1508,
      "miles": 5267259412.7244625,
      "clusters": 23,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": 0.06784087390887757,
      "rr": 1.0701949989818647,
      "lower95": 0.9626703058584568,
      "upper95": 1.189729577068924
    },
    {
      "sample": "region_North West",
      "scenario": "fitted",
      "band": "D7",
      "bandValue": 7,
      "referenceBand": "D5",
      "rows": 980,
      "lsoas": 490,
      "collisions": 1860,
      "miles": 5354858865.201637,
      "clusters": 23,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": 0.2555585204650803,
      "rr": 1.2911825714116218,
      "lower95": 1.2004352565474767,
      "upper95": 1.3887899606614003
    },
    {
      "sample": "region_North West",
      "scenario": "fitted",
      "band": "D8",
      "bandValue": 8,
      "referenceBand": "D5",
      "rows": 1068,
      "lsoas": 534,
      "collisions": 2010,
      "miles": 5278950359.472521,
      "clusters": 23,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": 0.2519279525918486,
      "rr": 1.286503344714186,
      "lower95": 1.1691804214810886,
      "upper95": 1.4155991885873014
    },
    {
      "sample": "region_North West",
      "scenario": "fitted",
      "band": "D9",
      "bandValue": 9,
      "referenceBand": "D5",
      "rows": 1290,
      "lsoas": 645,
      "collisions": 2785,
      "miles": 5974521218.663368,
      "clusters": 23,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": 0.41679769703010555,
      "rr": 1.5170955689490795,
      "lower95": 1.3733897716359138,
      "upper95": 1.6758381435908063
    },
    {
      "sample": "region_North West",
      "scenario": "fitted",
      "band": "D10",
      "bandValue": 10,
      "referenceBand": "D5",
      "rows": 880,
      "lsoas": 440,
      "collisions": 3443,
      "miles": 4616685295.623051,
      "clusters": 23,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": 0.7016687218066453,
      "rr": 2.0171159058674366,
      "lower95": 1.7778150660144678,
      "upper95": 2.2886275718344593
    },
    {
      "sample": "region_South East",
      "scenario": "fitted",
      "band": "D1",
      "bandValue": 1,
      "referenceBand": "D5",
      "rows": 1758,
      "lsoas": 879,
      "collisions": 6427,
      "miles": 32984703596.71933,
      "clusters": 17,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": -0.505172097777381,
      "rr": 0.6034017223955668,
      "lower95": 0.5268471488748065,
      "upper95": 0.6910802105839152
    },
    {
      "sample": "region_South East",
      "scenario": "fitted",
      "band": "D2",
      "bandValue": 2,
      "referenceBand": "D5",
      "rows": 1520,
      "lsoas": 760,
      "collisions": 4907,
      "miles": 21883992816.298676,
      "clusters": 18,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": -0.3924677343204025,
      "rr": 0.6753881378582839,
      "lower95": 0.5987213978094725,
      "upper95": 0.7618721135215513
    },
    {
      "sample": "region_South East",
      "scenario": "fitted",
      "band": "D3",
      "bandValue": 3,
      "referenceBand": "D5",
      "rows": 1284,
      "lsoas": 642,
      "collisions": 3406,
      "miles": 11399197503.193558,
      "clusters": 18,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": -0.27123340324884804,
      "rr": 0.762438520008122,
      "lower95": 0.6794113318206594,
      "upper95": 0.8556120122906948
    },
    {
      "sample": "region_South East",
      "scenario": "fitted",
      "band": "D4",
      "bandValue": 4,
      "referenceBand": "D5",
      "rows": 1342,
      "lsoas": 671,
      "collisions": 3104,
      "miles": 8841130396.438305,
      "clusters": 18,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": -0.17463135032544339,
      "rr": 0.8397665433759169,
      "lower95": 0.7544906112707946,
      "upper95": 0.9346807459747556
    },
    {
      "sample": "region_South East",
      "scenario": "fitted",
      "band": "D5",
      "bandValue": 5,
      "referenceBand": "D5",
      "rows": 1066,
      "lsoas": 533,
      "collisions": 2631,
      "miles": 5531311290.066948,
      "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": 1106,
      "lsoas": 553,
      "collisions": 2790,
      "miles": 5555568704.219719,
      "clusters": 18,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": 0.002227596606249909,
      "rr": 1.002230079542888,
      "lower95": 0.9146510464081462,
      "upper95": 1.0981949195653353
    },
    {
      "sample": "region_South East",
      "scenario": "fitted",
      "band": "D7",
      "bandValue": 7,
      "referenceBand": "D5",
      "rows": 898,
      "lsoas": 449,
      "collisions": 2598,
      "miles": 4260423384.252426,
      "clusters": 18,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": 0.19878553494895235,
      "rr": 1.2199203075715546,
      "lower95": 1.1112477144132475,
      "upper95": 1.3392203534126208
    },
    {
      "sample": "region_South East",
      "scenario": "fitted",
      "band": "D8",
      "bandValue": 8,
      "referenceBand": "D5",
      "rows": 700,
      "lsoas": 350,
      "collisions": 2145,
      "miles": 2786983911.9229126,
      "clusters": 16,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": 0.3192110607001448,
      "rr": 1.3760417225885904,
      "lower95": 1.2417268869427436,
      "upper95": 1.5248850952777062
    },
    {
      "sample": "region_South East",
      "scenario": "fitted",
      "band": "D9",
      "bandValue": 9,
      "referenceBand": "D5",
      "rows": 512,
      "lsoas": 256,
      "collisions": 1925,
      "miles": 2147394133.6420765,
      "clusters": 17,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": 0.4057874678424312,
      "rr": 1.500483617546624,
      "lower95": 1.3110468737620828,
      "upper95": 1.717292593868293
    },
    {
      "sample": "region_South East",
      "scenario": "fitted",
      "band": "D10",
      "bandValue": 10,
      "referenceBand": "D5",
      "rows": 288,
      "lsoas": 144,
      "collisions": 1612,
      "miles": 1090994263.2460532,
      "clusters": 14,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": 0.7550717262254947,
      "rr": 2.127764134372228,
      "lower95": 1.751479833066763,
      "upper95": 2.5848885759612523
    },
    {
      "sample": "region_South West",
      "scenario": "fitted",
      "band": "D1",
      "bandValue": 1,
      "referenceBand": "D5",
      "rows": 680,
      "lsoas": 340,
      "collisions": 2947,
      "miles": 16215311330.672615,
      "clusters": 8,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": true,
      "logEffect": -0.35732346991729724,
      "rr": 0.6995461789882683,
      "lower95": 0.5599049401010187,
      "upper95": 0.8740141789940176
    },
    {
      "sample": "region_South West",
      "scenario": "fitted",
      "band": "D2",
      "bandValue": 2,
      "referenceBand": "D5",
      "rows": 732,
      "lsoas": 366,
      "collisions": 2356,
      "miles": 11439109940.165188,
      "clusters": 9,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": true,
      "logEffect": -0.3126621570951109,
      "rr": 0.7314970018998826,
      "lower95": 0.6150493067642163,
      "upper95": 0.8699918167595737
    },
    {
      "sample": "region_South West",
      "scenario": "fitted",
      "band": "D3",
      "bandValue": 3,
      "referenceBand": "D5",
      "rows": 716,
      "lsoas": 358,
      "collisions": 1662,
      "miles": 6420964621.153318,
      "clusters": 9,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": true,
      "logEffect": -0.1967009785843491,
      "rr": 0.8214362236149003,
      "lower95": 0.7015738724247954,
      "upper95": 0.9617767935607359
    },
    {
      "sample": "region_South West",
      "scenario": "fitted",
      "band": "D4",
      "bandValue": 4,
      "referenceBand": "D5",
      "rows": 622,
      "lsoas": 311,
      "collisions": 1222,
      "miles": 3991675901.468831,
      "clusters": 9,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": true,
      "logEffect": -0.17638336805347876,
      "rr": 0.8382965456116042,
      "lower95": 0.7549040340074119,
      "upper95": 0.9309012360867164
    },
    {
      "sample": "region_South West",
      "scenario": "fitted",
      "band": "D5",
      "bandValue": 5,
      "referenceBand": "D5",
      "rows": 526,
      "lsoas": 263,
      "collisions": 1081,
      "miles": 2650002902.742873,
      "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": 438,
      "lsoas": 219,
      "collisions": 920,
      "miles": 1887470820.7820919,
      "clusters": 9,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": true,
      "logEffect": 0.12650757634705023,
      "rr": 1.134858049221934,
      "lower95": 0.9543315183041043,
      "upper95": 1.3495339587782686
    },
    {
      "sample": "region_South West",
      "scenario": "fitted",
      "band": "D7",
      "bandValue": 7,
      "referenceBand": "D5",
      "rows": 410,
      "lsoas": 205,
      "collisions": 965,
      "miles": 1904243180.5358696,
      "clusters": 9,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": true,
      "logEffect": 0.13929514285558886,
      "rr": 1.1494633058265313,
      "lower95": 0.9152938002495746,
      "upper95": 1.4435429269611424
    },
    {
      "sample": "region_South West",
      "scenario": "fitted",
      "band": "D8",
      "bandValue": 8,
      "referenceBand": "D5",
      "rows": 334,
      "lsoas": 167,
      "collisions": 713,
      "miles": 1189462765.004742,
      "clusters": 9,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": true,
      "logEffect": 0.16840520867310368,
      "rr": 1.1834160439508834,
      "lower95": 0.9588213748059379,
      "upper95": 1.4606198504531778
    },
    {
      "sample": "region_South West",
      "scenario": "fitted",
      "band": "D9",
      "bandValue": 9,
      "referenceBand": "D5",
      "rows": 198,
      "lsoas": 99,
      "collisions": 701,
      "miles": 927404948.9570576,
      "clusters": 9,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": true,
      "logEffect": 0.36761753007946296,
      "rr": 1.44428953601866,
      "lower95": 1.0167480296027314,
      "upper95": 2.0516118085500863
    },
    {
      "sample": "region_South West",
      "scenario": "fitted",
      "band": "D10",
      "bandValue": 10,
      "referenceBand": "D5",
      "rows": 80,
      "lsoas": 40,
      "collisions": 390,
      "miles": 366553588.51741326,
      "clusters": 9,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": true,
      "logEffect": 0.43006575654455276,
      "rr": 1.5373586116146822,
      "lower95": 0.9961300739919189,
      "upper95": 2.3726534941710806
    },
    {
      "sample": "region_Wales",
      "scenario": "fitted",
      "band": "D1",
      "bandValue": 1,
      "referenceBand": "D5",
      "rows": 360,
      "lsoas": 180,
      "collisions": 1027,
      "miles": 7341654069.145475,
      "clusters": 20,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": -0.39971440932995084,
      "rr": 0.6705115105256686,
      "lower95": 0.5357802784425892,
      "upper95": 0.8391232448015322
    },
    {
      "sample": "region_Wales",
      "scenario": "fitted",
      "band": "D2",
      "bandValue": 2,
      "referenceBand": "D5",
      "rows": 414,
      "lsoas": 207,
      "collisions": 958,
      "miles": 6207144038.18869,
      "clusters": 21,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": -0.3748876181620835,
      "rr": 0.6873665219635866,
      "lower95": 0.5920914844291536,
      "upper95": 0.7979725227290466
    },
    {
      "sample": "region_Wales",
      "scenario": "fitted",
      "band": "D3",
      "bandValue": 3,
      "referenceBand": "D5",
      "rows": 408,
      "lsoas": 204,
      "collisions": 692,
      "miles": 5006139596.992146,
      "clusters": 22,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": -0.32301273427212723,
      "rr": 0.723964635146541,
      "lower95": 0.5894166413566578,
      "upper95": 0.8892263233974669
    },
    {
      "sample": "region_Wales",
      "scenario": "fitted",
      "band": "D4",
      "bandValue": 4,
      "referenceBand": "D5",
      "rows": 426,
      "lsoas": 213,
      "collisions": 678,
      "miles": 4335675649.037149,
      "clusters": 21,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": -0.28387744765135603,
      "rr": 0.7528589036796473,
      "lower95": 0.6343407861094909,
      "upper95": 0.8935205511945248
    },
    {
      "sample": "region_Wales",
      "scenario": "fitted",
      "band": "D5",
      "bandValue": 5,
      "referenceBand": "D5",
      "rows": 444,
      "lsoas": 222,
      "collisions": 650,
      "miles": 3547524287.5064783,
      "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": 490,
      "lsoas": 245,
      "collisions": 639,
      "miles": 3440399145.8451214,
      "clusters": 22,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": -0.06092618589622894,
      "rr": 0.9408926883633718,
      "lower95": 0.7493540448776501,
      "upper95": 1.1813895675443988
    },
    {
      "sample": "region_Wales",
      "scenario": "fitted",
      "band": "D7",
      "bandValue": 7,
      "referenceBand": "D5",
      "rows": 510,
      "lsoas": 255,
      "collisions": 624,
      "miles": 2720489707.2314014,
      "clusters": 22,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": 0.172671314542495,
      "rr": 1.1884754062963927,
      "lower95": 0.9916667178659675,
      "upper95": 1.4243432454917622
    },
    {
      "sample": "region_Wales",
      "scenario": "fitted",
      "band": "D8",
      "bandValue": 8,
      "referenceBand": "D5",
      "rows": 410,
      "lsoas": 205,
      "collisions": 575,
      "miles": 2169349178.787657,
      "clusters": 22,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": 0.3016050328470759,
      "rr": 1.3520271149378595,
      "lower95": 1.1572596660770544,
      "upper95": 1.5795740343425042
    },
    {
      "sample": "region_Wales",
      "scenario": "fitted",
      "band": "D9",
      "bandValue": 9,
      "referenceBand": "D5",
      "rows": 294,
      "lsoas": 147,
      "collisions": 399,
      "miles": 1343098019.213516,
      "clusters": 19,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": 0.4272779881054842,
      "rr": 1.533078780159001,
      "lower95": 1.1700426047744186,
      "upper95": 2.0087563791123215
    },
    {
      "sample": "region_Wales",
      "scenario": "fitted",
      "band": "D10",
      "bandValue": 10,
      "referenceBand": "D5",
      "rows": 76,
      "lsoas": 38,
      "collisions": 217,
      "miles": 541026308.052365,
      "clusters": 12,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": true,
      "logEffect": 0.6659047533854393,
      "rr": 1.9462506018182886,
      "lower95": 1.469671417270614,
      "upper95": 2.5773729832160006
    },
    {
      "sample": "region_West Midlands",
      "scenario": "fitted",
      "band": "D1",
      "bandValue": 1,
      "referenceBand": "D5",
      "rows": 562,
      "lsoas": 281,
      "collisions": 1705,
      "miles": 13350467017.899776,
      "clusters": 11,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": -0.5658963494177062,
      "rr": 0.567850925725029,
      "lower95": 0.5097185234507395,
      "upper95": 0.6326132149637982
    },
    {
      "sample": "region_West Midlands",
      "scenario": "fitted",
      "band": "D2",
      "bandValue": 2,
      "referenceBand": "D5",
      "rows": 522,
      "lsoas": 261,
      "collisions": 1039,
      "miles": 8047586672.773612,
      "clusters": 12,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": -0.5403161972766345,
      "rr": 0.5825640180923496,
      "lower95": 0.5249184549565997,
      "upper95": 0.6465401091755545
    },
    {
      "sample": "region_West Midlands",
      "scenario": "fitted",
      "band": "D3",
      "bandValue": 3,
      "referenceBand": "D5",
      "rows": 466,
      "lsoas": 233,
      "collisions": 820,
      "miles": 4597961378.345701,
      "clusters": 12,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": -0.33899908975049686,
      "rr": 0.7124830976262821,
      "lower95": 0.5992661341632534,
      "upper95": 0.8470896909800215
    },
    {
      "sample": "region_West Midlands",
      "scenario": "fitted",
      "band": "D4",
      "bandValue": 4,
      "referenceBand": "D5",
      "rows": 520,
      "lsoas": 260,
      "collisions": 763,
      "miles": 3672668375.8113556,
      "clusters": 12,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": -0.2149582967672983,
      "rr": 0.806575076264052,
      "lower95": 0.734695749040138,
      "upper95": 0.8854867535307049
    },
    {
      "sample": "region_West Midlands",
      "scenario": "fitted",
      "band": "D5",
      "bandValue": 5,
      "referenceBand": "D5",
      "rows": 624,
      "lsoas": 312,
      "collisions": 1169,
      "miles": 3814818090.9729047,
      "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": 622,
      "lsoas": 311,
      "collisions": 1246,
      "miles": 3320865550.419761,
      "clusters": 12,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": 0.1278107974307862,
      "rr": 1.1363379842905612,
      "lower95": 1.0487188679760246,
      "upper95": 1.2312775653913914
    },
    {
      "sample": "region_West Midlands",
      "scenario": "fitted",
      "band": "D7",
      "bandValue": 7,
      "referenceBand": "D5",
      "rows": 630,
      "lsoas": 315,
      "collisions": 1393,
      "miles": 3080854370.5529337,
      "clusters": 12,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": 0.2520365938708086,
      "rr": 1.28664311967547,
      "lower95": 1.1196806667022312,
      "upper95": 1.4785023682546783
    },
    {
      "sample": "region_West Midlands",
      "scenario": "fitted",
      "band": "D8",
      "bandValue": 8,
      "referenceBand": "D5",
      "rows": 766,
      "lsoas": 383,
      "collisions": 1923,
      "miles": 3667416472.611911,
      "clusters": 12,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": 0.37774806776575987,
      "rr": 1.4589953286179158,
      "lower95": 1.3585103006841581,
      "upper95": 1.5669129397523769
    },
    {
      "sample": "region_West Midlands",
      "scenario": "fitted",
      "band": "D9",
      "bandValue": 9,
      "referenceBand": "D5",
      "rows": 716,
      "lsoas": 358,
      "collisions": 2398,
      "miles": 4002804704.625707,
      "clusters": 12,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": 0.5221291312212198,
      "rr": 1.685612722473682,
      "lower95": 1.4974802971463874,
      "upper95": 1.8973807238596245
    },
    {
      "sample": "region_West Midlands",
      "scenario": "fitted",
      "band": "D10",
      "bandValue": 10,
      "referenceBand": "D5",
      "rows": 326,
      "lsoas": 163,
      "collisions": 1829,
      "miles": 2185957365.9863377,
      "clusters": 11,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": 0.7663475334763136,
      "rr": 2.151892168514098,
      "lower95": 1.8448770571453936,
      "upper95": 2.5099991823180714
    },
    {
      "sample": "region_Yorkshire and The Humber",
      "scenario": "fitted",
      "band": "D1",
      "bandValue": 1,
      "referenceBand": "D5",
      "rows": 364,
      "lsoas": 182,
      "collisions": 1402,
      "miles": 8839572630.247013,
      "clusters": 13,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": -0.3824140965166341,
      "rr": 0.6822124928888968,
      "lower95": 0.5310033185689299,
      "upper95": 0.8764801822858427
    },
    {
      "sample": "region_Yorkshire and The Humber",
      "scenario": "fitted",
      "band": "D2",
      "bandValue": 2,
      "referenceBand": "D5",
      "rows": 470,
      "lsoas": 235,
      "collisions": 1426,
      "miles": 7871290175.659452,
      "clusters": 13,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": -0.22158403720869407,
      "rr": 0.8012485846240238,
      "lower95": 0.6881715120443577,
      "upper95": 0.9329059444132002
    },
    {
      "sample": "region_Yorkshire and The Humber",
      "scenario": "fitted",
      "band": "D3",
      "bandValue": 3,
      "referenceBand": "D5",
      "rows": 590,
      "lsoas": 295,
      "collisions": 1375,
      "miles": 6624513232.379175,
      "clusters": 13,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": -0.15167260587671658,
      "rr": 0.8592695544973825,
      "lower95": 0.7526625185505703,
      "upper95": 0.9809763992339974
    },
    {
      "sample": "region_Yorkshire and The Humber",
      "scenario": "fitted",
      "band": "D4",
      "bandValue": 4,
      "referenceBand": "D5",
      "rows": 562,
      "lsoas": 281,
      "collisions": 1340,
      "miles": 5689317187.807833,
      "clusters": 13,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": -0.03657787632329003,
      "rr": 0.9640830117325004,
      "lower95": 0.8618067839671554,
      "upper95": 1.0784970260185738
    },
    {
      "sample": "region_Yorkshire and The Humber",
      "scenario": "fitted",
      "band": "D5",
      "bandValue": 5,
      "referenceBand": "D5",
      "rows": 646,
      "lsoas": 323,
      "collisions": 1450,
      "miles": 4619589986.03875,
      "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": 606,
      "lsoas": 303,
      "collisions": 1406,
      "miles": 3982077794.0548,
      "clusters": 13,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": 0.07172417870790979,
      "rr": 1.0743589721129885,
      "lower95": 0.9587466095258725,
      "upper95": 1.2039126808808065
    },
    {
      "sample": "region_Yorkshire and The Humber",
      "scenario": "fitted",
      "band": "D7",
      "bandValue": 7,
      "referenceBand": "D5",
      "rows": 624,
      "lsoas": 312,
      "collisions": 1602,
      "miles": 3426496213.885022,
      "clusters": 13,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": 0.17379787820231823,
      "rr": 1.1898150539572216,
      "lower95": 1.0405089982127433,
      "upper95": 1.3605455263288166
    },
    {
      "sample": "region_Yorkshire and The Humber",
      "scenario": "fitted",
      "band": "D8",
      "bandValue": 8,
      "referenceBand": "D5",
      "rows": 622,
      "lsoas": 311,
      "collisions": 1530,
      "miles": 2356484127.191515,
      "clusters": 13,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": 0.28536497333901256,
      "rr": 1.3302474443855783,
      "lower95": 1.2189169531401374,
      "upper95": 1.4517463710186977
    },
    {
      "sample": "region_Yorkshire and The Humber",
      "scenario": "fitted",
      "band": "D9",
      "bandValue": 9,
      "referenceBand": "D5",
      "rows": 758,
      "lsoas": 379,
      "collisions": 2198,
      "miles": 2880051301.385404,
      "clusters": 13,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": 0.38358410485762995,
      "rr": 1.467534974078556,
      "lower95": 1.3150934106115624,
      "upper95": 1.637647092416214
    },
    {
      "sample": "region_Yorkshire and The Humber",
      "scenario": "fitted",
      "band": "D10",
      "bandValue": 10,
      "referenceBand": "D5",
      "rows": 486,
      "lsoas": 243,
      "collisions": 3019,
      "miles": 2927307351.351038,
      "clusters": 13,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": 0.7544790183072084,
      "rr": 2.126503365392328,
      "lower95": 1.812512282998384,
      "upper95": 2.4948887825158694
    },
    {
      "sample": "urbanRural_Rural",
      "scenario": "fitted",
      "band": "D1",
      "bandValue": 1,
      "referenceBand": "D5",
      "rows": 3530,
      "lsoas": 1765,
      "collisions": 16315,
      "miles": 102063175981.22562,
      "clusters": 83,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": -0.28858400940514223,
      "rr": 0.7493238522521355,
      "lower95": 0.6653601787265141,
      "upper95": 0.8438831380451014
    },
    {
      "sample": "urbanRural_Rural",
      "scenario": "fitted",
      "band": "D2",
      "bandValue": 2,
      "referenceBand": "D5",
      "rows": 2726,
      "lsoas": 1363,
      "collisions": 11017,
      "miles": 60618354804.353516,
      "clusters": 86,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": -0.1844560929827733,
      "rr": 0.8315564502612542,
      "lower95": 0.7466379256085789,
      "upper95": 0.9261331446664361
    },
    {
      "sample": "urbanRural_Rural",
      "scenario": "fitted",
      "band": "D3",
      "bandValue": 3,
      "referenceBand": "D5",
      "rows": 1752,
      "lsoas": 876,
      "collisions": 5449,
      "miles": 27268546496.481907,
      "clusters": 82,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": -0.15832737543895498,
      "rr": 0.8535702982718533,
      "lower95": 0.7630891290008742,
      "upper95": 0.9547800203180011
    },
    {
      "sample": "urbanRural_Rural",
      "scenario": "fitted",
      "band": "D4",
      "bandValue": 4,
      "referenceBand": "D5",
      "rows": 1212,
      "lsoas": 606,
      "collisions": 2877,
      "miles": 13144313313.949375,
      "clusters": 74,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": -0.10441476208297854,
      "rr": 0.9008515808467034,
      "lower95": 0.8135324692012008,
      "upper95": 0.9975429395102582
    },
    {
      "sample": "urbanRural_Rural",
      "scenario": "fitted",
      "band": "D5",
      "bandValue": 5,
      "referenceBand": "D5",
      "rows": 882,
      "lsoas": 441,
      "collisions": 1773,
      "miles": 7299989767.149868,
      "clusters": 75,
      "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": 584,
      "lsoas": 292,
      "collisions": 1025,
      "miles": 3234234603.4508495,
      "clusters": 72,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": 0.13827510497505158,
      "rr": 1.1482914075042523,
      "lower95": 0.9993514279650828,
      "upper95": 1.3194289012354996
    },
    {
      "sample": "urbanRural_Rural",
      "scenario": "fitted",
      "band": "D7",
      "bandValue": 7,
      "referenceBand": "D5",
      "rows": 352,
      "lsoas": 176,
      "collisions": 588,
      "miles": 1519758401.7286298,
      "clusters": 52,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": 0.37024790264973273,
      "rr": 1.448093556399875,
      "lower95": 1.2589520369431266,
      "upper95": 1.665651181738839
    },
    {
      "sample": "urbanRural_Rural",
      "scenario": "fitted",
      "band": "D8",
      "bandValue": 8,
      "referenceBand": "D5",
      "rows": 186,
      "lsoas": 93,
      "collisions": 299,
      "miles": 738172916.2884965,
      "clusters": 34,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": 0.4389475582067198,
      "rr": 1.5510739441556987,
      "lower95": 1.245129406700073,
      "upper95": 1.9321930453918126
    },
    {
      "sample": "urbanRural_Rural",
      "scenario": "fitted",
      "band": "D9",
      "bandValue": 9,
      "referenceBand": "D5",
      "rows": 72,
      "lsoas": 36,
      "collisions": 99,
      "miles": 194701217.41753203,
      "clusters": 15,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": true,
      "logEffect": 0.5807603035407992,
      "rr": 1.787396878443833,
      "lower95": 1.2742268709908962,
      "upper95": 2.507236092569879
    },
    {
      "sample": "urbanRural_Rural",
      "scenario": "fitted",
      "band": "D10",
      "bandValue": 10,
      "referenceBand": "D5",
      "rows": 6,
      "lsoas": 3,
      "collisions": 4,
      "miles": 14140945.294405859,
      "clusters": 1,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": true,
      "logEffect": -0.14694688645896148,
      "rr": 0.8633398312341358,
      "lower95": 0.6629579280422205,
      "upper95": 1.1242880319668158
    },
    {
      "sample": "urbanRural_Urban",
      "scenario": "fitted",
      "band": "D1",
      "bandValue": 1,
      "referenceBand": "D5",
      "rows": 2864,
      "lsoas": 1432,
      "collisions": 5788,
      "miles": 32444556515.67339,
      "clusters": 119,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": -0.4332118154177485,
      "rr": 0.6484231312415254,
      "lower95": 0.6014375929997302,
      "upper95": 0.6990792760924956
    },
    {
      "sample": "urbanRural_Urban",
      "scenario": "fitted",
      "band": "D2",
      "bandValue": 2,
      "referenceBand": "D5",
      "rows": 3750,
      "lsoas": 1875,
      "collisions": 7536,
      "miles": 37214193539.74289,
      "clusters": 136,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": -0.31086796669550176,
      "rr": 0.7328106248905212,
      "lower95": 0.6883460928683558,
      "upper95": 0.7801473960790506
    },
    {
      "sample": "urbanRural_Urban",
      "scenario": "fitted",
      "band": "D3",
      "bandValue": 3,
      "referenceBand": "D5",
      "rows": 4826,
      "lsoas": 2413,
      "collisions": 9248,
      "miles": 37363407003.20385,
      "clusters": 143,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": -0.17390526964860425,
      "rr": 0.8403765030492871,
      "lower95": 0.7962544698171682,
      "upper95": 0.8869434253091352
    },
    {
      "sample": "urbanRural_Urban",
      "scenario": "fitted",
      "band": "D4",
      "bandValue": 4,
      "referenceBand": "D5",
      "rows": 5400,
      "lsoas": 2700,
      "collisions": 10246,
      "miles": 37192021837.8771,
      "clusters": 148,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": -0.13440232804467916,
      "rr": 0.8742382632672636,
      "lower95": 0.833938766936657,
      "upper95": 0.9164852040253145
    },
    {
      "sample": "urbanRural_Urban",
      "scenario": "fitted",
      "band": "D5",
      "bandValue": 5,
      "referenceBand": "D5",
      "rows": 5714,
      "lsoas": 2857,
      "collisions": 11852,
      "miles": 35023502283.13583,
      "clusters": 146,
      "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": 6012,
      "lsoas": 3006,
      "collisions": 12687,
      "miles": 33046207170.096703,
      "clusters": 153,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": 0.06348692521799862,
      "rr": 1.0655455539345589,
      "lower95": 1.0231095351517925,
      "upper95": 1.109741712397642
    },
    {
      "sample": "urbanRural_Urban",
      "scenario": "fitted",
      "band": "D7",
      "bandValue": 7,
      "referenceBand": "D5",
      "rows": 6232,
      "lsoas": 3116,
      "collisions": 15230,
      "miles": 31955852872.19535,
      "clusters": 155,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": 0.2126755075073434,
      "rr": 1.2369831943521399,
      "lower95": 1.173868293050047,
      "upper95": 1.3034915690021012
    },
    {
      "sample": "urbanRural_Urban",
      "scenario": "fitted",
      "band": "D8",
      "bandValue": 8,
      "referenceBand": "D5",
      "rows": 6486,
      "lsoas": 3243,
      "collisions": 16917,
      "miles": 29186126354.218456,
      "clusters": 155,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": 0.31787217661503425,
      "rr": 1.3742005950289977,
      "lower95": 1.3015629035035559,
      "upper95": 1.4508920546942219
    },
    {
      "sample": "urbanRural_Urban",
      "scenario": "fitted",
      "band": "D9",
      "bandValue": 9,
      "referenceBand": "D5",
      "rows": 6692,
      "lsoas": 3346,
      "collisions": 20671,
      "miles": 29465032755.70545,
      "clusters": 154,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": 0.4412242036575901,
      "rr": 1.5546092123437683,
      "lower95": 1.4535005156725433,
      "upper95": 1.6627512526102126
    },
    {
      "sample": "urbanRural_Urban",
      "scenario": "fitted",
      "band": "D10",
      "bandValue": 10,
      "referenceBand": "D5",
      "rows": 6938,
      "lsoas": 3469,
      "collisions": 37993,
      "miles": 27475511220.810783,
      "clusters": 144,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": 0.8047797881508734,
      "rr": 2.236204005976417,
      "lower95": 2.0797688025891823,
      "upper95": 2.4044058888274162
    },
    {
      "sample": "development",
      "scenario": "benchmark",
      "band": "D1",
      "bandValue": 1,
      "referenceBand": "D5",
      "rows": 6394,
      "lsoas": 3197,
      "collisions": 22103,
      "miles": 134356286960.76505,
      "clusters": 129,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": -0.42189313912945803,
      "rr": 0.6558041154478628,
      "lower95": 0.6155504492141239,
      "upper95": 0.6986901534836625
    },
    {
      "sample": "development",
      "scenario": "benchmark",
      "band": "D2",
      "bandValue": 2,
      "referenceBand": "D5",
      "rows": 6476,
      "lsoas": 3238,
      "collisions": 18553,
      "miles": 98288633467.25142,
      "clusters": 142,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": -0.3023997793263491,
      "rr": 0.7390425518899358,
      "lower95": 0.6974992352953661,
      "upper95": 0.7830602040340577
    },
    {
      "sample": "development",
      "scenario": "benchmark",
      "band": "D3",
      "bandValue": 3,
      "referenceBand": "D5",
      "rows": 6578,
      "lsoas": 3289,
      "collisions": 14697,
      "miles": 65254604575.478676,
      "clusters": 147,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": -0.20274517161981867,
      "rr": 0.8164862787934366,
      "lower95": 0.7790683599361462,
      "upper95": 0.8557013450175197
    },
    {
      "sample": "development",
      "scenario": "benchmark",
      "band": "D4",
      "bandValue": 4,
      "referenceBand": "D5",
      "rows": 6612,
      "lsoas": 3306,
      "collisions": 13123,
      "miles": 50843186513.37856,
      "clusters": 148,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": -0.14143196101936412,
      "rr": 0.868114239183465,
      "lower95": 0.8311009696696577,
      "upper95": 0.9067759030201019
    },
    {
      "sample": "development",
      "scenario": "benchmark",
      "band": "D5",
      "bandValue": 5,
      "referenceBand": "D5",
      "rows": 6596,
      "lsoas": 3298,
      "collisions": 13625,
      "miles": 42497613059.54406,
      "clusters": 149,
      "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": 6596,
      "lsoas": 3298,
      "collisions": 13712,
      "miles": 36371776949.5899,
      "clusters": 154,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": 0.07956359590813804,
      "rr": 1.0828144199061756,
      "lower95": 1.0398410777898357,
      "upper95": 1.127563714302236
    },
    {
      "sample": "development",
      "scenario": "benchmark",
      "band": "D7",
      "bandValue": 7,
      "referenceBand": "D5",
      "rows": 6584,
      "lsoas": 3292,
      "collisions": 15818,
      "miles": 33230249338.250996,
      "clusters": 155,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": 0.24222846184854308,
      "rr": 1.2740852394374076,
      "lower95": 1.2111081333339249,
      "upper95": 1.3403371281833383
    },
    {
      "sample": "development",
      "scenario": "benchmark",
      "band": "D8",
      "bandValue": 8,
      "referenceBand": "D5",
      "rows": 6672,
      "lsoas": 3336,
      "collisions": 17216,
      "miles": 29589287746.66822,
      "clusters": 155,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": 0.346770403736464,
      "rr": 1.4144919260244804,
      "lower95": 1.3395319869336044,
      "upper95": 1.4936466081474884
    },
    {
      "sample": "development",
      "scenario": "benchmark",
      "band": "D9",
      "bandValue": 9,
      "referenceBand": "D5",
      "rows": 6764,
      "lsoas": 3382,
      "collisions": 20770,
      "miles": 29198366032.417908,
      "clusters": 154,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": 0.4772115047193082,
      "rr": 1.6115742635727632,
      "lower95": 1.5047215214170104,
      "upper95": 1.7260147941290245
    },
    {
      "sample": "development",
      "scenario": "benchmark",
      "band": "D10",
      "bandValue": 10,
      "referenceBand": "D5",
      "rows": 6944,
      "lsoas": 3472,
      "collisions": 37997,
      "miles": 26831795356.65521,
      "clusters": 144,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": 0.8466452451689853,
      "rr": 2.3318110612738088,
      "lower95": 2.16332063435502,
      "upper95": 2.513424380616605
    },
    {
      "sample": "development",
      "scenario": "length",
      "band": "D1",
      "bandValue": 1,
      "referenceBand": "D5",
      "rows": 6394,
      "lsoas": 3197,
      "collisions": 22103,
      "miles": 142413907812.88345,
      "clusters": 129,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": -0.44028005112396024,
      "rr": 0.643856083212636,
      "lower95": 0.6040046981859897,
      "upper95": 0.6863368068740837
    },
    {
      "sample": "development",
      "scenario": "length",
      "band": "D2",
      "bandValue": 2,
      "referenceBand": "D5",
      "rows": 6476,
      "lsoas": 3238,
      "collisions": 18553,
      "miles": 100516484826.36752,
      "clusters": 142,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": -0.303738914298477,
      "rr": 0.7380535365231409,
      "lower95": 0.6967835289709609,
      "upper95": 0.7817679381411111
    },
    {
      "sample": "development",
      "scenario": "length",
      "band": "D3",
      "bandValue": 3,
      "referenceBand": "D5",
      "rows": 6578,
      "lsoas": 3289,
      "collisions": 14697,
      "miles": 64580315053.17385,
      "clusters": 147,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": -0.2014058455670308,
      "rr": 0.8175805527696158,
      "lower95": 0.7794268270686612,
      "upper95": 0.8576019416485734
    },
    {
      "sample": "development",
      "scenario": "length",
      "band": "D4",
      "bandValue": 4,
      "referenceBand": "D5",
      "rows": 6612,
      "lsoas": 3306,
      "collisions": 13123,
      "miles": 49277273243.31142,
      "clusters": 148,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": -0.14509079576036274,
      "rr": 0.8649437563193654,
      "lower95": 0.8273433902612917,
      "upper95": 0.9042529503494069
    },
    {
      "sample": "development",
      "scenario": "length",
      "band": "D5",
      "bandValue": 5,
      "referenceBand": "D5",
      "rows": 6596,
      "lsoas": 3298,
      "collisions": 13625,
      "miles": 40846143739.340485,
      "clusters": 149,
      "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": 6596,
      "lsoas": 3298,
      "collisions": 13712,
      "miles": 34459653641.65962,
      "clusters": 154,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": 0.08100530006114598,
      "rr": 1.0843766438140474,
      "lower95": 1.039219981275933,
      "upper95": 1.1314954743323016
    },
    {
      "sample": "development",
      "scenario": "length",
      "band": "D7",
      "bandValue": 7,
      "referenceBand": "D5",
      "rows": 6584,
      "lsoas": 3292,
      "collisions": 15818,
      "miles": 31648302986.525917,
      "clusters": 155,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": 0.23743955099960845,
      "rr": 1.26799834524152,
      "lower95": 1.2040511997680976,
      "upper95": 1.3353417228809719
    },
    {
      "sample": "development",
      "scenario": "length",
      "band": "D8",
      "bandValue": 8,
      "referenceBand": "D5",
      "rows": 6672,
      "lsoas": 3336,
      "collisions": 17216,
      "miles": 28151967393.301678,
      "clusters": 155,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": 0.34369110513404383,
      "rr": 1.4101429822981266,
      "lower95": 1.3358424109675888,
      "upper95": 1.4885762079408191
    },
    {
      "sample": "development",
      "scenario": "length",
      "band": "D9",
      "bandValue": 9,
      "referenceBand": "D5",
      "rows": 6764,
      "lsoas": 3382,
      "collisions": 20770,
      "miles": 28228902446.831055,
      "clusters": 154,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": 0.4620316164699517,
      "rr": 1.5872954871123457,
      "lower95": 1.482070257238214,
      "upper95": 1.6999915834639525
    },
    {
      "sample": "development",
      "scenario": "length",
      "band": "D10",
      "bandValue": 10,
      "referenceBand": "D5",
      "rows": 6944,
      "lsoas": 3472,
      "collisions": 37997,
      "miles": 26338848856.60501,
      "clusters": 144,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": 0.8279749603443619,
      "rr": 2.2886793779039274,
      "lower95": 2.124418331014525,
      "upper95": 2.465641167924423
    },
    {
      "sample": "development",
      "scenario": "counted_routes",
      "band": "D1",
      "bandValue": 1,
      "referenceBand": "D5",
      "rows": 1348,
      "lsoas": 1030,
      "collisions": 1694,
      "miles": 16905331476.141438,
      "clusters": 96,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": -0.20109998902288198,
      "rr": 0.8178306533775535,
      "lower95": 0.6904060486735951,
      "upper95": 0.9687733456115304
    },
    {
      "sample": "development",
      "scenario": "counted_routes",
      "band": "D2",
      "bandValue": 2,
      "referenceBand": "D5",
      "rows": 1221,
      "lsoas": 949,
      "collisions": 1381,
      "miles": 12776404992.715683,
      "clusters": 112,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": -0.1708293157041047,
      "rr": 0.8429654421561665,
      "lower95": 0.7273058900236127,
      "upper95": 0.9770177121024985
    },
    {
      "sample": "development",
      "scenario": "counted_routes",
      "band": "D3",
      "bandValue": 3,
      "referenceBand": "D5",
      "rows": 1060,
      "lsoas": 820,
      "collisions": 1005,
      "miles": 7265033376.220369,
      "clusters": 121,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": -0.017700083577136993,
      "rr": 0.9824556427588415,
      "lower95": 0.8445936852459123,
      "upper95": 1.142820632985972
    },
    {
      "sample": "development",
      "scenario": "counted_routes",
      "band": "D4",
      "bandValue": 4,
      "referenceBand": "D5",
      "rows": 953,
      "lsoas": 756,
      "collisions": 816,
      "miles": 5571128539.802319,
      "clusters": 125,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": -0.07400242162954306,
      "rr": 0.9286694449452005,
      "lower95": 0.8043289614491863,
      "upper95": 1.0722316108336614
    },
    {
      "sample": "development",
      "scenario": "counted_routes",
      "band": "D5",
      "bandValue": 5,
      "referenceBand": "D5",
      "rows": 954,
      "lsoas": 778,
      "collisions": 807,
      "miles": 4344657594.870981,
      "clusters": 131,
      "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": 830,
      "lsoas": 677,
      "collisions": 668,
      "miles": 3116414186.5978975,
      "clusters": 135,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": 0.027175735496501457,
      "rr": 1.0275483636194087,
      "lower95": 0.8881770901754034,
      "upper95": 1.1887895457519706
    },
    {
      "sample": "development",
      "scenario": "counted_routes",
      "band": "D7",
      "bandValue": 7,
      "referenceBand": "D5",
      "rows": 842,
      "lsoas": 652,
      "collisions": 836,
      "miles": 3018404482.439433,
      "clusters": 129,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": 0.21688933944403715,
      "rr": 1.2422066312551667,
      "lower95": 1.0168598429919795,
      "upper95": 1.5174926272966025
    },
    {
      "sample": "development",
      "scenario": "counted_routes",
      "band": "D8",
      "bandValue": 8,
      "referenceBand": "D5",
      "rows": 803,
      "lsoas": 644,
      "collisions": 794,
      "miles": 2307107869.9101763,
      "clusters": 137,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": 0.20933397851008093,
      "rr": 1.2328566774167447,
      "lower95": 0.9931418609830462,
      "upper95": 1.5304314990273093
    },
    {
      "sample": "development",
      "scenario": "counted_routes",
      "band": "D9",
      "bandValue": 9,
      "referenceBand": "D5",
      "rows": 888,
      "lsoas": 699,
      "collisions": 1075,
      "miles": 2552167157.1263328,
      "clusters": 133,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": 0.2736836135113717,
      "rr": 1.3147987518654811,
      "lower95": 1.0441102700548694,
      "upper95": 1.6556639729405032
    },
    {
      "sample": "development",
      "scenario": "counted_routes",
      "band": "D10",
      "bandValue": 10,
      "referenceBand": "D5",
      "rows": 1499,
      "lsoas": 1096,
      "collisions": 3400,
      "miles": 2693806081.364335,
      "clusters": 107,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": 0.80915882827781,
      "rr": 2.24601790509703,
      "lower95": 1.788671372301424,
      "upper95": 2.820303666808138
    }
  ],
  "raw": [
    {
      "feature": "no_car",
      "scenario": "fitted",
      "year": 2022,
      "band": "D1",
      "bandValue": 1,
      "nationalLSOAs": 3572,
      "eligibleLSOAs": 3197,
      "collisions": 11180,
      "miles": 66449769130.45482,
      "frequencyPer100k": 0.016824738665459193,
      "clusters": 129,
      "sourceReportingAreas": null
    },
    {
      "feature": "no_car",
      "scenario": "fitted",
      "year": 2022,
      "band": "D2",
      "bandValue": 2,
      "nationalLSOAs": 3563,
      "eligibleLSOAs": 3238,
      "collisions": 9405,
      "miles": 48284517109.71403,
      "frequencyPer100k": 0.01947829358763096,
      "clusters": 142,
      "sourceReportingAreas": null
    },
    {
      "feature": "no_car",
      "scenario": "fitted",
      "year": 2022,
      "band": "D3",
      "bandValue": 3,
      "nationalLSOAs": 3567,
      "eligibleLSOAs": 3289,
      "collisions": 7436,
      "miles": 31919592569.062702,
      "frequencyPer100k": 0.023296036701944512,
      "clusters": 147,
      "sourceReportingAreas": null
    },
    {
      "feature": "no_car",
      "scenario": "fitted",
      "year": 2022,
      "band": "D4",
      "bandValue": 4,
      "nationalLSOAs": 3567,
      "eligibleLSOAs": 3306,
      "collisions": 6596,
      "miles": 24926379229.404068,
      "frequencyPer100k": 0.026461925895033794,
      "clusters": 148,
      "sourceReportingAreas": null
    },
    {
      "feature": "no_car",
      "scenario": "fitted",
      "year": 2022,
      "band": "D5",
      "bandValue": 5,
      "nationalLSOAs": 3568,
      "eligibleLSOAs": 3298,
      "collisions": 6881,
      "miles": 20948042336.015995,
      "frequencyPer100k": 0.032847938196923956,
      "clusters": 149,
      "sourceReportingAreas": null
    },
    {
      "feature": "no_car",
      "scenario": "fitted",
      "year": 2022,
      "band": "D6",
      "bandValue": 6,
      "nationalLSOAs": 3567,
      "eligibleLSOAs": 3298,
      "collisions": 6880,
      "miles": 17963041732.560486,
      "frequencyPer100k": 0.03830086297427597,
      "clusters": 154,
      "sourceReportingAreas": null
    },
    {
      "feature": "no_car",
      "scenario": "fitted",
      "year": 2022,
      "band": "D7",
      "bandValue": 7,
      "nationalLSOAs": 3568,
      "eligibleLSOAs": 3292,
      "collisions": 8108,
      "miles": 16580224555.585728,
      "frequencyPer100k": 0.04890162960590596,
      "clusters": 155,
      "sourceReportingAreas": null
    },
    {
      "feature": "no_car",
      "scenario": "fitted",
      "year": 2022,
      "band": "D8",
      "bandValue": 8,
      "nationalLSOAs": 3566,
      "eligibleLSOAs": 3336,
      "collisions": 8725,
      "miles": 14835106685.240767,
      "frequencyPer100k": 0.058813193495132574,
      "clusters": 155,
      "sourceReportingAreas": null
    },
    {
      "feature": "no_car",
      "scenario": "fitted",
      "year": 2022,
      "band": "D9",
      "bandValue": 9,
      "nationalLSOAs": 3567,
      "eligibleLSOAs": 3382,
      "collisions": 10368,
      "miles": 14695947328.542265,
      "frequencyPer100k": 0.07055006232815911,
      "clusters": 154,
      "sourceReportingAreas": null
    },
    {
      "feature": "no_car",
      "scenario": "fitted",
      "year": 2022,
      "band": "D10",
      "bandValue": 10,
      "nationalLSOAs": 3567,
      "eligibleLSOAs": 3472,
      "collisions": 19332,
      "miles": 13649579323.419151,
      "frequencyPer100k": 0.14163073851537156,
      "clusters": 144,
      "sourceReportingAreas": null
    },
    {
      "feature": "no_car",
      "scenario": "fitted",
      "year": 2023,
      "band": "D1",
      "bandValue": 1,
      "nationalLSOAs": 3572,
      "eligibleLSOAs": 3197,
      "collisions": 10923,
      "miles": 68057963366.4442,
      "frequencyPer100k": 0.016049554614479628,
      "clusters": 129,
      "sourceReportingAreas": null
    },
    {
      "feature": "no_car",
      "scenario": "fitted",
      "year": 2023,
      "band": "D2",
      "bandValue": 2,
      "nationalLSOAs": 3563,
      "eligibleLSOAs": 3238,
      "collisions": 9148,
      "miles": 49548031234.382385,
      "frequencyPer100k": 0.01846289301935375,
      "clusters": 142,
      "sourceReportingAreas": null
    },
    {
      "feature": "no_car",
      "scenario": "fitted",
      "year": 2023,
      "band": "D3",
      "bandValue": 3,
      "nationalLSOAs": 3567,
      "eligibleLSOAs": 3289,
      "collisions": 7261,
      "miles": 32712360930.62305,
      "frequencyPer100k": 0.02219650246400514,
      "clusters": 147,
      "sourceReportingAreas": null
    },
    {
      "feature": "no_car",
      "scenario": "fitted",
      "year": 2023,
      "band": "D4",
      "bandValue": 4,
      "nationalLSOAs": 3567,
      "eligibleLSOAs": 3306,
      "collisions": 6527,
      "miles": 25409955922.422405,
      "frequencyPer100k": 0.025686782062618242,
      "clusters": 148,
      "sourceReportingAreas": null
    },
    {
      "feature": "no_car",
      "scenario": "fitted",
      "year": 2023,
      "band": "D5",
      "bandValue": 5,
      "nationalLSOAs": 3568,
      "eligibleLSOAs": 3298,
      "collisions": 6744,
      "miles": 21375449714.269707,
      "frequencyPer100k": 0.031550213399710966,
      "clusters": 149,
      "sourceReportingAreas": null
    },
    {
      "feature": "no_car",
      "scenario": "fitted",
      "year": 2023,
      "band": "D6",
      "bandValue": 6,
      "nationalLSOAs": 3567,
      "eligibleLSOAs": 3298,
      "collisions": 6832,
      "miles": 18317400040.98707,
      "frequencyPer100k": 0.03729786970155534,
      "clusters": 154,
      "sourceReportingAreas": null
    },
    {
      "feature": "no_car",
      "scenario": "fitted",
      "year": 2023,
      "band": "D7",
      "bandValue": 7,
      "nationalLSOAs": 3568,
      "eligibleLSOAs": 3292,
      "collisions": 7710,
      "miles": 16895386718.338253,
      "frequencyPer100k": 0.04563375866165624,
      "clusters": 155,
      "sourceReportingAreas": null
    },
    {
      "feature": "no_car",
      "scenario": "fitted",
      "year": 2023,
      "band": "D8",
      "bandValue": 8,
      "nationalLSOAs": 3566,
      "eligibleLSOAs": 3336,
      "collisions": 8491,
      "miles": 15089192585.266186,
      "frequencyPer100k": 0.05627206327985383,
      "clusters": 155,
      "sourceReportingAreas": null
    },
    {
      "feature": "no_car",
      "scenario": "fitted",
      "year": 2023,
      "band": "D9",
      "bandValue": 9,
      "nationalLSOAs": 3567,
      "eligibleLSOAs": 3382,
      "collisions": 10402,
      "miles": 14963786644.580715,
      "frequencyPer100k": 0.06951449019601724,
      "clusters": 154,
      "sourceReportingAreas": null
    },
    {
      "feature": "no_car",
      "scenario": "fitted",
      "year": 2023,
      "band": "D10",
      "bandValue": 10,
      "nationalLSOAs": 3567,
      "eligibleLSOAs": 3472,
      "collisions": 18665,
      "miles": 13840072842.686035,
      "frequencyPer100k": 0.1348620069573099,
      "clusters": 144,
      "sourceReportingAreas": null
    },
    {
      "feature": "no_car",
      "scenario": "fitted",
      "year": 2024,
      "band": "D1",
      "bandValue": 1,
      "nationalLSOAs": 3572,
      "eligibleLSOAs": 3451,
      "collisions": 11435,
      "miles": 75943517407.96167,
      "frequencyPer100k": 0.015057243054166452,
      "clusters": 136,
      "sourceReportingAreas": null
    },
    {
      "feature": "no_car",
      "scenario": "fitted",
      "year": 2024,
      "band": "D2",
      "bandValue": 2,
      "nationalLSOAs": 3563,
      "eligibleLSOAs": 3477,
      "collisions": 9923,
      "miles": 54124447713.231,
      "frequencyPer100k": 0.01833367437313226,
      "clusters": 149,
      "sourceReportingAreas": null
    },
    {
      "feature": "no_car",
      "scenario": "fitted",
      "year": 2024,
      "band": "D3",
      "bandValue": 3,
      "nationalLSOAs": 3567,
      "eligibleLSOAs": 3494,
      "collisions": 7292,
      "miles": 35126074283.83912,
      "frequencyPer100k": 0.02075950742766299,
      "clusters": 154,
      "sourceReportingAreas": null
    },
    {
      "feature": "no_car",
      "scenario": "fitted",
      "year": 2024,
      "band": "D4",
      "bandValue": 4,
      "nationalLSOAs": 3567,
      "eligibleLSOAs": 3486,
      "collisions": 6439,
      "miles": 26867543339.25396,
      "frequencyPer100k": 0.023965719227453545,
      "clusters": 155,
      "sourceReportingAreas": null
    },
    {
      "feature": "no_car",
      "scenario": "fitted",
      "year": 2024,
      "band": "D5",
      "bandValue": 5,
      "nationalLSOAs": 3568,
      "eligibleLSOAs": 3486,
      "collisions": 6849,
      "miles": 22868480082.718376,
      "frequencyPer100k": 0.029949519929729673,
      "clusters": 156,
      "sourceReportingAreas": null
    },
    {
      "feature": "no_car",
      "scenario": "fitted",
      "year": 2024,
      "band": "D6",
      "bandValue": 6,
      "nationalLSOAs": 3567,
      "eligibleLSOAs": 3493,
      "collisions": 6900,
      "miles": 19454394342.765656,
      "frequencyPer100k": 0.035467565211382925,
      "clusters": 161,
      "sourceReportingAreas": null
    },
    {
      "feature": "no_car",
      "scenario": "fitted",
      "year": 2024,
      "band": "D7",
      "bandValue": 7,
      "nationalLSOAs": 3568,
      "eligibleLSOAs": 3473,
      "collisions": 7797,
      "miles": 18004010956.03531,
      "frequencyPer100k": 0.04330701652559419,
      "clusters": 162,
      "sourceReportingAreas": null
    },
    {
      "feature": "no_car",
      "scenario": "fitted",
      "year": 2024,
      "band": "D8",
      "bandValue": 8,
      "nationalLSOAs": 3566,
      "eligibleLSOAs": 3480,
      "collisions": 8374,
      "miles": 16108199682.414389,
      "frequencyPer100k": 0.051985946071565314,
      "clusters": 162,
      "sourceReportingAreas": null
    },
    {
      "feature": "no_car",
      "scenario": "fitted",
      "year": 2024,
      "band": "D9",
      "bandValue": 9,
      "nationalLSOAs": 3567,
      "eligibleLSOAs": 3486,
      "collisions": 10376,
      "miles": 15765838025.422773,
      "frequencyPer100k": 0.06581318407095432,
      "clusters": 161,
      "sourceReportingAreas": null
    },
    {
      "feature": "no_car",
      "scenario": "fitted",
      "year": 2024,
      "band": "D10",
      "bandValue": 10,
      "nationalLSOAs": 3567,
      "eligibleLSOAs": 3518,
      "collisions": 17109,
      "miles": 14377694166.357744,
      "frequencyPer100k": 0.11899682801734103,
      "clusters": 150,
      "sourceReportingAreas": null
    },
    {
      "feature": "no_car",
      "scenario": "fitted",
      "year": 2025,
      "band": "D1",
      "bandValue": 1,
      "nationalLSOAs": 3572,
      "eligibleLSOAs": 3451,
      "collisions": 11903,
      "miles": 77574214618.88751,
      "frequencyPer100k": 0.01534401612504614,
      "clusters": 136,
      "sourceReportingAreas": null
    },
    {
      "feature": "no_car",
      "scenario": "fitted",
      "year": 2025,
      "band": "D2",
      "bandValue": 2,
      "nationalLSOAs": 3563,
      "eligibleLSOAs": 3477,
      "collisions": 9913,
      "miles": 55315453100.808945,
      "frequencyPer100k": 0.01792085112623805,
      "clusters": 149,
      "sourceReportingAreas": null
    },
    {
      "feature": "no_car",
      "scenario": "fitted",
      "year": 2025,
      "band": "D3",
      "bandValue": 3,
      "nationalLSOAs": 3567,
      "eligibleLSOAs": 3494,
      "collisions": 7306,
      "miles": 35890302310.88917,
      "frequencyPer100k": 0.020356473837177317,
      "clusters": 154,
      "sourceReportingAreas": null
    },
    {
      "feature": "no_car",
      "scenario": "fitted",
      "year": 2025,
      "band": "D4",
      "bandValue": 4,
      "nationalLSOAs": 3567,
      "eligibleLSOAs": 3486,
      "collisions": 6586,
      "miles": 27389751809.65288,
      "frequencyPer100k": 0.02404548988165317,
      "clusters": 155,
      "sourceReportingAreas": null
    },
    {
      "feature": "no_car",
      "scenario": "fitted",
      "year": 2025,
      "band": "D5",
      "bandValue": 5,
      "nationalLSOAs": 3568,
      "eligibleLSOAs": 3486,
      "collisions": 6675,
      "miles": 23366824141.848347,
      "frequencyPer100k": 0.028566141292797862,
      "clusters": 156,
      "sourceReportingAreas": null
    },
    {
      "feature": "no_car",
      "scenario": "fitted",
      "year": 2025,
      "band": "D6",
      "bandValue": 6,
      "nationalLSOAs": 3567,
      "eligibleLSOAs": 3493,
      "collisions": 6865,
      "miles": 19808913688.823425,
      "frequencyPer100k": 0.03465611546317841,
      "clusters": 161,
      "sourceReportingAreas": null
    },
    {
      "feature": "no_car",
      "scenario": "fitted",
      "year": 2025,
      "band": "D7",
      "bandValue": 7,
      "nationalLSOAs": 3568,
      "eligibleLSOAs": 3473,
      "collisions": 7608,
      "miles": 18302395593.78912,
      "frequencyPer100k": 0.04156832891636196,
      "clusters": 162,
      "sourceReportingAreas": null
    },
    {
      "feature": "no_car",
      "scenario": "fitted",
      "year": 2025,
      "band": "D8",
      "bandValue": 8,
      "nationalLSOAs": 3566,
      "eligibleLSOAs": 3480,
      "collisions": 8303,
      "miles": 16359338885.654173,
      "frequencyPer100k": 0.05075388472624076,
      "clusters": 162,
      "sourceReportingAreas": null
    },
    {
      "feature": "no_car",
      "scenario": "fitted",
      "year": 2025,
      "band": "D9",
      "bandValue": 9,
      "nationalLSOAs": 3567,
      "eligibleLSOAs": 3485,
      "collisions": 10316,
      "miles": 15995979104.09666,
      "frequencyPer100k": 0.06449120702688349,
      "clusters": 161,
      "sourceReportingAreas": null
    },
    {
      "feature": "no_car",
      "scenario": "fitted",
      "year": 2025,
      "band": "D10",
      "bandValue": 10,
      "nationalLSOAs": 3567,
      "eligibleLSOAs": 3518,
      "collisions": 17316,
      "miles": 14464726745.549768,
      "frequencyPer100k": 0.11971190541381956,
      "clusters": 150,
      "sourceReportingAreas": null
    },
    {
      "feature": "no_car",
      "scenario": "benchmark",
      "year": 2022,
      "band": "D1",
      "bandValue": 1,
      "nationalLSOAs": 3572,
      "eligibleLSOAs": 3197,
      "collisions": 11180,
      "miles": 66375207508.07214,
      "frequencyPer100k": 0.01684363849053181,
      "clusters": 129,
      "sourceReportingAreas": null
    },
    {
      "feature": "no_car",
      "scenario": "benchmark",
      "year": 2022,
      "band": "D2",
      "bandValue": 2,
      "nationalLSOAs": 3563,
      "eligibleLSOAs": 3238,
      "collisions": 9405,
      "miles": 48510377499.75165,
      "frequencyPer100k": 0.019387604229730328,
      "clusters": 142,
      "sourceReportingAreas": null
    },
    {
      "feature": "no_car",
      "scenario": "benchmark",
      "year": 2022,
      "band": "D3",
      "bandValue": 3,
      "nationalLSOAs": 3567,
      "eligibleLSOAs": 3289,
      "collisions": 7436,
      "miles": 32228300051.080418,
      "frequencyPer100k": 0.023072889318438365,
      "clusters": 147,
      "sourceReportingAreas": null
    },
    {
      "feature": "no_car",
      "scenario": "benchmark",
      "year": 2022,
      "band": "D4",
      "bandValue": 4,
      "nationalLSOAs": 3567,
      "eligibleLSOAs": 3306,
      "collisions": 6596,
      "miles": 25178597095.47174,
      "frequencyPer100k": 0.02619685272769332,
      "clusters": 148,
      "sourceReportingAreas": null
    },
    {
      "feature": "no_car",
      "scenario": "benchmark",
      "year": 2022,
      "band": "D5",
      "bandValue": 5,
      "nationalLSOAs": 3568,
      "eligibleLSOAs": 3298,
      "collisions": 6881,
      "miles": 21034555177.51021,
      "frequencyPer100k": 0.03271283819377863,
      "clusters": 149,
      "sourceReportingAreas": null
    },
    {
      "feature": "no_car",
      "scenario": "benchmark",
      "year": 2022,
      "band": "D6",
      "bandValue": 6,
      "nationalLSOAs": 3567,
      "eligibleLSOAs": 3298,
      "collisions": 6880,
      "miles": 18008678036.513874,
      "frequencyPer100k": 0.03820380366648963,
      "clusters": 154,
      "sourceReportingAreas": null
    },
    {
      "feature": "no_car",
      "scenario": "benchmark",
      "year": 2022,
      "band": "D7",
      "bandValue": 7,
      "nationalLSOAs": 3568,
      "eligibleLSOAs": 3292,
      "collisions": 8108,
      "miles": 16458605061.564493,
      "frequencyPer100k": 0.049262984133050726,
      "clusters": 155,
      "sourceReportingAreas": null
    },
    {
      "feature": "no_car",
      "scenario": "benchmark",
      "year": 2022,
      "band": "D8",
      "bandValue": 8,
      "nationalLSOAs": 3566,
      "eligibleLSOAs": 3336,
      "collisions": 8725,
      "miles": 14668502923.62283,
      "frequencyPer100k": 0.059481189358110025,
      "clusters": 155,
      "sourceReportingAreas": null
    },
    {
      "feature": "no_car",
      "scenario": "benchmark",
      "year": 2022,
      "band": "D9",
      "bandValue": 9,
      "nationalLSOAs": 3567,
      "eligibleLSOAs": 3382,
      "collisions": 10368,
      "miles": 14466913853.33697,
      "frequencyPer100k": 0.07166697821739289,
      "clusters": 154,
      "sourceReportingAreas": null
    },
    {
      "feature": "no_car",
      "scenario": "benchmark",
      "year": 2022,
      "band": "D10",
      "bandValue": 10,
      "nationalLSOAs": 3567,
      "eligibleLSOAs": 3472,
      "collisions": 19332,
      "miles": 13322462793.075665,
      "frequencyPer100k": 0.14510830542568892,
      "clusters": 144,
      "sourceReportingAreas": null
    },
    {
      "feature": "no_car",
      "scenario": "benchmark",
      "year": 2023,
      "band": "D1",
      "bandValue": 1,
      "nationalLSOAs": 3572,
      "eligibleLSOAs": 3197,
      "collisions": 10923,
      "miles": 67981079452.6929,
      "frequencyPer100k": 0.016067706026352768,
      "clusters": 129,
      "sourceReportingAreas": null
    },
    {
      "feature": "no_car",
      "scenario": "benchmark",
      "year": 2023,
      "band": "D2",
      "bandValue": 2,
      "nationalLSOAs": 3563,
      "eligibleLSOAs": 3238,
      "collisions": 9148,
      "miles": 49778255967.49977,
      "frequencyPer100k": 0.01837750202814002,
      "clusters": 142,
      "sourceReportingAreas": null
    },
    {
      "feature": "no_car",
      "scenario": "benchmark",
      "year": 2023,
      "band": "D3",
      "bandValue": 3,
      "nationalLSOAs": 3567,
      "eligibleLSOAs": 3289,
      "collisions": 7261,
      "miles": 33026304524.398262,
      "frequencyPer100k": 0.02198550550709032,
      "clusters": 147,
      "sourceReportingAreas": null
    },
    {
      "feature": "no_car",
      "scenario": "benchmark",
      "year": 2023,
      "band": "D4",
      "bandValue": 4,
      "nationalLSOAs": 3567,
      "eligibleLSOAs": 3306,
      "collisions": 6527,
      "miles": 25664589417.90682,
      "frequencyPer100k": 0.02543192838084505,
      "clusters": 148,
      "sourceReportingAreas": null
    },
    {
      "feature": "no_car",
      "scenario": "benchmark",
      "year": 2023,
      "band": "D5",
      "bandValue": 5,
      "nationalLSOAs": 3568,
      "eligibleLSOAs": 3298,
      "collisions": 6744,
      "miles": 21463057882.033844,
      "frequencyPer100k": 0.031421431359252974,
      "clusters": 149,
      "sourceReportingAreas": null
    },
    {
      "feature": "no_car",
      "scenario": "benchmark",
      "year": 2023,
      "band": "D6",
      "bandValue": 6,
      "nationalLSOAs": 3567,
      "eligibleLSOAs": 3298,
      "collisions": 6832,
      "miles": 18363098913.076023,
      "frequencyPer100k": 0.037205049280299086,
      "clusters": 154,
      "sourceReportingAreas": null
    },
    {
      "feature": "no_car",
      "scenario": "benchmark",
      "year": 2023,
      "band": "D7",
      "bandValue": 7,
      "nationalLSOAs": 3568,
      "eligibleLSOAs": 3292,
      "collisions": 7710,
      "miles": 16771644276.686504,
      "frequencyPer100k": 0.045970447934656704,
      "clusters": 155,
      "sourceReportingAreas": null
    },
    {
      "feature": "no_car",
      "scenario": "benchmark",
      "year": 2023,
      "band": "D8",
      "bandValue": 8,
      "nationalLSOAs": 3566,
      "eligibleLSOAs": 3336,
      "collisions": 8491,
      "miles": 14920784823.045395,
      "frequencyPer100k": 0.05690719423073183,
      "clusters": 155,
      "sourceReportingAreas": null
    },
    {
      "feature": "no_car",
      "scenario": "benchmark",
      "year": 2023,
      "band": "D9",
      "bandValue": 9,
      "nationalLSOAs": 3567,
      "eligibleLSOAs": 3382,
      "collisions": 10402,
      "miles": 14731452179.08094,
      "frequencyPer100k": 0.07061082555575288,
      "clusters": 154,
      "sourceReportingAreas": null
    },
    {
      "feature": "no_car",
      "scenario": "benchmark",
      "year": 2023,
      "band": "D10",
      "bandValue": 10,
      "nationalLSOAs": 3567,
      "eligibleLSOAs": 3472,
      "collisions": 18665,
      "miles": 13509332563.579544,
      "frequencyPer100k": 0.13816374652231056,
      "clusters": 144,
      "sourceReportingAreas": null
    },
    {
      "feature": "no_car",
      "scenario": "benchmark",
      "year": 2024,
      "band": "D1",
      "bandValue": 1,
      "nationalLSOAs": 3572,
      "eligibleLSOAs": 3451,
      "collisions": 11435,
      "miles": 75820386663.74646,
      "frequencyPer100k": 0.015081695706344439,
      "clusters": 136,
      "sourceReportingAreas": null
    },
    {
      "feature": "no_car",
      "scenario": "benchmark",
      "year": 2024,
      "band": "D2",
      "bandValue": 2,
      "nationalLSOAs": 3563,
      "eligibleLSOAs": 3477,
      "collisions": 9923,
      "miles": 54363256758.96608,
      "frequencyPer100k": 0.018253137489529468,
      "clusters": 149,
      "sourceReportingAreas": null
    },
    {
      "feature": "no_car",
      "scenario": "benchmark",
      "year": 2024,
      "band": "D3",
      "bandValue": 3,
      "nationalLSOAs": 3567,
      "eligibleLSOAs": 3494,
      "collisions": 7292,
      "miles": 35453883630.87945,
      "frequencyPer100k": 0.020567563418211397,
      "clusters": 154,
      "sourceReportingAreas": null
    },
    {
      "feature": "no_car",
      "scenario": "benchmark",
      "year": 2024,
      "band": "D4",
      "bandValue": 4,
      "nationalLSOAs": 3567,
      "eligibleLSOAs": 3486,
      "collisions": 6439,
      "miles": 27131724868.01184,
      "frequencyPer100k": 0.023732365086716424,
      "clusters": 155,
      "sourceReportingAreas": null
    },
    {
      "feature": "no_car",
      "scenario": "benchmark",
      "year": 2024,
      "band": "D5",
      "bandValue": 5,
      "nationalLSOAs": 3568,
      "eligibleLSOAs": 3486,
      "collisions": 6849,
      "miles": 22955861385.253174,
      "frequencyPer100k": 0.029835517321949816,
      "clusters": 156,
      "sourceReportingAreas": null
    },
    {
      "feature": "no_car",
      "scenario": "benchmark",
      "year": 2024,
      "band": "D6",
      "bandValue": 6,
      "nationalLSOAs": 3567,
      "eligibleLSOAs": 3493,
      "collisions": 6900,
      "miles": 19510724014.663483,
      "frequencyPer100k": 0.03536516633013841,
      "clusters": 161,
      "sourceReportingAreas": null
    },
    {
      "feature": "no_car",
      "scenario": "benchmark",
      "year": 2024,
      "band": "D7",
      "bandValue": 7,
      "nationalLSOAs": 3568,
      "eligibleLSOAs": 3473,
      "collisions": 7797,
      "miles": 17889864823.5096,
      "frequencyPer100k": 0.04358333658146892,
      "clusters": 162,
      "sourceReportingAreas": null
    },
    {
      "feature": "no_car",
      "scenario": "benchmark",
      "year": 2024,
      "band": "D8",
      "bandValue": 8,
      "nationalLSOAs": 3566,
      "eligibleLSOAs": 3480,
      "collisions": 8374,
      "miles": 15951406997.619366,
      "frequencyPer100k": 0.052496936484974395,
      "clusters": 162,
      "sourceReportingAreas": null
    },
    {
      "feature": "no_car",
      "scenario": "benchmark",
      "year": 2024,
      "band": "D9",
      "bandValue": 9,
      "nationalLSOAs": 3567,
      "eligibleLSOAs": 3486,
      "collisions": 10376,
      "miles": 15530771070.526049,
      "frequencyPer100k": 0.0668093036262143,
      "clusters": 161,
      "sourceReportingAreas": null
    },
    {
      "feature": "no_car",
      "scenario": "benchmark",
      "year": 2024,
      "band": "D10",
      "bandValue": 10,
      "nationalLSOAs": 3567,
      "eligibleLSOAs": 3518,
      "collisions": 17109,
      "miles": 14032319786.824497,
      "frequencyPer100k": 0.12192567059414025,
      "clusters": 150,
      "sourceReportingAreas": null
    },
    {
      "feature": "no_car",
      "scenario": "benchmark",
      "year": 2025,
      "band": "D1",
      "bandValue": 1,
      "nationalLSOAs": 3572,
      "eligibleLSOAs": 3451,
      "collisions": 11903,
      "miles": 77449849101.45334,
      "frequencyPer100k": 0.015368654862591128,
      "clusters": 136,
      "sourceReportingAreas": null
    },
    {
      "feature": "no_car",
      "scenario": "benchmark",
      "year": 2025,
      "band": "D2",
      "bandValue": 2,
      "nationalLSOAs": 3563,
      "eligibleLSOAs": 3477,
      "collisions": 9913,
      "miles": 55557005688.30773,
      "frequencyPer100k": 0.01784293425677951,
      "clusters": 149,
      "sourceReportingAreas": null
    },
    {
      "feature": "no_car",
      "scenario": "benchmark",
      "year": 2025,
      "band": "D3",
      "bandValue": 3,
      "nationalLSOAs": 3567,
      "eligibleLSOAs": 3494,
      "collisions": 7306,
      "miles": 36222326141.11275,
      "frequencyPer100k": 0.020169880784402766,
      "clusters": 154,
      "sourceReportingAreas": null
    },
    {
      "feature": "no_car",
      "scenario": "benchmark",
      "year": 2025,
      "band": "D4",
      "bandValue": 4,
      "nationalLSOAs": 3567,
      "eligibleLSOAs": 3486,
      "collisions": 6586,
      "miles": 27658005029.659348,
      "frequencyPer100k": 0.023812274214779536,
      "clusters": 155,
      "sourceReportingAreas": null
    },
    {
      "feature": "no_car",
      "scenario": "benchmark",
      "year": 2025,
      "band": "D5",
      "bandValue": 5,
      "nationalLSOAs": 3568,
      "eligibleLSOAs": 3486,
      "collisions": 6675,
      "miles": 23455139345.359222,
      "frequencyPer100k": 0.02845858172793461,
      "clusters": 156,
      "sourceReportingAreas": null
    },
    {
      "feature": "no_car",
      "scenario": "benchmark",
      "year": 2025,
      "band": "D6",
      "bandValue": 6,
      "nationalLSOAs": 3567,
      "eligibleLSOAs": 3493,
      "collisions": 6865,
      "miles": 19866329547.364185,
      "frequencyPer100k": 0.03455595551071904,
      "clusters": 161,
      "sourceReportingAreas": null
    },
    {
      "feature": "no_car",
      "scenario": "benchmark",
      "year": 2025,
      "band": "D7",
      "bandValue": 7,
      "nationalLSOAs": 3568,
      "eligibleLSOAs": 3473,
      "collisions": 7608,
      "miles": 18186848169.948112,
      "frequencyPer100k": 0.04183242708635702,
      "clusters": 162,
      "sourceReportingAreas": null
    },
    {
      "feature": "no_car",
      "scenario": "benchmark",
      "year": 2025,
      "band": "D8",
      "bandValue": 8,
      "nationalLSOAs": 3566,
      "eligibleLSOAs": 3480,
      "collisions": 8303,
      "miles": 16199503624.412258,
      "frequencyPer100k": 0.0512546568864467,
      "clusters": 162,
      "sourceReportingAreas": null
    },
    {
      "feature": "no_car",
      "scenario": "benchmark",
      "year": 2025,
      "band": "D9",
      "bandValue": 9,
      "nationalLSOAs": 3567,
      "eligibleLSOAs": 3485,
      "collisions": 10316,
      "miles": 15757630284.595718,
      "frequencyPer100k": 0.06546669653802371,
      "clusters": 161,
      "sourceReportingAreas": null
    },
    {
      "feature": "no_car",
      "scenario": "benchmark",
      "year": 2025,
      "band": "D10",
      "bandValue": 10,
      "nationalLSOAs": 3567,
      "eligibleLSOAs": 3518,
      "collisions": 17316,
      "miles": 14115263067.787346,
      "frequencyPer100k": 0.12267571576131021,
      "clusters": 150,
      "sourceReportingAreas": null
    },
    {
      "feature": "no_car",
      "scenario": "length",
      "year": 2022,
      "band": "D1",
      "bandValue": 1,
      "nationalLSOAs": 3572,
      "eligibleLSOAs": 3197,
      "collisions": 11180,
      "miles": 70369216059.90302,
      "frequencyPer100k": 0.015887629031539632,
      "clusters": 129,
      "sourceReportingAreas": null
    },
    {
      "feature": "no_car",
      "scenario": "length",
      "year": 2022,
      "band": "D2",
      "bandValue": 2,
      "nationalLSOAs": 3563,
      "eligibleLSOAs": 3238,
      "collisions": 9405,
      "miles": 49616308578.96158,
      "frequencyPer100k": 0.018955460955005287,
      "clusters": 142,
      "sourceReportingAreas": null
    },
    {
      "feature": "no_car",
      "scenario": "length",
      "year": 2022,
      "band": "D3",
      "bandValue": 3,
      "nationalLSOAs": 3567,
      "eligibleLSOAs": 3289,
      "collisions": 7436,
      "miles": 31894345919.641193,
      "frequencyPer100k": 0.02331447717641,
      "clusters": 147,
      "sourceReportingAreas": null
    },
    {
      "feature": "no_car",
      "scenario": "length",
      "year": 2022,
      "band": "D4",
      "bandValue": 4,
      "nationalLSOAs": 3567,
      "eligibleLSOAs": 3306,
      "collisions": 6596,
      "miles": 24403050801.54909,
      "frequencyPer100k": 0.027029407321404627,
      "clusters": 148,
      "sourceReportingAreas": null
    },
    {
      "feature": "no_car",
      "scenario": "length",
      "year": 2022,
      "band": "D5",
      "bandValue": 5,
      "nationalLSOAs": 3568,
      "eligibleLSOAs": 3298,
      "collisions": 6881,
      "miles": 20215345024.767014,
      "frequencyPer100k": 0.03403849893024176,
      "clusters": 149,
      "sourceReportingAreas": null
    },
    {
      "feature": "no_car",
      "scenario": "length",
      "year": 2022,
      "band": "D6",
      "bandValue": 6,
      "nationalLSOAs": 3567,
      "eligibleLSOAs": 3298,
      "collisions": 6880,
      "miles": 17060687958.07794,
      "frequencyPer100k": 0.040326627020585294,
      "clusters": 154,
      "sourceReportingAreas": null
    },
    {
      "feature": "no_car",
      "scenario": "length",
      "year": 2022,
      "band": "D7",
      "bandValue": 7,
      "nationalLSOAs": 3568,
      "eligibleLSOAs": 3292,
      "collisions": 8108,
      "miles": 15673921715.959799,
      "frequencyPer100k": 0.051729236287712976,
      "clusters": 155,
      "sourceReportingAreas": null
    },
    {
      "feature": "no_car",
      "scenario": "length",
      "year": 2022,
      "band": "D8",
      "bandValue": 8,
      "nationalLSOAs": 3566,
      "eligibleLSOAs": 3336,
      "collisions": 8725,
      "miles": 13955752721.987106,
      "frequencyPer100k": 0.06251902117937269,
      "clusters": 155,
      "sourceReportingAreas": null
    },
    {
      "feature": "no_car",
      "scenario": "length",
      "year": 2022,
      "band": "D9",
      "bandValue": 9,
      "nationalLSOAs": 3567,
      "eligibleLSOAs": 3382,
      "collisions": 10368,
      "miles": 13985782516.024939,
      "frequencyPer100k": 0.07413242689939104,
      "clusters": 154,
      "sourceReportingAreas": null
    },
    {
      "feature": "no_car",
      "scenario": "length",
      "year": 2022,
      "band": "D10",
      "bandValue": 10,
      "nationalLSOAs": 3567,
      "eligibleLSOAs": 3472,
      "collisions": 19332,
      "miles": 13077788703.128334,
      "frequencyPer100k": 0.14782315603077145,
      "clusters": 144,
      "sourceReportingAreas": null
    },
    {
      "feature": "no_car",
      "scenario": "length",
      "year": 2023,
      "band": "D1",
      "bandValue": 1,
      "nationalLSOAs": 3572,
      "eligibleLSOAs": 3197,
      "collisions": 10923,
      "miles": 72044691752.98044,
      "frequencyPer100k": 0.015161422353574195,
      "clusters": 129,
      "sourceReportingAreas": null
    },
    {
      "feature": "no_car",
      "scenario": "length",
      "year": 2023,
      "band": "D2",
      "bandValue": 2,
      "nationalLSOAs": 3563,
      "eligibleLSOAs": 3238,
      "collisions": 9148,
      "miles": 50900176247.405945,
      "frequencyPer100k": 0.017972432856686257,
      "clusters": 142,
      "sourceReportingAreas": null
    },
    {
      "feature": "no_car",
      "scenario": "length",
      "year": 2023,
      "band": "D3",
      "bandValue": 3,
      "nationalLSOAs": 3567,
      "eligibleLSOAs": 3289,
      "collisions": 7261,
      "miles": 32685969133.532654,
      "frequencyPer100k": 0.022214424698060776,
      "clusters": 147,
      "sourceReportingAreas": null
    },
    {
      "feature": "no_car",
      "scenario": "length",
      "year": 2023,
      "band": "D4",
      "bandValue": 4,
      "nationalLSOAs": 3567,
      "eligibleLSOAs": 3306,
      "collisions": 6527,
      "miles": 24874222441.76233,
      "frequencyPer100k": 0.026240016206663642,
      "clusters": 148,
      "sourceReportingAreas": null
    },
    {
      "feature": "no_car",
      "scenario": "length",
      "year": 2023,
      "band": "D5",
      "bandValue": 5,
      "nationalLSOAs": 3568,
      "eligibleLSOAs": 3298,
      "collisions": 6744,
      "miles": 20630798714.57348,
      "frequencyPer100k": 0.03268899131489309,
      "clusters": 149,
      "sourceReportingAreas": null
    },
    {
      "feature": "no_car",
      "scenario": "length",
      "year": 2023,
      "band": "D6",
      "bandValue": 6,
      "nationalLSOAs": 3567,
      "eligibleLSOAs": 3298,
      "collisions": 6832,
      "miles": 17398965683.581684,
      "frequencyPer100k": 0.0392667019652032,
      "clusters": 154,
      "sourceReportingAreas": null
    },
    {
      "feature": "no_car",
      "scenario": "length",
      "year": 2023,
      "band": "D7",
      "bandValue": 7,
      "nationalLSOAs": 3568,
      "eligibleLSOAs": 3292,
      "collisions": 7710,
      "miles": 15974381270.566116,
      "frequencyPer100k": 0.048264780146484915,
      "clusters": 155,
      "sourceReportingAreas": null
    },
    {
      "feature": "no_car",
      "scenario": "length",
      "year": 2023,
      "band": "D8",
      "bandValue": 8,
      "nationalLSOAs": 3566,
      "eligibleLSOAs": 3336,
      "collisions": 8491,
      "miles": 14196214671.314571,
      "frequencyPer100k": 0.05981171880386712,
      "clusters": 155,
      "sourceReportingAreas": null
    },
    {
      "feature": "no_car",
      "scenario": "length",
      "year": 2023,
      "band": "D9",
      "bandValue": 9,
      "nationalLSOAs": 3567,
      "eligibleLSOAs": 3382,
      "collisions": 10402,
      "miles": 14243119930.806118,
      "frequencyPer100k": 0.07303175182497589,
      "clusters": 154,
      "sourceReportingAreas": null
    },
    {
      "feature": "no_car",
      "scenario": "length",
      "year": 2023,
      "band": "D10",
      "bandValue": 10,
      "nationalLSOAs": 3567,
      "eligibleLSOAs": 3472,
      "collisions": 18665,
      "miles": 13261060153.476677,
      "frequencyPer100k": 0.14075043611883897,
      "clusters": 144,
      "sourceReportingAreas": null
    },
    {
      "feature": "no_car",
      "scenario": "length",
      "year": 2024,
      "band": "D1",
      "bandValue": 1,
      "nationalLSOAs": 3572,
      "eligibleLSOAs": 3451,
      "collisions": 11435,
      "miles": 80378927578.48123,
      "frequencyPer100k": 0.014226365472262583,
      "clusters": 136,
      "sourceReportingAreas": null
    },
    {
      "feature": "no_car",
      "scenario": "length",
      "year": 2024,
      "band": "D2",
      "bandValue": 2,
      "nationalLSOAs": 3563,
      "eligibleLSOAs": 3477,
      "collisions": 9923,
      "miles": 55538601773.86414,
      "frequencyPer100k": 0.017866852392869666,
      "clusters": 149,
      "sourceReportingAreas": null
    },
    {
      "feature": "no_car",
      "scenario": "length",
      "year": 2024,
      "band": "D3",
      "bandValue": 3,
      "nationalLSOAs": 3567,
      "eligibleLSOAs": 3494,
      "collisions": 7292,
      "miles": 35064490538.37316,
      "frequencyPer100k": 0.020795967339151643,
      "clusters": 154,
      "sourceReportingAreas": null
    },
    {
      "feature": "no_car",
      "scenario": "length",
      "year": 2024,
      "band": "D4",
      "bandValue": 4,
      "nationalLSOAs": 3567,
      "eligibleLSOAs": 3486,
      "collisions": 6439,
      "miles": 26256170257.858303,
      "frequencyPer100k": 0.024523759317385024,
      "clusters": 155,
      "sourceReportingAreas": null
    },
    {
      "feature": "no_car",
      "scenario": "length",
      "year": 2024,
      "band": "D5",
      "bandValue": 5,
      "nationalLSOAs": 3568,
      "eligibleLSOAs": 3486,
      "collisions": 6849,
      "miles": 22017296138.17361,
      "frequencyPer100k": 0.031107361944072674,
      "clusters": 156,
      "sourceReportingAreas": null
    },
    {
      "feature": "no_car",
      "scenario": "length",
      "year": 2024,
      "band": "D6",
      "bandValue": 6,
      "nationalLSOAs": 3567,
      "eligibleLSOAs": 3493,
      "collisions": 6900,
      "miles": 18441705696.326565,
      "frequencyPer100k": 0.03741519419960391,
      "clusters": 161,
      "sourceReportingAreas": null
    },
    {
      "feature": "no_car",
      "scenario": "length",
      "year": 2024,
      "band": "D7",
      "bandValue": 7,
      "nationalLSOAs": 3568,
      "eligibleLSOAs": 3473,
      "collisions": 7797,
      "miles": 16997178320.151728,
      "frequencyPer100k": 0.045872319823555274,
      "clusters": 162,
      "sourceReportingAreas": null
    },
    {
      "feature": "no_car",
      "scenario": "length",
      "year": 2024,
      "band": "D8",
      "bandValue": 8,
      "nationalLSOAs": 3566,
      "eligibleLSOAs": 3480,
      "collisions": 8374,
      "miles": 15171506053.27014,
      "frequencyPer100k": 0.05519557498508875,
      "clusters": 162,
      "sourceReportingAreas": null
    },
    {
      "feature": "no_car",
      "scenario": "length",
      "year": 2024,
      "band": "D9",
      "bandValue": 9,
      "nationalLSOAs": 3567,
      "eligibleLSOAs": 3486,
      "collisions": 10376,
      "miles": 15009625521.819786,
      "frequencyPer100k": 0.06912897317069107,
      "clusters": 161,
      "sourceReportingAreas": null
    },
    {
      "feature": "no_car",
      "scenario": "length",
      "year": 2024,
      "band": "D10",
      "bandValue": 10,
      "nationalLSOAs": 3567,
      "eligibleLSOAs": 3518,
      "collisions": 17109,
      "miles": 13764698121.681343,
      "frequencyPer100k": 0.12429622392554261,
      "clusters": 150,
      "sourceReportingAreas": null
    },
    {
      "feature": "no_car",
      "scenario": "length",
      "year": 2025,
      "band": "D1",
      "bandValue": 1,
      "nationalLSOAs": 3572,
      "eligibleLSOAs": 3451,
      "collisions": 11903,
      "miles": 82087817774.81183,
      "frequencyPer100k": 0.014500324558088527,
      "clusters": 136,
      "sourceReportingAreas": null
    },
    {
      "feature": "no_car",
      "scenario": "length",
      "year": 2025,
      "band": "D2",
      "bandValue": 2,
      "nationalLSOAs": 3563,
      "eligibleLSOAs": 3477,
      "collisions": 9913,
      "miles": 56756915941.2173,
      "frequencyPer100k": 0.017465712919050812,
      "clusters": 149,
      "sourceReportingAreas": null
    },
    {
      "feature": "no_car",
      "scenario": "length",
      "year": 2025,
      "band": "D3",
      "bandValue": 3,
      "nationalLSOAs": 3567,
      "eligibleLSOAs": 3494,
      "collisions": 7306,
      "miles": 35827631580.439545,
      "frequencyPer100k": 0.020392081970578218,
      "clusters": 154,
      "sourceReportingAreas": null
    },
    {
      "feature": "no_car",
      "scenario": "length",
      "year": 2025,
      "band": "D4",
      "bandValue": 4,
      "nationalLSOAs": 3567,
      "eligibleLSOAs": 3486,
      "collisions": 6586,
      "miles": 26766836858.639008,
      "frequencyPer100k": 0.024605073938254177,
      "clusters": 155,
      "sourceReportingAreas": null
    },
    {
      "feature": "no_car",
      "scenario": "length",
      "year": 2025,
      "band": "D5",
      "bandValue": 5,
      "nationalLSOAs": 3568,
      "eligibleLSOAs": 3486,
      "collisions": 6675,
      "miles": 22499754859.51871,
      "frequencyPer100k": 0.029666989892452474,
      "clusters": 156,
      "sourceReportingAreas": null
    },
    {
      "feature": "no_car",
      "scenario": "length",
      "year": 2025,
      "band": "D6",
      "bandValue": 6,
      "nationalLSOAs": 3567,
      "eligibleLSOAs": 3493,
      "collisions": 6865,
      "miles": 18777683261.56703,
      "frequencyPer100k": 0.036559355615774204,
      "clusters": 161,
      "sourceReportingAreas": null
    },
    {
      "feature": "no_car",
      "scenario": "length",
      "year": 2025,
      "band": "D7",
      "bandValue": 7,
      "nationalLSOAs": 3568,
      "eligibleLSOAs": 3473,
      "collisions": 7608,
      "miles": 17277544129.920177,
      "frequencyPer100k": 0.04403403598793267,
      "clusters": 162,
      "sourceReportingAreas": null
    },
    {
      "feature": "no_car",
      "scenario": "length",
      "year": 2025,
      "band": "D8",
      "bandValue": 8,
      "nationalLSOAs": 3566,
      "eligibleLSOAs": 3480,
      "collisions": 8303,
      "miles": 15404345242.435923,
      "frequencyPer100k": 0.05390037596097806,
      "clusters": 162,
      "sourceReportingAreas": null
    },
    {
      "feature": "no_car",
      "scenario": "length",
      "year": 2025,
      "band": "D9",
      "bandValue": 9,
      "nationalLSOAs": 3567,
      "eligibleLSOAs": 3485,
      "collisions": 10316,
      "miles": 15226357805.279263,
      "frequencyPer100k": 0.06775093644800105,
      "clusters": 161,
      "sourceReportingAreas": null
    },
    {
      "feature": "no_car",
      "scenario": "length",
      "year": 2025,
      "band": "D10",
      "bandValue": 10,
      "nationalLSOAs": 3567,
      "eligibleLSOAs": 3518,
      "collisions": 17316,
      "miles": 13843012546.171204,
      "frequencyPer100k": 0.12508837900886957,
      "clusters": 150,
      "sourceReportingAreas": null
    }
  ],
  "subgroups": [
    {
      "feature": "no_car",
      "form": "categorical",
      "scenario": "fitted",
      "sample": "temporal_2023",
      "dimension": "year",
      "group": "2023",
      "rows": 33108,
      "observed": 92703.0,
      "baseExpected": 97536.70796420943,
      "expected": 97403.83122086652,
      "baseDeviance": 70909.04750319224,
      "featureDeviance": 65908.81831816313,
      "gain": 0.07051609577471762,
      "oe": 0.9517387441341273
    },
    {
      "feature": "no_car",
      "form": "categorical",
      "scenario": "fitted",
      "sample": "temporal_2023",
      "dimension": "region",
      "group": "East Midlands",
      "rows": 2847,
      "observed": 7798.0,
      "baseExpected": 7917.794928232712,
      "expected": 7901.061016594888,
      "baseDeviance": 5990.656178229321,
      "featureDeviance": 5490.809785883754,
      "gain": 0.08343766984359113,
      "oe": 0.9869560535757886
    },
    {
      "feature": "no_car",
      "form": "categorical",
      "scenario": "fitted",
      "sample": "temporal_2023",
      "dimension": "region",
      "group": "East of England",
      "rows": 3758,
      "observed": 9557.0,
      "baseExpected": 10437.304581155866,
      "expected": 10400.016331227289,
      "baseDeviance": 7634.583762542322,
      "featureDeviance": 7237.041540300454,
      "gain": 0.05207123722871909,
      "oe": 0.9189408646699879
    },
    {
      "feature": "no_car",
      "form": "categorical",
      "scenario": "fitted",
      "sample": "temporal_2023",
      "dimension": "region",
      "group": "London",
      "rows": 4992,
      "observed": 22068.0,
      "baseExpected": 22672.037596228052,
      "expected": 22689.509603943035,
      "baseDeviance": 15148.403628817705,
      "featureDeviance": 13901.167175466087,
      "gain": 0.0823345141780435,
      "oe": 0.9726080636033214
    },
    {
      "feature": "no_car",
      "form": "categorical",
      "scenario": "fitted",
      "sample": "temporal_2023",
      "dimension": "region",
      "group": "North East",
      "rows": 1682,
      "observed": 3016.0,
      "baseExpected": 3211.4320861758915,
      "expected": 3212.1018329052904,
      "baseDeviance": 2789.4148301176156,
      "featureDeviance": 2668.8175667650976,
      "gain": 0.04323389337807204,
      "oe": 0.9389490610489395
    },
    {
      "feature": "no_car",
      "form": "categorical",
      "scenario": "fitted",
      "sample": "temporal_2023",
      "dimension": "region",
      "group": "North West",
      "rows": 4567,
      "observed": 9632.0,
      "baseExpected": 10505.766762617237,
      "expected": 10502.602087384385,
      "baseDeviance": 8313.283840244454,
      "featureDeviance": 7976.245856481982,
      "gain": 0.04054209987765334,
      "oe": 0.9171060580853442
    },
    {
      "feature": "no_car",
      "form": "categorical",
      "scenario": "fitted",
      "sample": "temporal_2023",
      "dimension": "region",
      "group": "South East",
      "rows": 5237,
      "observed": 15452.0,
      "baseExpected": 16653.492545638754,
      "expected": 16612.43812572307,
      "baseDeviance": 11545.902670512176,
      "featureDeviance": 10712.979140346832,
      "gain": 0.07214018287999269,
      "oe": 0.9301464290225875
    },
    {
      "feature": "no_car",
      "form": "categorical",
      "scenario": "fitted",
      "sample": "temporal_2023",
      "dimension": "region",
      "group": "South West",
      "rows": 2368,
      "observed": 6535.0,
      "baseExpected": 6686.570928603191,
      "expected": 6673.591736010501,
      "baseDeviance": 4324.641282343235,
      "featureDeviance": 4165.067070160274,
      "gain": 0.03689883201052413,
      "oe": 0.9792328117312504
    },
    {
      "feature": "no_car",
      "form": "categorical",
      "scenario": "fitted",
      "sample": "temporal_2023",
      "dimension": "region",
      "group": "Wales",
      "rows": 1916,
      "observed": 3197.0,
      "baseExpected": 3327.2011911406116,
      "expected": 3326.6247925711086,
      "baseDeviance": 3736.2691798156793,
      "featureDeviance": 3512.71813727763,
      "gain": 0.05983269185896234,
      "oe": 0.9610341410126619
    },
    {
      "feature": "no_car",
      "form": "categorical",
      "scenario": "fitted",
      "sample": "temporal_2023",
      "dimension": "region",
      "group": "West Midlands",
      "rows": 2877,
      "observed": 6971.0,
      "baseExpected": 7574.507719988112,
      "expected": 7556.489788489878,
      "baseDeviance": 5694.638619874549,
      "featureDeviance": 5042.764790432192,
      "gain": 0.11447150081961077,
      "oe": 0.9225182849606041
    },
    {
      "feature": "no_car",
      "form": "categorical",
      "scenario": "fitted",
      "sample": "temporal_2023",
      "dimension": "region",
      "group": "Yorkshire and The Humber",
      "rows": 2864,
      "observed": 8477.0,
      "baseExpected": 8550.599624429009,
      "expected": 8529.39590601707,
      "baseDeviance": 5731.2535106951855,
      "featureDeviance": 5201.207255048825,
      "gain": 0.09248347759477626,
      "oe": 0.993857020286735
    },
    {
      "feature": "no_car",
      "form": "categorical",
      "scenario": "fitted",
      "sample": "temporal_2023",
      "dimension": "urbanRural",
      "group": "Rural",
      "rows": 5651,
      "observed": 19641.0,
      "baseExpected": 20807.408781201953,
      "expected": 20741.347919586275,
      "baseDeviance": 13190.615621173,
      "featureDeviance": 12526.20099140762,
      "gain": 0.05037025176435961,
      "oe": 0.9469490640698812
    },
    {
      "feature": "no_car",
      "form": "categorical",
      "scenario": "fitted",
      "sample": "temporal_2023",
      "dimension": "urbanRural",
      "group": "Urban",
      "rows": 27457,
      "observed": 73062.0,
      "baseExpected": 76729.29918300748,
      "expected": 76662.48330128024,
      "baseDeviance": 57718.43188201924,
      "featureDeviance": 53382.6173267555,
      "gain": 0.07512010312626771,
      "oe": 0.9530346116348658
    },
    {
      "feature": "no_car",
      "form": "categorical",
      "scenario": "fitted",
      "sample": "temporal_2023",
      "dimension": "betterObserved",
      "group": "False",
      "rows": 32750,
      "observed": 91351.0,
      "baseExpected": 96210.73489123484,
      "expected": 96035.16063843307,
      "baseDeviance": 69995.58657392944,
      "featureDeviance": 65059.47010151709,
      "gain": 0.07052039584236958,
      "oe": 0.9512245243586496
    },
    {
      "feature": "no_car",
      "form": "categorical",
      "scenario": "fitted",
      "sample": "temporal_2023",
      "dimension": "betterObserved",
      "group": "True",
      "rows": 358,
      "observed": 1352.0,
      "baseExpected": 1325.9730729745972,
      "expected": 1368.6705824334495,
      "baseDeviance": 913.4609292628057,
      "featureDeviance": 849.3482166460426,
      "gain": 0.07018659535718108,
      "oe": 0.9878198723290964
    },
    {
      "feature": "no_car",
      "form": "categorical",
      "scenario": "fitted",
      "sample": "temporal_2023",
      "dimension": "band",
      "group": "D1",
      "rows": 3197,
      "observed": 10923.0,
      "baseExpected": 13963.136481501002,
      "expected": 11764.807934945029,
      "baseDeviance": 8420.369759832636,
      "featureDeviance": 7313.428801937642,
      "gain": 0.13145989896731047,
      "oe": 0.9284469462145144
    },
    {
      "feature": "no_car",
      "form": "categorical",
      "scenario": "fitted",
      "sample": "temporal_2023",
      "dimension": "band",
      "group": "D2",
      "rows": 3238,
      "observed": 9148.0,
      "baseExpected": 10797.50861725382,
      "expected": 9788.571970342364,
      "baseDeviance": 6821.907828714087,
      "featureDeviance": 6166.744644693896,
      "gain": 0.09603811726428568,
      "oe": 0.9345592010475907
    },
    {
      "feature": "no_car",
      "form": "categorical",
      "scenario": "fitted",
      "sample": "temporal_2023",
      "dimension": "band",
      "group": "D3",
      "rows": 3289,
      "observed": 7261.0,
      "baseExpected": 8422.24130126558,
      "expected": 7726.477416243533,
      "baseDeviance": 6542.551531322871,
      "featureDeviance": 6063.82868488778,
      "gain": 0.0731706650139744,
      "oe": 0.9397555456170815
    },
    {
      "feature": "no_car",
      "form": "categorical",
      "scenario": "fitted",
      "sample": "temporal_2023",
      "dimension": "band",
      "group": "D4",
      "rows": 3306,
      "observed": 6527.0,
      "baseExpected": 7674.011986812835,
      "expected": 6805.5091979861245,
      "baseDeviance": 5868.704551065899,
      "featureDeviance": 5450.421218507225,
      "gain": 0.07127353727198693,
      "oe": 0.9590759207160369
    },
    {
      "feature": "no_car",
      "form": "categorical",
      "scenario": "fitted",
      "sample": "temporal_2023",
      "dimension": "band",
      "group": "D5",
      "rows": 3298,
      "observed": 6744.0,
      "baseExpected": 7614.070141871693,
      "expected": 7063.407740254666,
      "baseDeviance": 5935.7563900995465,
      "featureDeviance": 5622.191138136914,
      "gain": 0.05282650286754342,
      "oe": 0.9547799373899445
    },
    {
      "feature": "no_car",
      "form": "categorical",
      "scenario": "fitted",
      "sample": "temporal_2023",
      "dimension": "band",
      "group": "D6",
      "rows": 3298,
      "observed": 6832.0,
      "baseExpected": 7460.564274730528,
      "expected": 7061.078598565451,
      "baseDeviance": 5989.821699327485,
      "featureDeviance": 5762.284714619136,
      "gain": 0.03798727176368133,
      "oe": 0.9675575628612899
    },
    {
      "feature": "no_car",
      "form": "categorical",
      "scenario": "fitted",
      "sample": "temporal_2023",
      "dimension": "band",
      "group": "D7",
      "rows": 3292,
      "observed": 7710.0,
      "baseExpected": 7962.385412941219,
      "expected": 8277.373891108478,
      "baseDeviance": 6178.061191013854,
      "featureDeviance": 5960.123550683631,
      "gain": 0.03527605726003802,
      "oe": 0.9314548432180949
    },
    {
      "feature": "no_car",
      "form": "categorical",
      "scenario": "fitted",
      "sample": "temporal_2023",
      "dimension": "band",
      "group": "D8",
      "rows": 3336,
      "observed": 8491.0,
      "baseExpected": 8353.20777098248,
      "expected": 8873.90576056876,
      "baseDeviance": 6728.482595127554,
      "featureDeviance": 6458.571396329427,
      "gain": 0.04011472051567522,
      "oe": 0.9568503688341832
    },
    {
      "feature": "no_car",
      "form": "categorical",
      "scenario": "fitted",
      "sample": "temporal_2023",
      "dimension": "band",
      "group": "D9",
      "rows": 3382,
      "observed": 10402.0,
      "baseExpected": 9702.227069107956,
      "expected": 10558.026585683654,
      "baseDeviance": 7363.146577452801,
      "featureDeviance": 7037.408428319815,
      "gain": 0.04423898746365451,
      "oe": 0.9852219934835909
    },
    {
      "feature": "no_car",
      "form": "categorical",
      "scenario": "fitted",
      "sample": "temporal_2023",
      "dimension": "band",
      "group": "D10",
      "rows": 3472,
      "observed": 18665.0,
      "baseExpected": 15587.354907742318,
      "expected": 19484.67212516845,
      "baseDeviance": 11060.245379235505,
      "featureDeviance": 10073.815740047663,
      "gain": 0.08918695791684361,
      "oe": 0.9579324650729085
    },
    {
      "feature": "no_car",
      "form": "categorical",
      "scenario": "fitted",
      "sample": "diagnostic_2024",
      "dimension": "year",
      "group": "2024",
      "rows": 34844,
      "observed": 92494.0,
      "baseExpected": 98730.62453805192,
      "expected": 98509.323565828,
      "baseDeviance": 72161.99967063732,
      "featureDeviance": 67075.17590432026,
      "gain": 0.07049172403113002,
      "oe": 0.9389365052150793
    },
    {
      "feature": "no_car",
      "form": "categorical",
      "scenario": "fitted",
      "sample": "diagnostic_2024",
      "dimension": "region",
      "group": "East Midlands",
      "rows": 2847,
      "observed": 7723.0,
      "baseExpected": 7711.809521254479,
      "expected": 7712.921243922194,
      "baseDeviance": 6069.325326490749,
      "featureDeviance": 5572.634643283389,
      "gain": 0.08183622667901114,
      "oe": 1.0013067365475499
    },
    {
      "feature": "no_car",
      "form": "categorical",
      "scenario": "fitted",
      "sample": "diagnostic_2024",
      "dimension": "region",
      "group": "East of England",
      "rows": 3758,
      "observed": 9589.0,
      "baseExpected": 9698.041054502319,
      "expected": 9707.755677091014,
      "baseDeviance": 7301.434262095925,
      "featureDeviance": 6827.266035662189,
      "gain": 0.06494179217572282,
      "oe": 0.98776692769769
    },
    {
      "feature": "no_car",
      "form": "categorical",
      "scenario": "fitted",
      "sample": "diagnostic_2024",
      "dimension": "region",
      "group": "London",
      "rows": 4992,
      "observed": 20028.0,
      "baseExpected": 22229.396685832005,
      "expected": 22234.067281032294,
      "baseDeviance": 13861.377571300709,
      "featureDeviance": 12819.524138001856,
      "gain": 0.07516232985788929,
      "oe": 0.9007798594315547
    },
    {
      "feature": "no_car",
      "form": "categorical",
      "scenario": "fitted",
      "sample": "diagnostic_2024",
      "dimension": "region",
      "group": "North East",
      "rows": 1682,
      "observed": 2848.0,
      "baseExpected": 3155.0202045759493,
      "expected": 3153.8698711154157,
      "baseDeviance": 2752.220268831001,
      "featureDeviance": 2641.8009025928222,
      "gain": 0.04012010502527075,
      "oe": 0.903017599452434
    },
    {
      "feature": "no_car",
      "form": "categorical",
      "scenario": "fitted",
      "sample": "diagnostic_2024",
      "dimension": "region",
      "group": "North West",
      "rows": 4567,
      "observed": 9491.0,
      "baseExpected": 9961.957481674053,
      "expected": 9962.308058985489,
      "baseDeviance": 8244.477534615935,
      "featureDeviance": 7910.4483990913905,
      "gain": 0.04051550072421961,
      "oe": 0.952690876833467
    },
    {
      "feature": "no_car",
      "form": "categorical",
      "scenario": "fitted",
      "sample": "diagnostic_2024",
      "dimension": "region",
      "group": "South East",
      "rows": 5237,
      "observed": 14444.0,
      "baseExpected": 15851.502375795833,
      "expected": 15846.926449352737,
      "baseDeviance": 11264.756858899878,
      "featureDeviance": 10391.44448619735,
      "gain": 0.07752607389946065,
      "oe": 0.9114701230023038
    },
    {
      "feature": "no_car",
      "form": "categorical",
      "scenario": "fitted",
      "sample": "diagnostic_2024",
      "dimension": "region",
      "group": "South West",
      "rows": 3407,
      "observed": 8856.0,
      "baseExpected": 9543.836531495308,
      "expected": 9371.481856653518,
      "baseDeviance": 6127.362664961394,
      "featureDeviance": 5745.182493616301,
      "gain": 0.06237270294617059,
      "oe": 0.9449946268329444
    },
    {
      "feature": "no_car",
      "form": "categorical",
      "scenario": "fitted",
      "sample": "diagnostic_2024",
      "dimension": "region",
      "group": "Wales",
      "rows": 1916,
      "observed": 2878.0,
      "baseExpected": 3233.47580950481,
      "expected": 3233.973788757958,
      "baseDeviance": 3695.5868749494707,
      "featureDeviance": 3522.9897821452646,
      "gain": 0.04670356797026076,
      "oe": 0.8899268169719231
    },
    {
      "feature": "no_car",
      "form": "categorical",
      "scenario": "fitted",
      "sample": "diagnostic_2024",
      "dimension": "region",
      "group": "West Midlands",
      "rows": 3574,
      "observed": 8596.0,
      "baseExpected": 8947.542947866648,
      "expected": 8880.557972283632,
      "baseDeviance": 7108.028387328184,
      "featureDeviance": 6394.744065018231,
      "gain": 0.10034910997001067,
      "oe": 0.9679571967018579
    },
    {
      "feature": "no_car",
      "form": "categorical",
      "scenario": "fitted",
      "sample": "diagnostic_2024",
      "dimension": "region",
      "group": "Yorkshire and The Humber",
      "rows": 2864,
      "observed": 8041.0,
      "baseExpected": 8398.041925550511,
      "expected": 8405.46136663375,
      "baseDeviance": 5737.4299211640755,
      "featureDeviance": 5249.140958711463,
      "gain": 0.08510586955518629,
      "oe": 0.9566399331652974
    },
    {
      "feature": "no_car",
      "form": "categorical",
      "scenario": "fitted",
      "sample": "diagnostic_2024",
      "dimension": "urbanRural",
      "group": "Rural",
      "rows": 6000,
      "observed": 20598.0,
      "baseExpected": 21344.85087891389,
      "expected": 21303.245449243383,
      "baseDeviance": 13812.709003006228,
      "featureDeviance": 13208.892126803197,
      "gain": 0.04371458749124557,
      "oe": 0.9668949291823312
    },
    {
      "feature": "no_car",
      "form": "categorical",
      "scenario": "fitted",
      "sample": "diagnostic_2024",
      "dimension": "urbanRural",
      "group": "Urban",
      "rows": 28844,
      "observed": 71896.0,
      "baseExpected": 77385.77365913804,
      "expected": 77206.07811658463,
      "baseDeviance": 58349.290667631096,
      "featureDeviance": 53866.28377751706,
      "gain": 0.07683052936581714,
      "oe": 0.9312220197409047
    },
    {
      "feature": "no_car",
      "form": "categorical",
      "scenario": "fitted",
      "sample": "diagnostic_2024",
      "dimension": "betterObserved",
      "group": "False",
      "rows": 34412,
      "observed": 91098.0,
      "baseExpected": 97333.36133309617,
      "expected": 97104.30433854953,
      "baseDeviance": 71263.1964928057,
      "featureDeviance": 66243.77916649988,
      "gain": 0.07043491694640092,
      "oe": 0.9381458486370611
    },
    {
      "feature": "no_car",
      "form": "categorical",
      "scenario": "fitted",
      "sample": "diagnostic_2024",
      "dimension": "betterObserved",
      "group": "True",
      "rows": 432,
      "observed": 1396.0,
      "baseExpected": 1397.2632049557574,
      "expected": 1405.0192272784861,
      "baseDeviance": 898.8031778316208,
      "featureDeviance": 831.3967378203779,
      "gain": 0.07499577401791369,
      "oe": 0.9935807090014303
    },
    {
      "feature": "no_car",
      "form": "categorical",
      "scenario": "fitted",
      "sample": "diagnostic_2024",
      "dimension": "band",
      "group": "D1",
      "rows": 3451,
      "observed": 11435.0,
      "baseExpected": 14328.42830786855,
      "expected": 12097.884412177133,
      "baseDeviance": 8821.598151850274,
      "featureDeviance": 7723.531195419677,
      "gain": 0.1244748329643971,
      "oe": 0.9452065840941656
    },
    {
      "feature": "no_car",
      "form": "categorical",
      "scenario": "fitted",
      "sample": "diagnostic_2024",
      "dimension": "band",
      "group": "D2",
      "rows": 3477,
      "observed": 9923.0,
      "baseExpected": 10995.716865444354,
      "expected": 9958.288307126135,
      "baseDeviance": 7528.428399336792,
      "featureDeviance": 6839.472076667409,
      "gain": 0.09151396362221831,
      "oe": 0.9964563882830263
    },
    {
      "feature": "no_car",
      "form": "categorical",
      "scenario": "fitted",
      "sample": "diagnostic_2024",
      "dimension": "band",
      "group": "D3",
      "rows": 3494,
      "observed": 7292.0,
      "baseExpected": 8537.736740201493,
      "expected": 7809.568285960304,
      "baseDeviance": 6575.356033258771,
      "featureDeviance": 5977.0473897285765,
      "gain": 0.09099258511689601,
      "oe": 0.9337263896020007
    },
    {
      "feature": "no_car",
      "form": "categorical",
      "scenario": "fitted",
      "sample": "diagnostic_2024",
      "dimension": "band",
      "group": "D4",
      "rows": 3486,
      "observed": 6439.0,
      "baseExpected": 7754.1124579144325,
      "expected": 6909.283543431651,
      "baseDeviance": 6330.387974298295,
      "featureDeviance": 5850.032861398147,
      "gain": 0.075880833031153,
      "oe": 0.9319345427821197
    },
    {
      "feature": "no_car",
      "form": "categorical",
      "scenario": "fitted",
      "sample": "diagnostic_2024",
      "dimension": "band",
      "group": "D5",
      "rows": 3486,
      "observed": 6849.0,
      "baseExpected": 7789.946899509423,
      "expected": 7231.97049395746,
      "baseDeviance": 6139.153463756879,
      "featureDeviance": 5798.0404524561245,
      "gain": 0.05556352570668743,
      "oe": 0.9470447930785332
    },
    {
      "feature": "no_car",
      "form": "categorical",
      "scenario": "fitted",
      "sample": "diagnostic_2024",
      "dimension": "band",
      "group": "D6",
      "rows": 3493,
      "observed": 6900.0,
      "baseExpected": 7564.379488421629,
      "expected": 7212.67011163335,
      "baseDeviance": 6162.269356144541,
      "featureDeviance": 5862.859353211345,
      "gain": 0.04858762018162155,
      "oe": 0.9566498804473197
    },
    {
      "feature": "no_car",
      "form": "categorical",
      "scenario": "fitted",
      "sample": "diagnostic_2024",
      "dimension": "band",
      "group": "D7",
      "rows": 3473,
      "observed": 7797.0,
      "baseExpected": 8135.320942875094,
      "expected": 8342.10248153719,
      "baseDeviance": 6373.713942705495,
      "featureDeviance": 6135.155283028844,
      "gain": 0.03742851684608062,
      "oe": 0.9346564630746728
    },
    {
      "feature": "no_car",
      "form": "categorical",
      "scenario": "fitted",
      "sample": "diagnostic_2024",
      "dimension": "band",
      "group": "D8",
      "rows": 3480,
      "observed": 8374.0,
      "baseExpected": 8443.909991932374,
      "expected": 8965.459845178466,
      "baseDeviance": 6691.292668747277,
      "featureDeviance": 6469.16672157684,
      "gain": 0.03319626836947531,
      "oe": 0.9340290564686934
    },
    {
      "feature": "no_car",
      "form": "categorical",
      "scenario": "fitted",
      "sample": "diagnostic_2024",
      "dimension": "band",
      "group": "D9",
      "rows": 3486,
      "observed": 10376.0,
      "baseExpected": 9714.053241634883,
      "expected": 10707.383121657605,
      "baseDeviance": 7595.667825226633,
      "featureDeviance": 7077.693306306912,
      "gain": 0.06819341377718369,
      "oe": 0.9690509699809542
    },
    {
      "feature": "no_car",
      "form": "categorical",
      "scenario": "fitted",
      "sample": "diagnostic_2024",
      "dimension": "band",
      "group": "D10",
      "rows": 3518,
      "observed": 17109.0,
      "baseExpected": 15467.019602249686,
      "expected": 19274.712963168706,
      "baseDeviance": 9944.131855312362,
      "featureDeviance": 9342.177264526383,
      "gain": 0.06053364934661465,
      "oe": 0.8876396775761547
    },
    {
      "feature": "no_car",
      "form": "categorical",
      "scenario": "fitted",
      "sample": "diagnostic_2025",
      "dimension": "year",
      "group": "2025",
      "rows": 34843,
      "observed": 92791.0,
      "baseExpected": 100097.08544166648,
      "expected": 99876.93564316112,
      "baseDeviance": 71788.98081332492,
      "featureDeviance": 66574.11011335603,
      "gain": 0.07264165949826307,
      "oe": 0.9290533335095738
    },
    {
      "feature": "no_car",
      "form": "categorical",
      "scenario": "fitted",
      "sample": "diagnostic_2025",
      "dimension": "region",
      "group": "East Midlands",
      "rows": 2847,
      "observed": 7956.0,
      "baseExpected": 7817.36871820691,
      "expected": 7824.163007271734,
      "baseDeviance": 5989.95063529067,
      "featureDeviance": 5457.963535800344,
      "gain": 0.08881326940426626,
      "oe": 1.0168499803245072
    },
    {
      "feature": "no_car",
      "form": "categorical",
      "scenario": "fitted",
      "sample": "diagnostic_2025",
      "dimension": "region",
      "group": "East of England",
      "rows": 3758,
      "observed": 9709.0,
      "baseExpected": 9980.518413801983,
      "expected": 9979.411854574235,
      "baseDeviance": 7396.334499807114,
      "featureDeviance": 6863.170603972126,
      "gain": 0.07208488148405034,
      "oe": 0.9729030269002991
    },
    {
      "feature": "no_car",
      "form": "categorical",
      "scenario": "fitted",
      "sample": "diagnostic_2025",
      "dimension": "region",
      "group": "London",
      "rows": 4992,
      "observed": 19860.0,
      "baseExpected": 22313.85085599808,
      "expected": 22310.242620941066,
      "baseDeviance": 13261.144268227821,
      "featureDeviance": 12163.315235039303,
      "gain": 0.08278539249578865,
      "oe": 0.8901740934613954
    },
    {
      "feature": "no_car",
      "form": "categorical",
      "scenario": "fitted",
      "sample": "diagnostic_2025",
      "dimension": "region",
      "group": "North East",
      "rows": 1682,
      "observed": 2764.0,
      "baseExpected": 3253.348171876134,
      "expected": 3254.737636602098,
      "baseDeviance": 2782.4775559347863,
      "featureDeviance": 2721.121952041613,
      "gain": 0.022050709362347654,
      "oe": 0.849223596063976
    },
    {
      "feature": "no_car",
      "form": "categorical",
      "scenario": "fitted",
      "sample": "diagnostic_2025",
      "dimension": "region",
      "group": "North West",
      "rows": 4567,
      "observed": 9449.0,
      "baseExpected": 10122.99904148074,
      "expected": 10125.86118112872,
      "baseDeviance": 8030.254393819568,
      "featureDeviance": 7677.945557775654,
      "gain": 0.04387268681239609,
      "oe": 0.9331551984546098
    },
    {
      "feature": "no_car",
      "form": "categorical",
      "scenario": "fitted",
      "sample": "diagnostic_2025",
      "dimension": "region",
      "group": "South East",
      "rows": 5237,
      "observed": 14543.0,
      "baseExpected": 16068.149257494406,
      "expected": 16076.7400041655,
      "baseDeviance": 11243.698052533633,
      "featureDeviance": 10484.194381569638,
      "gain": 0.06754927670730626,
      "oe": 0.9045988176851708
    },
    {
      "feature": "no_car",
      "form": "categorical",
      "scenario": "fitted",
      "sample": "diagnostic_2025",
      "dimension": "region",
      "group": "South West",
      "rows": 3406,
      "observed": 8809.0,
      "baseExpected": 9700.842957200603,
      "expected": 9520.664088554206,
      "baseDeviance": 6367.594776745309,
      "featureDeviance": 5903.842518453155,
      "gain": 0.07283005193511904,
      "oe": 0.9252505831594487
    },
    {
      "feature": "no_car",
      "form": "categorical",
      "scenario": "fitted",
      "sample": "diagnostic_2025",
      "dimension": "region",
      "group": "Wales",
      "rows": 1916,
      "observed": 2951.0,
      "baseExpected": 3310.9021569525685,
      "expected": 3312.50749877214,
      "baseDeviance": 3908.0403766774116,
      "featureDeviance": 3701.032934915327,
      "gain": 0.052969627181303824,
      "oe": 0.8908659078036377
    },
    {
      "feature": "no_car",
      "form": "categorical",
      "scenario": "fitted",
      "sample": "diagnostic_2025",
      "dimension": "region",
      "group": "West Midlands",
      "rows": 3574,
      "observed": 8774.0,
      "baseExpected": 8981.804589938849,
      "expected": 8923.010453378272,
      "baseDeviance": 7006.778332700427,
      "featureDeviance": 6333.6700175149035,
      "gain": 0.09606530751003595,
      "oe": 0.9833004282403528
    },
    {
      "feature": "no_car",
      "form": "categorical",
      "scenario": "fitted",
      "sample": "diagnostic_2025",
      "dimension": "region",
      "group": "Yorkshire and The Humber",
      "rows": 2864,
      "observed": 7976.0,
      "baseExpected": 8547.301278716197,
      "expected": 8549.59729777315,
      "baseDeviance": 5802.70792158818,
      "featureDeviance": 5267.853376273955,
      "gain": 0.09217326678194016,
      "oe": 0.9329094368079124
    },
    {
      "feature": "no_car",
      "form": "categorical",
      "scenario": "fitted",
      "sample": "diagnostic_2025",
      "dimension": "urbanRural",
      "group": "Rural",
      "rows": 5999,
      "observed": 20915.0,
      "baseExpected": 21822.596892626803,
      "expected": 21783.200086143792,
      "baseDeviance": 13690.091039343122,
      "featureDeviance": 13093.315569979124,
      "gain": 0.04359178238106387,
      "oe": 0.9601435931033819
    },
    {
      "feature": "no_car",
      "form": "categorical",
      "scenario": "fitted",
      "sample": "diagnostic_2025",
      "dimension": "urbanRural",
      "group": "Urban",
      "rows": 28844,
      "observed": 71876.0,
      "baseExpected": 78274.48854903967,
      "expected": 78093.73555701732,
      "baseDeviance": 58098.8897739818,
      "featureDeviance": 53480.79454337689,
      "gain": 0.07948680686619614,
      "oe": 0.9203811226000622
    },
    {
      "feature": "no_car",
      "form": "categorical",
      "scenario": "fitted",
      "sample": "diagnostic_2025",
      "dimension": "betterObserved",
      "group": "False",
      "rows": 34462,
      "observed": 91626.0,
      "baseExpected": 98841.9725673295,
      "expected": 98613.25643513018,
      "baseDeviance": 71108.49069274582,
      "featureDeviance": 65949.618693414,
      "gain": 0.07254931090610406,
      "oe": 0.9291448565059146
    },
    {
      "feature": "no_car",
      "form": "categorical",
      "scenario": "fitted",
      "sample": "diagnostic_2025",
      "dimension": "betterObserved",
      "group": "True",
      "rows": 381,
      "observed": 1165.0,
      "baseExpected": 1255.112874336972,
      "expected": 1263.6792080309283,
      "baseDeviance": 680.4901205790895,
      "featureDeviance": 624.4914199420182,
      "gain": 0.08229171731312879,
      "oe": 0.9219111880580113
    },
    {
      "feature": "no_car",
      "form": "categorical",
      "scenario": "fitted",
      "sample": "diagnostic_2025",
      "dimension": "band",
      "group": "D1",
      "rows": 3451,
      "observed": 11903.0,
      "baseExpected": 14599.967056531179,
      "expected": 12334.22318337034,
      "baseDeviance": 8628.290800945102,
      "featureDeviance": 7597.114067626198,
      "gain": 0.11951112417374177,
      "oe": 0.9650384805788387
    },
    {
      "feature": "no_car",
      "form": "categorical",
      "scenario": "fitted",
      "sample": "diagnostic_2025",
      "dimension": "band",
      "group": "D2",
      "rows": 3477,
      "observed": 9913.0,
      "baseExpected": 11208.030877644973,
      "expected": 10155.3647367655,
      "baseDeviance": 7578.175071592948,
      "featureDeviance": 6870.884594844498,
      "gain": 0.093332559629,
      "oe": 0.9761343149115989
    },
    {
      "feature": "no_car",
      "form": "categorical",
      "scenario": "fitted",
      "sample": "diagnostic_2025",
      "dimension": "band",
      "group": "D3",
      "rows": 3494,
      "observed": 7306.0,
      "baseExpected": 8696.97530213148,
      "expected": 7961.270850595035,
      "baseDeviance": 6797.242098229079,
      "featureDeviance": 6162.347134176975,
      "gain": 0.0934047890125197,
      "oe": 0.917692682124229
    },
    {
      "feature": "no_car",
      "form": "categorical",
      "scenario": "fitted",
      "sample": "diagnostic_2025",
      "dimension": "band",
      "group": "D4",
      "rows": 3486,
      "observed": 6586.0,
      "baseExpected": 7881.065565288871,
      "expected": 7025.949407600219,
      "baseDeviance": 6377.026900755892,
      "featureDeviance": 5877.136882080559,
      "gain": 0.0783891971062689,
      "oe": 0.9373822124132704
    },
    {
      "feature": "no_car",
      "form": "categorical",
      "scenario": "fitted",
      "sample": "diagnostic_2025",
      "dimension": "band",
      "group": "D5",
      "rows": 3486,
      "observed": 6675.0,
      "baseExpected": 7939.278788212361,
      "expected": 7372.398005015824,
      "baseDeviance": 6500.004571983961,
      "featureDeviance": 6060.66198600847,
      "gain": 0.06759111953076558,
      "oe": 0.9054041840197249
    },
    {
      "feature": "no_car",
      "form": "categorical",
      "scenario": "fitted",
      "sample": "diagnostic_2025",
      "dimension": "band",
      "group": "D6",
      "rows": 3493,
      "observed": 6865.0,
      "baseExpected": 7688.467860886553,
      "expected": 7334.51731588736,
      "baseDeviance": 6157.132200407281,
      "featureDeviance": 5819.749707756542,
      "gain": 0.0547953952699638,
      "oe": 0.9359852467904963
    },
    {
      "feature": "no_car",
      "form": "categorical",
      "scenario": "fitted",
      "sample": "diagnostic_2025",
      "dimension": "band",
      "group": "D7",
      "rows": 3473,
      "observed": 7608.0,
      "baseExpected": 8235.919066553623,
      "expected": 8450.90196820721,
      "baseDeviance": 6461.367017130246,
      "featureDeviance": 6187.985193008794,
      "gain": 0.04231021444791283,
      "oe": 0.9002589343269799
    },
    {
      "feature": "no_car",
      "form": "categorical",
      "scenario": "fitted",
      "sample": "diagnostic_2025",
      "dimension": "band",
      "group": "D8",
      "rows": 3480,
      "observed": 8303.0,
      "baseExpected": 8544.604144762925,
      "expected": 9079.624814934592,
      "baseDeviance": 6433.329150793925,
      "featureDeviance": 6143.255324929922,
      "gain": 0.04508922504426893,
      "oe": 0.9144650984193572
    },
    {
      "feature": "no_car",
      "form": "categorical",
      "scenario": "fitted",
      "sample": "diagnostic_2025",
      "dimension": "band",
      "group": "D9",
      "rows": 3485,
      "observed": 10316.0,
      "baseExpected": 9820.88767838927,
      "expected": 10838.8600418336,
      "baseDeviance": 7111.829620348524,
      "featureDeviance": 6721.391414535414,
      "gain": 0.05489982559424367,
      "oe": 0.9517606058371848
    },
    {
      "feature": "no_car",
      "form": "categorical",
      "scenario": "fitted",
      "sample": "diagnostic_2025",
      "dimension": "band",
      "group": "D10",
      "rows": 3518,
      "observed": 17316.0,
      "baseExpected": 15481.889101265235,
      "expected": 19323.82531895144,
      "baseDeviance": 9744.583381137963,
      "featureDeviance": 9133.583808388648,
      "gain": 0.0627014566812566,
      "oe": 0.896095866847735
    },
    {
      "feature": "no_car",
      "form": "categorical",
      "scenario": "benchmark",
      "sample": "temporal_2023",
      "dimension": "year",
      "group": "2023",
      "rows": 33108,
      "observed": 92703.0,
      "baseExpected": 97285.25165385114,
      "expected": 97149.89689793141,
      "baseDeviance": 72256.19871382597,
      "featureDeviance": 67002.61124039264,
      "gain": 0.07270777548429319,
      "oe": 0.9542264372899597
    },
    {
      "feature": "no_car",
      "form": "categorical",
      "scenario": "benchmark",
      "sample": "temporal_2023",
      "dimension": "region",
      "group": "East Midlands",
      "rows": 2847,
      "observed": 7798.0,
      "baseExpected": 7884.19601278298,
      "expected": 7865.739031822244,
      "baseDeviance": 6185.048702903048,
      "featureDeviance": 5653.06830799771,
      "gain": 0.08601070427394453,
      "oe": 0.9913880906106605
    },
    {
      "feature": "no_car",
      "form": "categorical",
      "scenario": "benchmark",
      "sample": "temporal_2023",
      "dimension": "region",
      "group": "East of England",
      "rows": 3758,
      "observed": 9557.0,
      "baseExpected": 10364.793817696067,
      "expected": 10326.554652229539,
      "baseDeviance": 7838.621399369718,
      "featureDeviance": 7392.947881046073,
      "gain": 0.056856109718410486,
      "oe": 0.9254780826571823
    },
    {
      "feature": "no_car",
      "form": "categorical",
      "scenario": "benchmark",
      "sample": "temporal_2023",
      "dimension": "region",
      "group": "London",
      "rows": 4992,
      "observed": 22068.0,
      "baseExpected": 22694.582436395896,
      "expected": 22714.834464646043,
      "baseDeviance": 15242.735044335379,
      "featureDeviance": 13994.23529428543,
      "gain": 0.08190785619631469,
      "oe": 0.9715236989442827
    },
    {
      "feature": "no_car",
      "form": "categorical",
      "scenario": "benchmark",
      "sample": "temporal_2023",
      "dimension": "region",
      "group": "North East",
      "rows": 1682,
      "observed": 3016.0,
      "baseExpected": 3212.6889407940635,
      "expected": 3212.8484538615985,
      "baseDeviance": 2871.657747148302,
      "featureDeviance": 2741.5124055390497,
      "gain": 0.04532063117148721,
      "oe": 0.938730862445441
    },
    {
      "feature": "no_car",
      "form": "categorical",
      "scenario": "benchmark",
      "sample": "temporal_2023",
      "dimension": "region",
      "group": "North West",
      "rows": 4567,
      "observed": 9632.0,
      "baseExpected": 10474.953796991911,
      "expected": 10468.142683491693,
      "baseDeviance": 8421.778376439455,
      "featureDeviance": 8106.564934603299,
      "gain": 0.037428370558644675,
      "oe": 0.9201250203810946
    },
    {
      "feature": "no_car",
      "form": "categorical",
      "scenario": "benchmark",
      "sample": "temporal_2023",
      "dimension": "region",
      "group": "South East",
      "rows": 5237,
      "observed": 15452.0,
      "baseExpected": 16599.018246227733,
      "expected": 16560.336768068482,
      "baseDeviance": 11766.636939366736,
      "featureDeviance": 10855.645057721147,
      "gain": 0.07742160197003722,
      "oe": 0.9330728122506803
    },
    {
      "feature": "no_car",
      "form": "categorical",
      "scenario": "benchmark",
      "sample": "temporal_2023",
      "dimension": "region",
      "group": "South West",
      "rows": 2368,
      "observed": 6535.0,
      "baseExpected": 6659.0437308300625,
      "expected": 6645.3600144623415,
      "baseDeviance": 4414.01910928086,
      "featureDeviance": 4215.18971007121,
      "gain": 0.04504497925520834,
      "oe": 0.9833929216442504
    },
    {
      "feature": "no_car",
      "form": "categorical",
      "scenario": "benchmark",
      "sample": "temporal_2023",
      "dimension": "region",
      "group": "Wales",
      "rows": 1916,
      "observed": 3197.0,
      "baseExpected": 3326.4278504425965,
      "expected": 3325.5811591428665,
      "baseDeviance": 3754.880139997911,
      "featureDeviance": 3526.8379717254475,
      "gain": 0.06073220975639193,
      "oe": 0.9613357326164288
    },
    {
      "feature": "no_car",
      "form": "categorical",
      "scenario": "benchmark",
      "sample": "temporal_2023",
      "dimension": "region",
      "group": "West Midlands",
      "rows": 2877,
      "observed": 6971.0,
      "baseExpected": 7549.759917480023,
      "expected": 7532.242383182617,
      "baseDeviance": 5900.106108501499,
      "featureDeviance": 5194.2589537466265,
      "gain": 0.11963295943742658,
      "oe": 0.9254880081347735
    },
    {
      "feature": "no_car",
      "form": "categorical",
      "scenario": "benchmark",
      "sample": "temporal_2023",
      "dimension": "region",
      "group": "Yorkshire and The Humber",
      "rows": 2864,
      "observed": 8477.0,
      "baseExpected": 8519.786904209808,
      "expected": 8498.25728702399,
      "baseDeviance": 5860.715146483051,
      "featureDeviance": 5322.350723656649,
      "gain": 0.09185985146359965,
      "oe": 0.997498629859507
    },
    {
      "feature": "no_car",
      "form": "categorical",
      "scenario": "benchmark",
      "sample": "temporal_2023",
      "dimension": "urbanRural",
      "group": "Rural",
      "rows": 5651,
      "observed": 19641.0,
      "baseExpected": 20680.659242275542,
      "expected": 20612.22181609433,
      "baseDeviance": 13282.183567808634,
      "featureDeviance": 12627.536967587585,
      "gain": 0.04928757360406333,
      "oe": 0.9528812650688638
    },
    {
      "feature": "no_car",
      "form": "categorical",
      "scenario": "benchmark",
      "sample": "temporal_2023",
      "dimension": "urbanRural",
      "group": "Urban",
      "rows": 27457,
      "observed": 73062.0,
      "baseExpected": 76604.59241157559,
      "expected": 76537.67508183708,
      "baseDeviance": 58974.01514601732,
      "featureDeviance": 54375.07427280506,
      "gain": 0.0779824955419004,
      "oe": 0.954588703169769
    },
    {
      "feature": "no_car",
      "form": "categorical",
      "scenario": "benchmark",
      "sample": "temporal_2023",
      "dimension": "betterObserved",
      "group": "False",
      "rows": 32750,
      "observed": 91351.0,
      "baseExpected": 95904.25882172605,
      "expected": 95721.39776838626,
      "baseDeviance": 71347.77952043331,
      "featureDeviance": 66151.40279577972,
      "gain": 0.0728316530602805,
      "oe": 0.9543425203739591
    },
    {
      "feature": "no_car",
      "form": "categorical",
      "scenario": "benchmark",
      "sample": "temporal_2023",
      "dimension": "betterObserved",
      "group": "True",
      "rows": 358,
      "observed": 1352.0,
      "baseExpected": 1380.9928321250966,
      "expected": 1428.4991295451505,
      "baseDeviance": 908.4191933926643,
      "featureDeviance": 851.2084446129231,
      "gain": 0.06297835756428338,
      "oe": 0.9464478990830687
    },
    {
      "feature": "no_car",
      "form": "categorical",
      "scenario": "benchmark",
      "sample": "temporal_2023",
      "dimension": "band",
      "group": "D1",
      "rows": 3197,
      "observed": 10923.0,
      "baseExpected": 13891.295806569102,
      "expected": 11672.581971323647,
      "baseDeviance": 8478.701563563463,
      "featureDeviance": 7329.530395931526,
      "gain": 0.13553622084900452,
      "oe": 0.9357826766035856
    },
    {
      "feature": "no_car",
      "form": "categorical",
      "scenario": "benchmark",
      "sample": "temporal_2023",
      "dimension": "band",
      "group": "D2",
      "rows": 3238,
      "observed": 9148.0,
      "baseExpected": 10831.972951750813,
      "expected": 9740.893127780944,
      "baseDeviance": 6907.5213875332,
      "featureDeviance": 6188.325764010627,
      "gain": 0.10411775558459924,
      "oe": 0.9391335968885627
    },
    {
      "feature": "no_car",
      "form": "categorical",
      "scenario": "benchmark",
      "sample": "temporal_2023",
      "dimension": "band",
      "group": "D3",
      "rows": 3289,
      "observed": 7261.0,
      "baseExpected": 8496.685441139245,
      "expected": 7691.509569402046,
      "baseDeviance": 6704.639975147342,
      "featureDeviance": 6171.435798168519,
      "gain": 0.07952763742054703,
      "oe": 0.9440279485428094
    },
    {
      "feature": "no_car",
      "form": "categorical",
      "scenario": "benchmark",
      "sample": "temporal_2023",
      "dimension": "band",
      "group": "D4",
      "rows": 3306,
      "observed": 6527.0,
      "baseExpected": 7706.703984223257,
      "expected": 6778.694760332234,
      "baseDeviance": 5959.11213416315,
      "featureDeviance": 5527.076366981568,
      "gain": 0.07250002306631431,
      "oe": 0.9628697309391907
    },
    {
      "feature": "no_car",
      "form": "categorical",
      "scenario": "benchmark",
      "sample": "temporal_2023",
      "dimension": "band",
      "group": "D5",
      "rows": 3298,
      "observed": 6744.0,
      "baseExpected": 7588.554564188678,
      "expected": 7046.665252354233,
      "baseDeviance": 6070.336375055049,
      "featureDeviance": 5763.111618111532,
      "gain": 0.050610829114182465,
      "oe": 0.9570484418494102
    },
    {
      "feature": "no_car",
      "form": "categorical",
      "scenario": "benchmark",
      "sample": "temporal_2023",
      "dimension": "band",
      "group": "D6",
      "rows": 3298,
      "observed": 6832.0,
      "baseExpected": 7424.846882124488,
      "expected": 7045.318827112587,
      "baseDeviance": 6084.850012486087,
      "featureDeviance": 5865.88470764209,
      "gain": 0.0359853249290748,
      "oe": 0.9697219058005339
    },
    {
      "feature": "no_car",
      "form": "categorical",
      "scenario": "benchmark",
      "sample": "temporal_2023",
      "dimension": "band",
      "group": "D7",
      "rows": 3292,
      "observed": 7710.0,
      "baseExpected": 7866.35558428548,
      "expected": 8267.915948199077,
      "baseDeviance": 6308.935538759247,
      "featureDeviance": 6094.509422873391,
      "gain": 0.03398768533431973,
      "oe": 0.9325203652656141
    },
    {
      "feature": "no_car",
      "form": "categorical",
      "scenario": "benchmark",
      "sample": "temporal_2023",
      "dimension": "band",
      "group": "D8",
      "rows": 3336,
      "observed": 8491.0,
      "baseExpected": 8275.093924836961,
      "expected": 8866.470507753156,
      "baseDeviance": 6908.200660830851,
      "featureDeviance": 6631.562431291809,
      "gain": 0.0400449036038526,
      "oe": 0.9576527652773635
    },
    {
      "feature": "no_car",
      "form": "categorical",
      "scenario": "benchmark",
      "sample": "temporal_2023",
      "dimension": "band",
      "group": "D9",
      "rows": 3382,
      "observed": 10402.0,
      "baseExpected": 9602.892103112183,
      "expected": 10545.541632685057,
      "baseDeviance": 7574.445338049736,
      "featureDeviance": 7224.351457341494,
      "gain": 0.04622039833723113,
      "oe": 0.9863884058605239
    },
    {
      "feature": "no_car",
      "form": "categorical",
      "scenario": "benchmark",
      "sample": "temporal_2023",
      "dimension": "band",
      "group": "D10",
      "rows": 3472,
      "observed": 18665.0,
      "baseExpected": 15600.85041162093,
      "expected": 19494.30530098843,
      "baseDeviance": 11259.455728237836,
      "featureDeviance": 10206.823278040085,
      "gain": 0.09348875075354046,
      "oe": 0.9574590995583524
    },
    {
      "feature": "no_car",
      "form": "categorical",
      "scenario": "benchmark",
      "sample": "diagnostic_2024",
      "dimension": "year",
      "group": "2024",
      "rows": 34844,
      "observed": 92494.0,
      "baseExpected": 98847.55877588826,
      "expected": 98632.17632232745,
      "baseDeviance": 73564.52719010701,
      "featureDeviance": 68215.42865912801,
      "gain": 0.07271301448258816,
      "oe": 0.9377669990544664
    },
    {
      "feature": "no_car",
      "form": "categorical",
      "scenario": "benchmark",
      "sample": "diagnostic_2024",
      "dimension": "region",
      "group": "East Midlands",
      "rows": 2847,
      "observed": 7723.0,
      "baseExpected": 7725.395537454914,
      "expected": 7727.147637616329,
      "baseDeviance": 6229.002253749507,
      "featureDeviance": 5702.967541754553,
      "gain": 0.08444927302415262,
      "oe": 0.9994632382075712
    },
    {
      "feature": "no_car",
      "form": "categorical",
      "scenario": "benchmark",
      "sample": "diagnostic_2024",
      "dimension": "region",
      "group": "East of England",
      "rows": 3758,
      "observed": 9589.0,
      "baseExpected": 9721.79506873768,
      "expected": 9731.599190325222,
      "baseDeviance": 7502.302034733395,
      "featureDeviance": 6977.28213145376,
      "gain": 0.06998117389155378,
      "oe": 0.9853467875591313
    },
    {
      "feature": "no_car",
      "form": "categorical",
      "scenario": "benchmark",
      "sample": "diagnostic_2024",
      "dimension": "region",
      "group": "London",
      "rows": 4992,
      "observed": 20028.0,
      "baseExpected": 22232.659513427083,
      "expected": 22236.149917483803,
      "baseDeviance": 13970.618858034079,
      "featureDeviance": 12926.21143027812,
      "gain": 0.07475742043849065,
      "oe": 0.9006954924445989
    },
    {
      "feature": "no_car",
      "form": "categorical",
      "scenario": "benchmark",
      "sample": "diagnostic_2024",
      "dimension": "region",
      "group": "North East",
      "rows": 1682,
      "observed": 2848.0,
      "baseExpected": 3155.663594108255,
      "expected": 3155.295323327753,
      "baseDeviance": 2813.432067361829,
      "featureDeviance": 2694.4045943972574,
      "gain": 0.042306858710181805,
      "oe": 0.9026096476434853
    },
    {
      "feature": "no_car",
      "form": "categorical",
      "scenario": "benchmark",
      "sample": "diagnostic_2024",
      "dimension": "region",
      "group": "North West",
      "rows": 4567,
      "observed": 9491.0,
      "baseExpected": 9977.708033976964,
      "expected": 9978.610547572964,
      "baseDeviance": 8313.724095499445,
      "featureDeviance": 8004.75534287685,
      "gain": 0.03716370053582274,
      "oe": 0.951134424452354
    },
    {
      "feature": "no_car",
      "form": "categorical",
      "scenario": "benchmark",
      "sample": "diagnostic_2024",
      "dimension": "region",
      "group": "South East",
      "rows": 5237,
      "observed": 14444.0,
      "baseExpected": 15860.287220475113,
      "expected": 15857.496024196145,
      "baseDeviance": 11496.35565612281,
      "featureDeviance": 10546.23475479355,
      "gain": 0.08264539909421109,
      "oe": 0.9108625963368135
    },
    {
      "feature": "no_car",
      "form": "categorical",
      "scenario": "benchmark",
      "sample": "diagnostic_2024",
      "dimension": "region",
      "group": "South West",
      "rows": 3407,
      "observed": 8856.0,
      "baseExpected": 9584.227365418928,
      "expected": 9417.42236188957,
      "baseDeviance": 6259.96674049389,
      "featureDeviance": 5833.5520203417755,
      "gain": 0.06811772934730831,
      "oe": 0.9403847103469061
    },
    {
      "feature": "no_car",
      "form": "categorical",
      "scenario": "benchmark",
      "sample": "diagnostic_2024",
      "dimension": "region",
      "group": "Wales",
      "rows": 1916,
      "observed": 2878.0,
      "baseExpected": 3235.0726079024716,
      "expected": 3235.566843187962,
      "baseDeviance": 3725.3811659202515,
      "featureDeviance": 3550.131001405769,
      "gain": 0.04704221036968492,
      "oe": 0.8894886551514861
    },
    {
      "feature": "no_car",
      "form": "categorical",
      "scenario": "benchmark",
      "sample": "diagnostic_2024",
      "dimension": "region",
      "group": "West Midlands",
      "rows": 3574,
      "observed": 8596.0,
      "baseExpected": 8951.314403528482,
      "expected": 8883.239605958226,
      "baseDeviance": 7359.243276290821,
      "featureDeviance": 6585.759032792401,
      "gain": 0.10510377418699346,
      "oe": 0.9676649939999854
    },
    {
      "feature": "no_car",
      "form": "categorical",
      "scenario": "benchmark",
      "sample": "diagnostic_2024",
      "dimension": "region",
      "group": "Yorkshire and The Humber",
      "rows": 2864,
      "observed": 8041.0,
      "baseExpected": 8403.435430858364,
      "expected": 8409.64887076947,
      "baseDeviance": 5894.50104190098,
      "featureDeviance": 5394.130809033972,
      "gain": 0.08488763159258672,
      "oe": 0.9561635834700744
    },
    {
      "feature": "no_car",
      "form": "categorical",
      "scenario": "benchmark",
      "sample": "diagnostic_2024",
      "dimension": "urbanRural",
      "group": "Rural",
      "rows": 6000,
      "observed": 20598.0,
      "baseExpected": 21353.767002565757,
      "expected": 21316.129654403154,
      "baseDeviance": 14016.217973126666,
      "featureDeviance": 13431.941149779439,
      "gain": 0.04168576890481179,
      "oe": 0.9663105044843442
    },
    {
      "feature": "no_car",
      "form": "categorical",
      "scenario": "benchmark",
      "sample": "diagnostic_2024",
      "dimension": "urbanRural",
      "group": "Urban",
      "rows": 28844,
      "observed": 71896.0,
      "baseExpected": 77493.7917733225,
      "expected": 77316.0466679243,
      "baseDeviance": 59548.30921698034,
      "featureDeviance": 54783.48750934856,
      "gain": 0.08001607048606307,
      "oe": 0.9298975193182907
    },
    {
      "feature": "no_car",
      "form": "categorical",
      "scenario": "benchmark",
      "sample": "diagnostic_2024",
      "dimension": "betterObserved",
      "group": "False",
      "rows": 34412,
      "observed": 91098.0,
      "baseExpected": 97380.68202944066,
      "expected": 97154.71552403414,
      "baseDeviance": 72668.4189822871,
      "featureDeviance": 67385.92250048133,
      "gain": 0.07269315275860577,
      "oe": 0.9376590678963408
    },
    {
      "feature": "no_car",
      "form": "categorical",
      "scenario": "benchmark",
      "sample": "diagnostic_2024",
      "dimension": "betterObserved",
      "group": "True",
      "rows": 432,
      "observed": 1396.0,
      "baseExpected": 1466.8767464475823,
      "expected": 1477.460798293308,
      "baseDeviance": 896.1082078199147,
      "featureDeviance": 829.5061586466652,
      "gain": 0.07432366827135917,
      "oe": 0.9448643250721728
    },
    {
      "feature": "no_car",
      "form": "categorical",
      "scenario": "benchmark",
      "sample": "diagnostic_2024",
      "dimension": "band",
      "group": "D1",
      "rows": 3451,
      "observed": 11435.0,
      "baseExpected": 14371.572732673578,
      "expected": 12116.75284731834,
      "baseDeviance": 8980.622848588422,
      "featureDeviance": 7813.571536641373,
      "gain": 0.12995215717476505,
      "oe": 0.943734690646164
    },
    {
      "feature": "no_car",
      "form": "categorical",
      "scenario": "benchmark",
      "sample": "diagnostic_2024",
      "dimension": "band",
      "group": "D2",
      "rows": 3477,
      "observed": 9923.0,
      "baseExpected": 11099.056649110866,
      "expected": 9967.453722277276,
      "baseDeviance": 7666.274252395536,
      "featureDeviance": 6904.406907500232,
      "gain": 0.09937908817405505,
      "oe": 0.995540112498549
    },
    {
      "feature": "no_car",
      "form": "categorical",
      "scenario": "benchmark",
      "sample": "diagnostic_2024",
      "dimension": "band",
      "group": "D3",
      "rows": 3494,
      "observed": 7292.0,
      "baseExpected": 8653.095850426003,
      "expected": 7813.130429747898,
      "baseDeviance": 6743.974823825807,
      "featureDeviance": 6085.452867823028,
      "gain": 0.09764596891380506,
      "oe": 0.9333006872938235
    },
    {
      "feature": "no_car",
      "form": "categorical",
      "scenario": "benchmark",
      "sample": "diagnostic_2024",
      "dimension": "band",
      "group": "D4",
      "rows": 3486,
      "observed": 6439.0,
      "baseExpected": 7816.593807378525,
      "expected": 6913.057877179554,
      "baseDeviance": 6446.63652140407,
      "featureDeviance": 5948.091290425753,
      "gain": 0.07733416167067142,
      "oe": 0.9314257329242895
    },
    {
      "feature": "no_car",
      "form": "categorical",
      "scenario": "benchmark",
      "sample": "diagnostic_2024",
      "dimension": "band",
      "group": "D5",
      "rows": 3486,
      "observed": 6849.0,
      "baseExpected": 7784.664775317697,
      "expected": 7236.873122184378,
      "baseDeviance": 6248.83470773999,
      "featureDeviance": 5915.958432092455,
      "gain": 0.053270136147980485,
      "oe": 0.9464032164671553
    },
    {
      "feature": "no_car",
      "form": "categorical",
      "scenario": "benchmark",
      "sample": "diagnostic_2024",
      "dimension": "band",
      "group": "D6",
      "rows": 3493,
      "observed": 6900.0,
      "baseExpected": 7557.680025769549,
      "expected": 7226.105328884772,
      "baseDeviance": 6196.872602907646,
      "featureDeviance": 5902.856009209127,
      "gain": 0.04744596388193678,
      "oe": 0.9548712184444313
    },
    {
      "feature": "no_car",
      "form": "categorical",
      "scenario": "benchmark",
      "sample": "diagnostic_2024",
      "dimension": "band",
      "group": "D7",
      "rows": 3473,
      "observed": 7797.0,
      "baseExpected": 8063.4947237587285,
      "expected": 8362.482626068182,
      "baseDeviance": 6477.429558918246,
      "featureDeviance": 6250.165186504779,
      "gain": 0.03508557991195216,
      "oe": 0.9323786187243708
    },
    {
      "feature": "no_car",
      "form": "categorical",
      "scenario": "benchmark",
      "sample": "diagnostic_2024",
      "dimension": "band",
      "group": "D8",
      "rows": 3480,
      "observed": 8374.0,
      "baseExpected": 8386.667947585316,
      "expected": 8984.867369402691,
      "baseDeviance": 6849.093803035467,
      "featureDeviance": 6636.16073019728,
      "gain": 0.03108923296448607,
      "oe": 0.9320115318025778
    },
    {
      "feature": "no_car",
      "form": "categorical",
      "scenario": "benchmark",
      "sample": "diagnostic_2024",
      "dimension": "band",
      "group": "D9",
      "rows": 3486,
      "observed": 10376.0,
      "baseExpected": 9633.849212702207,
      "expected": 10725.415024417554,
      "baseDeviance": 7879.302198584986,
      "featureDeviance": 7344.994317217721,
      "gain": 0.06781157365219725,
      "oe": 0.9674217712207804
    },
    {
      "feature": "no_car",
      "form": "categorical",
      "scenario": "benchmark",
      "sample": "diagnostic_2024",
      "dimension": "band",
      "group": "D10",
      "rows": 3518,
      "observed": 17109.0,
      "baseExpected": 15480.883051165787,
      "expected": 19286.037974846797,
      "baseDeviance": 10075.485872706839,
      "featureDeviance": 9413.771381516264,
      "gain": 0.06567569043822208,
      "oe": 0.8871184440429843
    },
    {
      "feature": "no_car",
      "form": "categorical",
      "scenario": "benchmark",
      "sample": "diagnostic_2025",
      "dimension": "year",
      "group": "2025",
      "rows": 34843,
      "observed": 92791.0,
      "baseExpected": 100248.78404676483,
      "expected": 100026.485308359,
      "baseDeviance": 73149.12509223106,
      "featureDeviance": 67654.28679237289,
      "gain": 0.07511830514623274,
      "oe": 0.9276643052482186
    },
    {
      "feature": "no_car",
      "form": "categorical",
      "scenario": "benchmark",
      "sample": "diagnostic_2025",
      "dimension": "region",
      "group": "East Midlands",
      "rows": 2847,
      "observed": 7956.0,
      "baseExpected": 7837.432697049184,
      "expected": 7844.059135529079,
      "baseDeviance": 6165.000965113714,
      "featureDeviance": 5601.216883162007,
      "gain": 0.09144914739543886,
      "oe": 1.014270782835368
    },
    {
      "feature": "no_car",
      "form": "categorical",
      "scenario": "benchmark",
      "sample": "diagnostic_2025",
      "dimension": "region",
      "group": "East of England",
      "rows": 3758,
      "observed": 9709.0,
      "baseExpected": 9984.269692976137,
      "expected": 9984.920398825607,
      "baseDeviance": 7599.368151506781,
      "featureDeviance": 7017.962309412598,
      "gain": 0.07650712934323411,
      "oe": 0.9723662895842354
    },
    {
      "feature": "no_car",
      "form": "categorical",
      "scenario": "benchmark",
      "sample": "diagnostic_2025",
      "dimension": "region",
      "group": "London",
      "rows": 4992,
      "observed": 19860.0,
      "baseExpected": 22340.67139931229,
      "expected": 22336.31377199322,
      "baseDeviance": 13354.257096891415,
      "featureDeviance": 12254.79871287763,
      "gain": 0.0823301795103013,
      "oe": 0.8891350740649878
    },
    {
      "feature": "no_car",
      "form": "categorical",
      "scenario": "benchmark",
      "sample": "diagnostic_2025",
      "dimension": "region",
      "group": "North East",
      "rows": 1682,
      "observed": 2764.0,
      "baseExpected": 3249.027340110273,
      "expected": 3248.3891193728855,
      "baseDeviance": 2827.406150587646,
      "featureDeviance": 2753.3968366397876,
      "gain": 0.026175692492030778,
      "oe": 0.8508832835068728
    },
    {
      "feature": "no_car",
      "form": "categorical",
      "scenario": "benchmark",
      "sample": "diagnostic_2025",
      "dimension": "region",
      "group": "North West",
      "rows": 4567,
      "observed": 9449.0,
      "baseExpected": 10145.201295843832,
      "expected": 10145.675950754763,
      "baseDeviance": 8106.903625411727,
      "featureDeviance": 7771.002832168893,
      "gain": 0.04143391962745513,
      "oe": 0.9313327220249987
    },
    {
      "feature": "no_car",
      "form": "categorical",
      "scenario": "benchmark",
      "sample": "diagnostic_2025",
      "dimension": "region",
      "group": "South East",
      "rows": 5237,
      "observed": 14543.0,
      "baseExpected": 16095.05127226237,
      "expected": 16101.960137462444,
      "baseDeviance": 11456.300519098528,
      "featureDeviance": 10615.869049194627,
      "gain": 0.07335976116398457,
      "oe": 0.9031819651673709
    },
    {
      "feature": "no_car",
      "form": "categorical",
      "scenario": "benchmark",
      "sample": "diagnostic_2025",
      "dimension": "region",
      "group": "South West",
      "rows": 3406,
      "observed": 8809.0,
      "baseExpected": 9732.661295447084,
      "expected": 9558.511043137429,
      "baseDeviance": 6524.346832896719,
      "featureDeviance": 6015.417618715032,
      "gain": 0.07800462287130272,
      "oe": 0.921587050561024
    },
    {
      "feature": "no_car",
      "form": "categorical",
      "scenario": "benchmark",
      "sample": "diagnostic_2025",
      "dimension": "region",
      "group": "Wales",
      "rows": 1916,
      "observed": 2951.0,
      "baseExpected": 3307.253404271201,
      "expected": 3308.581289422838,
      "baseDeviance": 3920.0542778338954,
      "featureDeviance": 3709.378998817515,
      "gain": 0.053742949480993785,
      "oe": 0.891923075740655
    },
    {
      "feature": "no_car",
      "form": "categorical",
      "scenario": "benchmark",
      "sample": "diagnostic_2025",
      "dimension": "region",
      "group": "West Midlands",
      "rows": 3574,
      "observed": 8774.0,
      "baseExpected": 9008.166662714577,
      "expected": 8947.847436514307,
      "baseDeviance": 7235.898966811143,
      "featureDeviance": 6501.099698986345,
      "gain": 0.10154913317544889,
      "oe": 0.9805710325586385
    },
    {
      "feature": "no_car",
      "form": "categorical",
      "scenario": "benchmark",
      "sample": "diagnostic_2025",
      "dimension": "region",
      "group": "Yorkshire and The Humber",
      "rows": 2864,
      "observed": 7976.0,
      "baseExpected": 8549.0489867779,
      "expected": 8550.227025346423,
      "baseDeviance": 5959.588506079483,
      "featureDeviance": 5414.143852398456,
      "gain": 0.09152387838935672,
      "oe": 0.9328407276620637
    },
    {
      "feature": "no_car",
      "form": "categorical",
      "scenario": "benchmark",
      "sample": "diagnostic_2025",
      "dimension": "urbanRural",
      "group": "Rural",
      "rows": 5999,
      "observed": 20915.0,
      "baseExpected": 21825.973290456146,
      "expected": 21788.78490393694,
      "baseDeviance": 13875.92813529358,
      "featureDeviance": 13288.86365773655,
      "gain": 0.04230812323565036,
      "oe": 0.9598974927794593
    },
    {
      "feature": "no_car",
      "form": "categorical",
      "scenario": "benchmark",
      "sample": "diagnostic_2025",
      "dimension": "urbanRural",
      "group": "Urban",
      "rows": 28844,
      "observed": 71876.0,
      "baseExpected": 78422.8107563087,
      "expected": 78237.70040442205,
      "baseDeviance": 59273.19695693748,
      "featureDeviance": 54365.42313463634,
      "gain": 0.08279920898929549,
      "oe": 0.9186875333562017
    },
    {
      "feature": "no_car",
      "form": "categorical",
      "scenario": "benchmark",
      "sample": "diagnostic_2025",
      "dimension": "betterObserved",
      "group": "False",
      "rows": 34462,
      "observed": 91626.0,
      "baseExpected": 98939.29506374158,
      "expected": 98707.3136046239,
      "baseDeviance": 72469.14530638263,
      "featureDeviance": 67029.73186333371,
      "gain": 0.07505833579314825,
      "oe": 0.9282594840642875
    },
    {
      "feature": "no_car",
      "form": "categorical",
      "scenario": "benchmark",
      "sample": "diagnostic_2025",
      "dimension": "betterObserved",
      "group": "True",
      "rows": 381,
      "observed": 1165.0,
      "baseExpected": 1309.4889830232694,
      "expected": 1319.1717037351054,
      "baseDeviance": 679.979785848423,
      "featureDeviance": 624.5549290391784,
      "gain": 0.08150956537640308,
      "oe": 0.8831299191010668
    },
    {
      "feature": "no_car",
      "form": "categorical",
      "scenario": "benchmark",
      "sample": "diagnostic_2025",
      "dimension": "band",
      "group": "D1",
      "rows": 3451,
      "observed": 11903.0,
      "baseExpected": 14649.548915522813,
      "expected": 12357.112080844512,
      "baseDeviance": 8799.543276015514,
      "featureDeviance": 7693.1719412566035,
      "gain": 0.12573054078550794,
      "oe": 0.9632509539548113
    },
    {
      "feature": "no_car",
      "form": "categorical",
      "scenario": "benchmark",
      "sample": "diagnostic_2025",
      "dimension": "band",
      "group": "D2",
      "rows": 3477,
      "observed": 9913.0,
      "baseExpected": 11319.156978404471,
      "expected": 10169.20711382808,
      "baseDeviance": 7718.970582694611,
      "featureDeviance": 6931.254835202371,
      "gain": 0.10204932627392604,
      "oe": 0.9748055958581382
    },
    {
      "feature": "no_car",
      "form": "categorical",
      "scenario": "benchmark",
      "sample": "diagnostic_2025",
      "dimension": "band",
      "group": "D3",
      "rows": 3494,
      "observed": 7306.0,
      "baseExpected": 8818.252230650234,
      "expected": 7967.222211522493,
      "baseDeviance": 6928.456493190839,
      "featureDeviance": 6225.53582774839,
      "gain": 0.1014541501607561,
      "oe": 0.917007183436379
    },
    {
      "feature": "no_car",
      "form": "categorical",
      "scenario": "benchmark",
      "sample": "diagnostic_2025",
      "dimension": "band",
      "group": "D4",
      "rows": 3486,
      "observed": 6586.0,
      "baseExpected": 7949.611912317967,
      "expected": 7034.197091401617,
      "baseDeviance": 6464.6521679402995,
      "featureDeviance": 5944.517578237164,
      "gain": 0.08045824836216287,
      "oe": 0.936283120080687
    },
    {
      "feature": "no_car",
      "form": "categorical",
      "scenario": "benchmark",
      "sample": "diagnostic_2025",
      "dimension": "band",
      "group": "D5",
      "rows": 3486,
      "observed": 6675.0,
      "baseExpected": 7935.2494187830835,
      "expected": 7378.920383685439,
      "baseDeviance": 6629.816941364423,
      "featureDeviance": 6198.539863339614,
      "gain": 0.06505112913963074,
      "oe": 0.9046038787406102
    },
    {
      "feature": "no_car",
      "form": "categorical",
      "scenario": "benchmark",
      "sample": "diagnostic_2025",
      "dimension": "band",
      "group": "D6",
      "rows": 3493,
      "observed": 6865.0,
      "baseExpected": 7682.951243367975,
      "expected": 7349.712266956069,
      "baseDeviance": 6244.4441620377,
      "featureDeviance": 5913.300418090652,
      "gain": 0.05303013932932488,
      "oe": 0.9340501710338635
    },
    {
      "feature": "no_car",
      "form": "categorical",
      "scenario": "benchmark",
      "sample": "diagnostic_2025",
      "dimension": "band",
      "group": "D7",
      "rows": 3473,
      "observed": 7608.0,
      "baseExpected": 8168.8675980080225,
      "expected": 8477.489151450423,
      "baseDeviance": 6596.7592163976815,
      "featureDeviance": 6340.389711143251,
      "gain": 0.03886294722068506,
      "oe": 0.8974355335740345
    },
    {
      "feature": "no_car",
      "form": "categorical",
      "scenario": "benchmark",
      "sample": "diagnostic_2025",
      "dimension": "band",
      "group": "D8",
      "rows": 3480,
      "observed": 8303.0,
      "baseExpected": 8489.280895736883,
      "expected": 9101.895350065142,
      "baseDeviance": 6580.275452815144,
      "featureDeviance": 6298.309477736903,
      "gain": 0.042850178096664804,
      "oe": 0.9122275834494818
    },
    {
      "feature": "no_car",
      "form": "categorical",
      "scenario": "benchmark",
      "sample": "diagnostic_2025",
      "dimension": "band",
      "group": "D9",
      "rows": 3485,
      "observed": 10316.0,
      "baseExpected": 9737.695342685014,
      "expected": 10854.463215558582,
      "baseDeviance": 7343.982651324894,
      "featureDeviance": 6940.749115900034,
      "gain": 0.05490665686037732,
      "oe": 0.9503924602382217
    },
    {
      "feature": "no_car",
      "form": "categorical",
      "scenario": "benchmark",
      "sample": "diagnostic_2025",
      "dimension": "band",
      "group": "D10",
      "rows": 3518,
      "observed": 17316.0,
      "baseExpected": 15498.169511288383,
      "expected": 19336.26644304664,
      "baseDeviance": 9842.224148449945,
      "featureDeviance": 9168.518023717908,
      "gain": 0.06845059760584082,
      "oe": 0.8955193108764214
    },
    {
      "feature": "no_car",
      "form": "categorical",
      "scenario": "length",
      "sample": "temporal_2023",
      "dimension": "year",
      "group": "2023",
      "rows": 33108,
      "observed": 92703.0,
      "baseExpected": 97140.95635029627,
      "expected": 97006.48711239343,
      "baseDeviance": 73771.73481377443,
      "featureDeviance": 68616.75887299652,
      "gain": 0.06987738533993892,
      "oe": 0.955637120356628
    },
    {
      "feature": "no_car",
      "form": "categorical",
      "scenario": "length",
      "sample": "temporal_2023",
      "dimension": "region",
      "group": "East Midlands",
      "rows": 2847,
      "observed": 7798.0,
      "baseExpected": 7860.6023932113385,
      "expected": 7842.267422202702,
      "baseDeviance": 6435.90175028586,
      "featureDeviance": 5925.577416846892,
      "gain": 0.07929336917181817,
      "oe": 0.9943552776487354
    },
    {
      "feature": "no_car",
      "form": "categorical",
      "scenario": "length",
      "sample": "temporal_2023",
      "dimension": "region",
      "group": "East of England",
      "rows": 3758,
      "observed": 9557.0,
      "baseExpected": 10326.534862802288,
      "expected": 10288.601646600899,
      "baseDeviance": 7960.318523713979,
      "featureDeviance": 7496.439308699062,
      "gain": 0.058273951429582804,
      "oe": 0.9288920232573489
    },
    {
      "feature": "no_car",
      "form": "categorical",
      "scenario": "length",
      "sample": "temporal_2023",
      "dimension": "region",
      "group": "London",
      "rows": 4992,
      "observed": 22068.0,
      "baseExpected": 22711.671875341963,
      "expected": 22732.828303236034,
      "baseDeviance": 15368.053686248877,
      "featureDeviance": 14127.38859258713,
      "gain": 0.08073013792057993,
      "oe": 0.9707547035341223
    },
    {
      "feature": "no_car",
      "form": "categorical",
      "scenario": "length",
      "sample": "temporal_2023",
      "dimension": "region",
      "group": "North East",
      "rows": 1682,
      "observed": 3016.0,
      "baseExpected": 3211.2853905765587,
      "expected": 3211.5034899882394,
      "baseDeviance": 2915.14973903604,
      "featureDeviance": 2791.915548026729,
      "gain": 0.04227370874268066,
      "oe": 0.9391239989002922
    },
    {
      "feature": "no_car",
      "form": "categorical",
      "scenario": "length",
      "sample": "temporal_2023",
      "dimension": "region",
      "group": "North West",
      "rows": 4567,
      "observed": 9632.0,
      "baseExpected": 10455.130755052982,
      "expected": 10446.942497364638,
      "baseDeviance": 8693.2650482505,
      "featureDeviance": 8414.773534710584,
      "gain": 0.03203531837510931,
      "oe": 0.9219922482037001
    },
    {
      "feature": "no_car",
      "form": "categorical",
      "scenario": "length",
      "sample": "temporal_2023",
      "dimension": "region",
      "group": "South East",
      "rows": 5237,
      "observed": 15452.0,
      "baseExpected": 16569.709308029174,
      "expected": 16531.59858443571,
      "baseDeviance": 11989.078005486617,
      "featureDeviance": 11029.527451883949,
      "gain": 0.08003539164258877,
      "oe": 0.934694846422648
    },
    {
      "feature": "no_car",
      "form": "categorical",
      "scenario": "length",
      "sample": "temporal_2023",
      "dimension": "region",
      "group": "South West",
      "rows": 2368,
      "observed": 6535.0,
      "baseExpected": 6644.083526062791,
      "expected": 6629.737479183837,
      "baseDeviance": 4619.78566022176,
      "featureDeviance": 4418.689082086161,
      "gain": 0.04352941736390992,
      "oe": 0.9857102216367849
    },
    {
      "feature": "no_car",
      "form": "categorical",
      "scenario": "length",
      "sample": "temporal_2023",
      "dimension": "region",
      "group": "Wales",
      "rows": 1916,
      "observed": 3197.0,
      "baseExpected": 3326.6456448705776,
      "expected": 3325.7436155616497,
      "baseDeviance": 4001.14300526883,
      "featureDeviance": 3769.3374899243545,
      "gain": 0.057934823883881936,
      "oe": 0.9612887731455789
    },
    {
      "feature": "no_car",
      "form": "categorical",
      "scenario": "length",
      "sample": "temporal_2023",
      "dimension": "region",
      "group": "West Midlands",
      "rows": 2877,
      "observed": 6971.0,
      "baseExpected": 7534.077757679059,
      "expected": 7516.925693195517,
      "baseDeviance": 5925.618963531844,
      "featureDeviance": 5274.211097259411,
      "gain": 0.10993077183690103,
      "oe": 0.9273738073944644
    },
    {
      "feature": "no_car",
      "form": "categorical",
      "scenario": "length",
      "sample": "temporal_2023",
      "dimension": "region",
      "group": "Yorkshire and The Humber",
      "rows": 2864,
      "observed": 8477.0,
      "baseExpected": 8501.21483666953,
      "expected": 8480.338380624196,
      "baseDeviance": 5863.4204317301255,
      "featureDeviance": 5368.899350972239,
      "gain": 0.08434003437341231,
      "oe": 0.9996063387480122
    },
    {
      "feature": "no_car",
      "form": "categorical",
      "scenario": "length",
      "sample": "temporal_2023",
      "dimension": "urbanRural",
      "group": "Rural",
      "rows": 5651,
      "observed": 19641.0,
      "baseExpected": 20572.115116907436,
      "expected": 20507.416948727107,
      "baseDeviance": 12762.321616044128,
      "featureDeviance": 12203.158222584261,
      "gain": 0.043813610899518074,
      "oe": 0.9577510443712471
    },
    {
      "feature": "no_car",
      "form": "categorical",
      "scenario": "length",
      "sample": "temporal_2023",
      "dimension": "urbanRural",
      "group": "Urban",
      "rows": 27457,
      "observed": 73062.0,
      "baseExpected": 76568.84123338881,
      "expected": 76499.07016366633,
      "baseDeviance": 61009.413197730304,
      "featureDeviance": 56413.60065041225,
      "gain": 0.07532956483982423,
      "oe": 0.9550704321462617
    },
    {
      "feature": "no_car",
      "form": "categorical",
      "scenario": "length",
      "sample": "temporal_2023",
      "dimension": "betterObserved",
      "group": "False",
      "rows": 32750,
      "observed": 91351.0,
      "baseExpected": 95739.36927412407,
      "expected": 95558.14213973403,
      "baseDeviance": 72847.61817416525,
      "featureDeviance": 67751.511007889,
      "gain": 0.06995571432537984,
      "oe": 0.9559729600688348
    },
    {
      "feature": "no_car",
      "form": "categorical",
      "scenario": "length",
      "sample": "temporal_2023",
      "dimension": "betterObserved",
      "group": "True",
      "rows": 358,
      "observed": 1352.0,
      "baseExpected": 1401.5870761721915,
      "expected": 1448.3449726593883,
      "baseDeviance": 924.1166396091651,
      "featureDeviance": 865.2478651074971,
      "gain": 0.06370275350367594,
      "oe": 0.9334792646240323
    },
    {
      "feature": "no_car",
      "form": "categorical",
      "scenario": "length",
      "sample": "temporal_2023",
      "dimension": "band",
      "group": "D1",
      "rows": 3197,
      "observed": 10923.0,
      "baseExpected": 13936.910724488247,
      "expected": 11608.916908908952,
      "baseDeviance": 8281.683205012194,
      "featureDeviance": 7180.957252186554,
      "gain": 0.13291089813233437,
      "oe": 0.9409146508420124
    },
    {
      "feature": "no_car",
      "form": "categorical",
      "scenario": "length",
      "sample": "temporal_2023",
      "dimension": "band",
      "group": "D2",
      "rows": 3238,
      "observed": 9148.0,
      "baseExpected": 10735.482255033567,
      "expected": 9714.26569356518,
      "baseDeviance": 6874.625724545465,
      "featureDeviance": 6203.449456468619,
      "gain": 0.0976309540285879,
      "oe": 0.9417078231718246
    },
    {
      "feature": "no_car",
      "form": "categorical",
      "scenario": "length",
      "sample": "temporal_2023",
      "dimension": "band",
      "group": "D3",
      "rows": 3289,
      "observed": 7261.0,
      "baseExpected": 8424.502273320417,
      "expected": 7673.459546998045,
      "baseDeviance": 6820.89551950383,
      "featureDeviance": 6296.625820042949,
      "gain": 0.07686229732764138,
      "oe": 0.9462485539316612
    },
    {
      "feature": "no_car",
      "form": "categorical",
      "scenario": "length",
      "sample": "temporal_2023",
      "dimension": "band",
      "group": "D4",
      "rows": 3306,
      "observed": 6527.0,
      "baseExpected": 7688.459955408085,
      "expected": 6765.625125414296,
      "baseDeviance": 6123.377870018706,
      "featureDeviance": 5677.431903214059,
      "gain": 0.07282679205346576,
      "oe": 0.9647297742646236
    },
    {
      "feature": "no_car",
      "form": "categorical",
      "scenario": "length",
      "sample": "temporal_2023",
      "dimension": "band",
      "group": "D5",
      "rows": 3298,
      "observed": 6744.0,
      "baseExpected": 7554.213494533118,
      "expected": 7038.530801288548,
      "baseDeviance": 6248.425243860138,
      "featureDeviance": 5915.244962901675,
      "gain": 0.053322280087427565,
      "oe": 0.9581545055916175
    },
    {
      "feature": "no_car",
      "form": "categorical",
      "scenario": "length",
      "sample": "temporal_2023",
      "dimension": "band",
      "group": "D6",
      "rows": 3298,
      "observed": 6832.0,
      "baseExpected": 7378.045688064638,
      "expected": 7037.170743848012,
      "baseDeviance": 6355.083083249036,
      "featureDeviance": 6111.079682399606,
      "gain": 0.0383949977762813,
      "oe": 0.9708447114165342
    },
    {
      "feature": "no_car",
      "form": "categorical",
      "scenario": "length",
      "sample": "temporal_2023",
      "dimension": "band",
      "group": "D7",
      "rows": 3292,
      "observed": 7710.0,
      "baseExpected": 7851.704596620314,
      "expected": 8263.588830384722,
      "baseDeviance": 6557.490456409627,
      "featureDeviance": 6330.5856902401065,
      "gain": 0.034602378406472845,
      "oe": 0.9330086670879353
    },
    {
      "feature": "no_car",
      "form": "categorical",
      "scenario": "length",
      "sample": "temporal_2023",
      "dimension": "band",
      "group": "D8",
      "rows": 3336,
      "observed": 8491.0,
      "baseExpected": 8246.88462912754,
      "expected": 8861.177786249296,
      "baseDeviance": 7189.0445136155595,
      "featureDeviance": 6886.451660444408,
      "gain": 0.042090830373641586,
      "oe": 0.9582247647910038
    },
    {
      "feature": "no_car",
      "form": "categorical",
      "scenario": "length",
      "sample": "temporal_2023",
      "dimension": "band",
      "group": "D9",
      "rows": 3382,
      "observed": 10402.0,
      "baseExpected": 9655.929676896094,
      "expected": 10539.607066484368,
      "baseDeviance": 7825.600705300971,
      "featureDeviance": 7497.397669199288,
      "gain": 0.04193966041218555,
      "oe": 0.9869438143550954
    },
    {
      "feature": "no_car",
      "form": "categorical",
      "scenario": "length",
      "sample": "temporal_2023",
      "dimension": "band",
      "group": "D10",
      "rows": 3472,
      "observed": 18665.0,
      "baseExpected": 15668.823056804244,
      "expected": 19504.144609252013,
      "baseDeviance": 11495.508492258909,
      "featureDeviance": 10517.534775899243,
      "gain": 0.0850744198934944,
      "oe": 0.9569760875924825
    },
    {
      "feature": "no_car",
      "form": "categorical",
      "scenario": "length",
      "sample": "diagnostic_2024",
      "dimension": "year",
      "group": "2024",
      "rows": 34844,
      "observed": 92494.0,
      "baseExpected": 98907.15039662909,
      "expected": 98686.45581079216,
      "baseDeviance": 75184.10117699776,
      "featureDeviance": 69926.65175037962,
      "gain": 0.06992767545682432,
      "oe": 0.9372512087913591
    },
    {
      "feature": "no_car",
      "form": "categorical",
      "scenario": "length",
      "sample": "diagnostic_2024",
      "dimension": "region",
      "group": "East Midlands",
      "rows": 2847,
      "observed": 7723.0,
      "baseExpected": 7729.907620971848,
      "expected": 7731.763455267957,
      "baseDeviance": 6498.049677573425,
      "featureDeviance": 5994.813105573174,
      "gain": 0.07744424819297091,
      "oe": 0.9988665644883398
    },
    {
      "feature": "no_car",
      "form": "categorical",
      "scenario": "length",
      "sample": "diagnostic_2024",
      "dimension": "region",
      "group": "East of England",
      "rows": 3758,
      "observed": 9589.0,
      "baseExpected": 9738.612841029453,
      "expected": 9747.955035728395,
      "baseDeviance": 7699.508083486971,
      "featureDeviance": 7156.334795219633,
      "gain": 0.07054649237037303,
      "oe": 0.9836934992882312
    },
    {
      "feature": "no_car",
      "form": "categorical",
      "scenario": "length",
      "sample": "diagnostic_2024",
      "dimension": "region",
      "group": "London",
      "rows": 4992,
      "observed": 20028.0,
      "baseExpected": 22237.955330768982,
      "expected": 22240.803762719133,
      "baseDeviance": 14117.0440109964,
      "featureDeviance": 13072.100083619278,
      "gain": 0.0740200233535554,
      "oe": 0.9005070236522513
    },
    {
      "feature": "no_car",
      "form": "categorical",
      "scenario": "length",
      "sample": "diagnostic_2024",
      "dimension": "region",
      "group": "North East",
      "rows": 1682,
      "observed": 2848.0,
      "baseExpected": 3157.378712379224,
      "expected": 3157.5270855586227,
      "baseDeviance": 2858.596952525725,
      "featureDeviance": 2746.396234924592,
      "gain": 0.03925027538492176,
      "oe": 0.9019716768308064
    },
    {
      "feature": "no_car",
      "form": "categorical",
      "scenario": "length",
      "sample": "diagnostic_2024",
      "dimension": "region",
      "group": "North West",
      "rows": 4567,
      "observed": 9491.0,
      "baseExpected": 9985.577947752932,
      "expected": 9986.365406143077,
      "baseDeviance": 8535.810585164823,
      "featureDeviance": 8265.183920194922,
      "gain": 0.03170485828730174,
      "oe": 0.9503958261092315
    },
    {
      "feature": "no_car",
      "form": "categorical",
      "scenario": "length",
      "sample": "diagnostic_2024",
      "dimension": "region",
      "group": "South East",
      "rows": 5237,
      "observed": 14444.0,
      "baseExpected": 15859.936474849657,
      "expected": 15856.52421897954,
      "baseDeviance": 11695.912225116677,
      "featureDeviance": 10698.339550440798,
      "gain": 0.08529242144393123,
      "oe": 0.9109184207413619
    },
    {
      "feature": "no_car",
      "form": "categorical",
      "scenario": "length",
      "sample": "diagnostic_2024",
      "dimension": "region",
      "group": "South West",
      "rows": 3407,
      "observed": 8856.0,
      "baseExpected": 9674.229560734402,
      "expected": 9496.781470613769,
      "baseDeviance": 6535.24332945312,
      "featureDeviance": 6085.108443011818,
      "gain": 0.06887806065500701,
      "oe": 0.9325264593487212
    },
    {
      "feature": "no_car",
      "form": "categorical",
      "scenario": "length",
      "sample": "diagnostic_2024",
      "dimension": "region",
      "group": "Wales",
      "rows": 1916,
      "observed": 2878.0,
      "baseExpected": 3236.683632110658,
      "expected": 3237.321516457051,
      "baseDeviance": 3933.377058965719,
      "featureDeviance": 3754.3119138964516,
      "gain": 0.045524530800093777,
      "oe": 0.8890065399341938
    },
    {
      "feature": "no_car",
      "form": "categorical",
      "scenario": "length",
      "sample": "diagnostic_2024",
      "dimension": "region",
      "group": "West Midlands",
      "rows": 3574,
      "observed": 8596.0,
      "baseExpected": 8878.763885589866,
      "expected": 8817.363185759606,
      "baseDeviance": 7412.089164472862,
      "featureDeviance": 6717.379602391251,
      "gain": 0.0937265522130315,
      "oe": 0.9748946276686077
    },
    {
      "feature": "no_car",
      "form": "categorical",
      "scenario": "length",
      "sample": "diagnostic_2024",
      "dimension": "region",
      "group": "Yorkshire and The Humber",
      "rows": 2864,
      "observed": 8041.0,
      "baseExpected": 8408.104390442077,
      "expected": 8414.050673565016,
      "baseDeviance": 5898.470089242044,
      "featureDeviance": 5436.684101107699,
      "gain": 0.07828911245588521,
      "oe": 0.9556633673793938
    },
    {
      "feature": "no_car",
      "form": "categorical",
      "scenario": "length",
      "sample": "diagnostic_2024",
      "dimension": "urbanRural",
      "group": "Rural",
      "rows": 6000,
      "observed": 20598.0,
      "baseExpected": 21377.658614027794,
      "expected": 21334.00353650897,
      "baseDeviance": 13543.818305892672,
      "featureDeviance": 13043.866172569802,
      "gain": 0.03691367692856229,
      "oe": 0.9655009180414991
    },
    {
      "feature": "no_car",
      "form": "categorical",
      "scenario": "length",
      "sample": "diagnostic_2024",
      "dimension": "urbanRural",
      "group": "Urban",
      "rows": 28844,
      "observed": 71896.0,
      "baseExpected": 77529.4917826013,
      "expected": 77352.45227428319,
      "baseDeviance": 61640.2828711051,
      "featureDeviance": 56882.78557780982,
      "gain": 0.0771816265548878,
      "oe": 0.9294598669614866
    },
    {
      "feature": "no_car",
      "form": "categorical",
      "scenario": "length",
      "sample": "diagnostic_2024",
      "dimension": "betterObserved",
      "group": "False",
      "rows": 34412,
      "observed": 91098.0,
      "baseExpected": 97418.7052221887,
      "expected": 97188.94194613647,
      "baseDeviance": 74293.0702794226,
      "featureDeviance": 69103.53896568519,
      "gain": 0.06985215840749526,
      "oe": 0.9373288583642349
    },
    {
      "feature": "no_car",
      "form": "categorical",
      "scenario": "length",
      "sample": "diagnostic_2024",
      "dimension": "betterObserved",
      "group": "True",
      "rows": 432,
      "observed": 1396.0,
      "baseExpected": 1488.4451744403973,
      "expected": 1497.51386465569,
      "baseDeviance": 891.0308975751738,
      "featureDeviance": 823.1127846944244,
      "gain": 0.07622419499209265,
      "oe": 0.9322117363641036
    },
    {
      "feature": "no_car",
      "form": "categorical",
      "scenario": "length",
      "sample": "diagnostic_2024",
      "dimension": "band",
      "group": "D1",
      "rows": 3451,
      "observed": 11435.0,
      "baseExpected": 14501.130546320726,
      "expected": 12129.77447508497,
      "baseDeviance": 8842.897176505585,
      "featureDeviance": 7713.074495888188,
      "gain": 0.127766122127846,
      "oe": 0.9427215669580614
    },
    {
      "feature": "no_car",
      "form": "categorical",
      "scenario": "length",
      "sample": "diagnostic_2024",
      "dimension": "band",
      "group": "D2",
      "rows": 3477,
      "observed": 9923.0,
      "baseExpected": 11041.753693856368,
      "expected": 9975.7626924528,
      "baseDeviance": 7701.834968865536,
      "featureDeviance": 6984.201115330539,
      "gain": 0.09317699696708803,
      "oe": 0.9947109114280839
    },
    {
      "feature": "no_car",
      "form": "categorical",
      "scenario": "length",
      "sample": "diagnostic_2024",
      "dimension": "band",
      "group": "D3",
      "rows": 3494,
      "observed": 7292.0,
      "baseExpected": 8588.529923385446,
      "expected": 7805.088290268213,
      "baseDeviance": 6836.318302536761,
      "featureDeviance": 6194.597095294078,
      "gain": 0.09386941608680777,
      "oe": 0.9342623335974356
    },
    {
      "feature": "no_car",
      "form": "categorical",
      "scenario": "length",
      "sample": "diagnostic_2024",
      "dimension": "band",
      "group": "D4",
      "rows": 3486,
      "observed": 6439.0,
      "baseExpected": 7805.599819798556,
      "expected": 6907.473770998028,
      "baseDeviance": 6590.910315926636,
      "featureDeviance": 6079.861172076024,
      "gain": 0.07753847637945932,
      "oe": 0.932178711562398
    },
    {
      "feature": "no_car",
      "form": "categorical",
      "scenario": "length",
      "sample": "diagnostic_2024",
      "dimension": "band",
      "group": "D5",
      "rows": 3486,
      "observed": 6849.0,
      "baseExpected": 7758.585754760544,
      "expected": 7235.989346783708,
      "baseDeviance": 6410.404840265396,
      "featureDeviance": 6048.511340616384,
      "gain": 0.05645407874645714,
      "oe": 0.9465188064496365
    },
    {
      "feature": "no_car",
      "form": "categorical",
      "scenario": "length",
      "sample": "diagnostic_2024",
      "dimension": "band",
      "group": "D6",
      "rows": 3493,
      "observed": 6900.0,
      "baseExpected": 7517.193074974128,
      "expected": 7224.576483969311,
      "baseDeviance": 6460.125699580838,
      "featureDeviance": 6138.403287713565,
      "gain": 0.04980126189930756,
      "oe": 0.9550732856535581
    },
    {
      "feature": "no_car",
      "form": "categorical",
      "scenario": "length",
      "sample": "diagnostic_2024",
      "dimension": "band",
      "group": "D7",
      "rows": 3473,
      "observed": 7797.0,
      "baseExpected": 8059.940742525608,
      "expected": 8365.848490711178,
      "baseDeviance": 6735.946620076326,
      "featureDeviance": 6491.052988836778,
      "gain": 0.03635623098758656,
      "oe": 0.9320034911769218
    },
    {
      "feature": "no_car",
      "form": "categorical",
      "scenario": "length",
      "sample": "diagnostic_2024",
      "dimension": "band",
      "group": "D8",
      "rows": 3480,
      "observed": 8374.0,
      "baseExpected": 8370.720778831484,
      "expected": 8995.361360261842,
      "baseDeviance": 7155.442981827808,
      "featureDeviance": 6922.775086348039,
      "gain": 0.032516211235371406,
      "oe": 0.9309242469116599
    },
    {
      "feature": "no_car",
      "form": "categorical",
      "scenario": "length",
      "sample": "diagnostic_2024",
      "dimension": "band",
      "group": "D9",
      "rows": 3486,
      "observed": 10376.0,
      "baseExpected": 9704.470332477273,
      "expected": 10739.415771466553,
      "baseDeviance": 8193.99839275115,
      "featureDeviance": 7687.426513874758,
      "gain": 0.06182230635101571,
      "oe": 0.9661605641126114
    },
    {
      "feature": "no_car",
      "form": "categorical",
      "scenario": "length",
      "sample": "diagnostic_2024",
      "dimension": "band",
      "group": "D10",
      "rows": 3518,
      "observed": 17109.0,
      "baseExpected": 15559.225729698963,
      "expected": 19307.165128795565,
      "baseDeviance": 10256.22187866173,
      "featureDeviance": 9666.748654401265,
      "gain": 0.05747469499337532,
      "oe": 0.8861477014293971
    },
    {
      "feature": "no_car",
      "form": "categorical",
      "scenario": "length",
      "sample": "diagnostic_2025",
      "dimension": "year",
      "group": "2025",
      "rows": 34843,
      "observed": 92791.0,
      "baseExpected": 100313.28989732909,
      "expected": 100078.35095744788,
      "baseDeviance": 74708.73022951678,
      "featureDeviance": 69312.52894157909,
      "gain": 0.07222986217754901,
      "oe": 0.9271835428169037
    },
    {
      "feature": "no_car",
      "form": "categorical",
      "scenario": "length",
      "sample": "diagnostic_2025",
      "dimension": "region",
      "group": "East Midlands",
      "rows": 2847,
      "observed": 7956.0,
      "baseExpected": 7844.350102253024,
      "expected": 7850.592617793072,
      "baseDeviance": 6389.655746461271,
      "featureDeviance": 5848.399730230856,
      "gain": 0.0847081654641838,
      "oe": 1.0134266783845114
    },
    {
      "feature": "no_car",
      "form": "categorical",
      "scenario": "length",
      "sample": "diagnostic_2025",
      "dimension": "region",
      "group": "East of England",
      "rows": 3758,
      "observed": 9709.0,
      "baseExpected": 9989.634992516721,
      "expected": 9991.135763039,
      "baseDeviance": 7807.923652781615,
      "featureDeviance": 7211.201614331803,
      "gain": 0.07642518869113502,
      "oe": 0.9717613923251122
    },
    {
      "feature": "no_car",
      "form": "categorical",
      "scenario": "length",
      "sample": "diagnostic_2025",
      "dimension": "region",
      "group": "London",
      "rows": 4992,
      "observed": 19860.0,
      "baseExpected": 22361.279468176202,
      "expected": 22355.73266232464,
      "baseDeviance": 13495.485907701335,
      "featureDeviance": 12396.910414690368,
      "gain": 0.08140318181385775,
      "oe": 0.8883627434617424
    },
    {
      "feature": "no_car",
      "form": "categorical",
      "scenario": "length",
      "sample": "diagnostic_2025",
      "dimension": "region",
      "group": "North East",
      "rows": 1682,
      "observed": 2764.0,
      "baseExpected": 3249.477481565189,
      "expected": 3247.515235405874,
      "baseDeviance": 2878.205596495428,
      "featureDeviance": 2808.5982244407587,
      "gain": 0.02418429459640581,
      "oe": 0.8511122503339251
    },
    {
      "feature": "no_car",
      "form": "categorical",
      "scenario": "length",
      "sample": "diagnostic_2025",
      "dimension": "region",
      "group": "North West",
      "rows": 4567,
      "observed": 9449.0,
      "baseExpected": 10153.779912164715,
      "expected": 10152.41965211807,
      "baseDeviance": 8366.25934619256,
      "featureDeviance": 8066.049040366714,
      "gain": 0.03588345679989846,
      "oe": 0.9307140882448336
    },
    {
      "feature": "no_car",
      "form": "categorical",
      "scenario": "length",
      "sample": "diagnostic_2025",
      "dimension": "region",
      "group": "South East",
      "rows": 5237,
      "observed": 14543.0,
      "baseExpected": 16098.347607103455,
      "expected": 16102.470225892033,
      "baseDeviance": 11659.874819162145,
      "featureDeviance": 10771.53383235696,
      "gain": 0.07618786655798937,
      "oe": 0.903153354484427
    },
    {
      "feature": "no_car",
      "form": "categorical",
      "scenario": "length",
      "sample": "diagnostic_2025",
      "dimension": "region",
      "group": "South West",
      "rows": 3406,
      "observed": 8809.0,
      "baseExpected": 9812.729022658377,
      "expected": 9627.210376094677,
      "baseDeviance": 6813.232871914974,
      "featureDeviance": 6284.516737216553,
      "gain": 0.0776013596831332,
      "oe": 0.9150106475156734
    },
    {
      "feature": "no_car",
      "form": "categorical",
      "scenario": "length",
      "sample": "diagnostic_2025",
      "dimension": "region",
      "group": "Wales",
      "rows": 1916,
      "observed": 2951.0,
      "baseExpected": 3306.3510407904046,
      "expected": 3307.8173441398226,
      "baseDeviance": 4118.279183350354,
      "featureDeviance": 3904.63128561681,
      "gain": 0.05187795392728445,
      "oe": 0.8921290666874441
    },
    {
      "feature": "no_car",
      "form": "categorical",
      "scenario": "length",
      "sample": "diagnostic_2025",
      "dimension": "region",
      "group": "West Midlands",
      "rows": 3574,
      "observed": 8774.0,
      "baseExpected": 8949.409824024304,
      "expected": 8894.474591553831,
      "baseDeviance": 7229.93777650283,
      "featureDeviance": 6572.717450409897,
      "gain": 0.09090262550099504,
      "oe": 0.9864551199383679
    },
    {
      "feature": "no_car",
      "form": "categorical",
      "scenario": "length",
      "sample": "diagnostic_2025",
      "dimension": "region",
      "group": "Yorkshire and The Humber",
      "rows": 2864,
      "observed": 7976.0,
      "baseExpected": 8547.930446076694,
      "expected": 8548.982489086862,
      "baseDeviance": 5949.875328954268,
      "featureDeviance": 5447.970611918374,
      "gain": 0.08435550146629844,
      "oe": 0.9329765279296924
    },
    {
      "feature": "no_car",
      "form": "categorical",
      "scenario": "length",
      "sample": "diagnostic_2025",
      "dimension": "urbanRural",
      "group": "Rural",
      "rows": 5999,
      "observed": 20915.0,
      "baseExpected": 21843.66100895357,
      "expected": 21798.379949467635,
      "baseDeviance": 13326.33322586201,
      "featureDeviance": 12828.90679928576,
      "gain": 0.037326578747926664,
      "oe": 0.9594749723825596
    },
    {
      "feature": "no_car",
      "form": "categorical",
      "scenario": "length",
      "sample": "diagnostic_2025",
      "dimension": "urbanRural",
      "group": "Urban",
      "rows": 28844,
      "observed": 71876.0,
      "baseExpected": 78469.62888837552,
      "expected": 78279.97100798023,
      "baseDeviance": 61382.39700365477,
      "featureDeviance": 56483.62214229333,
      "gain": 0.07980748717046293,
      "oe": 0.9181914489042493
    },
    {
      "feature": "no_car",
      "form": "categorical",
      "scenario": "length",
      "sample": "diagnostic_2025",
      "dimension": "betterObserved",
      "group": "False",
      "rows": 34462,
      "observed": 91626.0,
      "baseExpected": 98971.45288545931,
      "expected": 98727.57860408133,
      "baseDeviance": 74017.48973007196,
      "featureDeviance": 68677.47541878151,
      "gain": 0.07214530418100495,
      "oe": 0.9280689478614667
    },
    {
      "feature": "no_car",
      "form": "categorical",
      "scenario": "length",
      "sample": "diagnostic_2025",
      "dimension": "betterObserved",
      "group": "True",
      "rows": 381,
      "observed": 1165.0,
      "baseExpected": 1341.8370118697667,
      "expected": 1350.77235336655,
      "baseDeviance": 691.2404994448245,
      "featureDeviance": 635.0535227975963,
      "gain": 0.08128426602948646,
      "oe": 0.8624695324097011
    },
    {
      "feature": "no_car",
      "form": "categorical",
      "scenario": "length",
      "sample": "diagnostic_2025",
      "dimension": "band",
      "group": "D1",
      "rows": 3451,
      "observed": 11903.0,
      "baseExpected": 14783.96515466465,
      "expected": 12370.833305296226,
      "baseDeviance": 8683.093690512864,
      "featureDeviance": 7617.059285865498,
      "gain": 0.12277126593855747,
      "oe": 0.9621825552288433
    },
    {
      "feature": "no_car",
      "form": "categorical",
      "scenario": "length",
      "sample": "diagnostic_2025",
      "dimension": "band",
      "group": "D2",
      "rows": 3477,
      "observed": 9913.0,
      "baseExpected": 11263.672170779064,
      "expected": 10179.663635461084,
      "baseDeviance": 7708.912302392659,
      "featureDeviance": 6965.864941947364,
      "gain": 0.09638809358548162,
      "oe": 0.9738042783130717
    },
    {
      "feature": "no_car",
      "form": "categorical",
      "scenario": "length",
      "sample": "diagnostic_2025",
      "dimension": "band",
      "group": "D3",
      "rows": 3494,
      "observed": 7306.0,
      "baseExpected": 8754.791945595985,
      "expected": 7960.079834240517,
      "baseDeviance": 7043.7467093280375,
      "featureDeviance": 6357.366586026927,
      "gain": 0.09744531591292704,
      "oe": 0.9178299906708255
    },
    {
      "feature": "no_car",
      "form": "categorical",
      "scenario": "length",
      "sample": "diagnostic_2025",
      "dimension": "band",
      "group": "D4",
      "rows": 3486,
      "observed": 6586.0,
      "baseExpected": 7939.12721369885,
      "expected": 7029.052747438916,
      "baseDeviance": 6619.835316108018,
      "featureDeviance": 6087.280987075303,
      "gain": 0.08044827455705017,
      "oe": 0.936968356426071
    },
    {
      "feature": "no_car",
      "form": "categorical",
      "scenario": "length",
      "sample": "diagnostic_2025",
      "dimension": "band",
      "group": "D5",
      "rows": 3486,
      "observed": 6675.0,
      "baseExpected": 7908.521640721329,
      "expected": 7377.856803705832,
      "baseDeviance": 6806.912330692823,
      "featureDeviance": 6351.015430240581,
      "gain": 0.06697557986703795,
      "oe": 0.9047342849819485
    },
    {
      "feature": "no_car",
      "form": "categorical",
      "scenario": "length",
      "sample": "diagnostic_2025",
      "dimension": "band",
      "group": "D6",
      "rows": 3493,
      "observed": 6865.0,
      "baseExpected": 7640.248532103849,
      "expected": 7346.980339540874,
      "baseDeviance": 6453.697072411108,
      "featureDeviance": 6097.857725736138,
      "gain": 0.05513728684231978,
      "oe": 0.9343974915861836
    },
    {
      "feature": "no_car",
      "form": "categorical",
      "scenario": "length",
      "sample": "diagnostic_2025",
      "dimension": "band",
      "group": "D7",
      "rows": 3473,
      "observed": 7608.0,
      "baseExpected": 8166.083803435028,
      "expected": 8481.472804637073,
      "baseDeviance": 6887.403844298001,
      "featureDeviance": 6614.406474417265,
      "gain": 0.03963719509590646,
      "oe": 0.8970140181125713
    },
    {
      "feature": "no_car",
      "form": "categorical",
      "scenario": "length",
      "sample": "diagnostic_2025",
      "dimension": "band",
      "group": "D8",
      "rows": 3480,
      "observed": 8303.0,
      "baseExpected": 8472.173358736769,
      "expected": 9111.11029851509,
      "baseDeviance": 6870.957583107116,
      "featureDeviance": 6571.47505365156,
      "gain": 0.04358672366015781,
      "oe": 0.9113049593256713
    },
    {
      "feature": "no_car",
      "form": "categorical",
      "scenario": "length",
      "sample": "diagnostic_2025",
      "dimension": "band",
      "group": "D9",
      "rows": 3485,
      "observed": 10316.0,
      "baseExpected": 9806.819192028326,
      "expected": 10865.675333329807,
      "baseDeviance": 7600.6648841845,
      "featureDeviance": 7221.318524964192,
      "gain": 0.04990962830234147,
      "oe": 0.9494117653558347
    },
    {
      "feature": "no_car",
      "form": "categorical",
      "scenario": "length",
      "sample": "diagnostic_2025",
      "dimension": "band",
      "group": "D10",
      "rows": 3518,
      "observed": 17316.0,
      "baseExpected": 15577.886885565236,
      "expected": 19355.625855282466,
      "baseDeviance": 10033.506496481652,
      "featureDeviance": 9428.883931654267,
      "gain": 0.06026034517836831,
      "oe": 0.89462361638253
    },
    {
      "feature": "no_car",
      "form": "categorical",
      "scenario": "counted_routes",
      "sample": "temporal_2023",
      "dimension": "year",
      "group": "2023",
      "rows": 5098,
      "observed": 6032.0,
      "baseExpected": 6243.812676283444,
      "expected": 6281.578293409392,
      "baseDeviance": 9233.014031350176,
      "featureDeviance": 9024.080601786478,
      "gain": 0.022628951808616016,
      "oe": 0.960268218948851
    },
    {
      "feature": "no_car",
      "form": "categorical",
      "scenario": "counted_routes",
      "sample": "temporal_2023",
      "dimension": "region",
      "group": "East Midlands",
      "rows": 461,
      "observed": 400.0,
      "baseExpected": 450.0160156380736,
      "expected": 443.71834033948335,
      "baseDeviance": 703.7669675929156,
      "featureDeviance": 691.1244695449143,
      "gain": 0.0179640401299912,
      "oe": 0.9014727669222891
    },
    {
      "feature": "no_car",
      "form": "categorical",
      "scenario": "counted_routes",
      "sample": "temporal_2023",
      "dimension": "region",
      "group": "East of England",
      "rows": 505,
      "observed": 410.0,
      "baseExpected": 437.07822036160155,
      "expected": 444.47558554934903,
      "baseDeviance": 725.8962298363866,
      "featureDeviance": 724.3367385376455,
      "gain": 0.0021483667150229424,
      "oe": 0.9224353672727851
    },
    {
      "feature": "no_car",
      "form": "categorical",
      "scenario": "counted_routes",
      "sample": "temporal_2023",
      "dimension": "region",
      "group": "London",
      "rows": 1077,
      "observed": 2483.0,
      "baseExpected": 2568.781954799574,
      "expected": 2629.3021570825094,
      "baseDeviance": 3215.767425877888,
      "featureDeviance": 3062.1788090756386,
      "gain": 0.047761108457748724,
      "oe": 0.9443570391145736
    },
    {
      "feature": "no_car",
      "form": "categorical",
      "scenario": "counted_routes",
      "sample": "temporal_2023",
      "dimension": "region",
      "group": "North East",
      "rows": 299,
      "observed": 170.0,
      "baseExpected": 166.5849642681431,
      "expected": 163.46934796541515,
      "baseDeviance": 381.76738699661877,
      "featureDeviance": 378.2003053402424,
      "gain": 0.00934359973605603,
      "oe": 1.0399503155537546
    },
    {
      "feature": "no_car",
      "form": "categorical",
      "scenario": "counted_routes",
      "sample": "temporal_2023",
      "dimension": "region",
      "group": "North West",
      "rows": 638,
      "observed": 454.0,
      "baseExpected": 443.4835683530956,
      "expected": 432.2216549255942,
      "baseDeviance": 842.6669184194824,
      "featureDeviance": 854.4340785976774,
      "gain": -0.013964189077536826,
      "oe": 1.0503869827580825
    },
    {
      "feature": "no_car",
      "form": "categorical",
      "scenario": "counted_routes",
      "sample": "temporal_2023",
      "dimension": "region",
      "group": "South East",
      "rows": 814,
      "observed": 983.0,
      "baseExpected": 1019.2179618062844,
      "expected": 1016.9788493080789,
      "baseDeviance": 1355.9773381804796,
      "featureDeviance": 1335.1174895764325,
      "gain": 0.015383626272130746,
      "oe": 0.9665884405253884
    },
    {
      "feature": "no_car",
      "form": "categorical",
      "scenario": "counted_routes",
      "sample": "temporal_2023",
      "dimension": "region",
      "group": "South West",
      "rows": 332,
      "observed": 325.0,
      "baseExpected": 362.9271523704084,
      "expected": 357.7559282059606,
      "baseDeviance": 483.36157500530834,
      "featureDeviance": 484.0439083461833,
      "gain": -0.0014116416698357614,
      "oe": 0.9084405718439893
    },
    {
      "feature": "no_car",
      "form": "categorical",
      "scenario": "counted_routes",
      "sample": "temporal_2023",
      "dimension": "region",
      "group": "Wales",
      "rows": 232,
      "observed": 129.0,
      "baseExpected": 122.0502214089931,
      "expected": 117.04658112077752,
      "baseDeviance": 287.19095054502657,
      "featureDeviance": 280.9630263024569,
      "gain": 0.02168565628809127,
      "oe": 1.1021253142532035
    },
    {
      "feature": "no_car",
      "form": "categorical",
      "scenario": "counted_routes",
      "sample": "temporal_2023",
      "dimension": "region",
      "group": "West Midlands",
      "rows": 315,
      "observed": 243.0,
      "baseExpected": 309.23050634468996,
      "expected": 310.7113771534391,
      "baseDeviance": 504.1621995362237,
      "featureDeviance": 495.5109402181352,
      "gain": 0.017159674656383905,
      "oe": 0.782076286443798
    },
    {
      "feature": "no_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": 365.89847175878515,
      "baseDeviance": 732.4570393598474,
      "featureDeviance": 718.1708362471503,
      "gain": 0.019504492884910962,
      "oe": 1.188854377852579
    },
    {
      "feature": "no_car",
      "form": "categorical",
      "scenario": "counted_routes",
      "sample": "temporal_2023",
      "dimension": "urbanRural",
      "group": "Rural",
      "rows": 1132,
      "observed": 1339.0,
      "baseExpected": 1392.251595334022,
      "expected": 1389.9640427680356,
      "baseDeviance": 1819.8566427061096,
      "featureDeviance": 1795.9601803314413,
      "gain": 0.013130958677676108,
      "oe": 0.963334272542372
    },
    {
      "feature": "no_car",
      "form": "categorical",
      "scenario": "counted_routes",
      "sample": "temporal_2023",
      "dimension": "urbanRural",
      "group": "Urban",
      "rows": 3966,
      "observed": 4693.0,
      "baseExpected": 4851.561080949421,
      "expected": 4891.614250641357,
      "baseDeviance": 7413.157388644067,
      "featureDeviance": 7228.120421455036,
      "gain": 0.024960614956385796,
      "oe": 0.9593969923905353
    },
    {
      "feature": "no_car",
      "form": "categorical",
      "scenario": "counted_routes",
      "sample": "temporal_2023",
      "dimension": "betterObserved",
      "group": "False",
      "rows": 4740,
      "observed": 5358.0,
      "baseExpected": 5603.435496996176,
      "expected": 5634.212269425609,
      "baseDeviance": 8487.061533011136,
      "featureDeviance": 8322.307556439737,
      "gain": 0.019412369750186786,
      "oe": 0.950975885142899
    },
    {
      "feature": "no_car",
      "form": "categorical",
      "scenario": "counted_routes",
      "sample": "temporal_2023",
      "dimension": "betterObserved",
      "group": "True",
      "rows": 358,
      "observed": 674.0,
      "baseExpected": 640.3771792872681,
      "expected": 647.3660239837837,
      "baseDeviance": 745.9524983390412,
      "featureDeviance": 701.7730453467397,
      "gain": 0.05922555804916907,
      "oe": 1.0411420665117936
    },
    {
      "feature": "no_car",
      "form": "categorical",
      "scenario": "counted_routes",
      "sample": "temporal_2023",
      "dimension": "band",
      "group": "D1",
      "rows": 657,
      "observed": 748.0,
      "baseExpected": 873.3247768135564,
      "expected": 792.479391396054,
      "baseDeviance": 1002.3738680524509,
      "featureDeviance": 977.444077057643,
      "gain": 0.024870751113299616,
      "oe": 0.943873125435227
    },
    {
      "feature": "no_car",
      "form": "categorical",
      "scenario": "counted_routes",
      "sample": "temporal_2023",
      "dimension": "band",
      "group": "D2",
      "rows": 588,
      "observed": 641.0,
      "baseExpected": 723.3303316386284,
      "expected": 665.0129913357939,
      "baseDeviance": 911.2965077467766,
      "featureDeviance": 892.0228075163377,
      "gain": 0.021149757588881823,
      "oe": 0.9638909440136505
    },
    {
      "feature": "no_car",
      "form": "categorical",
      "scenario": "counted_routes",
      "sample": "temporal_2023",
      "dimension": "band",
      "group": "D3",
      "rows": 503,
      "observed": 425.0,
      "baseExpected": 470.1806186179366,
      "expected": 493.8473405076156,
      "baseDeviance": 773.9559926048562,
      "featureDeviance": 765.9316886913954,
      "gain": 0.010367907206783045,
      "oe": 0.8605898324027647
    },
    {
      "feature": "no_car",
      "form": "categorical",
      "scenario": "counted_routes",
      "sample": "temporal_2023",
      "dimension": "band",
      "group": "D4",
      "rows": 445,
      "observed": 367.0,
      "baseExpected": 426.03892489181374,
      "expected": 399.5956176823415,
      "baseDeviance": 573.4017416482092,
      "featureDeviance": 566.4065614376821,
      "gain": 0.012199440117534155,
      "oe": 0.9184284906040852
    },
    {
      "feature": "no_car",
      "form": "categorical",
      "scenario": "counted_routes",
      "sample": "temporal_2023",
      "dimension": "band",
      "group": "D5",
      "rows": 476,
      "observed": 383.0,
      "baseExpected": 431.3048440681778,
      "expected": 382.33565629468967,
      "baseDeviance": 653.9438370128157,
      "featureDeviance": 632.4042074070564,
      "gain": 0.032938042055952854,
      "oe": 1.0017375928568857
    },
    {
      "feature": "no_car",
      "form": "categorical",
      "scenario": "counted_routes",
      "sample": "temporal_2023",
      "dimension": "band",
      "group": "D6",
      "rows": 417,
      "observed": 292.0,
      "baseExpected": 368.1272501958226,
      "expected": 366.83088498231325,
      "baseDeviance": 601.4657955784136,
      "featureDeviance": 601.9789885788869,
      "gain": -0.0008532372152263434,
      "oe": 0.7960071301359447
    },
    {
      "feature": "no_car",
      "form": "categorical",
      "scenario": "counted_routes",
      "sample": "temporal_2023",
      "dimension": "band",
      "group": "D7",
      "rows": 414,
      "observed": 424.0,
      "baseExpected": 413.09138888019476,
      "expected": 399.86146264243615,
      "baseDeviance": 794.6594774432467,
      "featureDeviance": 798.5416939449748,
      "gain": -0.004885383754836381,
      "oe": 1.0603672511925686
    },
    {
      "feature": "no_car",
      "form": "categorical",
      "scenario": "counted_routes",
      "sample": "temporal_2023",
      "dimension": "band",
      "group": "D8",
      "rows": 390,
      "observed": 370.0,
      "baseExpected": 390.6916250417439,
      "expected": 376.2857719630458,
      "baseDeviance": 602.8359420547106,
      "featureDeviance": 594.7902893716125,
      "gain": 0.013346338733014496,
      "oe": 0.9832952175410365
    },
    {
      "feature": "no_car",
      "form": "categorical",
      "scenario": "counted_routes",
      "sample": "temporal_2023",
      "dimension": "band",
      "group": "D9",
      "rows": 418,
      "observed": 561.0,
      "baseExpected": 573.7086795901442,
      "expected": 498.83983638046163,
      "baseDeviance": 926.8725507415431,
      "featureDeviance": 930.0398105531592,
      "gain": -0.0034171470598434173,
      "oe": 1.1246094619679277
    },
    {
      "feature": "no_car",
      "form": "categorical",
      "scenario": "counted_routes",
      "sample": "temporal_2023",
      "dimension": "band",
      "group": "D10",
      "rows": 790,
      "observed": 1821.0,
      "baseExpected": 1574.0142365454258,
      "expected": 1906.4893402246407,
      "baseDeviance": 2392.208318467154,
      "featureDeviance": 2264.5204772277293,
      "gain": 0.05337655598540969,
      "oe": 0.9551587630620754
    },
    {
      "feature": "no_car",
      "form": "categorical",
      "scenario": "counted_routes",
      "sample": "diagnostic_2024",
      "dimension": "year",
      "group": "2024",
      "rows": 6430,
      "observed": 6863.0,
      "baseExpected": 6644.032760936374,
      "expected": 6616.150154910798,
      "baseDeviance": 10665.127727495616,
      "featureDeviance": 10538.910481832785,
      "gain": 0.011834574220562888,
      "oe": 1.0373101938906237
    },
    {
      "feature": "no_car",
      "form": "categorical",
      "scenario": "counted_routes",
      "sample": "diagnostic_2024",
      "dimension": "region",
      "group": "East Midlands",
      "rows": 527,
      "observed": 548.0,
      "baseExpected": 466.3926070494613,
      "expected": 465.2842097638605,
      "baseDeviance": 852.0902715929092,
      "featureDeviance": 823.6908836383012,
      "gain": 0.033329083667998916,
      "oe": 1.1777747632530216
    },
    {
      "feature": "no_car",
      "form": "categorical",
      "scenario": "counted_routes",
      "sample": "diagnostic_2024",
      "dimension": "region",
      "group": "East of England",
      "rows": 617,
      "observed": 535.0,
      "baseExpected": 509.14032938870355,
      "expected": 505.74401424736936,
      "baseDeviance": 852.2383594125437,
      "featureDeviance": 865.153330848908,
      "gain": -0.015154177576877315,
      "oe": 1.057847418710765
    },
    {
      "feature": "no_car",
      "form": "categorical",
      "scenario": "counted_routes",
      "sample": "diagnostic_2024",
      "dimension": "region",
      "group": "London",
      "rows": 1145,
      "observed": 2351.0,
      "baseExpected": 2360.7556103681354,
      "expected": 2374.2872922371052,
      "baseDeviance": 3143.301549497741,
      "featureDeviance": 3040.3605133937754,
      "gain": 0.03274933520788481,
      "oe": 0.9901918810275215
    },
    {
      "feature": "no_car",
      "form": "categorical",
      "scenario": "counted_routes",
      "sample": "diagnostic_2024",
      "dimension": "region",
      "group": "North East",
      "rows": 295,
      "observed": 183.0,
      "baseExpected": 178.7788258428721,
      "expected": 180.06511146618345,
      "baseDeviance": 341.95902523090103,
      "featureDeviance": 353.2406252481095,
      "gain": -0.03299108719119426,
      "oe": 1.0162990404410892
    },
    {
      "feature": "no_car",
      "form": "categorical",
      "scenario": "counted_routes",
      "sample": "diagnostic_2024",
      "dimension": "region",
      "group": "North West",
      "rows": 924,
      "observed": 636.0,
      "baseExpected": 587.3003073097831,
      "expected": 564.3349679815005,
      "baseDeviance": 1057.7073439399614,
      "featureDeviance": 1064.4828849858195,
      "gain": -0.006405875013232976,
      "oe": 1.1269902382176125
    },
    {
      "feature": "no_car",
      "form": "categorical",
      "scenario": "counted_routes",
      "sample": "diagnostic_2024",
      "dimension": "region",
      "group": "South East",
      "rows": 948,
      "observed": 1007.0,
      "baseExpected": 1048.094318940346,
      "expected": 1059.9153884123766,
      "baseDeviance": 1645.563805909849,
      "featureDeviance": 1623.8541469519741,
      "gain": 0.013192839366001574,
      "oe": 0.9500758371933468
    },
    {
      "feature": "no_car",
      "form": "categorical",
      "scenario": "counted_routes",
      "sample": "diagnostic_2024",
      "dimension": "region",
      "group": "South West",
      "rows": 517,
      "observed": 484.0,
      "baseExpected": 445.7964278975862,
      "expected": 433.4847885332962,
      "baseDeviance": 710.3832314510425,
      "featureDeviance": 721.6020206245821,
      "gain": -0.01579258726395305,
      "oe": 1.1165328352988417
    },
    {
      "feature": "no_car",
      "form": "categorical",
      "scenario": "counted_routes",
      "sample": "diagnostic_2024",
      "dimension": "region",
      "group": "Wales",
      "rows": 281,
      "observed": 128.0,
      "baseExpected": 123.84125201743659,
      "expected": 127.52919378243138,
      "baseDeviance": 326.1708325028597,
      "featureDeviance": 331.5602058486583,
      "gain": -0.016523161511541318,
      "oe": 1.0036917524811757
    },
    {
      "feature": "no_car",
      "form": "categorical",
      "scenario": "counted_routes",
      "sample": "diagnostic_2024",
      "dimension": "region",
      "group": "West Midlands",
      "rows": 651,
      "observed": 478.0,
      "baseExpected": 495.35462109594005,
      "expected": 489.431600633672,
      "baseDeviance": 846.3199642072373,
      "featureDeviance": 824.8291908484141,
      "gain": 0.02539320146955759,
      "oe": 0.9766431088248666
    },
    {
      "feature": "no_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": 416.07358785300266,
      "baseDeviance": 889.3933437505699,
      "featureDeviance": 890.136679444244,
      "gain": -0.0008357783413799336,
      "oe": 1.2329549747369235
    },
    {
      "feature": "no_car",
      "form": "categorical",
      "scenario": "counted_routes",
      "sample": "diagnostic_2024",
      "dimension": "urbanRural",
      "group": "Rural",
      "rows": 1366,
      "observed": 1638.0,
      "baseExpected": 1638.9476911991749,
      "expected": 1633.9932962458456,
      "baseDeviance": 2188.630923629582,
      "featureDeviance": 2146.624118235324,
      "gain": 0.019193188280733242,
      "oe": 1.002452093140994
    },
    {
      "feature": "no_car",
      "form": "categorical",
      "scenario": "counted_routes",
      "sample": "diagnostic_2024",
      "dimension": "urbanRural",
      "group": "Urban",
      "rows": 5064,
      "observed": 5225.0,
      "baseExpected": 5005.085069737199,
      "expected": 4982.156858664953,
      "baseDeviance": 8476.496803866032,
      "featureDeviance": 8392.28636359746,
      "gain": 0.009934580548672356,
      "oe": 1.0487425723886423
    },
    {
      "feature": "no_car",
      "form": "categorical",
      "scenario": "counted_routes",
      "sample": "diagnostic_2024",
      "dimension": "betterObserved",
      "group": "False",
      "rows": 5998,
      "observed": 6139.0,
      "baseExpected": 5938.056027751432,
      "expected": 5919.998998145906,
      "baseDeviance": 9915.968798731392,
      "featureDeviance": 9821.810837413977,
      "gain": 0.009495588704298896,
      "oe": 1.036993418735828
    },
    {
      "feature": "no_car",
      "form": "categorical",
      "scenario": "counted_routes",
      "sample": "diagnostic_2024",
      "dimension": "betterObserved",
      "group": "True",
      "rows": 432,
      "observed": 724.0,
      "baseExpected": 705.9767331849425,
      "expected": 696.1511567648924,
      "baseDeviance": 749.1589287642223,
      "featureDeviance": 717.0996444188091,
      "gain": 0.04279370253024506,
      "oe": 1.0400040177545993
    },
    {
      "feature": "no_car",
      "form": "categorical",
      "scenario": "counted_routes",
      "sample": "diagnostic_2024",
      "dimension": "band",
      "group": "D1",
      "rows": 785,
      "observed": 874.0,
      "baseExpected": 983.6930641161048,
      "expected": 907.4634217467752,
      "baseDeviance": 1218.3825703289888,
      "featureDeviance": 1199.035938968233,
      "gain": 0.015878946261954296,
      "oe": 0.9631242197262766
    },
    {
      "feature": "no_car",
      "form": "categorical",
      "scenario": "counted_routes",
      "sample": "diagnostic_2024",
      "dimension": "band",
      "group": "D2",
      "rows": 742,
      "observed": 826.0,
      "baseExpected": 791.5724278250233,
      "expected": 742.5134507810583,
      "baseDeviance": 1121.1320735828594,
      "featureDeviance": 1107.809072256592,
      "gain": 0.011883525268963635,
      "oe": 1.1124377600582471
    },
    {
      "feature": "no_car",
      "form": "categorical",
      "scenario": "counted_routes",
      "sample": "diagnostic_2024",
      "dimension": "band",
      "group": "D3",
      "rows": 595,
      "observed": 484.0,
      "baseExpected": 493.921137094683,
      "expected": 504.08978730460603,
      "baseDeviance": 878.4330059309495,
      "featureDeviance": 855.644021051419,
      "gain": 0.025942769369622143,
      "oe": 0.9601464107971178
    },
    {
      "feature": "no_car",
      "form": "categorical",
      "scenario": "counted_routes",
      "sample": "diagnostic_2024",
      "dimension": "band",
      "group": "D4",
      "rows": 561,
      "observed": 404.0,
      "baseExpected": 434.501145375221,
      "expected": 399.03680204096133,
      "baseDeviance": 796.56996970147,
      "featureDeviance": 775.6710265965262,
      "gain": 0.026236167442737046,
      "oe": 1.0124379454066725
    },
    {
      "feature": "no_car",
      "form": "categorical",
      "scenario": "counted_routes",
      "sample": "diagnostic_2024",
      "dimension": "band",
      "group": "D5",
      "rows": 582,
      "observed": 452.0,
      "baseExpected": 471.84334062161633,
      "expected": 427.0221106279842,
      "baseDeviance": 807.0659654641233,
      "featureDeviance": 794.6656878134754,
      "gain": 0.015364639547793102,
      "oe": 1.058493199181848
    },
    {
      "feature": "no_car",
      "form": "categorical",
      "scenario": "counted_routes",
      "sample": "diagnostic_2024",
      "dimension": "band",
      "group": "D6",
      "rows": 547,
      "observed": 368.0,
      "baseExpected": 389.53049057219573,
      "expected": 344.9580196674457,
      "baseDeviance": 763.5873480079694,
      "featureDeviance": 772.0817168890366,
      "gain": -0.011124292333060781,
      "oe": 1.0667964767271327
    },
    {
      "feature": "no_car",
      "form": "categorical",
      "scenario": "counted_routes",
      "sample": "diagnostic_2024",
      "dimension": "band",
      "group": "D7",
      "rows": 572,
      "observed": 489.0,
      "baseExpected": 433.1474728343628,
      "expected": 439.69763141495594,
      "baseDeviance": 835.225163289765,
      "featureDeviance": 843.9481796341547,
      "gain": -0.01044390989135402,
      "oe": 1.1121278921298439
    },
    {
      "feature": "no_car",
      "form": "categorical",
      "scenario": "counted_routes",
      "sample": "diagnostic_2024",
      "dimension": "band",
      "group": "D8",
      "rows": 557,
      "observed": 526.0,
      "baseExpected": 461.899040016423,
      "expected": 435.60616111909667,
      "baseDeviance": 898.1800299211327,
      "featureDeviance": 896.5125194889598,
      "gain": 0.001856543651186815,
      "oe": 1.2075127648531796
    },
    {
      "feature": "no_car",
      "form": "categorical",
      "scenario": "counted_routes",
      "sample": "diagnostic_2024",
      "dimension": "band",
      "group": "D9",
      "rows": 613,
      "observed": 765.0,
      "baseExpected": 668.5184138181485,
      "expected": 605.2897455376198,
      "baseDeviance": 1349.459300747578,
      "featureDeviance": 1356.129770220923,
      "gain": -0.0049430682864237685,
      "oe": 1.2638575254905817
    },
    {
      "feature": "no_car",
      "form": "categorical",
      "scenario": "counted_routes",
      "sample": "diagnostic_2024",
      "dimension": "band",
      "group": "D10",
      "rows": 876,
      "observed": 1675.0,
      "baseExpected": 1515.4062286625963,
      "expected": 1810.4730246702954,
      "baseDeviance": 1997.0923005207785,
      "featureDeviance": 1937.412548913467,
      "gain": 0.02988332166307439,
      "oe": 0.925172580411704
    },
    {
      "feature": "no_car",
      "form": "categorical",
      "scenario": "counted_routes",
      "sample": "diagnostic_2025",
      "dimension": "year",
      "group": "2025",
      "rows": 6060,
      "observed": 6133.0,
      "baseExpected": 6520.340102433249,
      "expected": 6444.98887388654,
      "baseDeviance": 9570.44385319353,
      "featureDeviance": 9384.21550258868,
      "gain": 0.01945869527699151,
      "oe": 0.9515920228891876
    },
    {
      "feature": "no_car",
      "form": "categorical",
      "scenario": "counted_routes",
      "sample": "diagnostic_2025",
      "dimension": "region",
      "group": "East Midlands",
      "rows": 549,
      "observed": 477.0,
      "baseExpected": 466.72154658385466,
      "expected": 462.99689905526316,
      "baseDeviance": 886.2021188783056,
      "featureDeviance": 858.3042576274019,
      "gain": 0.03148024661260673,
      "oe": 1.0302444810609097
    },
    {
      "feature": "no_car",
      "form": "categorical",
      "scenario": "counted_routes",
      "sample": "diagnostic_2025",
      "dimension": "region",
      "group": "East of England",
      "rows": 545,
      "observed": 442.0,
      "baseExpected": 451.1704106160631,
      "expected": 452.0388649702139,
      "baseDeviance": 800.1405102604808,
      "featureDeviance": 794.0485993593948,
      "gain": 0.007613551398744756,
      "oe": 0.9777920312872315
    },
    {
      "feature": "no_car",
      "form": "categorical",
      "scenario": "counted_routes",
      "sample": "diagnostic_2025",
      "dimension": "region",
      "group": "London",
      "rows": 1112,
      "observed": 2153.0,
      "baseExpected": 2383.9212719865386,
      "expected": 2378.459867868311,
      "baseDeviance": 2698.3336652424045,
      "featureDeviance": 2596.649799168523,
      "gain": 0.03768394820243515,
      "oe": 0.9052076215730397
    },
    {
      "feature": "no_car",
      "form": "categorical",
      "scenario": "counted_routes",
      "sample": "diagnostic_2025",
      "dimension": "region",
      "group": "North East",
      "rows": 221,
      "observed": 105.0,
      "baseExpected": 120.11983020307531,
      "expected": 110.06850564881202,
      "baseDeviance": 264.94725979117953,
      "featureDeviance": 263.86174262502465,
      "gain": 0.004097106597782729,
      "oe": 0.9539513540323356
    },
    {
      "feature": "no_car",
      "form": "categorical",
      "scenario": "counted_routes",
      "sample": "diagnostic_2025",
      "dimension": "region",
      "group": "North West",
      "rows": 996,
      "observed": 648.0,
      "baseExpected": 624.6835015987541,
      "expected": 604.6826382182458,
      "baseDeviance": 1256.706303699892,
      "featureDeviance": 1237.6148120697696,
      "gain": 0.015191689238698625,
      "oe": 1.0716365231014287
    },
    {
      "feature": "no_car",
      "form": "categorical",
      "scenario": "counted_routes",
      "sample": "diagnostic_2025",
      "dimension": "region",
      "group": "South East",
      "rows": 860,
      "observed": 953.0,
      "baseExpected": 1004.8149662209278,
      "expected": 995.5360523956018,
      "baseDeviance": 1393.704997113381,
      "featureDeviance": 1380.7229581633587,
      "gain": 0.009314768173257937,
      "oe": 0.957273217485951
    },
    {
      "feature": "no_car",
      "form": "categorical",
      "scenario": "counted_routes",
      "sample": "diagnostic_2025",
      "dimension": "region",
      "group": "South West",
      "rows": 520,
      "observed": 423.0,
      "baseExpected": 508.95293310859125,
      "expected": 497.67174981065136,
      "baseDeviance": 666.423779848708,
      "featureDeviance": 662.7105520115413,
      "gain": 0.005571871757051872,
      "oe": 0.8499578289523936
    },
    {
      "feature": "no_car",
      "form": "categorical",
      "scenario": "counted_routes",
      "sample": "diagnostic_2025",
      "dimension": "region",
      "group": "Wales",
      "rows": 202,
      "observed": 113.0,
      "baseExpected": 102.56285682428084,
      "expected": 102.22420409976607,
      "baseDeviance": 259.764662663292,
      "featureDeviance": 261.38145328494835,
      "gain": -0.006224059135218285,
      "oe": 1.1054133509292696
    },
    {
      "feature": "no_car",
      "form": "categorical",
      "scenario": "counted_routes",
      "sample": "diagnostic_2025",
      "dimension": "region",
      "group": "West Midlands",
      "rows": 635,
      "observed": 486.0,
      "baseExpected": 497.55360685034,
      "expected": 491.96748610651053,
      "baseDeviance": 814.8771914380291,
      "featureDeviance": 796.1624095864977,
      "gain": 0.022966383214757857,
      "oe": 0.9878701615959665
    },
    {
      "feature": "no_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": 349.34260571316474,
      "baseDeviance": 529.343364257858,
      "featureDeviance": 532.7589186922202,
      "gain": -0.006452436480715695,
      "oe": 0.9532189734492815
    },
    {
      "feature": "no_car",
      "form": "categorical",
      "scenario": "counted_routes",
      "sample": "diagnostic_2025",
      "dimension": "urbanRural",
      "group": "Rural",
      "rows": 1051,
      "observed": 1263.0,
      "baseExpected": 1467.3145345778942,
      "expected": 1453.411299380375,
      "baseDeviance": 1755.9285516245975,
      "featureDeviance": 1729.1407580106797,
      "gain": 0.015255628475961291,
      "oe": 0.86899007909079
    },
    {
      "feature": "no_car",
      "form": "categorical",
      "scenario": "counted_routes",
      "sample": "diagnostic_2025",
      "dimension": "urbanRural",
      "group": "Urban",
      "rows": 5009,
      "observed": 4870.0,
      "baseExpected": 5053.025567855355,
      "expected": 4991.577574506166,
      "baseDeviance": 7814.515301568934,
      "featureDeviance": 7655.074744578001,
      "gain": 0.02040312813245393,
      "oe": 0.9756434568647981
    },
    {
      "feature": "no_car",
      "form": "categorical",
      "scenario": "counted_routes",
      "sample": "diagnostic_2025",
      "dimension": "betterObserved",
      "group": "False",
      "rows": 5679,
      "observed": 5577.0,
      "baseExpected": 5940.504438667231,
      "expected": 5868.64075019229,
      "baseDeviance": 8944.984461192063,
      "featureDeviance": 8794.068675350507,
      "gain": 0.016871553717762944,
      "oe": 0.9503052303580289
    },
    {
      "feature": "no_car",
      "form": "categorical",
      "scenario": "counted_routes",
      "sample": "diagnostic_2025",
      "dimension": "betterObserved",
      "group": "True",
      "rows": 381,
      "observed": 556.0,
      "baseExpected": 579.8356637660173,
      "expected": 576.3481236942503,
      "baseDeviance": 625.4593920014668,
      "featureDeviance": 590.1468272381744,
      "gain": 0.05645860501077826,
      "oe": 0.9646947342105952
    },
    {
      "feature": "no_car",
      "form": "categorical",
      "scenario": "counted_routes",
      "sample": "diagnostic_2025",
      "dimension": "band",
      "group": "D1",
      "rows": 671,
      "observed": 775.0,
      "baseExpected": 955.3178194298844,
      "expected": 878.4880832848413,
      "baseDeviance": 1121.973105863215,
      "featureDeviance": 1093.636535917002,
      "gain": 0.025256015316349023,
      "oe": 0.8821975104114346
    },
    {
      "feature": "no_car",
      "form": "categorical",
      "scenario": "counted_routes",
      "sample": "diagnostic_2025",
      "dimension": "band",
      "group": "D2",
      "rows": 636,
      "observed": 674.0,
      "baseExpected": 746.6664506979278,
      "expected": 695.1597633207741,
      "baseDeviance": 955.0242404269216,
      "featureDeviance": 928.3978348162448,
      "gain": 0.02788034531853778,
      "oe": 0.9695612944861853
    },
    {
      "feature": "no_car",
      "form": "categorical",
      "scenario": "counted_routes",
      "sample": "diagnostic_2025",
      "dimension": "band",
      "group": "D3",
      "rows": 590,
      "observed": 426.0,
      "baseExpected": 483.843507964255,
      "expected": 485.51428203241784,
      "baseDeviance": 836.5813561379791,
      "featureDeviance": 831.962142042993,
      "gain": 0.0055215360240759015,
      "oe": 0.8774201208185178
    },
    {
      "feature": "no_car",
      "form": "categorical",
      "scenario": "counted_routes",
      "sample": "diagnostic_2025",
      "dimension": "band",
      "group": "D4",
      "rows": 518,
      "observed": 423.0,
      "baseExpected": 446.5905752584154,
      "expected": 411.3432027002544,
      "baseDeviance": 736.1802018262482,
      "featureDeviance": 728.637459485567,
      "gain": 0.010245782652086977,
      "oe": 1.0283383734633873
    },
    {
      "feature": "no_car",
      "form": "categorical",
      "scenario": "counted_routes",
      "sample": "diagnostic_2025",
      "dimension": "band",
      "group": "D5",
      "rows": 567,
      "observed": 360.0,
      "baseExpected": 462.2867426998395,
      "expected": 413.3717841662199,
      "baseDeviance": 685.7738470072047,
      "featureDeviance": 650.3988582070847,
      "gain": 0.051584044732094325,
      "oe": 0.870886726645187
    },
    {
      "feature": "no_car",
      "form": "categorical",
      "scenario": "counted_routes",
      "sample": "diagnostic_2025",
      "dimension": "band",
      "group": "D6",
      "rows": 540,
      "observed": 370.0,
      "baseExpected": 394.4831327556146,
      "expected": 351.94918454496695,
      "baseDeviance": 741.7631521827224,
      "featureDeviance": 729.8203467163157,
      "gain": 0.016100564487820157,
      "oe": 1.0512881297860395
    },
    {
      "feature": "no_car",
      "form": "categorical",
      "scenario": "counted_routes",
      "sample": "diagnostic_2025",
      "dimension": "band",
      "group": "D7",
      "rows": 562,
      "observed": 470.0,
      "baseExpected": 451.0663787144637,
      "expected": 449.30516144562546,
      "baseDeviance": 840.8516391287753,
      "featureDeviance": 838.7110363985024,
      "gain": 0.002545755553846396,
      "oe": 1.0460596501669144
    },
    {
      "feature": "no_car",
      "form": "categorical",
      "scenario": "counted_routes",
      "sample": "diagnostic_2025",
      "dimension": "band",
      "group": "D8",
      "rows": 565,
      "observed": 461.0,
      "baseExpected": 479.5563932461905,
      "expected": 448.7580228422753,
      "baseDeviance": 950.1469918007435,
      "featureDeviance": 940.0678069445073,
      "gain": 0.010608026908693224,
      "oe": 1.0272796842275673
    },
    {
      "feature": "no_car",
      "form": "categorical",
      "scenario": "counted_routes",
      "sample": "diagnostic_2025",
      "dimension": "band",
      "group": "D9",
      "rows": 591,
      "observed": 646.0,
      "baseExpected": 652.3121964270168,
      "expected": 599.0598232129573,
      "baseDeviance": 988.2074516045393,
      "featureDeviance": 984.1968834300701,
      "gain": 0.004058427375706719,
      "oe": 1.0783564094405245
    },
    {
      "feature": "no_car",
      "form": "categorical",
      "scenario": "counted_routes",
      "sample": "diagnostic_2025",
      "dimension": "band",
      "group": "D10",
      "rows": 820,
      "observed": 1528.0,
      "baseExpected": 1448.2169052396407,
      "expected": 1712.0395663362078,
      "baseDeviance": 1713.9418672151812,
      "featureDeviance": 1658.3865986303927,
      "gain": 0.03241374147365628,
      "oe": 0.8925027376966203
    }
  ],
  "curves": [
    {
      "form": "linear",
      "value": 0.4184100418410041,
      "referenceValue": 18.98283792147018,
      "logEffect": -0.4354631835207838,
      "rr": 0.6469649341716885,
      "lower95": 0.6274346141259728,
      "upper95": 0.6671031795573531
    },
    {
      "form": "linear",
      "value": 4.339250493096647,
      "referenceValue": 18.98283792147018,
      "logEffect": -0.3434925784446982,
      "rr": 0.7092887451505362,
      "lower95": 0.6923447052520361,
      "upper95": 0.7266474635840263
    },
    {
      "form": "linear",
      "value": 5.175983436853002,
      "referenceValue": 18.98283792147018,
      "logEffect": -0.3238654510262077,
      "rr": 0.723347561504697,
      "lower95": 0.7070438301141776,
      "upper95": 0.7400272408151797
    },
    {
      "form": "linear",
      "value": 5.82010582010582,
      "referenceValue": 18.98283792147018,
      "logEffect": -0.30875636253681493,
      "rr": 0.7343596657585582,
      "lower95": 0.7185715541409572,
      "upper95": 0.7504946662378366
    },
    {
      "form": "linear",
      "value": 6.394316163410302,
      "referenceValue": 18.98283792147018,
      "logEffect": -0.2952871909724,
      "rr": 0.7443177954163652,
      "lower95": 0.7290064407362489,
      "upper95": 0.7599507351594387
    },
    {
      "form": "linear",
      "value": 6.9130310338107765,
      "referenceValue": 18.98283792147018,
      "logEffect": -0.2831197689398568,
      "rr": 0.753429544997818,
      "lower95": 0.7385630428455838,
      "upper95": 0.7685952943008314
    },
    {
      "form": "linear",
      "value": 7.446808510638298,
      "referenceValue": 18.98283792147018,
      "logEffect": -0.27059902545892983,
      "rr": 0.7629223475198812,
      "lower95": 0.7485279569943211,
      "upper95": 0.7775935459811588
    },
    {
      "form": "linear",
      "value": 7.926829268292683,
      "referenceValue": 18.98283792147018,
      "logEffect": -0.2593392458072441,
      "rr": 0.7715612297278546,
      "lower95": 0.7576040738332701,
      "upper95": 0.785775514916478
    },
    {
      "form": "linear",
      "value": 8.439490445859873,
      "referenceValue": 18.98283792147018,
      "logEffect": -0.24731382439924635,
      "rr": 0.7808955909840936,
      "lower95": 0.7674189109366609,
      "upper95": 0.7946089356517387
    },
    {
      "form": "linear",
      "value": 8.924949290060852,
      "referenceValue": 18.98283792147018,
      "logEffect": -0.23592648431342297,
      "rr": 0.7898387373355515,
      "lower95": 0.776830146804512,
      "upper95": 0.8030651662554593
    },
    {
      "form": "linear",
      "value": 9.456740442655937,
      "referenceValue": 18.98283792147018,
      "logEffect": -0.2234523337616922,
      "rr": 0.7997530121767288,
      "lower95": 0.7872721078781931,
      "upper95": 0.8124317806832688
    },
    {
      "form": "linear",
      "value": 9.95405819295559,
      "referenceValue": 18.98283792147018,
      "logEffect": -0.21178682097718476,
      "rr": 0.8091371702533453,
      "lower95": 0.7971641363635016,
      "upper95": 0.8212900335333838
    },
    {
      "form": "linear",
      "value": 10.483870967741936,
      "referenceValue": 18.98283792147018,
      "logEffect": -0.1993590769565028,
      "rr": 0.8192556646800514,
      "lower95": 0.8078392930573521,
      "upper95": 0.8308333722790366
    },
    {
      "form": "linear",
      "value": 11.002559944517538,
      "referenceValue": 18.98283792147018,
      "logEffect": -0.1871922623070899,
      "rr": 0.8292842809481715,
      "lower95": 0.8184287890654446,
      "upper95": 0.840283758117817
    },
    {
      "form": "linear",
      "value": 11.586901763224182,
      "referenceValue": 18.98283792147018,
      "logEffect": -0.17348543814379105,
      "rr": 0.8407293936532854,
      "lower95": 0.8305250163679233,
      "upper95": 0.8510591486379698
    },
    {
      "form": "linear",
      "value": 12.16577540106952,
      "referenceValue": 18.98283792147018,
      "logEffect": -0.15990688033275316,
      "rr": 0.8522231440069865,
      "lower95": 0.842684319292645,
      "upper95": 0.8618699441218994
    },
    {
      "form": "linear",
      "value": 12.736660929432016,
      "referenceValue": 18.98283792147018,
      "logEffect": -0.14651569848655868,
      "rr": 0.8637121732543916,
      "lower95": 0.8548501698478016,
      "upper95": 0.872666046683529
    },
    {
      "form": "linear",
      "value": 13.325198049880099,
      "referenceValue": 18.98283792147018,
      "logEffect": -0.1327104657181575,
      "rr": 0.875718605964198,
      "lower95": 0.8675760803705841,
      "upper95": 0.8839375522021138
    },
    {
      "form": "linear",
      "value": 13.961265610480268,
      "referenceValue": 18.98283792147018,
      "logEffect": -0.11779031807508444,
      "rr": 0.8888824156513918,
      "lower95": 0.8815428389485979,
      "upper95": 0.8962831004294783
    },
    {
      "form": "linear",
      "value": 14.595575241417839,
      "referenceValue": 18.98283792147018,
      "logEffect": -0.10291140594178551,
      "rr": 0.9022069001115819,
      "lower95": 0.8956949076031884,
      "upper95": 0.9087662369177597
    },
    {
      "form": "linear",
      "value": 15.245009074410165,
      "referenceValue": 18.98283792147018,
      "logEffect": -0.0876777275200946,
      "rr": 0.9160560488124335,
      "lower95": 0.9104198259463884,
      "upper95": 0.9217271643810432
    },
    {
      "form": "linear",
      "value": 15.93625498007968,
      "referenceValue": 18.98283792147018,
      "logEffect": -0.07146326916833165,
      "rr": 0.9310304744904544,
      "lower95": 0.9263588146635438,
      "upper95": 0.935725693660886
    },
    {
      "form": "linear",
      "value": 16.666666666666664,
      "referenceValue": 18.98283792147018,
      "logEffect": -0.05433010458150536,
      "rr": 0.9471194064374783,
      "lower95": 0.9435042141478566,
      "upper95": 0.9507484509336879
    },
    {
      "form": "linear",
      "value": 17.447495961227787,
      "referenceValue": 18.98283792147018,
      "logEffect": -0.036014301228955915,
      "rr": 0.964626498040072,
      "lower95": 0.9621841918051808,
      "upper95": 0.9670750035659054
    },
    {
      "form": "linear",
      "value": 18.205334157141383,
      "referenceValue": 18.98283792147018,
      "logEffect": -0.01823779685586375,
      "rr": 0.9819275053199522,
      "lower95": 0.9806677408143467,
      "upper95": 0.9831888881174047
    },
    {
      "form": "linear",
      "value": 18.98283792147018,
      "referenceValue": 18.98283792147018,
      "logEffect": 0.0,
      "rr": 1.0,
      "lower95": 1.0,
      "upper95": 1.0
    },
    {
      "form": "linear",
      "value": 19.803092668817445,
      "referenceValue": 18.98283792147018,
      "logEffect": 0.019240600674250985,
      "rr": 1.019426893911158,
      "lower95": 1.0180471548595615,
      "upper95": 1.0208085028956368
    },
    {
      "form": "linear",
      "value": 20.61855670103093,
      "referenceValue": 18.98283792147018,
      "logEffect": 0.03836882621488487,
      "rr": 1.0391144148468368,
      "lower95": 1.036311745607465,
      "upper95": 1.0419246638081392
    },
    {
      "form": "linear",
      "value": 21.49390243902439,
      "referenceValue": 18.98283792147018,
      "logEffect": 0.058901688537361996,
      "rr": 1.0606709595008161,
      "lower95": 1.0562823724451484,
      "upper95": 1.0650777800296987
    },
    {
      "form": "linear",
      "value": 22.467986030267756,
      "referenceValue": 18.98283792147018,
      "logEffect": 0.08175063084835271,
      "rr": 1.0851851643818167,
      "lower95": 1.078958401999551,
      "upper95": 1.0914478619490655
    },
    {
      "form": "linear",
      "value": 23.407202216066484,
      "referenceValue": 18.98283792147018,
      "logEffect": 0.10378169331545695,
      "rr": 1.1093582481577415,
      "lower95": 1.101283601641185,
      "upper95": 1.1174920982402734
    },
    {
      "form": "linear",
      "value": 24.38423645320197,
      "referenceValue": 18.98283792147018,
      "logEffect": 0.12669984851369398,
      "rr": 1.1350762718162843,
      "lower95": 1.124998088438541,
      "upper95": 1.1452447395964982
    },
    {
      "form": "linear",
      "value": 25.37082211000249,
      "referenceValue": 18.98283792147018,
      "logEffect": 0.14984205002466663,
      "rr": 1.161650745530373,
      "lower95": 1.149462611028326,
      "upper95": 1.1739681148776557
    },
    {
      "form": "linear",
      "value": 26.426426426426424,
      "referenceValue": 18.98283792147018,
      "logEffect": 0.17460321256351613,
      "rr": 1.1907736388425085,
      "lower95": 1.1762280388586153,
      "upper95": 1.205499114217824
    },
    {
      "form": "linear",
      "value": 27.560521415270017,
      "referenceValue": 18.98283792147018,
      "logEffect": 0.20120551980718346,
      "rr": 1.2228760712533107,
      "lower95": 1.2056785121307954,
      "upper95": 1.2403189329476114
    },
    {
      "form": "linear",
      "value": 28.69415807560137,
      "referenceValue": 18.98283792147018,
      "logEffect": 0.22779707610316025,
      "rr": 1.2558304615632034,
      "lower95": 1.2358540168383247,
      "upper95": 1.2761298071634355
    },
    {
      "form": "linear",
      "value": 29.83870967741936,
      "referenceValue": 18.98283792147018,
      "logEffect": 0.25464466265218516,
      "rr": 1.2900031531232532,
      "lower95": 1.2670862895102861,
      "upper95": 1.3133344972985965
    },
    {
      "form": "linear",
      "value": 31.091205316607297,
      "referenceValue": 18.98283792147018,
      "logEffect": 0.2840242773606548,
      "rr": 1.3284651819896462,
      "lower95": 1.3021692954871555,
      "upper95": 1.355292085195839
    },
    {
      "form": "linear",
      "value": 32.42821139269175,
      "referenceValue": 18.98283792147018,
      "logEffect": 0.31538624154578526,
      "rr": 1.3707886642539242,
      "lower95": 1.3406920434239746,
      "upper95": 1.4015609112202596
    },
    {
      "form": "linear",
      "value": 33.89559040145034,
      "referenceValue": 18.98283792147018,
      "logEffect": 0.34980634534476923,
      "rr": 1.4187927661636923,
      "lower95": 1.384284187435214,
      "upper95": 1.454161603223999
    },
    {
      "form": "linear",
      "value": 35.418583256669734,
      "referenceValue": 18.98283792147018,
      "logEffect": 0.38553097534756,
      "rr": 1.470394857620647,
      "lower95": 1.4310280702755247,
      "upper95": 1.5108446034192518
    },
    {
      "form": "linear",
      "value": 37.13733075435204,
      "referenceValue": 18.98283792147018,
      "logEffect": 0.42584739456942017,
      "rr": 1.5308871356158715,
      "lower95": 1.4856785854772752,
      "upper95": 1.5774713621797811
    },
    {
      "form": "linear",
      "value": 39.0728476821192,
      "referenceValue": 18.98283792147018,
      "logEffect": 0.471248543939001,
      "rr": 1.6019931038739623,
      "lower95": 1.5497241555897876,
      "upper95": 1.6560249742529365
    },
    {
      "form": "linear",
      "value": 41.04372355430183,
      "referenceValue": 18.98283792147018,
      "logEffect": 0.5174791031132323,
      "rr": 1.6777927715216026,
      "lower95": 1.6177775118419588,
      "upper95": 1.7400344383357562
    },
    {
      "form": "linear",
      "value": 43.48434966953485,
      "referenceValue": 18.98283792147018,
      "logEffect": 0.5747285279171904,
      "rr": 1.776648151067223,
      "lower95": 1.7062071895768518,
      "upper95": 1.8499972758134988
    },
    {
      "form": "linear",
      "value": 46.26487335187181,
      "referenceValue": 18.98283792147018,
      "logEffect": 0.6399508823261846,
      "rr": 1.8963877308633605,
      "lower95": 1.8128572389835582,
      "upper95": 1.983767032745209
    },
    {
      "form": "linear",
      "value": 49.49472225062777,
      "referenceValue": 18.98283792147018,
      "logEffect": 0.7157129953771719,
      "rr": 2.045644697630427,
      "lower95": 1.9451388019989038,
      "upper95": 2.151343762534145
    },
    {
      "form": "linear",
      "value": 53.69369369369369,
      "referenceValue": 18.98283792147018,
      "logEffect": 0.8142076801563762,
      "rr": 2.257386391569206,
      "lower95": 2.131646949491395,
      "upper95": 2.3905428251416962
    },
    {
      "form": "linear",
      "value": 59.14948453608248,
      "referenceValue": 18.98283792147018,
      "logEffect": 0.942183401479689,
      "rr": 2.565576992015006,
      "lower95": 2.40094472706106,
      "upper95": 2.741498056064733
    },
    {
      "form": "linear",
      "value": 65.99713055954088,
      "referenceValue": 18.98283792147018,
      "logEffect": 1.1028076747583004,
      "rr": 3.012612597128049,
      "lower95": 2.787597427654831,
      "upper95": 3.2557910157098933
    },
    {
      "form": "linear",
      "value": 89.75999999999999,
      "referenceValue": 18.98283792147018,
      "logEffect": 1.6602099735647087,
      "rr": 5.2604152766395424,
      "lower95": 4.680225798156864,
      "upper95": 5.912528599282597
    },
    {
      "form": "smooth",
      "value": 0.4184100418410041,
      "referenceValue": 18.98283792147018,
      "logEffect": -0.6700181602478066,
      "rr": 0.511699285116344,
      "lower95": 0.46438709860717886,
      "upper95": 0.5638316808841033
    },
    {
      "form": "smooth",
      "value": 4.339250493096647,
      "referenceValue": 18.98283792147018,
      "logEffect": -0.5102139558803918,
      "rr": 0.6003671129955284,
      "lower95": 0.5631455131899127,
      "upper95": 0.6400489072973082
    },
    {
      "form": "smooth",
      "value": 5.175983436853002,
      "referenceValue": 18.98283792147018,
      "logEffect": -0.4761106956209319,
      "rr": 0.621194714906724,
      "lower95": 0.5863730980425461,
      "upper95": 0.6580842046066157
    },
    {
      "form": "smooth",
      "value": 5.82010582010582,
      "referenceValue": 18.98283792147018,
      "logEffect": -0.4498591534835223,
      "rr": 0.6377179656505854,
      "lower95": 0.6047127633755138,
      "upper95": 0.6725245907551302
    },
    {
      "form": "smooth",
      "value": 6.394316163410302,
      "referenceValue": 18.98283792147018,
      "logEffect": -0.4264863742351929,
      "rr": 0.6527987603973291,
      "lower95": 0.6213347954810778,
      "upper95": 0.6858560387662491
    },
    {
      "form": "smooth",
      "value": 6.9130310338107765,
      "referenceValue": 18.98283792147018,
      "logEffect": -0.4054410074643207,
      "rr": 0.6666827339561777,
      "lower95": 0.6365009670396924,
      "upper95": 0.6982956676758145
    },
    {
      "form": "smooth",
      "value": 7.446808510638298,
      "referenceValue": 18.98283792147018,
      "logEffect": -0.38389502210454407,
      "rr": 0.6812029346765889,
      "lower95": 0.652191557612683,
      "upper95": 0.7115048221577486
    },
    {
      "form": "smooth",
      "value": 7.926829268292683,
      "referenceValue": 18.98283792147018,
      "logEffect": -0.36464942583068444,
      "rr": 0.694440060956352,
      "lower95": 0.6663268327009186,
      "upper95": 0.7237394242496593
    },
    {
      "form": "smooth",
      "value": 8.439490445859873,
      "referenceValue": 18.98283792147018,
      "logEffect": -0.34426785192725456,
      "rr": 0.7087390654985064,
      "lower95": 0.681409571480987,
      "upper95": 0.7371646715674464
    },
    {
      "form": "smooth",
      "value": 8.924949290060852,
      "referenceValue": 18.98283792147018,
      "logEffect": -0.3251655555189664,
      "rr": 0.7224077451522686,
      "lower95": 0.6956553644431586,
      "upper95": 0.7501889253362134
    },
    {
      "form": "smooth",
      "value": 9.456740442655937,
      "referenceValue": 18.98283792147018,
      "logEffect": -0.30449956138301554,
      "rr": 0.7374923517112044,
      "lower95": 0.7112104897683176,
      "upper95": 0.7647454258017213
    },
    {
      "form": "smooth",
      "value": 9.95405819295559,
      "referenceValue": 18.98283792147018,
      "logEffect": -0.28545482363144675,
      "rr": 0.7516722982360821,
      "lower95": 0.7257181104380589,
      "upper95": 0.7785546974905458
    },
    {
      "form": "smooth",
      "value": 10.483870967741936,
      "referenceValue": 18.98283792147018,
      "logEffect": -0.2655046494148615,
      "rr": 0.7668188776182562,
      "lower95": 0.7411579968641127,
      "upper95": 0.7933682069945078
    },
    {
      "form": "smooth",
      "value": 11.002559944517538,
      "referenceValue": 18.98283792147018,
      "logEffect": -0.24635128555564242,
      "rr": 0.7816475951817804,
      "lower95": 0.7562963462525453,
      "upper95": 0.8078486245250774
    },
    {
      "form": "smooth",
      "value": 11.586901763224182,
      "referenceValue": 18.98283792147018,
      "logEffect": -0.22527041300825526,
      "rr": 0.7983003187789189,
      "lower95": 0.7734350527346979,
      "upper95": 0.8239649815575699
    },
    {
      "form": "smooth",
      "value": 12.16577540106952,
      "referenceValue": 18.98283792147018,
      "logEffect": -0.2049354820846455,
      "rr": 0.8146998774535648,
      "lower95": 0.7905582123657304,
      "upper95": 0.8395787684459521
    },
    {
      "form": "smooth",
      "value": 12.736660929432016,
      "referenceValue": 18.98283792147018,
      "logEffect": -0.18540174268216783,
      "rr": 0.8307704608479342,
      "lower95": 0.8076161890740995,
      "upper95": 0.8545885631747338
    },
    {
      "form": "smooth",
      "value": 13.325198049880099,
      "referenceValue": 18.98283792147018,
      "logEffect": -0.16578468741322377,
      "rr": 0.8472286335409355,
      "lower95": 0.8253879471191621,
      "upper95": 0.8696472489051402
    },
    {
      "form": "smooth",
      "value": 13.961265610480268,
      "referenceValue": 18.98283792147018,
      "logEffect": -0.14515349383859613,
      "rr": 0.8648895277080968,
      "lower95": 0.8447975896600267,
      "upper95": 0.8854593151007536
    },
    {
      "form": "smooth",
      "value": 14.595575241417839,
      "referenceValue": 18.98283792147018,
      "logEffect": -0.12514321313372295,
      "rr": 0.8823705264872499,
      "lower95": 0.8643353258421813,
      "upper95": 0.9007820492061513
    },
    {
      "form": "smooth",
      "value": 15.245009074410165,
      "referenceValue": 18.98283792147018,
      "logEffect": -0.10521152976925252,
      "rr": 0.9001340972887703,
      "lower95": 0.8844824310527754,
      "upper95": 0.9160627330239459
    },
    {
      "form": "smooth",
      "value": 15.93625498007968,
      "referenceValue": 18.98283792147018,
      "logEffect": -0.08458264813786723,
      "rr": 0.9188957072192921,
      "lower95": 0.9060217380710585,
      "upper95": 0.9319526069470753
    },
    {
      "form": "smooth",
      "value": 16.666666666666664,
      "referenceValue": 18.98283792147018,
      "logEffect": -0.06340438077324607,
      "rr": 0.9385638597606685,
      "lower95": 0.928800155483819,
      "upper95": 0.9484302017477324
    },
    {
      "form": "smooth",
      "value": 17.447495961227787,
      "referenceValue": 18.98283792147018,
      "logEffect": -0.041423203327266546,
      "rr": 0.9594230130074791,
      "lower95": 0.9530567671350109,
      "upper95": 0.9658317842445494
    },
    {
      "form": "smooth",
      "value": 18.205334157141383,
      "referenceValue": 18.98283792147018,
      "logEffect": -0.020694611328980105,
      "rr": 0.9795180526144127,
      "lower95": 0.9763879887546205,
      "upper95": 0.9826581507022775
    },
    {
      "form": "smooth",
      "value": 18.98283792147018,
      "referenceValue": 18.98283792147018,
      "logEffect": 0.0,
      "rr": 1.0,
      "lower95": 1.0,
      "upper95": 1.0
    },
    {
      "form": "smooth",
      "value": 19.803092668817445,
      "referenceValue": 18.98283792147018,
      "logEffect": 0.02125564607319156,
      "rr": 1.0214831564186704,
      "lower95": 1.0184654380615183,
      "upper95": 1.0245098162909123
    },
    {
      "form": "smooth",
      "value": 20.61855670103093,
      "referenceValue": 18.98283792147018,
      "logEffect": 0.04184377391716131,
      "rr": 1.0427315641576196,
      "lower95": 1.0369050488102678,
      "upper95": 1.0485908195144176
    },
    {
      "form": "smooth",
      "value": 21.49390243902439,
      "referenceValue": 18.98283792147018,
      "logEffect": 0.06338875297079694,
      "rr": 1.0654409520676174,
      "lower95": 1.0566445568790015,
      "upper95": 1.074310575824734
    },
    {
      "form": "smooth",
      "value": 22.467986030267756,
      "referenceValue": 18.98283792147018,
      "logEffect": 0.08675036144049499,
      "rr": 1.0906243838317746,
      "lower95": 1.0783848386180679,
      "upper95": 1.1030028464909736
    },
    {
      "form": "smooth",
      "value": 23.407202216066484,
      "referenceValue": 18.98283792147018,
      "logEffect": 0.10872828248897758,
      "rr": 1.1148593823659432,
      "lower95": 1.0990094880590902,
      "upper95": 1.1309378635524074
    },
    {
      "form": "smooth",
      "value": 24.38423645320197,
      "referenceValue": 18.98283792147018,
      "logEffect": 0.13109056697593213,
      "rr": 1.1400710294219678,
      "lower95": 1.1200683269064515,
      "upper95": 1.1604309495270835
    },
    {
      "form": "smooth",
      "value": 25.37082211000249,
      "referenceValue": 18.98283792147018,
      "logEffect": 0.15322601057055016,
      "rr": 1.1655883844712007,
      "lower95": 1.140956795727928,
      "upper95": 1.190751733195473
    },
    {
      "form": "smooth",
      "value": 26.426426426426424,
      "referenceValue": 18.98283792147018,
      "logEffect": 0.17649823908398277,
      "rr": 1.1930323259280162,
      "lower95": 1.16300628556993,
      "upper95": 1.2238335668252325
    },
    {
      "form": "smooth",
      "value": 27.560521415270017,
      "referenceValue": 18.98283792147018,
      "logEffect": 0.20112831219024266,
      "rr": 1.2227816595507335,
      "lower95": 1.1865691822269406,
      "upper95": 1.2600992924217695
    },
    {
      "form": "smooth",
      "value": 28.69415807560137,
      "referenceValue": 18.98283792147018,
      "logEffect": 0.22547290460700098,
      "rr": 1.2529150854298345,
      "lower95": 1.2102922702501124,
      "upper95": 1.297038946611833
    },
    {
      "form": "smooth",
      "value": 29.83870967741936,
      "referenceValue": 18.98283792147018,
      "logEffect": 0.24988717914511097,
      "rr": 1.283880560014112,
      "lower95": 1.2347775956602454,
      "upper95": 1.334936184601539
    },
    {
      "form": "smooth",
      "value": 31.091205316607297,
      "referenceValue": 18.98283792147018,
      "logEffect": 0.27654011644338305,
      "rr": 1.3185598475882474,
      "lower95": 1.2626276749421526,
      "upper95": 1.3769697165489394
    },
    {
      "form": "smooth",
      "value": 32.42821139269175,
      "referenceValue": 18.98283792147018,
      "logEffect": 0.3049668051826313,
      "rr": 1.356579970834433,
      "lower95": 1.2937962721457401,
      "upper95": 1.4224103569389854
    },
    {
      "form": "smooth",
      "value": 33.89559040145034,
      "referenceValue": 18.98283792147018,
      "logEffect": 0.3361381498465627,
      "rr": 1.3995323566365707,
      "lower95": 1.3297775451826082,
      "upper95": 1.4729462265086912
    },
    {
      "form": "smooth",
      "value": 35.418583256669734,
      "referenceValue": 18.98283792147018,
      "logEffect": 0.36846254418189855,
      "rr": 1.4455104968364987,
      "lower95": 1.369129155618015,
      "upper95": 1.5261530206193847
    },
    {
      "form": "smooth",
      "value": 37.13733075435204,
      "referenceValue": 18.98283792147018,
      "logEffect": 0.40490943209780117,
      "rr": 1.4991667175234376,
      "lower95": 1.4160258382420121,
      "upper95": 1.5871891502490223
    },
    {
      "form": "smooth",
      "value": 39.0728476821192,
      "referenceValue": 18.98283792147018,
      "logEffect": 0.4459154669480247,
      "rr": 1.5619194271368606,
      "lower95": 1.4720070109277763,
      "upper95": 1.6573238298164852
    },
    {
      "form": "smooth",
      "value": 41.04372355430183,
      "referenceValue": 18.98283792147018,
      "logEffect": 0.48763374599013115,
      "rr": 1.6284583113504751,
      "lower95": 1.5324372151231256,
      "upper95": 1.7304960005120813
    },
    {
      "form": "smooth",
      "value": 43.48434966953485,
      "referenceValue": 18.98283792147018,
      "logEffect": 0.5392501628833134,
      "rr": 1.7147206188438688,
      "lower95": 1.6119511142196266,
      "upper95": 1.8240421652686005
    },
    {
      "form": "smooth",
      "value": 46.26487335187181,
      "referenceValue": 18.98283792147018,
      "logEffect": 0.5980036742226263,
      "rr": 1.8184848861050908,
      "lower95": 1.708546758795794,
      "upper95": 1.9354970907108109
    },
    {
      "form": "smooth",
      "value": 49.49472225062777,
      "referenceValue": 18.98283792147018,
      "logEffect": 0.6661981158269977,
      "rr": 1.9468216424035574,
      "lower95": 1.8280940034992479,
      "upper95": 2.0732601825048564
    },
    {
      "form": "smooth",
      "value": 53.69369369369369,
      "referenceValue": 18.98283792147018,
      "logEffect": 0.7547979616078322,
      "rr": 2.1271817075650694,
      "lower95": 1.9937339845813242,
      "upper95": 2.269561562371449
    },
    {
      "form": "smooth",
      "value": 59.14948453608248,
      "referenceValue": 18.98283792147018,
      "logEffect": 0.869882537730685,
      "rr": 2.386630498024688,
      "lower95": 2.2239488758043264,
      "upper95": 2.5612122634975227
    },
    {
      "form": "smooth",
      "value": 65.99713055954088,
      "referenceValue": 18.98283792147018,
      "logEffect": 1.0143247853776713,
      "rr": 2.7575008637377914,
      "lower95": 2.5383576016470966,
      "upper95": 2.9955633550531586
    },
    {
      "form": "smooth",
      "value": 89.75999999999999,
      "referenceValue": 18.98283792147018,
      "logEffect": 1.5155718213318496,
      "rr": 4.5520233268193655,
      "lower95": 3.9374981878666797,
      "upper95": 5.2624573724906645
    }
  ],
  "pvalue": 4.199892856248917e-167,
  "eligibleRows": 135903,
  "developmentRows": 66216,
  "developmentClusters": 162,
  "missingFeatureEligibleRows": 0,
  "zeroCollisionRows": 32000,
  "incrementalDf": 9,
  "qvalue": 3.9198999991656564e-166,
  "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": 0.07051609577471762,
  "spatialGain": 0.07490208660875453,
  "meanGain": 0.07270909119173607,
  "positiveRegions": 8,
  "bestDevelopmentForm": "linear",
  "bestDevelopmentMeanGain": 0.09309020867371132,
  "sensitivityGains": {
    "benchmark": 0.07270777548429319,
    "length": 0.06987738533993892,
    "counted_routes": 0.022628951808616016
  }
}
