{
  "feature": "connectivity_driving",
  "metadata": {
    "id": "connectivity_driving",
    "label": "Driving connectivity",
    "family": "Transport accessibility",
    "source": "dft-connectivity-2025",
    "numerator": [
      "Overall (driving)"
    ],
    "denominator": [],
    "unit": "score / 100",
    "definition": "Published LSOA Overall (driving) score, unchanged; rank nationally within this mode",
    "role": "candidate",
    "note": "Modelled access to destinations, not trips or flows. Q4 2024 workbook reference; mixed 2023\u20132025 inputs and NTS 2011\u20132020 preferences. Scores from different modes are not directly comparable. Published 29 September 2025.",
    "status": "complete",
    "readiness": "modelled accessibility context",
    "measurementType": "Modelled accessibility",
    "observationPeriod": "Q4 2024 reference; mixed source vintages",
    "overlapGroup": "accessibility and urbanity",
    "phase": "E3",
    "zeroBand": false,
    "sourceVersion": "ew-v2",
    "direction": "Higher band = higher feature value; no tested collision-risk direction",
    "sourceGeography": "LSOA2021",
    "geographicResolution": "LSOA2021, England and Wales",
    "applicability": "All 35,672 master LSOAs; missing denominators remain unavailable",
    "comparability": "Common national source, categories and mode definition",
    "retrospectiveResearchAvailable": true,
    "historicalForecastEligibility": "Source release is a lower bound only. Exact archived edition and national band construction must be evidenced at the forecast origin.",
    "historicalAsOf2022Eligible": false,
    "availableFrom": "2025-09-29",
    "frozenBandsAvailableFrom": "2026-10-12",
    "mileageAllocationUse": "Not used by the current regional pilot; future nationwide allocation not audited",
    "exposureSensitivityRequired": true,
    "licence": "Open Government Licence v3.0; GOV.UK publication terms",
    "sourceStatus": "Frozen archived input",
    "releasedAt": "2025-09-29",
    "extractedAt": "2026-10-12",
    "revision": "V1.0.0; workbook version date 2025-08-21",
    "sourceChecksums": [
      {
        "file": "inputs/dft-connectivity-lsoa.csv.gz",
        "sha256": "5c54680bb2f133a640f27ce414f0dd71ec2dd52b26aa0b55515c998d2eef6fe5",
        "bytes": 3056101
      },
      {
        "file": "inputs/dft-workbook-audit.json",
        "sha256": "5c8e82c3818b5ea860e76a5459ca08598066b192bcb28cbdde05c08a10910401",
        "bytes": 6401
      }
    ],
    "coverageStatus": "complete",
    "sourceUrl": "https://assets.publishing.service.gov.uk/media/68c966fc07d9e92bc5517b80/connectivity_metrics_2025.ods",
    "numeratorColumns": [
      {
        "column": "Overall (driving)",
        "weight": 1
      }
    ],
    "denominatorColumns": [],
    "denominatorDefinition": "None: unchanged published score, already population-weighted by DfT",
    "validCount": 35672,
    "missingCount": 0,
    "bandScheme": "Combined E&W deciles",
    "bandedCount": 35672,
    "bandsWithheld": false,
    "releaseDecision": "banded",
    "qualityFlags": [
      "banded",
      "retrospective_mixed_vintage",
      "not_claims_validated",
      "modelled_accessibility_not_flow"
    ],
    "featureFreezeVersion": "ew-v4",
    "claimsValidation": false,
    "predictiveValidation": false,
    "sourceRegisterUrl": "/research/ew-deciles/v2/source-register.json"
  },
  "tested": true,
  "screeningFamily": "novel candidate",
  "nationalLSOAs": 35672,
  "nationalNumericLSOAs": 35672,
  "nationalBandedLSOAs": 35672,
  "metrics": [
    {
      "feature": "connectivity_driving",
      "form": "linear",
      "scenario": "fitted",
      "sample": "temporal_2023",
      "rows": 33108,
      "lsoas": 33108,
      "zeroRows": 7587,
      "observed": 92703,
      "expected": 97564.94245126462,
      "baseExpected": 97536.70796420943,
      "oe": 0.9501671160858497,
      "baseDeviance": 70909.04750319224,
      "featureDeviance": 70340.52130728282,
      "gain": 0.008017682029698991,
      "lower95": -0.00047940979365254096,
      "upper95": 0.014599457174063125,
      "blocks": 162,
      "unsupportedRows": 0,
      "conditionalFixedPredictions": true
    },
    {
      "feature": "connectivity_driving",
      "form": "linear",
      "scenario": "fitted",
      "sample": "region_East Midlands",
      "rows": 5694,
      "lsoas": 2847,
      "zeroRows": 1329,
      "observed": 15424,
      "expected": 17243.296260923915,
      "baseExpected": 17021.64703151101,
      "oe": 0.8944925475155969,
      "baseDeviance": 12138.542212109733,
      "featureDeviance": 12383.080697528414,
      "gain": -0.02014562219627347,
      "lower95": -0.06657412056441397,
      "upper95": 0.019743771110581565,
      "blocks": 10,
      "unsupportedRows": 0,
      "conditionalFixedPredictions": true
    },
    {
      "feature": "connectivity_driving",
      "form": "linear",
      "scenario": "fitted",
      "sample": "region_East of England",
      "rows": 7516,
      "lsoas": 3758,
      "zeroRows": 1855,
      "observed": 19512,
      "expected": 19649.32967729335,
      "baseExpected": 20100.94779254876,
      "oe": 0.9930109739340346,
      "baseDeviance": 15230.34429048094,
      "featureDeviance": 15046.469813014719,
      "gain": 0.01207290353778434,
      "lower95": 0.003246164132747037,
      "upper95": 0.02367671075586956,
      "blocks": 11,
      "unsupportedRows": 0,
      "conditionalFixedPredictions": true
    },
    {
      "feature": "connectivity_driving",
      "form": "linear",
      "scenario": "fitted",
      "sample": "region_London",
      "rows": 9984,
      "lsoas": 4992,
      "zeroRows": 1285,
      "observed": 44761,
      "expected": 20417.570070020338,
      "baseExpected": 19401.836357881293,
      "oe": 2.192278505546738,
      "baseDeviance": 54847.2022543594,
      "featureDeviance": 51715.855872762004,
      "gain": 0.057092180692744576,
      "lower95": 0.04826847305647065,
      "upper95": 0.06734520581381573,
      "blocks": 32,
      "unsupportedRows": 0,
      "conditionalFixedPredictions": true
    },
    {
      "feature": "connectivity_driving",
      "form": "linear",
      "scenario": "fitted",
      "sample": "region_North East",
      "rows": 3364,
      "lsoas": 1682,
      "zeroRows": 1051,
      "observed": 6143,
      "expected": 9202.858610203046,
      "baseExpected": 9069.709855096766,
      "oe": 0.6675099836032866,
      "baseDeviance": 6671.946492096479,
      "featureDeviance": 6699.965644249918,
      "gain": -0.004199546891844763,
      "lower95": -0.019447387859464177,
      "upper95": 0.013271115053355664,
      "blocks": 12,
      "unsupportedRows": 0,
      "conditionalFixedPredictions": true
    },
    {
      "feature": "connectivity_driving",
      "form": "linear",
      "scenario": "fitted",
      "sample": "region_North West",
      "rows": 9134,
      "lsoas": 4567,
      "zeroRows": 2548,
      "observed": 19780,
      "expected": 23265.011248819763,
      "baseExpected": 22100.983328022263,
      "oe": 0.8502037582725623,
      "baseDeviance": 17000.80673822677,
      "featureDeviance": 17454.00292295991,
      "gain": -0.026657334073101113,
      "lower95": -0.057756023886461415,
      "upper95": -0.0004064381936317066,
      "blocks": 23,
      "unsupportedRows": 0,
      "conditionalFixedPredictions": true
    },
    {
      "feature": "connectivity_driving",
      "form": "linear",
      "scenario": "fitted",
      "sample": "region_South East",
      "rows": 10474,
      "lsoas": 5237,
      "zeroRows": 2230,
      "observed": 31545,
      "expected": 25439.1009377609,
      "baseExpected": 25779.526736701682,
      "oe": 1.2400202380256182,
      "baseDeviance": 24290.31978857296,
      "featureDeviance": 24370.488828592748,
      "gain": -0.003300452226137507,
      "lower95": -0.023653518147424935,
      "upper95": 0.015749616183149375,
      "blocks": 18,
      "unsupportedRows": 0,
      "conditionalFixedPredictions": true
    },
    {
      "feature": "connectivity_driving",
      "form": "linear",
      "scenario": "fitted",
      "sample": "region_South West",
      "rows": 4736,
      "lsoas": 2368,
      "zeroRows": 1062,
      "observed": 12957,
      "expected": 11776.883739129149,
      "baseExpected": 12632.637786331881,
      "oe": 1.1002061569946444,
      "baseDeviance": 8907.11887715092,
      "featureDeviance": 8919.359795157281,
      "gain": -0.0013742847912092682,
      "lower95": -0.03060339507797826,
      "upper95": 0.028355074119709944,
      "blocks": 9,
      "unsupportedRows": 0,
      "conditionalFixedPredictions": true
    },
    {
      "feature": "connectivity_driving",
      "form": "linear",
      "scenario": "fitted",
      "sample": "region_Wales",
      "rows": 3832,
      "lsoas": 1916,
      "zeroRows": 1262,
      "observed": 6459,
      "expected": 10020.267029726778,
      "baseExpected": 10869.3468645565,
      "oe": 0.6445936002342362,
      "baseDeviance": 9675.803441414108,
      "featureDeviance": 9584.455685349003,
      "gain": 0.009440844537428328,
      "lower95": -0.05888883775229947,
      "upper95": 0.05454463388182003,
      "blocks": 22,
      "unsupportedRows": 0,
      "conditionalFixedPredictions": true
    },
    {
      "feature": "connectivity_driving",
      "form": "linear",
      "scenario": "fitted",
      "sample": "region_West Midlands",
      "rows": 5754,
      "lsoas": 2877,
      "zeroRows": 1392,
      "observed": 14285,
      "expected": 15552.246890787072,
      "baseExpected": 15173.774457228603,
      "oe": 0.9185167969820637,
      "baseDeviance": 11694.784302533519,
      "featureDeviance": 11343.185914057774,
      "gain": 0.030064546671422998,
      "lower95": 0.0012479512406360722,
      "upper95": 0.05335881989335167,
      "blocks": 12,
      "unsupportedRows": 0,
      "conditionalFixedPredictions": true
    },
    {
      "feature": "connectivity_driving",
      "form": "linear",
      "scenario": "fitted",
      "sample": "region_Yorkshire and The Humber",
      "rows": 5728,
      "lsoas": 2864,
      "zeroRows": 1087,
      "observed": 16748,
      "expected": 13531.627535251018,
      "baseExpected": 13382.505050153019,
      "oe": 1.2376929498221898,
      "baseDeviance": 12546.93837453988,
      "featureDeviance": 12244.411996281844,
      "gain": 0.02411156962976091,
      "lower95": 0.001824359921248439,
      "upper95": 0.04185530500033007,
      "blocks": 13,
      "unsupportedRows": 0,
      "conditionalFixedPredictions": true
    },
    {
      "feature": "connectivity_driving",
      "form": "linear",
      "scenario": "fitted",
      "sample": "spatial_pooled",
      "rows": 66216,
      "lsoas": 33108,
      "zeroRows": 15101,
      "observed": 187614,
      "expected": 166098.19199991532,
      "baseExpected": 165532.91526003176,
      "oe": 1.1295366779193818,
      "baseDeviance": 173003.8067714847,
      "featureDeviance": 169761.27716995362,
      "gain": 0.018742533254277105,
      "lower95": 0.009027836306578111,
      "upper95": 0.02787131989073915,
      "blocks": 162,
      "unsupportedRows": 0,
      "conditionalFixedPredictions": true
    },
    {
      "feature": "connectivity_driving",
      "form": "linear",
      "scenario": "fitted",
      "sample": "diagnostic_2024",
      "rows": 34844,
      "lsoas": 34844,
      "zeroRows": 8432,
      "observed": 92494,
      "expected": 98814.76657335469,
      "baseExpected": 98730.62453805192,
      "oe": 0.9360341901059646,
      "baseDeviance": 72161.99967063732,
      "featureDeviance": 71654.49528862441,
      "gain": 0.007032848096356292,
      "lower95": -0.0013003793885460635,
      "upper95": 0.014292725572294034,
      "blocks": 169,
      "unsupportedRows": 0,
      "conditionalFixedPredictions": true
    },
    {
      "feature": "connectivity_driving",
      "form": "linear",
      "scenario": "fitted",
      "sample": "diagnostic_2025",
      "rows": 34843,
      "lsoas": 34843,
      "zeroRows": 8467,
      "observed": 92791,
      "expected": 100177.78976767337,
      "baseExpected": 100097.08544166648,
      "oe": 0.9262631988107903,
      "baseDeviance": 71788.98081332492,
      "featureDeviance": 71283.79234978699,
      "gain": 0.007037131016688791,
      "lower95": -0.0012174905605511265,
      "upper95": 0.013912418705593992,
      "blocks": 169,
      "unsupportedRows": 0,
      "conditionalFixedPredictions": true
    },
    {
      "feature": "connectivity_driving",
      "form": "smooth",
      "scenario": "fitted",
      "sample": "temporal_2023",
      "rows": 33108,
      "lsoas": 33108,
      "zeroRows": 7587,
      "observed": 92703,
      "expected": 97456.81127257986,
      "baseExpected": 97536.70796420943,
      "oe": 0.9512213542542062,
      "baseDeviance": 70909.04750319224,
      "featureDeviance": 68557.71834020197,
      "gain": 0.033159790545549406,
      "lower95": 0.02064472023216651,
      "upper95": 0.04533891796684178,
      "blocks": 162,
      "unsupportedRows": 0,
      "conditionalFixedPredictions": true
    },
    {
      "feature": "connectivity_driving",
      "form": "smooth",
      "scenario": "fitted",
      "sample": "region_East Midlands",
      "rows": 5694,
      "lsoas": 2847,
      "zeroRows": 1329,
      "observed": 15424,
      "expected": 16437.56624590028,
      "baseExpected": 17021.64703151101,
      "oe": 0.938338423660919,
      "baseDeviance": 12138.542212109733,
      "featureDeviance": 11927.23875078847,
      "gain": 0.017407647279955918,
      "lower95": -0.03703404733503075,
      "upper95": 0.07062029648391213,
      "blocks": 10,
      "unsupportedRows": 0,
      "conditionalFixedPredictions": true
    },
    {
      "feature": "connectivity_driving",
      "form": "smooth",
      "scenario": "fitted",
      "sample": "region_East of England",
      "rows": 7516,
      "lsoas": 3758,
      "zeroRows": 1855,
      "observed": 19512,
      "expected": 18853.1850552983,
      "baseExpected": 20100.94779254876,
      "oe": 1.0349444904279743,
      "baseDeviance": 15230.34429048094,
      "featureDeviance": 14882.360019387386,
      "gain": 0.022848089606946398,
      "lower95": -0.0044961618283739955,
      "upper95": 0.04370237752615909,
      "blocks": 11,
      "unsupportedRows": 0,
      "conditionalFixedPredictions": true
    },
    {
      "feature": "connectivity_driving",
      "form": "smooth",
      "scenario": "fitted",
      "sample": "region_London",
      "rows": 9984,
      "lsoas": 4992,
      "zeroRows": 1285,
      "observed": 44761,
      "expected": 23156.617832282813,
      "baseExpected": 19401.836357881293,
      "oe": 1.9329679456728934,
      "baseDeviance": 54847.2022543594,
      "featureDeviance": 44852.96851367467,
      "gain": 0.18221957237372777,
      "lower95": 0.15508381929050452,
      "upper95": 0.21337736346942643,
      "blocks": 32,
      "unsupportedRows": 0,
      "conditionalFixedPredictions": true
    },
    {
      "feature": "connectivity_driving",
      "form": "smooth",
      "scenario": "fitted",
      "sample": "region_North East",
      "rows": 3364,
      "lsoas": 1682,
      "zeroRows": 1051,
      "observed": 6143,
      "expected": 8927.955402706717,
      "baseExpected": 9069.709855096766,
      "oe": 0.6880634728683352,
      "baseDeviance": 6671.946492096479,
      "featureDeviance": 6385.895297017905,
      "gain": 0.04287372439473658,
      "lower95": 0.013201575553249642,
      "upper95": 0.07498526452696744,
      "blocks": 12,
      "unsupportedRows": 0,
      "conditionalFixedPredictions": true
    },
    {
      "feature": "connectivity_driving",
      "form": "smooth",
      "scenario": "fitted",
      "sample": "region_North West",
      "rows": 9134,
      "lsoas": 4567,
      "zeroRows": 2548,
      "observed": 19780,
      "expected": 25315.898838747067,
      "baseExpected": 22100.983328022263,
      "oe": 0.7813271859708123,
      "baseDeviance": 17000.80673822677,
      "featureDeviance": 19175.634202155834,
      "gain": -0.12792495658684877,
      "lower95": -0.23225834105868062,
      "upper95": -0.05017652965414141,
      "blocks": 23,
      "unsupportedRows": 0,
      "conditionalFixedPredictions": true
    },
    {
      "feature": "connectivity_driving",
      "form": "smooth",
      "scenario": "fitted",
      "sample": "region_South East",
      "rows": 10474,
      "lsoas": 5237,
      "zeroRows": 2230,
      "observed": 31545,
      "expected": 23967.96894740672,
      "baseExpected": 25779.526736701682,
      "oe": 1.3161315449473285,
      "baseDeviance": 24290.31978857296,
      "featureDeviance": 24698.542564796786,
      "gain": -0.016805986079107438,
      "lower95": -0.05672653893146047,
      "upper95": 0.024050604122631984,
      "blocks": 18,
      "unsupportedRows": 0,
      "conditionalFixedPredictions": true
    },
    {
      "feature": "connectivity_driving",
      "form": "smooth",
      "scenario": "fitted",
      "sample": "region_South West",
      "rows": 4736,
      "lsoas": 2368,
      "zeroRows": 1062,
      "observed": 12957,
      "expected": 11533.86803582036,
      "baseExpected": 12632.637786331881,
      "oe": 1.1233872244558256,
      "baseDeviance": 8907.11887715092,
      "featureDeviance": 8905.764251725757,
      "gain": 0.00015208345637307552,
      "lower95": -0.03155607920178582,
      "upper95": 0.03441906824268729,
      "blocks": 9,
      "unsupportedRows": 0,
      "conditionalFixedPredictions": true
    },
    {
      "feature": "connectivity_driving",
      "form": "smooth",
      "scenario": "fitted",
      "sample": "region_Wales",
      "rows": 3832,
      "lsoas": 1916,
      "zeroRows": 1262,
      "observed": 6459,
      "expected": 10152.814623507842,
      "baseExpected": 10869.3468645565,
      "oe": 0.6361782657830491,
      "baseDeviance": 9675.803441414108,
      "featureDeviance": 8804.79975716516,
      "gain": 0.09001874516393149,
      "lower95": 0.06420251078503607,
      "upper95": 0.11156977066067472,
      "blocks": 22,
      "unsupportedRows": 0,
      "conditionalFixedPredictions": true
    },
    {
      "feature": "connectivity_driving",
      "form": "smooth",
      "scenario": "fitted",
      "sample": "region_West Midlands",
      "rows": 5754,
      "lsoas": 2877,
      "zeroRows": 1392,
      "observed": 14285,
      "expected": 16050.557503671742,
      "baseExpected": 15173.774457228603,
      "oe": 0.8900002381058819,
      "baseDeviance": 11694.784302533519,
      "featureDeviance": 10625.134919647531,
      "gain": 0.09146379746860844,
      "lower95": 0.028680490747818695,
      "upper95": 0.14328029974308437,
      "blocks": 12,
      "unsupportedRows": 0,
      "conditionalFixedPredictions": true
    },
    {
      "feature": "connectivity_driving",
      "form": "smooth",
      "scenario": "fitted",
      "sample": "region_Yorkshire and The Humber",
      "rows": 5728,
      "lsoas": 2864,
      "zeroRows": 1087,
      "observed": 16748,
      "expected": 13317.09969480691,
      "baseExpected": 13382.505050153019,
      "oe": 1.257631194766154,
      "baseDeviance": 12546.93837453988,
      "featureDeviance": 12172.28541492209,
      "gain": 0.029860109967387194,
      "lower95": -0.04104667369643814,
      "upper95": 0.0803034503077521,
      "blocks": 13,
      "unsupportedRows": 0,
      "conditionalFixedPredictions": true
    },
    {
      "feature": "connectivity_driving",
      "form": "smooth",
      "scenario": "fitted",
      "sample": "spatial_pooled",
      "rows": 66216,
      "lsoas": 33108,
      "zeroRows": 15101,
      "observed": 187614,
      "expected": 167713.53218014876,
      "baseExpected": 165532.91526003176,
      "oe": 1.118657496274512,
      "baseDeviance": 173003.8067714847,
      "featureDeviance": 162430.6236912816,
      "gain": 0.06111532039389678,
      "lower95": 0.0353705519287669,
      "upper95": 0.08376266263450906,
      "blocks": 162,
      "unsupportedRows": 0,
      "conditionalFixedPredictions": true
    },
    {
      "feature": "connectivity_driving",
      "form": "smooth",
      "scenario": "fitted",
      "sample": "diagnostic_2024",
      "rows": 34844,
      "lsoas": 34844,
      "zeroRows": 8432,
      "observed": 92494,
      "expected": 98633.01191249394,
      "baseExpected": 98730.62453805192,
      "oe": 0.9377590545654187,
      "baseDeviance": 72161.99967063732,
      "featureDeviance": 69963.51096393197,
      "gain": 0.03046601697208673,
      "lower95": 0.018256461009730586,
      "upper95": 0.043459820540083176,
      "blocks": 169,
      "unsupportedRows": 0,
      "conditionalFixedPredictions": true
    },
    {
      "feature": "connectivity_driving",
      "form": "smooth",
      "scenario": "fitted",
      "sample": "diagnostic_2025",
      "rows": 34843,
      "lsoas": 34843,
      "zeroRows": 8467,
      "observed": 92791,
      "expected": 99998.6630924801,
      "baseExpected": 100097.08544166648,
      "oe": 0.9279224054644175,
      "baseDeviance": 71788.98081332492,
      "featureDeviance": 69692.28725625895,
      "gain": 0.029206342440186828,
      "lower95": 0.017405146001008807,
      "upper95": 0.04138835011275745,
      "blocks": 169,
      "unsupportedRows": 0,
      "conditionalFixedPredictions": true
    },
    {
      "feature": "connectivity_driving",
      "form": "categorical",
      "scenario": "fitted",
      "sample": "temporal_2023",
      "rows": 33108,
      "lsoas": 33108,
      "zeroRows": 7587,
      "observed": 92703,
      "expected": 97483.13412551471,
      "baseExpected": 97536.70796420943,
      "oe": 0.9509645010042451,
      "baseDeviance": 70909.04750319224,
      "featureDeviance": 69043.80027104946,
      "gain": 0.026304784760489253,
      "lower95": 0.014419536980191643,
      "upper95": 0.03678996877322948,
      "blocks": 162,
      "unsupportedRows": 0,
      "conditionalFixedPredictions": true
    },
    {
      "feature": "connectivity_driving",
      "form": "categorical",
      "scenario": "fitted",
      "sample": "region_East Midlands",
      "rows": 5694,
      "lsoas": 2847,
      "zeroRows": 1329,
      "observed": 15424,
      "expected": 16660.57344617412,
      "baseExpected": 17021.64703151101,
      "oe": 0.9257784583364337,
      "baseDeviance": 12138.542212109733,
      "featureDeviance": 12051.882451350779,
      "gain": 0.007139223083353463,
      "lower95": -0.044904817456000834,
      "upper95": 0.05427240021833166,
      "blocks": 10,
      "unsupportedRows": 0,
      "conditionalFixedPredictions": true
    },
    {
      "feature": "connectivity_driving",
      "form": "categorical",
      "scenario": "fitted",
      "sample": "region_East of England",
      "rows": 7516,
      "lsoas": 3758,
      "zeroRows": 1855,
      "observed": 19512,
      "expected": 18933.843960132024,
      "baseExpected": 20100.94779254876,
      "oe": 1.030535587020014,
      "baseDeviance": 15230.34429048094,
      "featureDeviance": 14855.75081511379,
      "gain": 0.02459520731919851,
      "lower95": -0.00022663851493656085,
      "upper95": 0.043744918782817305,
      "blocks": 11,
      "unsupportedRows": 0,
      "conditionalFixedPredictions": true
    },
    {
      "feature": "connectivity_driving",
      "form": "categorical",
      "scenario": "fitted",
      "sample": "region_London",
      "rows": 9984,
      "lsoas": 4992,
      "zeroRows": 1285,
      "observed": 44761,
      "expected": 22180.735333150347,
      "baseExpected": 19401.836357881293,
      "oe": 2.0180124476352317,
      "baseDeviance": 54847.2022543594,
      "featureDeviance": 47941.94497781781,
      "gain": 0.12589989995328776,
      "lower95": 0.1142627072913815,
      "upper95": 0.13793603351567657,
      "blocks": 32,
      "unsupportedRows": 0,
      "conditionalFixedPredictions": true
    },
    {
      "feature": "connectivity_driving",
      "form": "categorical",
      "scenario": "fitted",
      "sample": "region_North East",
      "rows": 3364,
      "lsoas": 1682,
      "zeroRows": 1051,
      "observed": 6143,
      "expected": 8945.946499784328,
      "baseExpected": 9069.709855096766,
      "oe": 0.6866797157962098,
      "baseDeviance": 6671.946492096479,
      "featureDeviance": 6426.286254965504,
      "gain": 0.03681987519264163,
      "lower95": 0.009242193928840242,
      "upper95": 0.0643968072765622,
      "blocks": 12,
      "unsupportedRows": 0,
      "conditionalFixedPredictions": true
    },
    {
      "feature": "connectivity_driving",
      "form": "categorical",
      "scenario": "fitted",
      "sample": "region_North West",
      "rows": 9134,
      "lsoas": 4567,
      "zeroRows": 2548,
      "observed": 19780,
      "expected": 25696.62647782626,
      "baseExpected": 22100.983328022263,
      "oe": 0.7697508471420658,
      "baseDeviance": 17000.80673822677,
      "featureDeviance": 19494.444729822957,
      "gain": -0.14667762712631616,
      "lower95": -0.26736016330790197,
      "upper95": -0.05782677174554551,
      "blocks": 23,
      "unsupportedRows": 0,
      "conditionalFixedPredictions": true
    },
    {
      "feature": "connectivity_driving",
      "form": "categorical",
      "scenario": "fitted",
      "sample": "region_South East",
      "rows": 10474,
      "lsoas": 5237,
      "zeroRows": 2230,
      "observed": 31545,
      "expected": 24252.753373149204,
      "baseExpected": 25779.526736701682,
      "oe": 1.3006770618846195,
      "baseDeviance": 24290.31978857296,
      "featureDeviance": 24585.70334478805,
      "gain": -0.012160546208784373,
      "lower95": -0.045081907295236825,
      "upper95": 0.02440428018810678,
      "blocks": 18,
      "unsupportedRows": 0,
      "conditionalFixedPredictions": true
    },
    {
      "feature": "connectivity_driving",
      "form": "categorical",
      "scenario": "fitted",
      "sample": "region_South West",
      "rows": 4736,
      "lsoas": 2368,
      "zeroRows": 1062,
      "observed": 12957,
      "expected": 11508.913891513786,
      "baseExpected": 12632.637786331881,
      "oe": 1.1258230031205616,
      "baseDeviance": 8907.11887715092,
      "featureDeviance": 8848.643293077792,
      "gain": 0.006565039142245377,
      "lower95": -0.020446344859418687,
      "upper95": 0.03851020092886384,
      "blocks": 9,
      "unsupportedRows": 0,
      "conditionalFixedPredictions": true
    },
    {
      "feature": "connectivity_driving",
      "form": "categorical",
      "scenario": "fitted",
      "sample": "region_Wales",
      "rows": 3832,
      "lsoas": 1916,
      "zeroRows": 1262,
      "observed": 6459,
      "expected": 10034.746528638287,
      "baseExpected": 10869.3468645565,
      "oe": 0.6436634928013957,
      "baseDeviance": 9675.803441414108,
      "featureDeviance": 8899.3207303143,
      "gain": 0.0802499467668315,
      "lower95": 0.05080863017233371,
      "upper95": 0.1031422206565323,
      "blocks": 22,
      "unsupportedRows": 0,
      "conditionalFixedPredictions": true
    },
    {
      "feature": "connectivity_driving",
      "form": "categorical",
      "scenario": "fitted",
      "sample": "region_West Midlands",
      "rows": 5754,
      "lsoas": 2877,
      "zeroRows": 1392,
      "observed": 14285,
      "expected": 16074.51707762594,
      "baseExpected": 15173.774457228603,
      "oe": 0.8886736647213643,
      "baseDeviance": 11694.784302533519,
      "featureDeviance": 10808.2542466028,
      "gain": 0.07580559273236553,
      "lower95": 0.01685668519804908,
      "upper95": 0.12103771040390465,
      "blocks": 12,
      "unsupportedRows": 0,
      "conditionalFixedPredictions": true
    },
    {
      "feature": "connectivity_driving",
      "form": "categorical",
      "scenario": "fitted",
      "sample": "region_Yorkshire and The Humber",
      "rows": 5728,
      "lsoas": 2864,
      "zeroRows": 1087,
      "observed": 16748,
      "expected": 13467.083814657735,
      "baseExpected": 13382.505050153019,
      "oe": 1.2436248433956634,
      "baseDeviance": 12546.93837453988,
      "featureDeviance": 12130.112369681647,
      "gain": 0.033221331962867806,
      "lower95": -0.03393346936929991,
      "upper95": 0.08207601330815195,
      "blocks": 13,
      "unsupportedRows": 0,
      "conditionalFixedPredictions": true
    },
    {
      "feature": "connectivity_driving",
      "form": "categorical",
      "scenario": "fitted",
      "sample": "spatial_pooled",
      "rows": 66216,
      "lsoas": 33108,
      "zeroRows": 15101,
      "observed": 187614,
      "expected": 167755.74040265204,
      "baseExpected": 165532.91526003176,
      "oe": 1.1183760361921662,
      "baseDeviance": 173003.8067714847,
      "featureDeviance": 166042.34321353544,
      "gain": 0.04023878831258576,
      "lower95": 0.01875122271454326,
      "upper95": 0.05878748983765612,
      "blocks": 162,
      "unsupportedRows": 0,
      "conditionalFixedPredictions": true
    },
    {
      "feature": "connectivity_driving",
      "form": "categorical",
      "scenario": "fitted",
      "sample": "diagnostic_2024",
      "rows": 34844,
      "lsoas": 34844,
      "zeroRows": 8432,
      "observed": 92494,
      "expected": 98672.17477722545,
      "baseExpected": 98730.62453805192,
      "oe": 0.9373868591507782,
      "baseDeviance": 72161.99967063732,
      "featureDeviance": 70335.86360457695,
      "gain": 0.025306062392883244,
      "lower95": 0.01431649858502805,
      "upper95": 0.03743954803851836,
      "blocks": 169,
      "unsupportedRows": 0,
      "conditionalFixedPredictions": true
    },
    {
      "feature": "connectivity_driving",
      "form": "categorical",
      "scenario": "fitted",
      "sample": "diagnostic_2025",
      "rows": 34843,
      "lsoas": 34843,
      "zeroRows": 8467,
      "observed": 92791,
      "expected": 100044.39172119912,
      "baseExpected": 100097.08544166648,
      "oe": 0.9274982675549404,
      "baseDeviance": 71788.98081332492,
      "featureDeviance": 70188.937751328,
      "gain": 0.022288142885849793,
      "lower95": 0.01133478717472761,
      "upper95": 0.03376419713565841,
      "blocks": 169,
      "unsupportedRows": 0,
      "conditionalFixedPredictions": true
    },
    {
      "feature": "connectivity_driving",
      "form": "categorical",
      "scenario": "benchmark",
      "sample": "temporal_2023",
      "rows": 33108,
      "lsoas": 33108,
      "zeroRows": 7587,
      "observed": 92703,
      "expected": 97212.87647451361,
      "baseExpected": 97285.25165385114,
      "oe": 0.9536082395864917,
      "baseDeviance": 72256.19871382597,
      "featureDeviance": 70075.27694498093,
      "gain": 0.030183178850615833,
      "lower95": 0.017098436910609856,
      "upper95": 0.04153903323470042,
      "blocks": 162,
      "unsupportedRows": 0,
      "conditionalFixedPredictions": true
    },
    {
      "feature": "connectivity_driving",
      "form": "categorical",
      "scenario": "benchmark",
      "sample": "diagnostic_2024",
      "rows": 34844,
      "lsoas": 34844,
      "zeroRows": 8432,
      "observed": 92494,
      "expected": 98805.84887190364,
      "baseExpected": 98847.55877588826,
      "oe": 0.9361186716781654,
      "baseDeviance": 73564.52719010701,
      "featureDeviance": 71443.07138831902,
      "gain": 0.028838026734076316,
      "lower95": 0.016399186261831934,
      "upper95": 0.042236018981004216,
      "blocks": 169,
      "unsupportedRows": 0,
      "conditionalFixedPredictions": true
    },
    {
      "feature": "connectivity_driving",
      "form": "categorical",
      "scenario": "benchmark",
      "sample": "diagnostic_2025",
      "rows": 34843,
      "lsoas": 34843,
      "zeroRows": 8467,
      "observed": 92791,
      "expected": 100212.9067424849,
      "baseExpected": 100248.78404676483,
      "oe": 0.9259386142589714,
      "baseDeviance": 73149.12509223106,
      "featureDeviance": 71276.30505628807,
      "gain": 0.02560276740947509,
      "lower95": 0.013087186981639038,
      "upper95": 0.03889763224033203,
      "blocks": 169,
      "unsupportedRows": 0,
      "conditionalFixedPredictions": true
    },
    {
      "feature": "connectivity_driving",
      "form": "categorical",
      "scenario": "length",
      "sample": "temporal_2023",
      "rows": 33108,
      "lsoas": 33108,
      "zeroRows": 7587,
      "observed": 92703,
      "expected": 97083.69709554753,
      "baseExpected": 97140.95635029627,
      "oe": 0.9548771088596251,
      "baseDeviance": 73771.73481377443,
      "featureDeviance": 72042.98318194132,
      "gain": 0.023433793934724112,
      "lower95": 0.012378130417118115,
      "upper95": 0.034234586196628475,
      "blocks": 162,
      "unsupportedRows": 0,
      "conditionalFixedPredictions": true
    },
    {
      "feature": "connectivity_driving",
      "form": "categorical",
      "scenario": "length",
      "sample": "diagnostic_2024",
      "rows": 34844,
      "lsoas": 34844,
      "zeroRows": 8432,
      "observed": 92494,
      "expected": 98868.87456484974,
      "baseExpected": 98907.15039662909,
      "oe": 0.935521926461615,
      "baseDeviance": 75184.10117699776,
      "featureDeviance": 73520.69050373835,
      "gain": 0.022124500356044963,
      "lower95": 0.01082395173400231,
      "upper95": 0.034638877622893374,
      "blocks": 169,
      "unsupportedRows": 0,
      "conditionalFixedPredictions": true
    },
    {
      "feature": "connectivity_driving",
      "form": "categorical",
      "scenario": "length",
      "sample": "diagnostic_2025",
      "rows": 34843,
      "lsoas": 34843,
      "zeroRows": 8467,
      "observed": 92791,
      "expected": 100276.84612061562,
      "baseExpected": 100313.28989732909,
      "oe": 0.925348209380145,
      "baseDeviance": 74708.73022951678,
      "featureDeviance": 73255.60616861288,
      "gain": 0.01945052547994952,
      "lower95": 0.008275227991289111,
      "upper95": 0.031345648904871126,
      "blocks": 169,
      "unsupportedRows": 0,
      "conditionalFixedPredictions": true
    },
    {
      "feature": "connectivity_driving",
      "form": "categorical",
      "scenario": "counted_routes",
      "sample": "temporal_2023",
      "rows": 5098,
      "lsoas": 5098,
      "zeroRows": 2530,
      "observed": 6032,
      "expected": 6234.758567060357,
      "baseExpected": 6243.812676283444,
      "oe": 0.9674793233964862,
      "baseDeviance": 9233.014031350176,
      "featureDeviance": 9197.535524318539,
      "gain": 0.0038425704662824467,
      "lower95": -0.009477972097470316,
      "upper95": 0.01722327156480853,
      "blocks": 159,
      "unsupportedRows": 0,
      "conditionalFixedPredictions": true
    },
    {
      "feature": "connectivity_driving",
      "form": "categorical",
      "scenario": "counted_routes",
      "sample": "diagnostic_2024",
      "rows": 6430,
      "lsoas": 6430,
      "zeroRows": 3286,
      "observed": 6863,
      "expected": 6641.6216337331225,
      "baseExpected": 6644.032760936374,
      "oe": 1.0333319750017806,
      "baseDeviance": 10665.127727495616,
      "featureDeviance": 10571.127391624137,
      "gain": 0.008813803104217643,
      "lower95": 0.00231955298494039,
      "upper95": 0.015166941965152926,
      "blocks": 168,
      "unsupportedRows": 0,
      "conditionalFixedPredictions": true
    },
    {
      "feature": "connectivity_driving",
      "form": "categorical",
      "scenario": "counted_routes",
      "sample": "diagnostic_2025",
      "rows": 6060,
      "lsoas": 6060,
      "zeroRows": 3188,
      "observed": 6133,
      "expected": 6527.7583332550785,
      "baseExpected": 6520.340102433249,
      "oe": 0.9395262028552716,
      "baseDeviance": 9570.44385319353,
      "featureDeviance": 9504.921223503301,
      "gain": 0.006846352237714126,
      "lower95": -0.00023104386244263123,
      "upper95": 0.014515789251363305,
      "blocks": 166,
      "unsupportedRows": 0,
      "conditionalFixedPredictions": true
    }
  ],
  "effects": [
    {
      "sample": "development",
      "scenario": "fitted",
      "band": "D1",
      "bandValue": 1,
      "referenceBand": "D5",
      "rows": 6664,
      "lsoas": 3332,
      "collisions": 25266,
      "miles": 136421799771.46478,
      "clusters": 87,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": -0.15141755076075233,
      "rr": 0.8594887435447051,
      "lower95": 0.7301883950114764,
      "upper95": 1.0116853476813272
    },
    {
      "sample": "development",
      "scenario": "fitted",
      "band": "D2",
      "bandValue": 2,
      "referenceBand": "D5",
      "rows": 6646,
      "lsoas": 3323,
      "collisions": 16256,
      "miles": 85246832740.53638,
      "clusters": 113,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": -0.19381838184620587,
      "rr": 0.8238075090815717,
      "lower95": 0.7475186489978856,
      "upper95": 0.9078821149532332
    },
    {
      "sample": "development",
      "scenario": "fitted",
      "band": "D3",
      "bandValue": 3,
      "referenceBand": "D5",
      "rows": 6504,
      "lsoas": 3252,
      "collisions": 13549,
      "miles": 59147461419.80756,
      "clusters": 130,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": -0.12937247644569838,
      "rr": 0.8786466294133194,
      "lower95": 0.8071346160996014,
      "upper95": 0.9564945970352471
    },
    {
      "sample": "development",
      "scenario": "fitted",
      "band": "D4",
      "bandValue": 4,
      "referenceBand": "D5",
      "rows": 6544,
      "lsoas": 3272,
      "collisions": 12585,
      "miles": 48666420674.35997,
      "clusters": 137,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": -0.07929602859770145,
      "rr": 0.9237664226862016,
      "lower95": 0.8772183334629292,
      "upper95": 0.972784506582048
    },
    {
      "sample": "development",
      "scenario": "fitted",
      "band": "D5",
      "bandValue": 5,
      "referenceBand": "D5",
      "rows": 6474,
      "lsoas": 3237,
      "collisions": 13186,
      "miles": 43928834018.93668,
      "clusters": 139,
      "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": 6476,
      "lsoas": 3238,
      "collisions": 14026,
      "miles": 38703618403.20729,
      "clusters": 139,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": 0.08194760070394803,
      "rr": 1.085398934199353,
      "lower95": 1.025060923836445,
      "upper95": 1.1492886119899186
    },
    {
      "sample": "development",
      "scenario": "fitted",
      "band": "D7",
      "bandValue": 7,
      "referenceBand": "D5",
      "rows": 6528,
      "lsoas": 3264,
      "collisions": 16369,
      "miles": 37933991022.06519,
      "clusters": 134,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": 0.18763200861091708,
      "rr": 1.2063894927111645,
      "lower95": 1.1250397742609672,
      "upper95": 1.2936214713652494
    },
    {
      "sample": "development",
      "scenario": "fitted",
      "band": "D8",
      "bandValue": 8,
      "referenceBand": "D5",
      "rows": 6568,
      "lsoas": 3284,
      "collisions": 18185,
      "miles": 35805561445.384964,
      "clusters": 127,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": 0.2419295883576288,
      "rr": 1.2737045060325696,
      "lower95": 1.1542414294604417,
      "upper95": 1.40553191670311
    },
    {
      "sample": "development",
      "scenario": "fitted",
      "band": "D9",
      "bandValue": 9,
      "referenceBand": "D5",
      "rows": 6782,
      "lsoas": 3391,
      "collisions": 23138,
      "miles": 34101498223.379726,
      "clusters": 111,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": 0.34180224730323694,
      "rr": 1.4074819366430869,
      "lower95": 1.24805299945316,
      "upper95": 1.5872766644081306
    },
    {
      "sample": "development",
      "scenario": "fitted",
      "band": "D10",
      "bandValue": 10,
      "referenceBand": "D5",
      "rows": 7030,
      "lsoas": 3515,
      "collisions": 35054,
      "miles": 26505782280.857452,
      "clusters": 79,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": 0.6263196396644343,
      "rr": 1.8707129963437512,
      "lower95": 1.6091703459131133,
      "upper95": 2.1747648554284096
    },
    {
      "sample": "year_2022",
      "scenario": "fitted",
      "band": "D1",
      "bandValue": 1,
      "referenceBand": "D5",
      "rows": 3332,
      "lsoas": 3332,
      "collisions": 12712,
      "miles": 67448998640.29299,
      "clusters": 87,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": -0.1627440672426281,
      "rr": 0.849808654457235,
      "lower95": 0.7303520958532507,
      "upper95": 0.9888035555600329
    },
    {
      "sample": "year_2022",
      "scenario": "fitted",
      "band": "D2",
      "bandValue": 2,
      "referenceBand": "D5",
      "rows": 3323,
      "lsoas": 3323,
      "collisions": 8241,
      "miles": 42056961646.904205,
      "clusters": 113,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": -0.19681253731870105,
      "rr": 0.8213445903407841,
      "lower95": 0.7481547875211167,
      "upper95": 0.901694338302994
    },
    {
      "sample": "year_2022",
      "scenario": "fitted",
      "band": "D3",
      "bandValue": 3,
      "referenceBand": "D5",
      "rows": 3252,
      "lsoas": 3252,
      "collisions": 6895,
      "miles": 29184763081.264503,
      "clusters": 130,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": -0.12812234036868247,
      "rr": 0.87974574414204,
      "lower95": 0.8112504882556445,
      "upper95": 0.9540241707591313
    },
    {
      "sample": "year_2022",
      "scenario": "fitted",
      "band": "D4",
      "bandValue": 4,
      "referenceBand": "D5",
      "rows": 3272,
      "lsoas": 3272,
      "collisions": 6356,
      "miles": 24051376326.197273,
      "clusters": 137,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": -0.09085862822259273,
      "rr": 0.9131467949600665,
      "lower95": 0.8655453312184321,
      "upper95": 0.9633661451007371
    },
    {
      "sample": "year_2022",
      "scenario": "fitted",
      "band": "D5",
      "bandValue": 5,
      "referenceBand": "D5",
      "rows": 3237,
      "lsoas": 3237,
      "collisions": 6760,
      "miles": 21744312072.06159,
      "clusters": 139,
      "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": 3238,
      "lsoas": 3238,
      "collisions": 6954,
      "miles": 19168635701.256607,
      "clusters": 139,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": 0.046892119458955356,
      "rr": 1.0480089432091486,
      "lower95": 0.9834207911539421,
      "upper95": 1.1168390529526926
    },
    {
      "sample": "year_2022",
      "scenario": "fitted",
      "band": "D7",
      "bandValue": 7,
      "referenceBand": "D5",
      "rows": 3264,
      "lsoas": 3264,
      "collisions": 8248,
      "miles": 18786779786.369553,
      "clusters": 134,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": 0.1665964316170092,
      "rr": 1.18127744287212,
      "lower95": 1.0959541284256955,
      "upper95": 1.2732434331379976
    },
    {
      "sample": "year_2022",
      "scenario": "fitted",
      "band": "D8",
      "bandValue": 8,
      "referenceBand": "D5",
      "rows": 3284,
      "lsoas": 3284,
      "collisions": 9270,
      "miles": 17716313460.91335,
      "clusters": 127,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": 0.2344409023384269,
      "rr": 1.2642017588603902,
      "lower95": 1.143626831879971,
      "upper95": 1.397489148167733
    },
    {
      "sample": "year_2022",
      "scenario": "fitted",
      "band": "D9",
      "bandValue": 9,
      "referenceBand": "D5",
      "rows": 3391,
      "lsoas": 3391,
      "collisions": 11716,
      "miles": 16928159612.34083,
      "clusters": 111,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": 0.32747636570039934,
      "rr": 1.387462259211746,
      "lower95": 1.2282609381367868,
      "upper95": 1.5672984957554486
    },
    {
      "sample": "year_2022",
      "scenario": "fitted",
      "band": "D10",
      "bandValue": 10,
      "referenceBand": "D5",
      "rows": 3515,
      "lsoas": 3515,
      "collisions": 17759,
      "miles": 13165899672.399086,
      "clusters": 79,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": 0.6087511767474195,
      "rr": 1.8381344597899887,
      "lower95": 1.5781153143383508,
      "upper95": 2.140995820501255
    },
    {
      "sample": "year_2023",
      "scenario": "fitted",
      "band": "D1",
      "bandValue": 1,
      "referenceBand": "D5",
      "rows": 3332,
      "lsoas": 3332,
      "collisions": 12554,
      "miles": 68972801131.17178,
      "clusters": 87,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": -0.14422698522450117,
      "rr": 0.8656912266388921,
      "lower95": 0.7222878131583635,
      "upper95": 1.037566031472328
    },
    {
      "sample": "year_2023",
      "scenario": "fitted",
      "band": "D2",
      "bandValue": 2,
      "referenceBand": "D5",
      "rows": 3323,
      "lsoas": 3323,
      "collisions": 8015,
      "miles": 43189871093.632164,
      "clusters": 113,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": -0.19246493479507656,
      "rr": 0.8249232437990494,
      "lower95": 0.7411638260297545,
      "upper95": 0.9181483691739519
    },
    {
      "sample": "year_2023",
      "scenario": "fitted",
      "band": "D3",
      "bandValue": 3,
      "referenceBand": "D5",
      "rows": 3252,
      "lsoas": 3252,
      "collisions": 6654,
      "miles": 29962698338.54306,
      "clusters": 130,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": -0.12907828884094721,
      "rr": 0.878905154386206,
      "lower95": 0.7989609225228992,
      "upper95": 0.96684862629749
    },
    {
      "sample": "year_2023",
      "scenario": "fitted",
      "band": "D4",
      "bandValue": 4,
      "referenceBand": "D5",
      "rows": 3272,
      "lsoas": 3272,
      "collisions": 6229,
      "miles": 24615044348.162693,
      "clusters": 137,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": -0.06702018398554996,
      "rr": 0.9351763255608412,
      "lower95": 0.8834604720911785,
      "upper95": 0.9899195125497557
    },
    {
      "sample": "year_2023",
      "scenario": "fitted",
      "band": "D5",
      "bandValue": 5,
      "referenceBand": "D5",
      "rows": 3237,
      "lsoas": 3237,
      "collisions": 6426,
      "miles": 22184521946.8751,
      "clusters": 139,
      "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": 3238,
      "lsoas": 3238,
      "collisions": 7072,
      "miles": 19534982701.950684,
      "clusters": 139,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": 0.11774107666773775,
      "rr": 1.1249527971280728,
      "lower95": 1.0611863068011729,
      "upper95": 1.1925510041502887
    },
    {
      "sample": "year_2023",
      "scenario": "fitted",
      "band": "D7",
      "bandValue": 7,
      "referenceBand": "D5",
      "rows": 3264,
      "lsoas": 3264,
      "collisions": 8121,
      "miles": 19147211235.69564,
      "clusters": 134,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": 0.20890930987850334,
      "rr": 1.232333233011691,
      "lower95": 1.1495078878897018,
      "upper95": 1.32112638215386
    },
    {
      "sample": "year_2023",
      "scenario": "fitted",
      "band": "D8",
      "bandValue": 8,
      "referenceBand": "D5",
      "rows": 3284,
      "lsoas": 3284,
      "collisions": 8915,
      "miles": 18089247984.471615,
      "clusters": 127,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": 0.2506431686533949,
      "rr": 1.2848515272216394,
      "lower95": 1.1594807547262636,
      "upper95": 1.4237782216519146
    },
    {
      "sample": "year_2023",
      "scenario": "fitted",
      "band": "D9",
      "bandValue": 9,
      "referenceBand": "D5",
      "rows": 3391,
      "lsoas": 3391,
      "collisions": 11422,
      "miles": 17173338611.038895,
      "clusters": 111,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": 0.3582870940062867,
      "rr": 1.4308763575429904,
      "lower95": 1.265331746457228,
      "upper95": 1.6180793347736526
    },
    {
      "sample": "year_2023",
      "scenario": "fitted",
      "band": "D10",
      "bandValue": 10,
      "referenceBand": "D5",
      "rows": 3515,
      "lsoas": 3515,
      "collisions": 17295,
      "miles": 13339882608.45837,
      "clusters": 79,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": 0.645729580717358,
      "rr": 1.9073781080464345,
      "lower95": 1.6353678634991449,
      "upper95": 2.224631734703706
    },
    {
      "sample": "region_East Midlands",
      "scenario": "fitted",
      "band": "D1",
      "bandValue": 1,
      "referenceBand": "D5",
      "rows": 650,
      "lsoas": 325,
      "collisions": 3045,
      "miles": 14404439583.195984,
      "clusters": 7,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": true,
      "logEffect": 0.3085946459077335,
      "rr": 1.3615103648340532,
      "lower95": 0.6702934281979386,
      "upper95": 2.7655208831961775
    },
    {
      "sample": "region_East Midlands",
      "scenario": "fitted",
      "band": "D2",
      "bandValue": 2,
      "referenceBand": "D5",
      "rows": 696,
      "lsoas": 348,
      "collisions": 2128,
      "miles": 12049894223.3218,
      "clusters": 8,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": true,
      "logEffect": 0.21389822783560405,
      "rr": 1.238496603899349,
      "lower95": 0.8596257993428486,
      "upper95": 1.784350631452441
    },
    {
      "sample": "region_East Midlands",
      "scenario": "fitted",
      "band": "D3",
      "bandValue": 3,
      "referenceBand": "D5",
      "rows": 668,
      "lsoas": 334,
      "collisions": 1531,
      "miles": 7035528603.307104,
      "clusters": 9,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": true,
      "logEffect": 0.18832494999348143,
      "rr": 1.2072257396157364,
      "lower95": 0.8640421641171117,
      "upper95": 1.6867162818147234
    },
    {
      "sample": "region_East Midlands",
      "scenario": "fitted",
      "band": "D4",
      "bandValue": 4,
      "referenceBand": "D5",
      "rows": 748,
      "lsoas": 374,
      "collisions": 1378,
      "miles": 6625500016.438874,
      "clusters": 10,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": -0.032310361167735335,
      "rr": 0.9682060418858393,
      "lower95": 0.8288031939640623,
      "upper95": 1.1310561377794244
    },
    {
      "sample": "region_East Midlands",
      "scenario": "fitted",
      "band": "D5",
      "bandValue": 5,
      "referenceBand": "D5",
      "rows": 676,
      "lsoas": 338,
      "collisions": 1262,
      "miles": 4937618592.0218525,
      "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": 666,
      "lsoas": 333,
      "collisions": 1229,
      "miles": 4144405323.3476605,
      "clusters": 9,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": true,
      "logEffect": 0.04317797905908811,
      "rr": 1.0441237104700385,
      "lower95": 0.7627194288983945,
      "upper95": 1.4293517136967424
    },
    {
      "sample": "region_East Midlands",
      "scenario": "fitted",
      "band": "D7",
      "bandValue": 7,
      "referenceBand": "D5",
      "rows": 554,
      "lsoas": 277,
      "collisions": 1190,
      "miles": 3228573600.4284487,
      "clusters": 8,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": true,
      "logEffect": 0.15710161786390087,
      "rr": 1.170114512396975,
      "lower95": 0.817333509749435,
      "upper95": 1.6751643677765613
    },
    {
      "sample": "region_East Midlands",
      "scenario": "fitted",
      "band": "D8",
      "bandValue": 8,
      "referenceBand": "D5",
      "rows": 556,
      "lsoas": 278,
      "collisions": 1670,
      "miles": 3140602092.094985,
      "clusters": 8,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": true,
      "logEffect": 0.41611791004814863,
      "rr": 1.516064617584283,
      "lower95": 1.0113276687461288,
      "upper95": 2.2727074475680666
    },
    {
      "sample": "region_East Midlands",
      "scenario": "fitted",
      "band": "D9",
      "bandValue": 9,
      "referenceBand": "D5",
      "rows": 410,
      "lsoas": 205,
      "collisions": 1580,
      "miles": 2103777172.0660987,
      "clusters": 8,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": true,
      "logEffect": 0.5587219852825617,
      "rr": 1.7484365441720615,
      "lower95": 1.0864803589593586,
      "upper95": 2.813700518180001
    },
    {
      "sample": "region_East Midlands",
      "scenario": "fitted",
      "band": "D10",
      "bandValue": 10,
      "referenceBand": "D5",
      "rows": 70,
      "lsoas": 35,
      "collisions": 411,
      "miles": 462860793.77719134,
      "clusters": 4,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": true,
      "logEffect": 0.5030047067541491,
      "rr": 1.6536826446420918,
      "lower95": 0.8408809442443628,
      "upper95": 3.252144441979125
    },
    {
      "sample": "region_East of England",
      "scenario": "fitted",
      "band": "D1",
      "bandValue": 1,
      "referenceBand": "D5",
      "rows": 1266,
      "lsoas": 633,
      "collisions": 4191,
      "miles": 23297653663.82472,
      "clusters": 9,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": true,
      "logEffect": -0.22021250996440134,
      "rr": 0.8023482728410776,
      "lower95": 0.6647735783199997,
      "upper95": 0.9683940095181919
    },
    {
      "sample": "region_East of England",
      "scenario": "fitted",
      "band": "D2",
      "bandValue": 2,
      "referenceBand": "D5",
      "rows": 1256,
      "lsoas": 628,
      "collisions": 2979,
      "miles": 15755959964.136185,
      "clusters": 10,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": -0.31625581623895327,
      "rr": 0.7288729687746098,
      "lower95": 0.6049628449505394,
      "upper95": 0.8781626988245003
    },
    {
      "sample": "region_East of England",
      "scenario": "fitted",
      "band": "D3",
      "bandValue": 3,
      "referenceBand": "D5",
      "rows": 1026,
      "lsoas": 513,
      "collisions": 2162,
      "miles": 9785721521.419903,
      "clusters": 11,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": -0.23124079743334733,
      "rr": 0.793548358619086,
      "lower95": 0.6758581942802712,
      "upper95": 0.9317324296669072
    },
    {
      "sample": "region_East of England",
      "scenario": "fitted",
      "band": "D4",
      "bandValue": 4,
      "referenceBand": "D5",
      "rows": 932,
      "lsoas": 466,
      "collisions": 1943,
      "miles": 7091080737.915222,
      "clusters": 11,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": -0.16434840880405555,
      "rr": 0.8484463641952728,
      "lower95": 0.763374852248734,
      "upper95": 0.942998358926319
    },
    {
      "sample": "region_East of England",
      "scenario": "fitted",
      "band": "D5",
      "bandValue": 5,
      "referenceBand": "D5",
      "rows": 816,
      "lsoas": 408,
      "collisions": 1866,
      "miles": 5800781100.676674,
      "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": 740,
      "lsoas": 370,
      "collisions": 2036,
      "miles": 5100236769.048734,
      "clusters": 11,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": 0.19063547484354934,
      "rr": 1.2100182895724538,
      "lower95": 1.0999603964119524,
      "upper95": 1.3310881608791139
    },
    {
      "sample": "region_East of England",
      "scenario": "fitted",
      "band": "D7",
      "bandValue": 7,
      "referenceBand": "D5",
      "rows": 658,
      "lsoas": 329,
      "collisions": 1874,
      "miles": 4158917333.7681355,
      "clusters": 11,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": 0.2013707558433279,
      "rr": 1.2230781511430007,
      "lower95": 1.0769284901675085,
      "upper95": 1.3890617412960269
    },
    {
      "sample": "region_East of England",
      "scenario": "fitted",
      "band": "D8",
      "bandValue": 8,
      "referenceBand": "D5",
      "rows": 494,
      "lsoas": 247,
      "collisions": 1371,
      "miles": 2579820551.255499,
      "clusters": 10,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": 0.19282352815121906,
      "rr": 1.2126687727350698,
      "lower95": 1.0260206361667088,
      "upper95": 1.4332709309443572
    },
    {
      "sample": "region_East of England",
      "scenario": "fitted",
      "band": "D9",
      "bandValue": 9,
      "referenceBand": "D5",
      "rows": 278,
      "lsoas": 139,
      "collisions": 873,
      "miles": 1214180995.0117009,
      "clusters": 8,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": true,
      "logEffect": 0.37125794423609954,
      "rr": 1.4495569300224869,
      "lower95": 1.2032798908034625,
      "upper95": 1.7462398477989844
    },
    {
      "sample": "region_East of England",
      "scenario": "fitted",
      "band": "D10",
      "bandValue": 10,
      "referenceBand": "D5",
      "rows": 50,
      "lsoas": 25,
      "collisions": 217,
      "miles": 188447362.94323233,
      "clusters": 2,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": true,
      "logEffect": 0.6664839017737219,
      "rr": 1.947378096179282,
      "lower95": 1.623412990424192,
      "upper95": 2.335993041726206
    },
    {
      "sample": "region_London",
      "scenario": "fitted",
      "band": "D1",
      "bandValue": 1,
      "referenceBand": "D5",
      "rows": 0,
      "lsoas": 0,
      "collisions": 0,
      "miles": 0.0,
      "clusters": 0,
      "sourceReportingAreas": null,
      "estimable": false,
      "weakSupport": true,
      "logEffect": null,
      "rr": null,
      "lower95": null,
      "upper95": null
    },
    {
      "sample": "region_London",
      "scenario": "fitted",
      "band": "D2",
      "bandValue": 2,
      "referenceBand": "D5",
      "rows": 12,
      "lsoas": 6,
      "collisions": 41,
      "miles": 114102391.32448572,
      "clusters": 3,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": true,
      "logEffect": -0.0443598577644502,
      "rr": 0.9566096521154224,
      "lower95": 0.6829825793559042,
      "upper95": 1.339861446222228
    },
    {
      "sample": "region_London",
      "scenario": "fitted",
      "band": "D3",
      "bandValue": 3,
      "referenceBand": "D5",
      "rows": 34,
      "lsoas": 17,
      "collisions": 157,
      "miles": 719552648.9476142,
      "clusters": 7,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": true,
      "logEffect": -0.3932784066742346,
      "rr": 0.6748408412359097,
      "lower95": 0.5168070554361908,
      "upper95": 0.881199581564573
    },
    {
      "sample": "region_London",
      "scenario": "fitted",
      "band": "D4",
      "bandValue": 4,
      "referenceBand": "D5",
      "rows": 102,
      "lsoas": 51,
      "collisions": 296,
      "miles": 1368327121.9718454,
      "clusters": 14,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": -0.11676698156578556,
      "rr": 0.8897925070652649,
      "lower95": 0.6757575178921188,
      "upper95": 1.1716195301816608
    },
    {
      "sample": "region_London",
      "scenario": "fitted",
      "band": "D5",
      "bandValue": 5,
      "referenceBand": "D5",
      "rows": 184,
      "lsoas": 92,
      "collisions": 488,
      "miles": 1264339917.9120567,
      "clusters": 16,
      "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": 380,
      "lsoas": 190,
      "collisions": 1199,
      "miles": 2082239445.358761,
      "clusters": 21,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": 0.17724880362255094,
      "rr": 1.19392810981498,
      "lower95": 0.9300644011715603,
      "upper95": 1.5326512116911233
    },
    {
      "sample": "region_London",
      "scenario": "fitted",
      "band": "D7",
      "bandValue": 7,
      "referenceBand": "D5",
      "rows": 756,
      "lsoas": 378,
      "collisions": 2339,
      "miles": 3778701073.259349,
      "clusters": 24,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": 0.25434030281624265,
      "rr": 1.2896105877188049,
      "lower95": 1.0584446280851065,
      "upper95": 1.5712635539236885
    },
    {
      "sample": "region_London",
      "scenario": "fitted",
      "band": "D8",
      "bandValue": 8,
      "referenceBand": "D5",
      "rows": 1262,
      "lsoas": 631,
      "collisions": 4127,
      "miles": 5654446287.438215,
      "clusters": 26,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": 0.2883849010677286,
      "rr": 1.3342707675438028,
      "lower95": 1.074336521276602,
      "upper95": 1.6570957478076578
    },
    {
      "sample": "region_London",
      "scenario": "fitted",
      "band": "D9",
      "bandValue": 9,
      "referenceBand": "D5",
      "rows": 2466,
      "lsoas": 1233,
      "collisions": 9391,
      "miles": 9640363627.842468,
      "clusters": 30,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": 0.4623952593513626,
      "rr": 1.5878728007785705,
      "lower95": 1.335090677974589,
      "upper95": 1.8885159435592815
    },
    {
      "sample": "region_London",
      "scenario": "fitted",
      "band": "D10",
      "bandValue": 10,
      "referenceBand": "D5",
      "rows": 4788,
      "lsoas": 2394,
      "collisions": 26723,
      "miles": 13664127485.945204,
      "clusters": 32,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": 0.8068414098304519,
      "rr": 2.240818968153561,
      "lower95": 1.7800389438587982,
      "upper95": 2.8208762877690736
    },
    {
      "sample": "region_North East",
      "scenario": "fitted",
      "band": "D1",
      "bandValue": 1,
      "referenceBand": "D5",
      "rows": 166,
      "lsoas": 83,
      "collisions": 561,
      "miles": 4408237622.005166,
      "clusters": 8,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": true,
      "logEffect": -0.19907776579224526,
      "rr": 0.8194861628642434,
      "lower95": 0.5446652373537599,
      "upper95": 1.2329730723934282
    },
    {
      "sample": "region_North East",
      "scenario": "fitted",
      "band": "D2",
      "bandValue": 2,
      "referenceBand": "D5",
      "rows": 250,
      "lsoas": 125,
      "collisions": 394,
      "miles": 2711573203.9796925,
      "clusters": 9,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": true,
      "logEffect": -0.2623851752818565,
      "rr": 0.7692146841571262,
      "lower95": 0.6536593842140218,
      "upper95": 0.9051980964587748
    },
    {
      "sample": "region_North East",
      "scenario": "fitted",
      "band": "D3",
      "bandValue": 3,
      "referenceBand": "D5",
      "rows": 382,
      "lsoas": 191,
      "collisions": 455,
      "miles": 2517307757.1005735,
      "clusters": 12,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": -0.18493618559982555,
      "rr": 0.8311573219657618,
      "lower95": 0.6863900385760204,
      "upper95": 1.0064576334622688
    },
    {
      "sample": "region_North East",
      "scenario": "fitted",
      "band": "D4",
      "bandValue": 4,
      "referenceBand": "D5",
      "rows": 454,
      "lsoas": 227,
      "collisions": 629,
      "miles": 2832687095.2400093,
      "clusters": 12,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": -0.06917402407143247,
      "rr": 0.9331642729011471,
      "lower95": 0.7998307926294518,
      "upper95": 1.0887247255839918
    },
    {
      "sample": "region_North East",
      "scenario": "fitted",
      "band": "D5",
      "bandValue": 5,
      "referenceBand": "D5",
      "rows": 480,
      "lsoas": 240,
      "collisions": 750,
      "miles": 3192114529.6667233,
      "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": 422,
      "lsoas": 211,
      "collisions": 569,
      "miles": 2256097455.7513103,
      "clusters": 12,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": 0.0652336000451961,
      "rr": 1.0674083418996778,
      "lower95": 0.8640157783743437,
      "upper95": 1.318680279775377
    },
    {
      "sample": "region_North East",
      "scenario": "fitted",
      "band": "D7",
      "bandValue": 7,
      "referenceBand": "D5",
      "rows": 468,
      "lsoas": 234,
      "collisions": 877,
      "miles": 2929801505.924363,
      "clusters": 12,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": 0.20109318061739942,
      "rr": 1.2227387020623761,
      "lower95": 1.070968941672408,
      "upper95": 1.3960161451428044
    },
    {
      "sample": "region_North East",
      "scenario": "fitted",
      "band": "D8",
      "bandValue": 8,
      "referenceBand": "D5",
      "rows": 420,
      "lsoas": 210,
      "collisions": 871,
      "miles": 2217901497.1571474,
      "clusters": 11,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": 0.28096228678625457,
      "rr": 1.3244036554752605,
      "lower95": 1.0769330638336607,
      "upper95": 1.6287410067921886
    },
    {
      "sample": "region_North East",
      "scenario": "fitted",
      "band": "D9",
      "bandValue": 9,
      "referenceBand": "D5",
      "rows": 290,
      "lsoas": 145,
      "collisions": 962,
      "miles": 1752200442.232134,
      "clusters": 8,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": true,
      "logEffect": 0.5363658008655962,
      "rr": 1.7097818698139489,
      "lower95": 1.2618396582429603,
      "upper95": 2.316739708763859
    },
    {
      "sample": "region_North East",
      "scenario": "fitted",
      "band": "D10",
      "bandValue": 10,
      "referenceBand": "D5",
      "rows": 32,
      "lsoas": 16,
      "collisions": 75,
      "miles": 127878890.94288208,
      "clusters": 4,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": true,
      "logEffect": 0.645581342624978,
      "rr": 1.9070953829100856,
      "lower95": 1.42239162668328,
      "upper95": 2.5569700575345196
    },
    {
      "sample": "region_North West",
      "scenario": "fitted",
      "band": "D1",
      "bandValue": 1,
      "referenceBand": "D5",
      "rows": 440,
      "lsoas": 220,
      "collisions": 1804,
      "miles": 10968870228.604881,
      "clusters": 8,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": true,
      "logEffect": 0.06852260667372359,
      "rr": 1.0709248347256481,
      "lower95": 0.7330173786457739,
      "upper95": 1.5646013792346658
    },
    {
      "sample": "region_North West",
      "scenario": "fitted",
      "band": "D2",
      "bandValue": 2,
      "referenceBand": "D5",
      "rows": 450,
      "lsoas": 225,
      "collisions": 1283,
      "miles": 6980232113.801746,
      "clusters": 15,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": 0.07135778871379775,
      "rr": 1.0739654098385643,
      "lower95": 0.8393396549094417,
      "upper95": 1.374177539191995
    },
    {
      "sample": "region_North West",
      "scenario": "fitted",
      "band": "D3",
      "bandValue": 3,
      "referenceBand": "D5",
      "rows": 490,
      "lsoas": 245,
      "collisions": 1013,
      "miles": 5186760994.804361,
      "clusters": 19,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": -0.004492557517044234,
      "rr": 0.9955175189241663,
      "lower95": 0.7693946878604285,
      "upper95": 1.288097183567648
    },
    {
      "sample": "region_North West",
      "scenario": "fitted",
      "band": "D4",
      "bandValue": 4,
      "referenceBand": "D5",
      "rows": 656,
      "lsoas": 328,
      "collisions": 1171,
      "miles": 4879578213.419022,
      "clusters": 22,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": 0.05804738566404717,
      "rr": 1.0597652121988215,
      "lower95": 0.8805849088462687,
      "upper95": 1.2754048970226932
    },
    {
      "sample": "region_North West",
      "scenario": "fitted",
      "band": "D5",
      "bandValue": 5,
      "referenceBand": "D5",
      "rows": 866,
      "lsoas": 433,
      "collisions": 1448,
      "miles": 6169075933.919828,
      "clusters": 22,
      "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": 966,
      "lsoas": 483,
      "collisions": 1510,
      "miles": 5523502656.761215,
      "clusters": 22,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": 0.06216866054669302,
      "rr": 1.0641418083325456,
      "lower95": 0.9540774089736965,
      "upper95": 1.1869034709242132
    },
    {
      "sample": "region_North West",
      "scenario": "fitted",
      "band": "D7",
      "bandValue": 7,
      "referenceBand": "D5",
      "rows": 1074,
      "lsoas": 537,
      "collisions": 1990,
      "miles": 6823534038.392375,
      "clusters": 22,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": 0.09440623436371119,
      "rr": 1.0990061092944878,
      "lower95": 0.9665355742453587,
      "upper95": 1.2496326679021952
    },
    {
      "sample": "region_North West",
      "scenario": "fitted",
      "band": "D8",
      "bandValue": 8,
      "referenceBand": "D5",
      "rows": 1398,
      "lsoas": 699,
      "collisions": 2579,
      "miles": 7984800686.634326,
      "clusters": 22,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": 0.05831049348863668,
      "rr": 1.060044081403105,
      "lower95": 0.8971982415238824,
      "upper95": 1.2524472324078233
    },
    {
      "sample": "region_North West",
      "scenario": "fitted",
      "band": "D9",
      "bandValue": 9,
      "referenceBand": "D5",
      "rows": 1510,
      "lsoas": 755,
      "collisions": 3370,
      "miles": 9004029589.042664,
      "clusters": 22,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": 0.10620168919343038,
      "rr": 1.1120461415792022,
      "lower95": 0.8970618991855667,
      "upper95": 1.3785521624805712
    },
    {
      "sample": "region_North West",
      "scenario": "fitted",
      "band": "D10",
      "bandValue": 10,
      "referenceBand": "D5",
      "rows": 1284,
      "lsoas": 642,
      "collisions": 3612,
      "miles": 7518915544.61958,
      "clusters": 19,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": 0.08882716266400711,
      "rr": 1.0928917475033846,
      "lower95": 0.7929177486100782,
      "upper95": 1.5063509094792134
    },
    {
      "sample": "region_South East",
      "scenario": "fitted",
      "band": "D1",
      "bandValue": 1,
      "referenceBand": "D5",
      "rows": 1046,
      "lsoas": 523,
      "collisions": 4750,
      "miles": 21626220748.062298,
      "clusters": 13,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": -0.0734035016242286,
      "rr": 0.9292258102466262,
      "lower95": 0.7441873404554238,
      "upper95": 1.1602731724784288
    },
    {
      "sample": "region_South East",
      "scenario": "fitted",
      "band": "D2",
      "bandValue": 2,
      "referenceBand": "D5",
      "rows": 1414,
      "lsoas": 707,
      "collisions": 4413,
      "miles": 19985292999.180832,
      "clusters": 17,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": -0.13488561402870008,
      "rr": 0.8738158582473662,
      "lower95": 0.7457241425983002,
      "upper95": 1.0239096611035772
    },
    {
      "sample": "region_South East",
      "scenario": "fitted",
      "band": "D3",
      "bandValue": 3,
      "referenceBand": "D5",
      "rows": 1456,
      "lsoas": 728,
      "collisions": 3607,
      "miles": 13988562910.86562,
      "clusters": 17,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": -0.10594704896548329,
      "rr": 0.8994722748024406,
      "lower95": 0.752809888583637,
      "upper95": 1.074707420037286
    },
    {
      "sample": "region_South East",
      "scenario": "fitted",
      "band": "D4",
      "bandValue": 4,
      "referenceBand": "D5",
      "rows": 1388,
      "lsoas": 694,
      "collisions": 3326,
      "miles": 11082448882.518091,
      "clusters": 17,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": -0.05187284865826055,
      "rr": 0.9494495829565059,
      "lower95": 0.8431911470622195,
      "upper95": 1.0690986423624822
    },
    {
      "sample": "region_South East",
      "scenario": "fitted",
      "band": "D5",
      "bandValue": 5,
      "referenceBand": "D5",
      "rows": 1376,
      "lsoas": 688,
      "collisions": 3240,
      "miles": 8649535909.985628,
      "clusters": 17,
      "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": 1364,
      "lsoas": 682,
      "collisions": 3520,
      "miles": 8406183284.367273,
      "clusters": 17,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": 0.05667547640684524,
      "rr": 1.0583123073484326,
      "lower95": 0.9681636355515482,
      "upper95": 1.1568549971897075
    },
    {
      "sample": "region_South East",
      "scenario": "fitted",
      "band": "D7",
      "bandValue": 7,
      "referenceBand": "D5",
      "rows": 1152,
      "lsoas": 576,
      "collisions": 3557,
      "miles": 6212607206.666731,
      "clusters": 17,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": 0.21103534803188814,
      "rr": 1.2349560075542105,
      "lower95": 1.072302845421162,
      "upper95": 1.4222813518649426
    },
    {
      "sample": "region_South East",
      "scenario": "fitted",
      "band": "D8",
      "bandValue": 8,
      "referenceBand": "D5",
      "rows": 852,
      "lsoas": 426,
      "collisions": 3247,
      "miles": 4307353999.790857,
      "clusters": 16,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": 0.38392482664177996,
      "rr": 1.4680350804069484,
      "lower95": 1.2066537869693532,
      "upper95": 1.7860359123541805
    },
    {
      "sample": "region_South East",
      "scenario": "fitted",
      "band": "D9",
      "bandValue": 9,
      "referenceBand": "D5",
      "rows": 378,
      "lsoas": 189,
      "collisions": 1637,
      "miles": 2013336603.816711,
      "clusters": 12,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": 0.35802627226637546,
      "rr": 1.430503202547401,
      "lower95": 1.1403741593625965,
      "upper95": 1.7944456174297712
    },
    {
      "sample": "region_South East",
      "scenario": "fitted",
      "band": "D10",
      "bandValue": 10,
      "referenceBand": "D5",
      "rows": 48,
      "lsoas": 24,
      "collisions": 248,
      "miles": 210157454.7459597,
      "clusters": 5,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": true,
      "logEffect": 0.7822224825318236,
      "rr": 2.186325941108693,
      "lower95": 1.6822993050545476,
      "upper95": 2.8413618827535703
    },
    {
      "sample": "region_South West",
      "scenario": "fitted",
      "band": "D1",
      "bandValue": 1,
      "referenceBand": "D5",
      "rows": 1210,
      "lsoas": 605,
      "collisions": 4882,
      "miles": 24801189088.769062,
      "clusters": 7,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": true,
      "logEffect": -0.6482952511484122,
      "rr": 0.5229364927072045,
      "lower95": 0.4141391795730657,
      "upper95": 0.660315635161164
    },
    {
      "sample": "region_South West",
      "scenario": "fitted",
      "band": "D2",
      "bandValue": 2,
      "referenceBand": "D5",
      "rows": 1070,
      "lsoas": 535,
      "collisions": 2181,
      "miles": 9333516914.889444,
      "clusters": 9,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": true,
      "logEffect": -0.5687743955566401,
      "rr": 0.5662189741032628,
      "lower95": 0.4439393495908609,
      "upper95": 0.7221795655871086
    },
    {
      "sample": "region_South West",
      "scenario": "fitted",
      "band": "D3",
      "bandValue": 3,
      "referenceBand": "D5",
      "rows": 896,
      "lsoas": 448,
      "collisions": 1698,
      "miles": 5209520460.538446,
      "clusters": 9,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": true,
      "logEffect": -0.3882070675653091,
      "rr": 0.67827188061504,
      "lower95": 0.5398665607521836,
      "upper95": 0.8521601030300565
    },
    {
      "sample": "region_South West",
      "scenario": "fitted",
      "band": "D4",
      "bandValue": 4,
      "referenceBand": "D5",
      "rows": 574,
      "lsoas": 287,
      "collisions": 1177,
      "miles": 3024832632.7746744,
      "clusters": 9,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": true,
      "logEffect": -0.2040038965045541,
      "rr": 0.8154591937406401,
      "lower95": 0.6683544673404379,
      "upper95": 0.994941650202839
    },
    {
      "sample": "region_South West",
      "scenario": "fitted",
      "band": "D5",
      "bandValue": 5,
      "referenceBand": "D5",
      "rows": 370,
      "lsoas": 185,
      "collisions": 1026,
      "miles": 1893864760.1446965,
      "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": 280,
      "lsoas": 140,
      "collisions": 764,
      "miles": 1263960580.8489928,
      "clusters": 7,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": true,
      "logEffect": 1.4191286529133495e-05,
      "rr": 1.000014191387226,
      "lower95": 0.7731128938995383,
      "upper95": 1.2935088663852958
    },
    {
      "sample": "region_South West",
      "scenario": "fitted",
      "band": "D7",
      "bandValue": 7,
      "referenceBand": "D5",
      "rows": 214,
      "lsoas": 107,
      "collisions": 713,
      "miles": 911720364.8897302,
      "clusters": 6,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": true,
      "logEffect": 0.16108957386653538,
      "rr": 1.1747901946011592,
      "lower95": 0.9107566660324782,
      "upper95": 1.5153685422290535
    },
    {
      "sample": "region_South West",
      "scenario": "fitted",
      "band": "D8",
      "bandValue": 8,
      "referenceBand": "D5",
      "rows": 94,
      "lsoas": 47,
      "collisions": 333,
      "miles": 406639166.40861624,
      "clusters": 6,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": true,
      "logEffect": 0.2527188457349852,
      "rr": 1.2875212338558557,
      "lower95": 1.0110661049474339,
      "upper95": 1.6395673037777199
    },
    {
      "sample": "region_South West",
      "scenario": "fitted",
      "band": "D9",
      "bandValue": 9,
      "referenceBand": "D5",
      "rows": 28,
      "lsoas": 14,
      "collisions": 183,
      "miles": 146956030.73633727,
      "clusters": 3,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": true,
      "logEffect": 0.4856618427029117,
      "rr": 1.625250313023945,
      "lower95": 1.0499015117139794,
      "upper95": 2.515891777003201
    },
    {
      "sample": "region_South West",
      "scenario": "fitted",
      "band": "D10",
      "bandValue": 10,
      "referenceBand": "D5",
      "rows": 0,
      "lsoas": 0,
      "collisions": 0,
      "miles": 0.0,
      "clusters": 0,
      "sourceReportingAreas": null,
      "estimable": false,
      "weakSupport": true,
      "logEffect": null,
      "rr": null,
      "lower95": null,
      "upper95": null
    },
    {
      "sample": "region_Wales",
      "scenario": "fitted",
      "band": "D1",
      "bandValue": 1,
      "referenceBand": "D5",
      "rows": 876,
      "lsoas": 438,
      "collisions": 2429,
      "miles": 12787883741.971518,
      "clusters": 22,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": 0.19037747903034843,
      "rr": 1.2097061501869062,
      "lower95": 0.7778353199945187,
      "upper95": 1.8813609155860114
    },
    {
      "sample": "region_Wales",
      "scenario": "fitted",
      "band": "D2",
      "bandValue": 2,
      "referenceBand": "D5",
      "rows": 636,
      "lsoas": 318,
      "collisions": 925,
      "miles": 6582233190.845561,
      "clusters": 22,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": -0.0237443629964933,
      "rr": 0.9765353164143078,
      "lower95": 0.7014857351025997,
      "upper95": 1.3594306719079825
    },
    {
      "sample": "region_Wales",
      "scenario": "fitted",
      "band": "D3",
      "bandValue": 3,
      "referenceBand": "D5",
      "rows": 588,
      "lsoas": 294,
      "collisions": 736,
      "miles": 5125238378.404322,
      "clusters": 21,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": -0.13219249421359366,
      "rr": 0.8761723207436233,
      "lower95": 0.7266190881986766,
      "upper95": 1.056506700836028
    },
    {
      "sample": "region_Wales",
      "scenario": "fitted",
      "band": "D4",
      "bandValue": 4,
      "referenceBand": "D5",
      "rows": 580,
      "lsoas": 290,
      "collisions": 694,
      "miles": 4146341011.6470723,
      "clusters": 18,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": -0.08707675275455108,
      "rr": 0.9166067408410251,
      "lower95": 0.7761196727400643,
      "upper95": 1.0825236711099226
    },
    {
      "sample": "region_Wales",
      "scenario": "fitted",
      "band": "D5",
      "bandValue": 5,
      "referenceBand": "D5",
      "rows": 442,
      "lsoas": 221,
      "collisions": 561,
      "miles": 3340646451.4994802,
      "clusters": 17,
      "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": 302,
      "lsoas": 151,
      "collisions": 406,
      "miles": 2009892509.0705726,
      "clusters": 16,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": -0.012588752013156712,
      "rr": 0.9874901548653592,
      "lower95": 0.7983287010356909,
      "upper95": 1.2214728152588563
    },
    {
      "sample": "region_Wales",
      "scenario": "fitted",
      "band": "D7",
      "bandValue": 7,
      "referenceBand": "D5",
      "rows": 182,
      "lsoas": 91,
      "collisions": 312,
      "miles": 1126143649.494383,
      "clusters": 13,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": 0.25127831638135095,
      "rr": 1.2856678569674636,
      "lower95": 0.9442314563498462,
      "upper95": 1.7505684939041901
    },
    {
      "sample": "region_Wales",
      "scenario": "fitted",
      "band": "D8",
      "bandValue": 8,
      "referenceBand": "D5",
      "rows": 122,
      "lsoas": 61,
      "collisions": 205,
      "miles": 840911152.5813007,
      "clusters": 9,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": true,
      "logEffect": 0.09021674843358406,
      "rr": 1.0944114699712186,
      "lower95": 0.8058265086636571,
      "upper95": 1.4863453270987954
    },
    {
      "sample": "region_Wales",
      "scenario": "fitted",
      "band": "D9",
      "bandValue": 9,
      "referenceBand": "D5",
      "rows": 82,
      "lsoas": 41,
      "collisions": 165,
      "miles": 593961941.5630366,
      "clusters": 4,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": true,
      "logEffect": 0.03624556409012938,
      "rr": 1.0369104431992697,
      "lower95": 0.7697507927205127,
      "upper95": 1.3967939720019127
    },
    {
      "sample": "region_Wales",
      "scenario": "fitted",
      "band": "D10",
      "bandValue": 10,
      "referenceBand": "D5",
      "rows": 22,
      "lsoas": 11,
      "collisions": 26,
      "miles": 99247972.92275532,
      "clusters": 1,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": true,
      "logEffect": -0.20777949478679641,
      "rr": 0.8123861523449744,
      "lower95": 0.5687329768177335,
      "upper95": 1.1604237619816762
    },
    {
      "sample": "region_West Midlands",
      "scenario": "fitted",
      "band": "D1",
      "bandValue": 1,
      "referenceBand": "D5",
      "rows": 476,
      "lsoas": 238,
      "collisions": 1530,
      "miles": 11593675328.451288,
      "clusters": 5,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": true,
      "logEffect": -0.3452822561850875,
      "rr": 0.7080204821014204,
      "lower95": 0.4763942310732238,
      "upper95": 1.0522650577564971
    },
    {
      "sample": "region_West Midlands",
      "scenario": "fitted",
      "band": "D2",
      "bandValue": 2,
      "referenceBand": "D5",
      "rows": 324,
      "lsoas": 162,
      "collisions": 771,
      "miles": 5989360654.779121,
      "clusters": 7,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": true,
      "logEffect": -0.3290832979256992,
      "rr": 0.7195830744731047,
      "lower95": 0.5515721147222985,
      "upper95": 0.9387708102844607
    },
    {
      "sample": "region_West Midlands",
      "scenario": "fitted",
      "band": "D3",
      "bandValue": 3,
      "referenceBand": "D5",
      "rows": 314,
      "lsoas": 157,
      "collisions": 577,
      "miles": 4013999337.0549607,
      "clusters": 12,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": -0.27704217264273673,
      "rr": 0.7580225286231292,
      "lower95": 0.6149052212601923,
      "upper95": 0.9344499510389846
    },
    {
      "sample": "region_West Midlands",
      "scenario": "fitted",
      "band": "D4",
      "bandValue": 4,
      "referenceBand": "D5",
      "rows": 430,
      "lsoas": 215,
      "collisions": 557,
      "miles": 3088826012.8805695,
      "clusters": 11,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": -0.25481649600818507,
      "rr": 0.7750587112797368,
      "lower95": 0.6867314103472659,
      "upper95": 0.874746657687955
    },
    {
      "sample": "region_West Midlands",
      "scenario": "fitted",
      "band": "D5",
      "bandValue": 5,
      "referenceBand": "D5",
      "rows": 544,
      "lsoas": 272,
      "collisions": 783,
      "miles": 3185840030.038172,
      "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": 696,
      "lsoas": 348,
      "collisions": 1099,
      "miles": 4210697588.112156,
      "clusters": 11,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": 0.15590634458392172,
      "rr": 1.1687167413114197,
      "lower95": 1.0133037898432544,
      "upper95": 1.3479657681265276
    },
    {
      "sample": "region_West Midlands",
      "scenario": "fitted",
      "band": "D7",
      "bandValue": 7,
      "referenceBand": "D5",
      "rows": 854,
      "lsoas": 427,
      "collisions": 1673,
      "miles": 4528250691.331756,
      "clusters": 10,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": 0.36729179759009356,
      "rr": 1.4438191606051587,
      "lower95": 1.2147685016175156,
      "upper95": 1.7160584636124772
    },
    {
      "sample": "region_West Midlands",
      "scenario": "fitted",
      "band": "D8",
      "bandValue": 8,
      "referenceBand": "D5",
      "rows": 826,
      "lsoas": 413,
      "collisions": 2113,
      "miles": 5405701364.381159,
      "clusters": 9,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": true,
      "logEffect": 0.5289907152750398,
      "rr": 1.697218467213181,
      "lower95": 1.383482047098032,
      "upper95": 2.0821018469243255
    },
    {
      "sample": "region_West Midlands",
      "scenario": "fitted",
      "band": "D9",
      "bandValue": 9,
      "referenceBand": "D5",
      "rows": 800,
      "lsoas": 400,
      "collisions": 2869,
      "miles": 4875037451.438896,
      "clusters": 9,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": true,
      "logEffect": 0.7520213904969233,
      "rr": 2.1212836282956395,
      "lower95": 1.710610429267163,
      "upper95": 2.6305488115157094
    },
    {
      "sample": "region_West Midlands",
      "scenario": "fitted",
      "band": "D10",
      "bandValue": 10,
      "referenceBand": "D5",
      "rows": 490,
      "lsoas": 245,
      "collisions": 2313,
      "miles": 2850011541.5319223,
      "clusters": 7,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": true,
      "logEffect": 0.9663189572568293,
      "rr": 2.628251923309442,
      "lower95": 2.011586408407827,
      "upper95": 3.433960452062926
    },
    {
      "sample": "region_Yorkshire and The Humber",
      "scenario": "fitted",
      "band": "D1",
      "bandValue": 1,
      "referenceBand": "D5",
      "rows": 534,
      "lsoas": 267,
      "collisions": 2074,
      "miles": 12533629766.579863,
      "clusters": 8,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": true,
      "logEffect": -0.37365701882136526,
      "rr": 0.6882129154311553,
      "lower95": 0.4740396415045588,
      "upper95": 0.999150652175353
    },
    {
      "sample": "region_Yorkshire and The Humber",
      "scenario": "fitted",
      "band": "D2",
      "bandValue": 2,
      "referenceBand": "D5",
      "rows": 538,
      "lsoas": 269,
      "collisions": 1141,
      "miles": 5744667084.277506,
      "clusters": 13,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": -0.33158364170381566,
      "rr": 0.7177861168520843,
      "lower95": 0.623989227374452,
      "upper95": 0.8256823787062202
    },
    {
      "sample": "region_Yorkshire and The Humber",
      "scenario": "fitted",
      "band": "D3",
      "bandValue": 3,
      "referenceBand": "D5",
      "rows": 650,
      "lsoas": 325,
      "collisions": 1613,
      "miles": 5565268807.364664,
      "clusters": 13,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": -0.05774495001514772,
      "rr": 0.9438906560366557,
      "lower95": 0.8458614201929401,
      "upper95": 1.0532807730491929
    },
    {
      "sample": "region_Yorkshire and The Humber",
      "scenario": "fitted",
      "band": "D4",
      "bandValue": 4,
      "referenceBand": "D5",
      "rows": 680,
      "lsoas": 340,
      "collisions": 1414,
      "miles": 4526798949.554586,
      "clusters": 13,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": -0.03701696623370453,
      "rr": 0.9636597855332234,
      "lower95": 0.8788299021897427,
      "upper95": 1.0566779531967283
    },
    {
      "sample": "region_Yorkshire and The Humber",
      "scenario": "fitted",
      "band": "D5",
      "bandValue": 5,
      "referenceBand": "D5",
      "rows": 720,
      "lsoas": 360,
      "collisions": 1762,
      "miles": 5495016793.071575,
      "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": 660,
      "lsoas": 330,
      "collisions": 1694,
      "miles": 3706402790.540619,
      "clusters": 13,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": 0.1457034813147762,
      "rr": 1.1568531086258131,
      "lower95": 0.9965028048454876,
      "upper95": 1.3430058685531934
    },
    {
      "sample": "region_Yorkshire and The Humber",
      "scenario": "fitted",
      "band": "D7",
      "bandValue": 7,
      "referenceBand": "D5",
      "rows": 616,
      "lsoas": 308,
      "collisions": 1844,
      "miles": 4235741557.909923,
      "clusters": 11,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": 0.21494394847009607,
      "rr": 1.2397924027575138,
      "lower95": 1.0268468699896787,
      "upper95": 1.4968981713414578
    },
    {
      "sample": "region_Yorkshire and The Humber",
      "scenario": "fitted",
      "band": "D8",
      "bandValue": 8,
      "referenceBand": "D5",
      "rows": 544,
      "lsoas": 272,
      "collisions": 1669,
      "miles": 3267384647.642857,
      "clusters": 10,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": 0.14687772269146881,
      "rr": 1.1582123312842802,
      "lower95": 0.9117248823392242,
      "upper95": 1.471338372269908
    },
    {
      "sample": "region_Yorkshire and The Humber",
      "scenario": "fitted",
      "band": "D9",
      "bandValue": 9,
      "referenceBand": "D5",
      "rows": 540,
      "lsoas": 270,
      "collisions": 2108,
      "miles": 2757654369.6296806,
      "clusters": 7,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": true,
      "logEffect": 0.3103011088117365,
      "rr": 1.3638357152628928,
      "lower95": 0.9981623793644471,
      "upper95": 1.8634722132194381
    },
    {
      "sample": "region_Yorkshire and The Humber",
      "scenario": "fitted",
      "band": "D10",
      "bandValue": 10,
      "referenceBand": "D5",
      "rows": 246,
      "lsoas": 123,
      "collisions": 1429,
      "miles": 1384135233.4287276,
      "clusters": 5,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": true,
      "logEffect": 0.5720252217847296,
      "rr": 1.771851813131011,
      "lower95": 1.3010039814564585,
      "upper95": 2.4131047194652426
    },
    {
      "sample": "urbanRural_Rural",
      "scenario": "fitted",
      "band": "D1",
      "bandValue": 1,
      "referenceBand": "D5",
      "rows": 6160,
      "lsoas": 3080,
      "collisions": 24031,
      "miles": 130529410260.88362,
      "clusters": 82,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": -0.08033189327075872,
      "rr": 0.922810021119602,
      "lower95": 0.7608708644031731,
      "upper95": 1.119215329327583
    },
    {
      "sample": "urbanRural_Rural",
      "scenario": "fitted",
      "band": "D2",
      "bandValue": 2,
      "referenceBand": "D5",
      "rows": 2894,
      "lsoas": 1447,
      "collisions": 9380,
      "miles": 53316529930.42345,
      "clusters": 84,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": -0.08912211469741194,
      "rr": 0.9147338643048669,
      "lower95": 0.7757611435980243,
      "upper95": 1.078602672241711
    },
    {
      "sample": "urbanRural_Rural",
      "scenario": "fitted",
      "band": "D3",
      "bandValue": 3,
      "referenceBand": "D5",
      "rows": 1242,
      "lsoas": 621,
      "collisions": 3453,
      "miles": 19250854175.370533,
      "clusters": 74,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": -0.012863395982622042,
      "rr": 0.9872189838888603,
      "lower95": 0.8363803116273885,
      "upper95": 1.1652609567700387
    },
    {
      "sample": "urbanRural_Rural",
      "scenario": "fitted",
      "band": "D4",
      "bandValue": 4,
      "referenceBand": "D5",
      "rows": 588,
      "lsoas": 294,
      "collisions": 1437,
      "miles": 7417127659.33364,
      "clusters": 55,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": 0.010359445309910705,
      "rr": 1.0104132901370304,
      "lower95": 0.8440565240473018,
      "upper95": 1.2095576395643435
    },
    {
      "sample": "urbanRural_Rural",
      "scenario": "fitted",
      "band": "D5",
      "bandValue": 5,
      "referenceBand": "D5",
      "rows": 262,
      "lsoas": 131,
      "collisions": 719,
      "miles": 3800916870.9401608,
      "clusters": 42,
      "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": 90,
      "lsoas": 45,
      "collisions": 201,
      "miles": 803531179.0588151,
      "clusters": 20,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": true,
      "logEffect": 0.17855368331537744,
      "rr": 1.1954870592597053,
      "lower95": 0.907073558914529,
      "upper95": 1.5756046406729032
    },
    {
      "sample": "urbanRural_Rural",
      "scenario": "fitted",
      "band": "D7",
      "bandValue": 7,
      "referenceBand": "D5",
      "rows": 48,
      "lsoas": 24,
      "collisions": 165,
      "miles": 766400977.3313645,
      "clusters": 11,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": true,
      "logEffect": 0.1575964185890044,
      "rr": 1.1706936291680468,
      "lower95": 0.8176066382467215,
      "upper95": 1.6762627763316695
    },
    {
      "sample": "urbanRural_Rural",
      "scenario": "fitted",
      "band": "D8",
      "bandValue": 8,
      "referenceBand": "D5",
      "rows": 16,
      "lsoas": 8,
      "collisions": 56,
      "miles": 179727414.87326646,
      "clusters": 6,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": true,
      "logEffect": 0.24833056444182944,
      "rr": 1.2818836073033386,
      "lower95": 0.7498842123688778,
      "upper95": 2.1913057450324027
    },
    {
      "sample": "urbanRural_Rural",
      "scenario": "fitted",
      "band": "D9",
      "bandValue": 9,
      "referenceBand": "D5",
      "rows": 0,
      "lsoas": 0,
      "collisions": 0,
      "miles": 0.0,
      "clusters": 0,
      "sourceReportingAreas": null,
      "estimable": false,
      "weakSupport": true,
      "logEffect": null,
      "rr": null,
      "lower95": null,
      "upper95": null
    },
    {
      "sample": "urbanRural_Rural",
      "scenario": "fitted",
      "band": "D10",
      "bandValue": 10,
      "referenceBand": "D5",
      "rows": 2,
      "lsoas": 1,
      "collisions": 4,
      "miles": 30889979.125354163,
      "clusters": 1,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": true,
      "logEffect": -0.5495793438228901,
      "rr": 0.5771925589353656,
      "lower95": 0.4492584874254658,
      "upper95": 0.7415580549173864
    },
    {
      "sample": "urbanRural_Urban",
      "scenario": "fitted",
      "band": "D1",
      "bandValue": 1,
      "referenceBand": "D5",
      "rows": 504,
      "lsoas": 252,
      "collisions": 1235,
      "miles": 5892389510.581152,
      "clusters": 53,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": -0.1482290468592928,
      "rr": 0.862233600424715,
      "lower95": 0.6982751317814536,
      "upper95": 1.0646903317388243
    },
    {
      "sample": "urbanRural_Urban",
      "scenario": "fitted",
      "band": "D2",
      "bandValue": 2,
      "referenceBand": "D5",
      "rows": 3752,
      "lsoas": 1876,
      "collisions": 6876,
      "miles": 31930302810.112923,
      "clusters": 107,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": -0.22304161378901458,
      "rr": 0.800081554176801,
      "lower95": 0.7141232967305563,
      "upper95": 0.8963865151363225
    },
    {
      "sample": "urbanRural_Urban",
      "scenario": "fitted",
      "band": "D3",
      "bandValue": 3,
      "referenceBand": "D5",
      "rows": 5262,
      "lsoas": 2631,
      "collisions": 10096,
      "miles": 39896607244.437035,
      "clusters": 129,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": -0.13998682231433254,
      "rr": 0.8693696916038472,
      "lower95": 0.7917697923516507,
      "upper95": 0.9545750140764294
    },
    {
      "sample": "urbanRural_Urban",
      "scenario": "fitted",
      "band": "D4",
      "bandValue": 4,
      "referenceBand": "D5",
      "rows": 5956,
      "lsoas": 2978,
      "collisions": 11148,
      "miles": 41249293015.02633,
      "clusters": 137,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": -0.08126941439970882,
      "rr": 0.921945272650115,
      "lower95": 0.8707700067454525,
      "upper95": 0.976128115549995
    },
    {
      "sample": "urbanRural_Urban",
      "scenario": "fitted",
      "band": "D5",
      "bandValue": 5,
      "referenceBand": "D5",
      "rows": 6212,
      "lsoas": 3106,
      "collisions": 12467,
      "miles": 40127917147.99652,
      "clusters": 139,
      "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": 6386,
      "lsoas": 3193,
      "collisions": 13825,
      "miles": 37900087224.14848,
      "clusters": 139,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": 0.0709864569268565,
      "rr": 1.0735666863777449,
      "lower95": 1.0128313826459143,
      "upper95": 1.1379440347604444
    },
    {
      "sample": "urbanRural_Urban",
      "scenario": "fitted",
      "band": "D7",
      "bandValue": 7,
      "referenceBand": "D5",
      "rows": 6480,
      "lsoas": 3240,
      "collisions": 16204,
      "miles": 37167590044.733826,
      "clusters": 134,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": 0.17047248703644918,
      "rr": 1.1858650248237927,
      "lower95": 1.1063175940062802,
      "upper95": 1.2711321457049445
    },
    {
      "sample": "urbanRural_Urban",
      "scenario": "fitted",
      "band": "D8",
      "bandValue": 8,
      "referenceBand": "D5",
      "rows": 6552,
      "lsoas": 3276,
      "collisions": 18129,
      "miles": 35625834030.511696,
      "clusters": 127,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": 0.2221399742446371,
      "rr": 1.2487461579318442,
      "lower95": 1.1352010630233715,
      "upper95": 1.373648261741839
    },
    {
      "sample": "urbanRural_Urban",
      "scenario": "fitted",
      "band": "D9",
      "bandValue": 9,
      "referenceBand": "D5",
      "rows": 6782,
      "lsoas": 3391,
      "collisions": 23138,
      "miles": 34101498223.379726,
      "clusters": 111,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": 0.31868673490456484,
      "rr": 1.3753204175335911,
      "lower95": 1.224992774686924,
      "upper95": 1.5440958428250247
    },
    {
      "sample": "urbanRural_Urban",
      "scenario": "fitted",
      "band": "D10",
      "bandValue": 10,
      "referenceBand": "D5",
      "rows": 7028,
      "lsoas": 3514,
      "collisions": 35050,
      "miles": 26474892301.7321,
      "clusters": 79,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": 0.5934098583368344,
      "rr": 1.8101502598736505,
      "lower95": 1.5651967779052764,
      "upper95": 2.0934389909144975
    },
    {
      "sample": "development",
      "scenario": "benchmark",
      "band": "D1",
      "bandValue": 1,
      "referenceBand": "D5",
      "rows": 6664,
      "lsoas": 3332,
      "collisions": 25266,
      "miles": 135409874347.39087,
      "clusters": 87,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": -0.15095816441699464,
      "rr": 0.8598836716414449,
      "lower95": 0.7287900119294142,
      "upper95": 1.0145582632205248
    },
    {
      "sample": "development",
      "scenario": "benchmark",
      "band": "D2",
      "bandValue": 2,
      "referenceBand": "D5",
      "rows": 6646,
      "lsoas": 3323,
      "collisions": 16256,
      "miles": 85556998498.07837,
      "clusters": 113,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": -0.21288884275413963,
      "rr": 0.8082459746198731,
      "lower95": 0.7303470945316622,
      "upper95": 0.8944535555496871
    },
    {
      "sample": "development",
      "scenario": "benchmark",
      "band": "D3",
      "bandValue": 3,
      "referenceBand": "D5",
      "rows": 6504,
      "lsoas": 3252,
      "collisions": 13549,
      "miles": 60149956742.74078,
      "clusters": 130,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": -0.14782170914849885,
      "rr": 0.8625848922280238,
      "lower95": 0.790601209840969,
      "upper95": 0.9411226381119492
    },
    {
      "sample": "development",
      "scenario": "benchmark",
      "band": "D4",
      "bandValue": 4,
      "referenceBand": "D5",
      "rows": 6544,
      "lsoas": 3272,
      "collisions": 12585,
      "miles": 49291648533.45707,
      "clusters": 137,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": -0.08330845097108493,
      "rr": 0.9200673077925495,
      "lower95": 0.8732112419945559,
      "upper95": 0.9694376459641454
    },
    {
      "sample": "development",
      "scenario": "benchmark",
      "band": "D5",
      "bandValue": 5,
      "referenceBand": "D5",
      "rows": 6474,
      "lsoas": 3237,
      "collisions": 13186,
      "miles": 44566960919.90387,
      "clusters": 139,
      "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": 6476,
      "lsoas": 3238,
      "collisions": 14026,
      "miles": 38964289884.59686,
      "clusters": 139,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": 0.09966951370057954,
      "rr": 1.104805734576101,
      "lower95": 1.0417371395907102,
      "upper95": 1.1716926130058112
    },
    {
      "sample": "development",
      "scenario": "benchmark",
      "band": "D7",
      "bandValue": 7,
      "referenceBand": "D5",
      "rows": 6528,
      "lsoas": 3264,
      "collisions": 16369,
      "miles": 37997002496.93276,
      "clusters": 134,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": 0.21332962472780467,
      "rr": 1.2377925910522871,
      "lower95": 1.15143653535428,
      "upper95": 1.3306252245960917
    },
    {
      "sample": "development",
      "scenario": "benchmark",
      "band": "D8",
      "bandValue": 8,
      "referenceBand": "D5",
      "rows": 6568,
      "lsoas": 3284,
      "collisions": 18185,
      "miles": 35491806392.00023,
      "clusters": 127,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": 0.28285976807736124,
      "rr": 1.326919072356918,
      "lower95": 1.198027242017638,
      "upper95": 1.4696779529147148
    },
    {
      "sample": "development",
      "scenario": "benchmark",
      "band": "D9",
      "bandValue": 9,
      "referenceBand": "D5",
      "rows": 6782,
      "lsoas": 3391,
      "collisions": 23138,
      "miles": 33287255923.6653,
      "clusters": 111,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": 0.39546614893502363,
      "rr": 1.4850762963302448,
      "lower95": 1.310238593941156,
      "upper95": 1.683244270257701
    },
    {
      "sample": "development",
      "scenario": "benchmark",
      "band": "D10",
      "bandValue": 10,
      "referenceBand": "D5",
      "rows": 7030,
      "lsoas": 3515,
      "collisions": 35054,
      "miles": 25746006261.233902,
      "clusters": 79,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": 0.6673985552006568,
      "rr": 1.9491600870562884,
      "lower95": 1.6655512299683617,
      "upper95": 2.281061654912558
    },
    {
      "sample": "development",
      "scenario": "length",
      "band": "D1",
      "bandValue": 1,
      "referenceBand": "D5",
      "rows": 6664,
      "lsoas": 3332,
      "collisions": 25266,
      "miles": 147875716459.74622,
      "clusters": 87,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": -0.13951461458922906,
      "rr": 0.8697803116295375,
      "lower95": 0.7315220106837383,
      "upper95": 1.0341695525897767
    },
    {
      "sample": "development",
      "scenario": "length",
      "band": "D2",
      "bandValue": 2,
      "referenceBand": "D5",
      "rows": 6646,
      "lsoas": 3323,
      "collisions": 16256,
      "miles": 86158947618.52623,
      "clusters": 113,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": -0.1614567941296755,
      "rr": 0.8509032946885832,
      "lower95": 0.7666991527469754,
      "upper95": 0.9443553110992297
    },
    {
      "sample": "development",
      "scenario": "length",
      "band": "D3",
      "bandValue": 3,
      "referenceBand": "D5",
      "rows": 6504,
      "lsoas": 3252,
      "collisions": 13549,
      "miles": 57688874262.880905,
      "clusters": 130,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": -0.1071756465086506,
      "rr": 0.8983678639526208,
      "lower95": 0.822570556359993,
      "upper95": 0.9811496566983704
    },
    {
      "sample": "development",
      "scenario": "length",
      "band": "D4",
      "bandValue": 4,
      "referenceBand": "D5",
      "rows": 6544,
      "lsoas": 3272,
      "collisions": 12585,
      "miles": 46630011453.70331,
      "clusters": 137,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": -0.0657869058946098,
      "rr": 0.936330369516612,
      "lower95": 0.8871481286922909,
      "upper95": 0.9882392043946986
    },
    {
      "sample": "development",
      "scenario": "length",
      "band": "D5",
      "bandValue": 5,
      "referenceBand": "D5",
      "rows": 6474,
      "lsoas": 3237,
      "collisions": 13186,
      "miles": 42109397054.326004,
      "clusters": 139,
      "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": 6476,
      "lsoas": 3238,
      "collisions": 14026,
      "miles": 36866390103.60431,
      "clusters": 139,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": 0.082017788162839,
      "rr": 1.0854751182659792,
      "lower95": 1.021208099885838,
      "upper95": 1.1537866106881254
    },
    {
      "sample": "development",
      "scenario": "length",
      "band": "D7",
      "bandValue": 7,
      "referenceBand": "D5",
      "rows": 6528,
      "lsoas": 3264,
      "collisions": 16369,
      "miles": 36441938306.53961,
      "clusters": 134,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": 0.18403595783324167,
      "rr": 1.2020590457579141,
      "lower95": 1.1157901836648876,
      "upper95": 1.2949979043034823
    },
    {
      "sample": "development",
      "scenario": "length",
      "band": "D8",
      "bandValue": 8,
      "referenceBand": "D5",
      "rows": 6568,
      "lsoas": 3284,
      "collisions": 18185,
      "miles": 34496657429.369125,
      "clusters": 127,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": 0.24059688975385723,
      "rr": 1.272008172417552,
      "lower95": 1.1452420717533436,
      "upper95": 1.4128059303828289
    },
    {
      "sample": "development",
      "scenario": "length",
      "band": "D9",
      "bandValue": 9,
      "referenceBand": "D5",
      "rows": 6782,
      "lsoas": 3391,
      "collisions": 23138,
      "miles": 32649820265.973793,
      "clusters": 111,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": 0.3487967740772444,
      "rr": 1.4173611165501576,
      "lower95": 1.2464444392198324,
      "upper95": 1.6117144667641319
    },
    {
      "sample": "development",
      "scenario": "length",
      "band": "D10",
      "bandValue": 10,
      "referenceBand": "D5",
      "rows": 7030,
      "lsoas": 3515,
      "collisions": 35054,
      "miles": 25544047045.330505,
      "clusters": 79,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": 0.6177718384834601,
      "rr": 1.8547906610096019,
      "lower95": 1.5771451542120845,
      "upper95": 2.181313740831374
    },
    {
      "sample": "development",
      "scenario": "counted_routes",
      "band": "D1",
      "bandValue": 1,
      "referenceBand": "D5",
      "rows": 1384,
      "lsoas": 1075,
      "collisions": 1997,
      "miles": 17391077954.80449,
      "clusters": 72,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": 0.07654079324336077,
      "rr": 1.0795462276309302,
      "lower95": 0.7927191080143353,
      "upper95": 1.470155122804353
    },
    {
      "sample": "development",
      "scenario": "counted_routes",
      "band": "D2",
      "bandValue": 2,
      "referenceBand": "D5",
      "rows": 1189,
      "lsoas": 943,
      "collisions": 1203,
      "miles": 10863080720.544775,
      "clusters": 91,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": -0.0014947480465130776,
      "rr": 0.9985063685329439,
      "lower95": 0.8003815497568479,
      "upper95": 1.2456746014494406
    },
    {
      "sample": "development",
      "scenario": "counted_routes",
      "band": "D3",
      "bandValue": 3,
      "referenceBand": "D5",
      "rows": 960,
      "lsoas": 773,
      "collisions": 792,
      "miles": 6404900017.627811,
      "clusters": 92,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": -0.06371742111162475,
      "rr": 0.9382700973945531,
      "lower95": 0.7791984379671458,
      "upper95": 1.129815888699078
    },
    {
      "sample": "development",
      "scenario": "counted_routes",
      "band": "D4",
      "bandValue": 4,
      "referenceBand": "D5",
      "rows": 895,
      "lsoas": 713,
      "collisions": 683,
      "miles": 5661266869.597248,
      "clusters": 110,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": -0.11594042929899225,
      "rr": 0.8905282711107865,
      "lower95": 0.7690285791948624,
      "upper95": 1.0312238362816677
    },
    {
      "sample": "development",
      "scenario": "counted_routes",
      "band": "D5",
      "bandValue": 5,
      "referenceBand": "D5",
      "rows": 888,
      "lsoas": 703,
      "collisions": 669,
      "miles": 4549374172.429491,
      "clusters": 116,
      "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": 842,
      "lsoas": 689,
      "collisions": 672,
      "miles": 3677962233.875311,
      "clusters": 124,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": -0.0299697080808811,
      "rr": 0.9704749306513648,
      "lower95": 0.8301067090049621,
      "upper95": 1.134578941244458
    },
    {
      "sample": "development",
      "scenario": "counted_routes",
      "band": "D7",
      "bandValue": 7,
      "referenceBand": "D5",
      "rows": 849,
      "lsoas": 685,
      "collisions": 733,
      "miles": 3095606783.0202026,
      "clusters": 123,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": 0.024461920572472876,
      "rr": 1.0247635679541953,
      "lower95": 0.839048291315006,
      "upper95": 1.2515851364888315
    },
    {
      "sample": "development",
      "scenario": "counted_routes",
      "band": "D8",
      "bandValue": 8,
      "referenceBand": "D5",
      "rows": 931,
      "lsoas": 727,
      "collisions": 1043,
      "miles": 3076355341.80061,
      "clusters": 112,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": 0.20771937607303328,
      "rr": 1.2308677101486496,
      "lower95": 0.9977347509957161,
      "upper95": 1.5184750439679584
    },
    {
      "sample": "development",
      "scenario": "counted_routes",
      "band": "D9",
      "bandValue": 9,
      "referenceBand": "D5",
      "rows": 1115,
      "lsoas": 826,
      "collisions": 1527,
      "miles": 3205515046.750546,
      "clusters": 95,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": 0.20835768992614176,
      "rr": 1.231653640867929,
      "lower95": 0.9718902419152209,
      "upper95": 1.5608456856958057
    },
    {
      "sample": "development",
      "scenario": "counted_routes",
      "band": "D10",
      "bandValue": 10,
      "referenceBand": "D5",
      "rows": 1345,
      "lsoas": 967,
      "collisions": 3157,
      "miles": 2625316616.7384796,
      "clusters": 67,
      "sourceReportingAreas": null,
      "estimable": true,
      "weakSupport": false,
      "logEffect": 0.44522088961251993,
      "rr": 1.5608349299800597,
      "lower95": 1.1351993944018262,
      "upper95": 2.1460597060391975
    }
  ],
  "raw": [
    {
      "feature": "connectivity_driving",
      "scenario": "fitted",
      "year": 2022,
      "band": "D1",
      "bandValue": 1,
      "nationalLSOAs": 3571,
      "eligibleLSOAs": 3332,
      "collisions": 12712,
      "miles": 67448998640.29299,
      "frequencyPer100k": 0.01884683280146734,
      "clusters": 87,
      "sourceReportingAreas": null
    },
    {
      "feature": "connectivity_driving",
      "scenario": "fitted",
      "year": 2022,
      "band": "D2",
      "bandValue": 2,
      "nationalLSOAs": 3573,
      "eligibleLSOAs": 3323,
      "collisions": 8241,
      "miles": 42056961646.904205,
      "frequencyPer100k": 0.019594853449444595,
      "clusters": 113,
      "sourceReportingAreas": null
    },
    {
      "feature": "connectivity_driving",
      "scenario": "fitted",
      "year": 2022,
      "band": "D3",
      "bandValue": 3,
      "nationalLSOAs": 3562,
      "eligibleLSOAs": 3252,
      "collisions": 6895,
      "miles": 29184763081.264503,
      "frequencyPer100k": 0.023625341692173358,
      "clusters": 130,
      "sourceReportingAreas": null
    },
    {
      "feature": "connectivity_driving",
      "scenario": "fitted",
      "year": 2022,
      "band": "D4",
      "bandValue": 4,
      "nationalLSOAs": 3581,
      "eligibleLSOAs": 3272,
      "collisions": 6356,
      "miles": 24051376326.197273,
      "frequencyPer100k": 0.026426762085448346,
      "clusters": 137,
      "sourceReportingAreas": null
    },
    {
      "feature": "connectivity_driving",
      "scenario": "fitted",
      "year": 2022,
      "band": "D5",
      "bandValue": 5,
      "nationalLSOAs": 3564,
      "eligibleLSOAs": 3237,
      "collisions": 6760,
      "miles": 21744312072.06159,
      "frequencyPer100k": 0.03108858986937397,
      "clusters": 139,
      "sourceReportingAreas": null
    },
    {
      "feature": "connectivity_driving",
      "scenario": "fitted",
      "year": 2022,
      "band": "D6",
      "bandValue": 6,
      "nationalLSOAs": 3562,
      "eligibleLSOAs": 3238,
      "collisions": 6954,
      "miles": 19168635701.256607,
      "frequencyPer100k": 0.036278012208996846,
      "clusters": 139,
      "sourceReportingAreas": null
    },
    {
      "feature": "connectivity_driving",
      "scenario": "fitted",
      "year": 2022,
      "band": "D7",
      "bandValue": 7,
      "nationalLSOAs": 3563,
      "eligibleLSOAs": 3264,
      "collisions": 8248,
      "miles": 18786779786.369553,
      "frequencyPer100k": 0.04390321329035966,
      "clusters": 134,
      "sourceReportingAreas": null
    },
    {
      "feature": "connectivity_driving",
      "scenario": "fitted",
      "year": 2022,
      "band": "D8",
      "bandValue": 8,
      "nationalLSOAs": 3572,
      "eligibleLSOAs": 3284,
      "collisions": 9270,
      "miles": 17716313460.91335,
      "frequencyPer100k": 0.052324655580586535,
      "clusters": 127,
      "sourceReportingAreas": null
    },
    {
      "feature": "connectivity_driving",
      "scenario": "fitted",
      "year": 2022,
      "band": "D9",
      "bandValue": 9,
      "nationalLSOAs": 3570,
      "eligibleLSOAs": 3391,
      "collisions": 11716,
      "miles": 16928159612.34083,
      "frequencyPer100k": 0.06921012247225562,
      "clusters": 111,
      "sourceReportingAreas": null
    },
    {
      "feature": "connectivity_driving",
      "scenario": "fitted",
      "year": 2022,
      "band": "D10",
      "bandValue": 10,
      "nationalLSOAs": 3554,
      "eligibleLSOAs": 3515,
      "collisions": 17759,
      "miles": 13165899672.399086,
      "frequencyPer100k": 0.13488633851000598,
      "clusters": 79,
      "sourceReportingAreas": null
    },
    {
      "feature": "connectivity_driving",
      "scenario": "fitted",
      "year": 2023,
      "band": "D1",
      "bandValue": 1,
      "nationalLSOAs": 3571,
      "eligibleLSOAs": 3332,
      "collisions": 12554,
      "miles": 68972801131.17178,
      "frequencyPer100k": 0.01820137763598281,
      "clusters": 87,
      "sourceReportingAreas": null
    },
    {
      "feature": "connectivity_driving",
      "scenario": "fitted",
      "year": 2023,
      "band": "D2",
      "bandValue": 2,
      "nationalLSOAs": 3573,
      "eligibleLSOAs": 3323,
      "collisions": 8015,
      "miles": 43189871093.632164,
      "frequencyPer100k": 0.018557591854405225,
      "clusters": 113,
      "sourceReportingAreas": null
    },
    {
      "feature": "connectivity_driving",
      "scenario": "fitted",
      "year": 2023,
      "band": "D3",
      "bandValue": 3,
      "nationalLSOAs": 3562,
      "eligibleLSOAs": 3252,
      "collisions": 6654,
      "miles": 29962698338.54306,
      "frequencyPer100k": 0.022207612695017212,
      "clusters": 130,
      "sourceReportingAreas": null
    },
    {
      "feature": "connectivity_driving",
      "scenario": "fitted",
      "year": 2023,
      "band": "D4",
      "bandValue": 4,
      "nationalLSOAs": 3581,
      "eligibleLSOAs": 3272,
      "collisions": 6229,
      "miles": 24615044348.162693,
      "frequencyPer100k": 0.025305662309176146,
      "clusters": 137,
      "sourceReportingAreas": null
    },
    {
      "feature": "connectivity_driving",
      "scenario": "fitted",
      "year": 2023,
      "band": "D5",
      "bandValue": 5,
      "nationalLSOAs": 3564,
      "eligibleLSOAs": 3237,
      "collisions": 6426,
      "miles": 22184521946.8751,
      "frequencyPer100k": 0.028966141417823804,
      "clusters": 139,
      "sourceReportingAreas": null
    },
    {
      "feature": "connectivity_driving",
      "scenario": "fitted",
      "year": 2023,
      "band": "D6",
      "bandValue": 6,
      "nationalLSOAs": 3562,
      "eligibleLSOAs": 3238,
      "collisions": 7072,
      "miles": 19534982701.950684,
      "frequencyPer100k": 0.036201721331925306,
      "clusters": 139,
      "sourceReportingAreas": null
    },
    {
      "feature": "connectivity_driving",
      "scenario": "fitted",
      "year": 2023,
      "band": "D7",
      "bandValue": 7,
      "nationalLSOAs": 3563,
      "eligibleLSOAs": 3264,
      "collisions": 8121,
      "miles": 19147211235.69564,
      "frequencyPer100k": 0.042413487269938474,
      "clusters": 134,
      "sourceReportingAreas": null
    },
    {
      "feature": "connectivity_driving",
      "scenario": "fitted",
      "year": 2023,
      "band": "D8",
      "bandValue": 8,
      "nationalLSOAs": 3572,
      "eligibleLSOAs": 3284,
      "collisions": 8915,
      "miles": 18089247984.471615,
      "frequencyPer100k": 0.04928341967368085,
      "clusters": 127,
      "sourceReportingAreas": null
    },
    {
      "feature": "connectivity_driving",
      "scenario": "fitted",
      "year": 2023,
      "band": "D9",
      "bandValue": 9,
      "nationalLSOAs": 3570,
      "eligibleLSOAs": 3391,
      "collisions": 11422,
      "miles": 17173338611.038895,
      "frequencyPer100k": 0.06651007272783886,
      "clusters": 111,
      "sourceReportingAreas": null
    },
    {
      "feature": "connectivity_driving",
      "scenario": "fitted",
      "year": 2023,
      "band": "D10",
      "bandValue": 10,
      "nationalLSOAs": 3554,
      "eligibleLSOAs": 3515,
      "collisions": 17295,
      "miles": 13339882608.45837,
      "frequencyPer100k": 0.12964881706705442,
      "clusters": 79,
      "sourceReportingAreas": null
    },
    {
      "feature": "connectivity_driving",
      "scenario": "fitted",
      "year": 2024,
      "band": "D1",
      "bandValue": 1,
      "nationalLSOAs": 3571,
      "eligibleLSOAs": 3534,
      "collisions": 13387,
      "miles": 75822080579.27489,
      "frequencyPer100k": 0.017655806722427485,
      "clusters": 92,
      "sourceReportingAreas": null
    },
    {
      "feature": "connectivity_driving",
      "scenario": "fitted",
      "year": 2024,
      "band": "D2",
      "bandValue": 2,
      "nationalLSOAs": 3573,
      "eligibleLSOAs": 3529,
      "collisions": 8338,
      "miles": 47707283923.7468,
      "frequencyPer100k": 0.017477415007165546,
      "clusters": 119,
      "sourceReportingAreas": null
    },
    {
      "feature": "connectivity_driving",
      "scenario": "fitted",
      "year": 2024,
      "band": "D3",
      "bandValue": 3,
      "nationalLSOAs": 3562,
      "eligibleLSOAs": 3489,
      "collisions": 6946,
      "miles": 32759421641.40635,
      "frequencyPer100k": 0.021203060530289055,
      "clusters": 137,
      "sourceReportingAreas": null
    },
    {
      "feature": "connectivity_driving",
      "scenario": "fitted",
      "year": 2024,
      "band": "D4",
      "bandValue": 4,
      "nationalLSOAs": 3581,
      "eligibleLSOAs": 3506,
      "collisions": 6445,
      "miles": 26557660332.96062,
      "frequencyPer100k": 0.02426795101374624,
      "clusters": 144,
      "sourceReportingAreas": null
    },
    {
      "feature": "connectivity_driving",
      "scenario": "fitted",
      "year": 2024,
      "band": "D5",
      "bandValue": 5,
      "nationalLSOAs": 3564,
      "eligibleLSOAs": 3469,
      "collisions": 6531,
      "miles": 23887105860.87781,
      "frequencyPer100k": 0.0273411104636851,
      "clusters": 146,
      "sourceReportingAreas": null
    },
    {
      "feature": "connectivity_driving",
      "scenario": "fitted",
      "year": 2024,
      "band": "D6",
      "bandValue": 6,
      "nationalLSOAs": 3562,
      "eligibleLSOAs": 3445,
      "collisions": 6933,
      "miles": 20795070074.71003,
      "frequencyPer100k": 0.03333963278359703,
      "clusters": 146,
      "sourceReportingAreas": null
    },
    {
      "feature": "connectivity_driving",
      "scenario": "fitted",
      "year": 2024,
      "band": "D7",
      "bandValue": 7,
      "nationalLSOAs": 3563,
      "eligibleLSOAs": 3427,
      "collisions": 8006,
      "miles": 20331517449.32731,
      "frequencyPer100k": 0.03937728711078025,
      "clusters": 140,
      "sourceReportingAreas": null
    },
    {
      "feature": "connectivity_driving",
      "scenario": "fitted",
      "year": 2024,
      "band": "D8",
      "bandValue": 8,
      "nationalLSOAs": 3572,
      "eligibleLSOAs": 3432,
      "collisions": 8862,
      "miles": 19178136383.642277,
      "frequencyPer100k": 0.04620886942674325,
      "clusters": 133,
      "sourceReportingAreas": null
    },
    {
      "feature": "connectivity_driving",
      "scenario": "fitted",
      "year": 2024,
      "band": "D9",
      "bandValue": 9,
      "nationalLSOAs": 3570,
      "eligibleLSOAs": 3485,
      "collisions": 11183,
      "miles": 18034048359.42733,
      "frequencyPer100k": 0.0620104802710816,
      "clusters": 115,
      "sourceReportingAreas": null
    },
    {
      "feature": "connectivity_driving",
      "scenario": "fitted",
      "year": 2024,
      "band": "D10",
      "bandValue": 10,
      "nationalLSOAs": 3554,
      "eligibleLSOAs": 3528,
      "collisions": 15863,
      "miles": 13567875394.626583,
      "frequencyPer100k": 0.1169158732566366,
      "clusters": 81,
      "sourceReportingAreas": null
    },
    {
      "feature": "connectivity_driving",
      "scenario": "fitted",
      "year": 2025,
      "band": "D1",
      "bandValue": 1,
      "nationalLSOAs": 3571,
      "eligibleLSOAs": 3533,
      "collisions": 13436,
      "miles": 77517949203.3229,
      "frequencyPer100k": 0.017332759880887106,
      "clusters": 92,
      "sourceReportingAreas": null
    },
    {
      "feature": "connectivity_driving",
      "scenario": "fitted",
      "year": 2025,
      "band": "D2",
      "bandValue": 2,
      "nationalLSOAs": 3573,
      "eligibleLSOAs": 3529,
      "collisions": 8707,
      "miles": 48717230285.6125,
      "frequencyPer100k": 0.01787252671991784,
      "clusters": 119,
      "sourceReportingAreas": null
    },
    {
      "feature": "connectivity_driving",
      "scenario": "fitted",
      "year": 2025,
      "band": "D3",
      "bandValue": 3,
      "nationalLSOAs": 3562,
      "eligibleLSOAs": 3489,
      "collisions": 7077,
      "miles": 33433576641.789253,
      "frequencyPer100k": 0.02116734346379898,
      "clusters": 137,
      "sourceReportingAreas": null
    },
    {
      "feature": "connectivity_driving",
      "scenario": "fitted",
      "year": 2025,
      "band": "D4",
      "bandValue": 4,
      "nationalLSOAs": 3581,
      "eligibleLSOAs": 3506,
      "collisions": 6417,
      "miles": 27208334757.06115,
      "frequencyPer100k": 0.023584684830205017,
      "clusters": 144,
      "sourceReportingAreas": null
    },
    {
      "feature": "connectivity_driving",
      "scenario": "fitted",
      "year": 2025,
      "band": "D5",
      "bandValue": 5,
      "nationalLSOAs": 3564,
      "eligibleLSOAs": 3469,
      "collisions": 6603,
      "miles": 24351515464.43315,
      "frequencyPer100k": 0.027115355550023475,
      "clusters": 146,
      "sourceReportingAreas": null
    },
    {
      "feature": "connectivity_driving",
      "scenario": "fitted",
      "year": 2025,
      "band": "D6",
      "bandValue": 6,
      "nationalLSOAs": 3562,
      "eligibleLSOAs": 3445,
      "collisions": 6939,
      "miles": 21140718845.38842,
      "frequencyPer100k": 0.03282291416270197,
      "clusters": 146,
      "sourceReportingAreas": null
    },
    {
      "feature": "connectivity_driving",
      "scenario": "fitted",
      "year": 2025,
      "band": "D7",
      "bandValue": 7,
      "nationalLSOAs": 3563,
      "eligibleLSOAs": 3427,
      "collisions": 8161,
      "miles": 20711434985.33036,
      "frequencyPer100k": 0.039403353779109605,
      "clusters": 140,
      "sourceReportingAreas": null
    },
    {
      "feature": "connectivity_driving",
      "scenario": "fitted",
      "year": 2025,
      "band": "D8",
      "bandValue": 8,
      "nationalLSOAs": 3572,
      "eligibleLSOAs": 3432,
      "collisions": 8803,
      "miles": 19452669069.89701,
      "frequencyPer100k": 0.04525343009933087,
      "clusters": 133,
      "sourceReportingAreas": null
    },
    {
      "feature": "connectivity_driving",
      "scenario": "fitted",
      "year": 2025,
      "band": "D9",
      "bandValue": 9,
      "nationalLSOAs": 3570,
      "eligibleLSOAs": 3485,
      "collisions": 11006,
      "miles": 18286575415.397804,
      "frequencyPer100k": 0.06018622814817827,
      "clusters": 115,
      "sourceReportingAreas": null
    },
    {
      "feature": "connectivity_driving",
      "scenario": "fitted",
      "year": 2025,
      "band": "D10",
      "bandValue": 10,
      "nationalLSOAs": 3554,
      "eligibleLSOAs": 3528,
      "collisions": 15642,
      "miles": 13647895331.767443,
      "frequencyPer100k": 0.11461107826340806,
      "clusters": 81,
      "sourceReportingAreas": null
    },
    {
      "feature": "connectivity_driving",
      "scenario": "benchmark",
      "year": 2022,
      "band": "D1",
      "bandValue": 1,
      "nationalLSOAs": 3571,
      "eligibleLSOAs": 3332,
      "collisions": 12712,
      "miles": 66947012084.190186,
      "frequencyPer100k": 0.01898815138159391,
      "clusters": 87,
      "sourceReportingAreas": null
    },
    {
      "feature": "connectivity_driving",
      "scenario": "benchmark",
      "year": 2022,
      "band": "D2",
      "bandValue": 2,
      "nationalLSOAs": 3573,
      "eligibleLSOAs": 3323,
      "collisions": 8241,
      "miles": 42211656593.34125,
      "frequencyPer100k": 0.019523043313348643,
      "clusters": 113,
      "sourceReportingAreas": null
    },
    {
      "feature": "connectivity_driving",
      "scenario": "benchmark",
      "year": 2022,
      "band": "D3",
      "bandValue": 3,
      "nationalLSOAs": 3562,
      "eligibleLSOAs": 3252,
      "collisions": 6895,
      "miles": 29682150663.341274,
      "frequencyPer100k": 0.02322944883005267,
      "clusters": 130,
      "sourceReportingAreas": null
    },
    {
      "feature": "connectivity_driving",
      "scenario": "benchmark",
      "year": 2022,
      "band": "D4",
      "bandValue": 4,
      "nationalLSOAs": 3581,
      "eligibleLSOAs": 3272,
      "collisions": 6356,
      "miles": 24361373286.068237,
      "frequencyPer100k": 0.0260904831815654,
      "clusters": 137,
      "sourceReportingAreas": null
    },
    {
      "feature": "connectivity_driving",
      "scenario": "benchmark",
      "year": 2022,
      "band": "D5",
      "bandValue": 5,
      "nationalLSOAs": 3564,
      "eligibleLSOAs": 3237,
      "collisions": 6760,
      "miles": 22060641063.7148,
      "frequencyPer100k": 0.03064280852254472,
      "clusters": 139,
      "sourceReportingAreas": null
    },
    {
      "feature": "connectivity_driving",
      "scenario": "benchmark",
      "year": 2022,
      "band": "D6",
      "bandValue": 6,
      "nationalLSOAs": 3562,
      "eligibleLSOAs": 3238,
      "collisions": 6954,
      "miles": 19297910465.006165,
      "frequencyPer100k": 0.03603498944929828,
      "clusters": 139,
      "sourceReportingAreas": null
    },
    {
      "feature": "connectivity_driving",
      "scenario": "benchmark",
      "year": 2022,
      "band": "D7",
      "bandValue": 7,
      "nationalLSOAs": 3563,
      "eligibleLSOAs": 3264,
      "collisions": 8248,
      "miles": 18818814459.909885,
      "frequencyPer100k": 0.043828478236877716,
      "clusters": 134,
      "sourceReportingAreas": null
    },
    {
      "feature": "connectivity_driving",
      "scenario": "benchmark",
      "year": 2022,
      "band": "D8",
      "bandValue": 8,
      "nationalLSOAs": 3572,
      "eligibleLSOAs": 3284,
      "collisions": 9270,
      "miles": 17560584630.900536,
      "frequencyPer100k": 0.05278867529095823,
      "clusters": 127,
      "sourceReportingAreas": null
    },
    {
      "feature": "connectivity_driving",
      "scenario": "benchmark",
      "year": 2022,
      "band": "D9",
      "bandValue": 9,
      "nationalLSOAs": 3570,
      "eligibleLSOAs": 3391,
      "collisions": 11716,
      "miles": 16523516953.874401,
      "frequencyPer100k": 0.07090500183892665,
      "clusters": 111,
      "sourceReportingAreas": null
    },
    {
      "feature": "connectivity_driving",
      "scenario": "benchmark",
      "year": 2022,
      "band": "D10",
      "bandValue": 10,
      "nationalLSOAs": 3554,
      "eligibleLSOAs": 3515,
      "collisions": 17759,
      "miles": 12788539799.653267,
      "frequencyPer100k": 0.13886651860348823,
      "clusters": 79,
      "sourceReportingAreas": null
    },
    {
      "feature": "connectivity_driving",
      "scenario": "benchmark",
      "year": 2023,
      "band": "D1",
      "bandValue": 1,
      "nationalLSOAs": 3571,
      "eligibleLSOAs": 3332,
      "collisions": 12554,
      "miles": 68462862263.200676,
      "frequencyPer100k": 0.01833694879968212,
      "clusters": 87,
      "sourceReportingAreas": null
    },
    {
      "feature": "connectivity_driving",
      "scenario": "benchmark",
      "year": 2023,
      "band": "D2",
      "bandValue": 2,
      "nationalLSOAs": 3573,
      "eligibleLSOAs": 3323,
      "collisions": 8015,
      "miles": 43345341904.73712,
      "frequencyPer100k": 0.01849102959578699,
      "clusters": 113,
      "sourceReportingAreas": null
    },
    {
      "feature": "connectivity_driving",
      "scenario": "benchmark",
      "year": 2023,
      "band": "D3",
      "bandValue": 3,
      "nationalLSOAs": 3562,
      "eligibleLSOAs": 3252,
      "collisions": 6654,
      "miles": 30467806079.399506,
      "frequencyPer100k": 0.021839445815887065,
      "clusters": 130,
      "sourceReportingAreas": null
    },
    {
      "feature": "connectivity_driving",
      "scenario": "benchmark",
      "year": 2023,
      "band": "D4",
      "bandValue": 4,
      "nationalLSOAs": 3581,
      "eligibleLSOAs": 3272,
      "collisions": 6229,
      "miles": 24930275247.388832,
      "frequencyPer100k": 0.024985684827737383,
      "clusters": 137,
      "sourceReportingAreas": null
    },
    {
      "feature": "connectivity_driving",
      "scenario": "benchmark",
      "year": 2023,
      "band": "D5",
      "bandValue": 5,
      "nationalLSOAs": 3564,
      "eligibleLSOAs": 3237,
      "collisions": 6426,
      "miles": 22506319856.189064,
      "frequencyPer100k": 0.02855198024848518,
      "clusters": 139,
      "sourceReportingAreas": null
    },
    {
      "feature": "connectivity_driving",
      "scenario": "benchmark",
      "year": 2023,
      "band": "D6",
      "bandValue": 6,
      "nationalLSOAs": 3562,
      "eligibleLSOAs": 3238,
      "collisions": 7072,
      "miles": 19666379419.59069,
      "frequencyPer100k": 0.035959847255642885,
      "clusters": 139,
      "sourceReportingAreas": null
    },
    {
      "feature": "connectivity_driving",
      "scenario": "benchmark",
      "year": 2023,
      "band": "D7",
      "bandValue": 7,
      "nationalLSOAs": 3563,
      "eligibleLSOAs": 3264,
      "collisions": 8121,
      "miles": 19178188037.022873,
      "frequencyPer100k": 0.04234498058066107,
      "clusters": 134,
      "sourceReportingAreas": null
    },
    {
      "feature": "connectivity_driving",
      "scenario": "benchmark",
      "year": 2023,
      "band": "D8",
      "bandValue": 8,
      "nationalLSOAs": 3572,
      "eligibleLSOAs": 3284,
      "collisions": 8915,
      "miles": 17931221761.0997,
      "frequencyPer100k": 0.04971774996024171,
      "clusters": 127,
      "sourceReportingAreas": null
    },
    {
      "feature": "connectivity_driving",
      "scenario": "benchmark",
      "year": 2023,
      "band": "D9",
      "bandValue": 9,
      "nationalLSOAs": 3570,
      "eligibleLSOAs": 3391,
      "collisions": 11422,
      "miles": 16763738969.790894,
      "frequencyPer100k": 0.06813515779852587,
      "clusters": 111,
      "sourceReportingAreas": null
    },
    {
      "feature": "connectivity_driving",
      "scenario": "benchmark",
      "year": 2023,
      "band": "D10",
      "bandValue": 10,
      "nationalLSOAs": 3554,
      "eligibleLSOAs": 3515,
      "collisions": 17295,
      "miles": 12957466461.580635,
      "frequencyPer100k": 0.1334751670110844,
      "clusters": 79,
      "sourceReportingAreas": null
    },
    {
      "feature": "connectivity_driving",
      "scenario": "benchmark",
      "year": 2024,
      "band": "D1",
      "bandValue": 1,
      "nationalLSOAs": 3571,
      "eligibleLSOAs": 3534,
      "collisions": 13387,
      "miles": 75187578604.94467,
      "frequencyPer100k": 0.017804802666061135,
      "clusters": 92,
      "sourceReportingAreas": null
    },
    {
      "feature": "connectivity_driving",
      "scenario": "benchmark",
      "year": 2024,
      "band": "D2",
      "bandValue": 2,
      "nationalLSOAs": 3573,
      "eligibleLSOAs": 3529,
      "collisions": 8338,
      "miles": 47863420463.22508,
      "frequencyPer100k": 0.01742040146588842,
      "clusters": 119,
      "sourceReportingAreas": null
    },
    {
      "feature": "connectivity_driving",
      "scenario": "benchmark",
      "year": 2024,
      "band": "D3",
      "bandValue": 3,
      "nationalLSOAs": 3562,
      "eligibleLSOAs": 3489,
      "collisions": 6946,
      "miles": 33327754746.603874,
      "frequencyPer100k": 0.020841487981448265,
      "clusters": 137,
      "sourceReportingAreas": null
    },
    {
      "feature": "connectivity_driving",
      "scenario": "benchmark",
      "year": 2024,
      "band": "D4",
      "bandValue": 4,
      "nationalLSOAs": 3581,
      "eligibleLSOAs": 3506,
      "collisions": 6445,
      "miles": 26930764240.04589,
      "frequencyPer100k": 0.023931738225298198,
      "clusters": 144,
      "sourceReportingAreas": null
    },
    {
      "feature": "connectivity_driving",
      "scenario": "benchmark",
      "year": 2024,
      "band": "D5",
      "bandValue": 5,
      "nationalLSOAs": 3564,
      "eligibleLSOAs": 3469,
      "collisions": 6531,
      "miles": 24259844450.253433,
      "frequencyPer100k": 0.026921029990082123,
      "clusters": 146,
      "sourceReportingAreas": null
    },
    {
      "feature": "connectivity_driving",
      "scenario": "benchmark",
      "year": 2024,
      "band": "D6",
      "bandValue": 6,
      "nationalLSOAs": 3562,
      "eligibleLSOAs": 3445,
      "collisions": 6933,
      "miles": 20935415490.294228,
      "frequencyPer100k": 0.03311613281911781,
      "clusters": 146,
      "sourceReportingAreas": null
    },
    {
      "feature": "connectivity_driving",
      "scenario": "benchmark",
      "year": 2024,
      "band": "D7",
      "bandValue": 7,
      "nationalLSOAs": 3563,
      "eligibleLSOAs": 3427,
      "collisions": 8006,
      "miles": 20368898066.057034,
      "frequencyPer100k": 0.0393050226577612,
      "clusters": 140,
      "sourceReportingAreas": null
    },
    {
      "feature": "connectivity_driving",
      "scenario": "benchmark",
      "year": 2024,
      "band": "D8",
      "bandValue": 8,
      "nationalLSOAs": 3572,
      "eligibleLSOAs": 3432,
      "collisions": 8862,
      "miles": 18994581536.631348,
      "frequencyPer100k": 0.0466554105596351,
      "clusters": 133,
      "sourceReportingAreas": null
    },
    {
      "feature": "connectivity_driving",
      "scenario": "benchmark",
      "year": 2024,
      "band": "D9",
      "bandValue": 9,
      "nationalLSOAs": 3570,
      "eligibleLSOAs": 3485,
      "collisions": 11183,
      "miles": 17595257990.32319,
      "frequencyPer100k": 0.06355689701253758,
      "clusters": 115,
      "sourceReportingAreas": null
    },
    {
      "feature": "connectivity_driving",
      "scenario": "benchmark",
      "year": 2024,
      "band": "D10",
      "bandValue": 10,
      "nationalLSOAs": 3554,
      "eligibleLSOAs": 3528,
      "collisions": 15863,
      "miles": 13176684411.621262,
      "frequencyPer100k": 0.12038688568733973,
      "clusters": 81,
      "sourceReportingAreas": null
    },
    {
      "feature": "connectivity_driving",
      "scenario": "benchmark",
      "year": 2025,
      "band": "D1",
      "bandValue": 1,
      "nationalLSOAs": 3571,
      "eligibleLSOAs": 3533,
      "collisions": 13436,
      "miles": 76874006870.99124,
      "frequencyPer100k": 0.01747794937051751,
      "clusters": 92,
      "sourceReportingAreas": null
    },
    {
      "feature": "connectivity_driving",
      "scenario": "benchmark",
      "year": 2025,
      "band": "D2",
      "bandValue": 2,
      "nationalLSOAs": 3573,
      "eligibleLSOAs": 3529,
      "collisions": 8707,
      "miles": 48874791291.08241,
      "frequencyPer100k": 0.017814909833873113,
      "clusters": 119,
      "sourceReportingAreas": null
    },
    {
      "feature": "connectivity_driving",
      "scenario": "benchmark",
      "year": 2025,
      "band": "D3",
      "bandValue": 3,
      "nationalLSOAs": 3562,
      "eligibleLSOAs": 3489,
      "collisions": 7077,
      "miles": 34010283249.645294,
      "frequencyPer100k": 0.02080841240883758,
      "clusters": 137,
      "sourceReportingAreas": null
    },
    {
      "feature": "connectivity_driving",
      "scenario": "benchmark",
      "year": 2025,
      "band": "D4",
      "bandValue": 4,
      "nationalLSOAs": 3581,
      "eligibleLSOAs": 3506,
      "collisions": 6417,
      "miles": 27586470784.581074,
      "frequencyPer100k": 0.023261402482794784,
      "clusters": 144,
      "sourceReportingAreas": null
    },
    {
      "feature": "connectivity_driving",
      "scenario": "benchmark",
      "year": 2025,
      "band": "D5",
      "bandValue": 5,
      "nationalLSOAs": 3564,
      "eligibleLSOAs": 3469,
      "collisions": 6603,
      "miles": 24729200635.1624,
      "frequencyPer100k": 0.02670122701261604,
      "clusters": 146,
      "sourceReportingAreas": null
    },
    {
      "feature": "connectivity_driving",
      "scenario": "benchmark",
      "year": 2025,
      "band": "D6",
      "bandValue": 6,
      "nationalLSOAs": 3562,
      "eligibleLSOAs": 3445,
      "collisions": 6939,
      "miles": 21282155089.382225,
      "frequencyPer100k": 0.03260478072289729,
      "clusters": 146,
      "sourceReportingAreas": null
    },
    {
      "feature": "connectivity_driving",
      "scenario": "benchmark",
      "year": 2025,
      "band": "D7",
      "bandValue": 7,
      "nationalLSOAs": 3563,
      "eligibleLSOAs": 3427,
      "collisions": 8161,
      "miles": 20748982732.3164,
      "frequencyPer100k": 0.0393320487335955,
      "clusters": 140,
      "sourceReportingAreas": null
    },
    {
      "feature": "connectivity_driving",
      "scenario": "benchmark",
      "year": 2025,
      "band": "D8",
      "bandValue": 8,
      "nationalLSOAs": 3572,
      "eligibleLSOAs": 3432,
      "collisions": 8803,
      "miles": 19267117863.863716,
      "frequencyPer100k": 0.045689241443373295,
      "clusters": 133,
      "sourceReportingAreas": null
    },
    {
      "feature": "connectivity_driving",
      "scenario": "benchmark",
      "year": 2025,
      "band": "D9",
      "bandValue": 9,
      "nationalLSOAs": 3570,
      "eligibleLSOAs": 3485,
      "collisions": 11006,
      "miles": 17842889533.690193,
      "frequencyPer100k": 0.0616828343818356,
      "clusters": 115,
      "sourceReportingAreas": null
    },
    {
      "feature": "connectivity_driving",
      "scenario": "benchmark",
      "year": 2025,
      "band": "D10",
      "bandValue": 10,
      "nationalLSOAs": 3554,
      "eligibleLSOAs": 3528,
      "collisions": 15642,
      "miles": 13252001949.285048,
      "frequencyPer100k": 0.11803499622065701,
      "clusters": 81,
      "sourceReportingAreas": null
    },
    {
      "feature": "connectivity_driving",
      "scenario": "length",
      "year": 2022,
      "band": "D1",
      "bandValue": 1,
      "nationalLSOAs": 3571,
      "eligibleLSOAs": 3332,
      "collisions": 12712,
      "miles": 73128965385.74438,
      "frequencyPer100k": 0.017382988987942185,
      "clusters": 87,
      "sourceReportingAreas": null
    },
    {
      "feature": "connectivity_driving",
      "scenario": "length",
      "year": 2022,
      "band": "D2",
      "bandValue": 2,
      "nationalLSOAs": 3573,
      "eligibleLSOAs": 3323,
      "collisions": 8241,
      "miles": 42508232497.70499,
      "frequencyPer100k": 0.01938683289276949,
      "clusters": 113,
      "sourceReportingAreas": null
    },
    {
      "feature": "connectivity_driving",
      "scenario": "length",
      "year": 2022,
      "band": "D3",
      "bandValue": 3,
      "nationalLSOAs": 3562,
      "eligibleLSOAs": 3252,
      "collisions": 6895,
      "miles": 28461512924.33539,
      "frequencyPer100k": 0.024225697412257316,
      "clusters": 130,
      "sourceReportingAreas": null
    },
    {
      "feature": "connectivity_driving",
      "scenario": "length",
      "year": 2022,
      "band": "D4",
      "bandValue": 4,
      "nationalLSOAs": 3581,
      "eligibleLSOAs": 3272,
      "collisions": 6356,
      "miles": 23040875160.47192,
      "frequencyPer100k": 0.027585757727224356,
      "clusters": 137,
      "sourceReportingAreas": null
    },
    {
      "feature": "connectivity_driving",
      "scenario": "length",
      "year": 2022,
      "band": "D5",
      "bandValue": 5,
      "nationalLSOAs": 3564,
      "eligibleLSOAs": 3237,
      "collisions": 6760,
      "miles": 20842341412.735855,
      "frequencyPer100k": 0.03243397594412908,
      "clusters": 139,
      "sourceReportingAreas": null
    },
    {
      "feature": "connectivity_driving",
      "scenario": "length",
      "year": 2022,
      "band": "D6",
      "bandValue": 6,
      "nationalLSOAs": 3562,
      "eligibleLSOAs": 3238,
      "collisions": 6954,
      "miles": 18258266759.440918,
      "frequencyPer100k": 0.03808685726647219,
      "clusters": 139,
      "sourceReportingAreas": null
    },
    {
      "feature": "connectivity_driving",
      "scenario": "length",
      "year": 2022,
      "band": "D7",
      "bandValue": 7,
      "nationalLSOAs": 3563,
      "eligibleLSOAs": 3264,
      "collisions": 8248,
      "miles": 18048628948.232655,
      "frequencyPer100k": 0.04569876207027712,
      "clusters": 134,
      "sourceReportingAreas": null
    },
    {
      "feature": "connectivity_driving",
      "scenario": "length",
      "year": 2022,
      "band": "D8",
      "bandValue": 8,
      "nationalLSOAs": 3572,
      "eligibleLSOAs": 3284,
      "collisions": 9270,
      "miles": 17067657844.153767,
      "frequencyPer100k": 0.054313251909811865,
      "clusters": 127,
      "sourceReportingAreas": null
    },
    {
      "feature": "connectivity_driving",
      "scenario": "length",
      "year": 2022,
      "band": "D9",
      "bandValue": 9,
      "nationalLSOAs": 3570,
      "eligibleLSOAs": 3391,
      "collisions": 11716,
      "miles": 16207512070.819393,
      "frequencyPer100k": 0.07228746737195971,
      "clusters": 111,
      "sourceReportingAreas": null
    },
    {
      "feature": "connectivity_driving",
      "scenario": "length",
      "year": 2022,
      "band": "D10",
      "bandValue": 10,
      "nationalLSOAs": 3554,
      "eligibleLSOAs": 3515,
      "collisions": 17759,
      "miles": 12688206996.360752,
      "frequencyPer100k": 0.1399646144257708,
      "clusters": 79,
      "sourceReportingAreas": null
    },
    {
      "feature": "connectivity_driving",
      "scenario": "length",
      "year": 2023,
      "band": "D1",
      "bandValue": 1,
      "nationalLSOAs": 3571,
      "eligibleLSOAs": 3332,
      "collisions": 12554,
      "miles": 74746751074.00183,
      "frequencyPer100k": 0.016795378821978645,
      "clusters": 87,
      "sourceReportingAreas": null
    },
    {
      "feature": "connectivity_driving",
      "scenario": "length",
      "year": 2023,
      "band": "D2",
      "bandValue": 2,
      "nationalLSOAs": 3573,
      "eligibleLSOAs": 3323,
      "collisions": 8015,
      "miles": 43650715120.82125,
      "frequencyPer100k": 0.018361669397202775,
      "clusters": 113,
      "sourceReportingAreas": null
    },
    {
      "feature": "connectivity_driving",
      "scenario": "length",
      "year": 2023,
      "band": "D3",
      "bandValue": 3,
      "nationalLSOAs": 3562,
      "eligibleLSOAs": 3252,
      "collisions": 6654,
      "miles": 29227361338.545517,
      "frequencyPer100k": 0.022766338442001596,
      "clusters": 130,
      "sourceReportingAreas": null
    },
    {
      "feature": "connectivity_driving",
      "scenario": "length",
      "year": 2023,
      "band": "D4",
      "bandValue": 4,
      "nationalLSOAs": 3581,
      "eligibleLSOAs": 3272,
      "collisions": 6229,
      "miles": 23589136293.231384,
      "frequencyPer100k": 0.02640622328248337,
      "clusters": 137,
      "sourceReportingAreas": null
    },
    {
      "feature": "connectivity_driving",
      "scenario": "length",
      "year": 2023,
      "band": "D5",
      "bandValue": 5,
      "nationalLSOAs": 3564,
      "eligibleLSOAs": 3237,
      "collisions": 6426,
      "miles": 21267055641.590153,
      "frequencyPer100k": 0.03021574828361865,
      "clusters": 139,
      "sourceReportingAreas": null
    },
    {
      "feature": "connectivity_driving",
      "scenario": "length",
      "year": 2023,
      "band": "D6",
      "bandValue": 6,
      "nationalLSOAs": 3562,
      "eligibleLSOAs": 3238,
      "collisions": 7072,
      "miles": 18608123344.163395,
      "frequencyPer100k": 0.0380049071537254,
      "clusters": 139,
      "sourceReportingAreas": null
    },
    {
      "feature": "connectivity_driving",
      "scenario": "length",
      "year": 2023,
      "band": "D7",
      "bandValue": 7,
      "nationalLSOAs": 3563,
      "eligibleLSOAs": 3264,
      "collisions": 8121,
      "miles": 18393309358.306953,
      "frequencyPer100k": 0.04415192416873215,
      "clusters": 134,
      "sourceReportingAreas": null
    },
    {
      "feature": "connectivity_driving",
      "scenario": "length",
      "year": 2023,
      "band": "D8",
      "bandValue": 8,
      "nationalLSOAs": 3572,
      "eligibleLSOAs": 3284,
      "collisions": 8915,
      "miles": 17428999585.215355,
      "frequencyPer100k": 0.05115038276529883,
      "clusters": 127,
      "sourceReportingAreas": null
    },
    {
      "feature": "connectivity_driving",
      "scenario": "length",
      "year": 2023,
      "band": "D9",
      "bandValue": 9,
      "nationalLSOAs": 3570,
      "eligibleLSOAs": 3391,
      "collisions": 11422,
      "miles": 16442308195.154402,
      "frequencyPer100k": 0.0694671323784461,
      "clusters": 111,
      "sourceReportingAreas": null
    },
    {
      "feature": "connectivity_driving",
      "scenario": "length",
      "year": 2023,
      "band": "D10",
      "bandValue": 10,
      "nationalLSOAs": 3554,
      "eligibleLSOAs": 3515,
      "collisions": 17295,
      "miles": 12855840048.969755,
      "frequencyPer100k": 0.13453029855786042,
      "clusters": 79,
      "sourceReportingAreas": null
    },
    {
      "feature": "connectivity_driving",
      "scenario": "length",
      "year": 2024,
      "band": "D1",
      "bandValue": 1,
      "nationalLSOAs": 3571,
      "eligibleLSOAs": 3534,
      "collisions": 13387,
      "miles": 82158762634.27602,
      "frequencyPer100k": 0.016294062338294082,
      "clusters": 92,
      "sourceReportingAreas": null
    },
    {
      "feature": "connectivity_driving",
      "scenario": "length",
      "year": 2024,
      "band": "D2",
      "bandValue": 2,
      "nationalLSOAs": 3573,
      "eligibleLSOAs": 3529,
      "collisions": 8338,
      "miles": 48197679444.37435,
      "frequencyPer100k": 0.017299588063410826,
      "clusters": 119,
      "sourceReportingAreas": null
    },
    {
      "feature": "connectivity_driving",
      "scenario": "length",
      "year": 2024,
      "band": "D3",
      "bandValue": 3,
      "nationalLSOAs": 3562,
      "eligibleLSOAs": 3489,
      "collisions": 6946,
      "miles": 31952254387.774,
      "frequencyPer100k": 0.021738685213578458,
      "clusters": 137,
      "sourceReportingAreas": null
    },
    {
      "feature": "connectivity_driving",
      "scenario": "length",
      "year": 2024,
      "band": "D4",
      "bandValue": 4,
      "nationalLSOAs": 3581,
      "eligibleLSOAs": 3506,
      "collisions": 6445,
      "miles": 25424257985.928574,
      "frequencyPer100k": 0.025349805699608145,
      "clusters": 144,
      "sourceReportingAreas": null
    },
    {
      "feature": "connectivity_driving",
      "scenario": "length",
      "year": 2024,
      "band": "D5",
      "bandValue": 5,
      "nationalLSOAs": 3564,
      "eligibleLSOAs": 3469,
      "collisions": 6531,
      "miles": 22872441538.973816,
      "frequencyPer100k": 0.028554013304051565,
      "clusters": 146,
      "sourceReportingAreas": null
    },
    {
      "feature": "connectivity_driving",
      "scenario": "length",
      "year": 2024,
      "band": "D6",
      "bandValue": 6,
      "nationalLSOAs": 3562,
      "eligibleLSOAs": 3445,
      "collisions": 6933,
      "miles": 19771414699.534004,
      "frequencyPer100k": 0.035065776047696805,
      "clusters": 146,
      "sourceReportingAreas": null
    },
    {
      "feature": "connectivity_driving",
      "scenario": "length",
      "year": 2024,
      "band": "D7",
      "bandValue": 7,
      "nationalLSOAs": 3563,
      "eligibleLSOAs": 3427,
      "collisions": 8006,
      "miles": 19507900345.56102,
      "frequencyPer100k": 0.04103978315545244,
      "clusters": 140,
      "sourceReportingAreas": null
    },
    {
      "feature": "connectivity_driving",
      "scenario": "length",
      "year": 2024,
      "band": "D8",
      "bandValue": 8,
      "nationalLSOAs": 3572,
      "eligibleLSOAs": 3432,
      "collisions": 8862,
      "miles": 18440522848.072094,
      "frequencyPer100k": 0.0480572057148938,
      "clusters": 133,
      "sourceReportingAreas": null
    },
    {
      "feature": "connectivity_driving",
      "scenario": "length",
      "year": 2024,
      "band": "D9",
      "bandValue": 9,
      "nationalLSOAs": 3570,
      "eligibleLSOAs": 3485,
      "collisions": 11183,
      "miles": 17243367399.86209,
      "frequencyPer100k": 0.06485392174668528,
      "clusters": 115,
      "sourceReportingAreas": null
    },
    {
      "feature": "connectivity_driving",
      "scenario": "length",
      "year": 2024,
      "band": "D10",
      "bandValue": 10,
      "nationalLSOAs": 3554,
      "eligibleLSOAs": 3528,
      "collisions": 15863,
      "miles": 13071598715.644037,
      "frequencyPer100k": 0.12135470453981444,
      "clusters": 81,
      "sourceReportingAreas": null
    },
    {
      "feature": "connectivity_driving",
      "scenario": "length",
      "year": 2025,
      "band": "D1",
      "bandValue": 1,
      "nationalLSOAs": 3571,
      "eligibleLSOAs": 3533,
      "collisions": 13436,
      "miles": 83973385340.59195,
      "frequencyPer100k": 0.016000307651649677,
      "clusters": 92,
      "sourceReportingAreas": null
    },
    {
      "feature": "connectivity_driving",
      "scenario": "length",
      "year": 2025,
      "band": "D2",
      "bandValue": 2,
      "nationalLSOAs": 3573,
      "eligibleLSOAs": 3529,
      "collisions": 8707,
      "miles": 49212895697.99558,
      "frequencyPer100k": 0.017692517126877035,
      "clusters": 119,
      "sourceReportingAreas": null
    },
    {
      "feature": "connectivity_driving",
      "scenario": "length",
      "year": 2025,
      "band": "D3",
      "bandValue": 3,
      "nationalLSOAs": 3562,
      "eligibleLSOAs": 3489,
      "collisions": 7077,
      "miles": 32608945899.05118,
      "frequencyPer100k": 0.021702633448835027,
      "clusters": 137,
      "sourceReportingAreas": null
    },
    {
      "feature": "connectivity_driving",
      "scenario": "length",
      "year": 2025,
      "band": "D4",
      "bandValue": 4,
      "nationalLSOAs": 3581,
      "eligibleLSOAs": 3506,
      "collisions": 6417,
      "miles": 26052012555.08066,
      "frequencyPer100k": 0.024631494347827486,
      "clusters": 144,
      "sourceReportingAreas": null
    },
    {
      "feature": "connectivity_driving",
      "scenario": "length",
      "year": 2025,
      "band": "D5",
      "bandValue": 5,
      "nationalLSOAs": 3564,
      "eligibleLSOAs": 3469,
      "collisions": 6603,
      "miles": 23316388831.94453,
      "frequencyPer100k": 0.028319136584965442,
      "clusters": 146,
      "sourceReportingAreas": null
    },
    {
      "feature": "connectivity_driving",
      "scenario": "length",
      "year": 2025,
      "band": "D6",
      "bandValue": 6,
      "nationalLSOAs": 3562,
      "eligibleLSOAs": 3445,
      "collisions": 6939,
      "miles": 20096817662.973858,
      "frequencyPer100k": 0.034527854690070324,
      "clusters": 146,
      "sourceReportingAreas": null
    },
    {
      "feature": "connectivity_driving",
      "scenario": "length",
      "year": 2025,
      "band": "D7",
      "bandValue": 7,
      "nationalLSOAs": 3563,
      "eligibleLSOAs": 3427,
      "collisions": 8161,
      "miles": 19872704717.46959,
      "frequencyPer100k": 0.041066377808280284,
      "clusters": 140,
      "sourceReportingAreas": null
    },
    {
      "feature": "connectivity_driving",
      "scenario": "length",
      "year": 2025,
      "band": "D8",
      "bandValue": 8,
      "nationalLSOAs": 3572,
      "eligibleLSOAs": 3432,
      "collisions": 8803,
      "miles": 18703633716.189426,
      "frequencyPer100k": 0.047065720669991144,
      "clusters": 133,
      "sourceReportingAreas": null
    },
    {
      "feature": "connectivity_driving",
      "scenario": "length",
      "year": 2025,
      "band": "D9",
      "bandValue": 9,
      "nationalLSOAs": 3570,
      "eligibleLSOAs": 3485,
      "collisions": 11006,
      "miles": 17485585073.141563,
      "frequencyPer100k": 0.06294327558364392,
      "clusters": 115,
      "sourceReportingAreas": null
    },
    {
      "feature": "connectivity_driving",
      "scenario": "length",
      "year": 2025,
      "band": "D10",
      "bandValue": 10,
      "nationalLSOAs": 3554,
      "eligibleLSOAs": 3528,
      "collisions": 15642,
      "miles": 13145530505.561653,
      "frequencyPer100k": 0.11899101366340548,
      "clusters": 81,
      "sourceReportingAreas": null
    }
  ],
  "subgroups": [
    {
      "feature": "connectivity_driving",
      "form": "categorical",
      "scenario": "fitted",
      "sample": "temporal_2023",
      "dimension": "year",
      "group": "2023",
      "rows": 33108,
      "observed": 92703.0,
      "baseExpected": 97536.70796420943,
      "expected": 97483.13412551471,
      "baseDeviance": 70909.04750319224,
      "featureDeviance": 69043.80027104946,
      "gain": 0.026304784760489253,
      "oe": 0.9509645010042451
    },
    {
      "feature": "connectivity_driving",
      "form": "categorical",
      "scenario": "fitted",
      "sample": "temporal_2023",
      "dimension": "region",
      "group": "East Midlands",
      "rows": 2847,
      "observed": 7798.0,
      "baseExpected": 7917.794928232712,
      "expected": 7905.8727520150105,
      "baseDeviance": 5990.656178229321,
      "featureDeviance": 5930.071115958056,
      "gain": 0.010113259794717888,
      "oe": 0.9863553644994455
    },
    {
      "feature": "connectivity_driving",
      "form": "categorical",
      "scenario": "fitted",
      "sample": "temporal_2023",
      "dimension": "region",
      "group": "East of England",
      "rows": 3758,
      "observed": 9557.0,
      "baseExpected": 10437.304581155866,
      "expected": 10429.55288404466,
      "baseDeviance": 7634.583762542322,
      "featureDeviance": 7425.786044220605,
      "gain": 0.027348932805760118,
      "oe": 0.9163384189384083
    },
    {
      "feature": "connectivity_driving",
      "form": "categorical",
      "scenario": "fitted",
      "sample": "temporal_2023",
      "dimension": "region",
      "group": "London",
      "rows": 4992,
      "observed": 22068.0,
      "baseExpected": 22672.037596228052,
      "expected": 22668.46200857371,
      "baseDeviance": 15148.403628817705,
      "featureDeviance": 14407.352677964462,
      "gain": 0.04891940887048307,
      "oe": 0.9735111271180813
    },
    {
      "feature": "connectivity_driving",
      "form": "categorical",
      "scenario": "fitted",
      "sample": "temporal_2023",
      "dimension": "region",
      "group": "North East",
      "rows": 1682,
      "observed": 3016.0,
      "baseExpected": 3211.4320861758915,
      "expected": 3210.6153558821497,
      "baseDeviance": 2789.4148301176156,
      "featureDeviance": 2690.8099953633982,
      "gain": 0.035349648854508864,
      "oe": 0.9393837833842051
    },
    {
      "feature": "connectivity_driving",
      "form": "categorical",
      "scenario": "fitted",
      "sample": "temporal_2023",
      "dimension": "region",
      "group": "North West",
      "rows": 4567,
      "observed": 9632.0,
      "baseExpected": 10505.766762617237,
      "expected": 10502.939311082413,
      "baseDeviance": 8313.283840244454,
      "featureDeviance": 8660.845141325757,
      "gain": -0.04180794349866468,
      "oe": 0.9170766120524545
    },
    {
      "feature": "connectivity_driving",
      "form": "categorical",
      "scenario": "fitted",
      "sample": "temporal_2023",
      "dimension": "region",
      "group": "South East",
      "rows": 5237,
      "observed": 15452.0,
      "baseExpected": 16653.492545638754,
      "expected": 16649.73429717742,
      "baseDeviance": 11545.902670512176,
      "featureDeviance": 11278.644654532087,
      "gain": 0.023147433648705196,
      "oe": 0.9280628581934507
    },
    {
      "feature": "connectivity_driving",
      "form": "categorical",
      "scenario": "fitted",
      "sample": "temporal_2023",
      "dimension": "region",
      "group": "South West",
      "rows": 2368,
      "observed": 6535.0,
      "baseExpected": 6686.570928603191,
      "expected": 6682.423239954203,
      "baseDeviance": 4324.641282343235,
      "featureDeviance": 4211.147969630357,
      "gain": 0.02624340501401856,
      "oe": 0.9779386556851473
    },
    {
      "feature": "connectivity_driving",
      "form": "categorical",
      "scenario": "fitted",
      "sample": "temporal_2023",
      "dimension": "region",
      "group": "Wales",
      "rows": 1916,
      "observed": 3197.0,
      "baseExpected": 3327.2011911406116,
      "expected": 3326.7579243739356,
      "baseDeviance": 3736.2691798156793,
      "featureDeviance": 3663.2109738303407,
      "gain": 0.01955378546599873,
      "oe": 0.9609956818849827
    },
    {
      "feature": "connectivity_driving",
      "form": "categorical",
      "scenario": "fitted",
      "sample": "temporal_2023",
      "dimension": "region",
      "group": "West Midlands",
      "rows": 2877,
      "observed": 6971.0,
      "baseExpected": 7574.507719988112,
      "expected": 7562.448396002919,
      "baseDeviance": 5694.638619874549,
      "featureDeviance": 5162.8036133899395,
      "gain": 0.09339223118188411,
      "oe": 0.9217914139664708
    },
    {
      "feature": "connectivity_driving",
      "form": "categorical",
      "scenario": "fitted",
      "sample": "temporal_2023",
      "dimension": "region",
      "group": "Yorkshire and The Humber",
      "rows": 2864,
      "observed": 8477.0,
      "baseExpected": 8550.599624429009,
      "expected": 8544.327956408273,
      "baseDeviance": 5731.2535106951855,
      "featureDeviance": 5613.128084834455,
      "gain": 0.020610748702756698,
      "oe": 0.9921201577523979
    },
    {
      "feature": "connectivity_driving",
      "form": "categorical",
      "scenario": "fitted",
      "sample": "temporal_2023",
      "dimension": "urbanRural",
      "group": "Rural",
      "rows": 5651,
      "observed": 19641.0,
      "baseExpected": 20807.408781201953,
      "expected": 20768.6903721322,
      "baseDeviance": 13190.615621173,
      "featureDeviance": 12954.317601577208,
      "gain": 0.01791410093221857,
      "oe": 0.945702384121179
    },
    {
      "feature": "connectivity_driving",
      "form": "categorical",
      "scenario": "fitted",
      "sample": "temporal_2023",
      "dimension": "urbanRural",
      "group": "Urban",
      "rows": 27457,
      "observed": 73062.0,
      "baseExpected": 76729.29918300748,
      "expected": 76714.44375338251,
      "baseDeviance": 57718.43188201924,
      "featureDeviance": 56089.48266947224,
      "gain": 0.028222340064204987,
      "oe": 0.95238909943577
    },
    {
      "feature": "connectivity_driving",
      "form": "categorical",
      "scenario": "fitted",
      "sample": "temporal_2023",
      "dimension": "betterObserved",
      "group": "False",
      "rows": 32750,
      "observed": 91351.0,
      "baseExpected": 96210.73489123484,
      "expected": 96173.60561361731,
      "baseDeviance": 69995.58657392944,
      "featureDeviance": 68155.25035672668,
      "gain": 0.026292175082481717,
      "oe": 0.9498552062923336
    },
    {
      "feature": "connectivity_driving",
      "form": "categorical",
      "scenario": "fitted",
      "sample": "temporal_2023",
      "dimension": "betterObserved",
      "group": "True",
      "rows": 358,
      "observed": 1352.0,
      "baseExpected": 1325.9730729745972,
      "expected": 1309.528511897367,
      "baseDeviance": 913.4609292628057,
      "featureDeviance": 888.5499143227621,
      "gain": 0.027271024016481626,
      "oe": 1.0324326562703827
    },
    {
      "feature": "connectivity_driving",
      "form": "categorical",
      "scenario": "fitted",
      "sample": "temporal_2023",
      "dimension": "band",
      "group": "D1",
      "rows": 3332,
      "observed": 12554.0,
      "baseExpected": 13210.532952276799,
      "expected": 13286.877940320213,
      "baseDeviance": 8117.25429094975,
      "featureDeviance": 7918.409950922465,
      "gain": 0.024496502499494643,
      "oe": 0.9448419753976793
    },
    {
      "feature": "connectivity_driving",
      "form": "categorical",
      "scenario": "fitted",
      "sample": "temporal_2023",
      "dimension": "band",
      "group": "D2",
      "rows": 3323,
      "observed": 8015.0,
      "baseExpected": 9366.327876586744,
      "expected": 8597.177861411777,
      "baseDeviance": 6677.906419981198,
      "featureDeviance": 6350.200794658742,
      "gain": 0.04907310835352785,
      "oe": 0.9322826780140413
    },
    {
      "feature": "connectivity_driving",
      "form": "categorical",
      "scenario": "fitted",
      "sample": "temporal_2023",
      "dimension": "band",
      "group": "D3",
      "rows": 3252,
      "observed": 6654.0,
      "baseExpected": 7907.33645992886,
      "expected": 7213.69234407498,
      "baseDeviance": 6674.106671465092,
      "featureDeviance": 6427.244838115269,
      "gain": 0.03698799637189987,
      "oe": 0.9224125014792616
    },
    {
      "feature": "connectivity_driving",
      "form": "categorical",
      "scenario": "fitted",
      "sample": "temporal_2023",
      "dimension": "band",
      "group": "D4",
      "rows": 3272,
      "observed": 6229.0,
      "baseExpected": 7329.199761647533,
      "expected": 6583.0763367388045,
      "baseDeviance": 5973.289575028742,
      "featureDeviance": 5779.592403148234,
      "gain": 0.03242721944877014,
      "oe": 0.9462141529845588
    },
    {
      "feature": "connectivity_driving",
      "form": "categorical",
      "scenario": "fitted",
      "sample": "temporal_2023",
      "dimension": "band",
      "group": "D5",
      "rows": 3237,
      "observed": 6426.0,
      "baseExpected": 7384.660953752341,
      "expected": 6964.8525945310885,
      "baseDeviance": 5859.004800008652,
      "featureDeviance": 5770.209101201096,
      "gain": 0.015155423461579054,
      "oe": 0.9226325916855435
    },
    {
      "feature": "connectivity_driving",
      "form": "categorical",
      "scenario": "fitted",
      "sample": "temporal_2023",
      "dimension": "band",
      "group": "D6",
      "rows": 3238,
      "observed": 7072.0,
      "baseExpected": 7527.928710383138,
      "expected": 7138.522469280754,
      "baseDeviance": 6024.817096625355,
      "featureDeviance": 5932.947794817124,
      "gain": 0.015248479801932668,
      "oe": 0.990681199146319
    },
    {
      "feature": "connectivity_driving",
      "form": "categorical",
      "scenario": "fitted",
      "sample": "temporal_2023",
      "dimension": "band",
      "group": "D7",
      "rows": 3264,
      "observed": 8121.0,
      "baseExpected": 8368.880677279842,
      "expected": 8431.722222630688,
      "baseDeviance": 6248.854597687912,
      "featureDeviance": 6166.638330026748,
      "gain": 0.013157014037674108,
      "oe": 0.9631484275185547
    },
    {
      "feature": "connectivity_driving",
      "form": "categorical",
      "scenario": "fitted",
      "sample": "temporal_2023",
      "dimension": "band",
      "group": "D8",
      "rows": 3284,
      "observed": 8915.0,
      "baseExpected": 9308.992998188129,
      "expected": 9486.442152771524,
      "baseDeviance": 6680.670502785122,
      "featureDeviance": 6509.5033286148355,
      "gain": 0.02562125674345539,
      "oe": 0.9397622265999299
    },
    {
      "feature": "connectivity_driving",
      "form": "categorical",
      "scenario": "fitted",
      "sample": "temporal_2023",
      "dimension": "band",
      "group": "D9",
      "rows": 3391,
      "observed": 11422.0,
      "baseExpected": 11617.03345706811,
      "expected": 11907.445841821725,
      "baseDeviance": 7897.1366292172515,
      "featureDeviance": 7692.117502274168,
      "gain": 0.025961197908691225,
      "oe": 0.9592317405201436
    },
    {
      "feature": "connectivity_driving",
      "form": "categorical",
      "scenario": "fitted",
      "sample": "temporal_2023",
      "dimension": "band",
      "group": "D10",
      "rows": 3515,
      "observed": 17295.0,
      "baseExpected": 15515.814117097936,
      "expected": 17873.324361933144,
      "baseDeviance": 10756.006919443163,
      "featureDeviance": 10496.936227270773,
      "gain": 0.024086140341178064,
      "oe": 0.9676431563472956
    },
    {
      "feature": "connectivity_driving",
      "form": "categorical",
      "scenario": "fitted",
      "sample": "diagnostic_2024",
      "dimension": "year",
      "group": "2024",
      "rows": 34844,
      "observed": 92494.0,
      "baseExpected": 98730.62453805192,
      "expected": 98672.17477722545,
      "baseDeviance": 72161.99967063732,
      "featureDeviance": 70335.86360457695,
      "gain": 0.025306062392883244,
      "oe": 0.9373868591507782
    },
    {
      "feature": "connectivity_driving",
      "form": "categorical",
      "scenario": "fitted",
      "sample": "diagnostic_2024",
      "dimension": "region",
      "group": "East Midlands",
      "rows": 2847,
      "observed": 7723.0,
      "baseExpected": 7711.809521254479,
      "expected": 7716.238811289422,
      "baseDeviance": 6069.325326490749,
      "featureDeviance": 6025.613069800194,
      "gain": 0.007202160757434406,
      "oe": 1.00087622854553
    },
    {
      "feature": "connectivity_driving",
      "form": "categorical",
      "scenario": "fitted",
      "sample": "diagnostic_2024",
      "dimension": "region",
      "group": "East of England",
      "rows": 3758,
      "observed": 9589.0,
      "baseExpected": 9698.041054502319,
      "expected": 9706.85749718332,
      "baseDeviance": 7301.434262095925,
      "featureDeviance": 7187.865016700891,
      "gain": 0.015554374841749707,
      "oe": 0.9878583262175715
    },
    {
      "feature": "connectivity_driving",
      "form": "categorical",
      "scenario": "fitted",
      "sample": "diagnostic_2024",
      "dimension": "region",
      "group": "London",
      "rows": 4992,
      "observed": 20028.0,
      "baseExpected": 22229.396685832005,
      "expected": 22232.37377594051,
      "baseDeviance": 13861.377571300709,
      "featureDeviance": 13216.174209777953,
      "gain": 0.0465468427076553,
      "oe": 0.9008484744743702
    },
    {
      "feature": "connectivity_driving",
      "form": "categorical",
      "scenario": "fitted",
      "sample": "diagnostic_2024",
      "dimension": "region",
      "group": "North East",
      "rows": 1682,
      "observed": 2848.0,
      "baseExpected": 3155.0202045759493,
      "expected": 3152.094213600932,
      "baseDeviance": 2752.220268831001,
      "featureDeviance": 2652.955332556227,
      "gain": 0.03606722085399672,
      "oe": 0.9035262929994923
    },
    {
      "feature": "connectivity_driving",
      "form": "categorical",
      "scenario": "fitted",
      "sample": "diagnostic_2024",
      "dimension": "region",
      "group": "North West",
      "rows": 4567,
      "observed": 9491.0,
      "baseExpected": 9961.957481674053,
      "expected": 9961.426904396245,
      "baseDeviance": 8244.477534615935,
      "featureDeviance": 8527.420952999335,
      "gain": -0.03431914480880205,
      "oe": 0.9527751486899299
    },
    {
      "feature": "connectivity_driving",
      "form": "categorical",
      "scenario": "fitted",
      "sample": "diagnostic_2024",
      "dimension": "region",
      "group": "South East",
      "rows": 5237,
      "observed": 14444.0,
      "baseExpected": 15851.502375795833,
      "expected": 15852.624154477198,
      "baseDeviance": 11264.756858899878,
      "featureDeviance": 10976.180201213661,
      "gain": 0.025617655249986382,
      "oe": 0.9111425250008613
    },
    {
      "feature": "connectivity_driving",
      "form": "categorical",
      "scenario": "fitted",
      "sample": "diagnostic_2024",
      "dimension": "region",
      "group": "South West",
      "rows": 3407,
      "observed": 8856.0,
      "baseExpected": 9543.836531495308,
      "expected": 9618.032357478074,
      "baseDeviance": 6127.362664961394,
      "featureDeviance": 5994.122384809016,
      "gain": 0.02174512713508825,
      "oe": 0.9207704518808788
    },
    {
      "feature": "connectivity_driving",
      "form": "categorical",
      "scenario": "fitted",
      "sample": "diagnostic_2024",
      "dimension": "region",
      "group": "Wales",
      "rows": 1916,
      "observed": 2878.0,
      "baseExpected": 3233.47580950481,
      "expected": 3234.320683569287,
      "baseDeviance": 3695.5868749494707,
      "featureDeviance": 3640.646025891093,
      "gain": 0.01486661007235257,
      "oe": 0.8898313684912457
    },
    {
      "feature": "connectivity_driving",
      "form": "categorical",
      "scenario": "fitted",
      "sample": "diagnostic_2024",
      "dimension": "region",
      "group": "West Midlands",
      "rows": 3574,
      "observed": 8596.0,
      "baseExpected": 8947.542947866648,
      "expected": 8800.326664789513,
      "baseDeviance": 7108.028387328184,
      "featureDeviance": 6514.690785420791,
      "gain": 0.08347428704212323,
      "oe": 0.9767819226975935
    },
    {
      "feature": "connectivity_driving",
      "form": "categorical",
      "scenario": "fitted",
      "sample": "diagnostic_2024",
      "dimension": "region",
      "group": "Yorkshire and The Humber",
      "rows": 2864,
      "observed": 8041.0,
      "baseExpected": 8398.041925550511,
      "expected": 8397.879714500963,
      "baseDeviance": 5737.4299211640755,
      "featureDeviance": 5600.195625407794,
      "gain": 0.023919123656753527,
      "oe": 0.9575035929742213
    },
    {
      "feature": "connectivity_driving",
      "form": "categorical",
      "scenario": "fitted",
      "sample": "diagnostic_2024",
      "dimension": "urbanRural",
      "group": "Rural",
      "rows": 6000,
      "observed": 20598.0,
      "baseExpected": 21344.85087891389,
      "expected": 21354.4702026645,
      "baseDeviance": 13812.709003006228,
      "featureDeviance": 13618.031754206047,
      "gain": 0.014094067192598536,
      "oe": 0.9645755574600905
    },
    {
      "feature": "connectivity_driving",
      "form": "categorical",
      "scenario": "fitted",
      "sample": "diagnostic_2024",
      "dimension": "urbanRural",
      "group": "Urban",
      "rows": 28844,
      "observed": 71896.0,
      "baseExpected": 77385.77365913804,
      "expected": 77317.70457456098,
      "baseDeviance": 58349.290667631096,
      "featureDeviance": 56717.8318503709,
      "gain": 0.027960216801148463,
      "oe": 0.9298775797290699
    },
    {
      "feature": "connectivity_driving",
      "form": "categorical",
      "scenario": "fitted",
      "sample": "diagnostic_2024",
      "dimension": "betterObserved",
      "group": "False",
      "rows": 34412,
      "observed": 91098.0,
      "baseExpected": 97333.36133309617,
      "expected": 97268.73395001714,
      "baseDeviance": 71263.1964928057,
      "featureDeviance": 69450.45563384499,
      "gain": 0.025437265631828798,
      "oe": 0.9365599437822636
    },
    {
      "feature": "connectivity_driving",
      "form": "categorical",
      "scenario": "fitted",
      "sample": "diagnostic_2024",
      "dimension": "betterObserved",
      "group": "True",
      "rows": 432,
      "observed": 1396.0,
      "baseExpected": 1397.2632049557574,
      "expected": 1403.440827208333,
      "baseDeviance": 898.8031778316208,
      "featureDeviance": 885.4079707319607,
      "gain": 0.014903381997353748,
      "oe": 0.9946981539484396
    },
    {
      "feature": "connectivity_driving",
      "form": "categorical",
      "scenario": "fitted",
      "sample": "diagnostic_2024",
      "dimension": "band",
      "group": "D1",
      "rows": 3534,
      "observed": 13387.0,
      "baseExpected": 13530.012666740495,
      "expected": 13690.662094095569,
      "baseDeviance": 8357.727093975223,
      "featureDeviance": 8183.7747691773075,
      "gain": 0.020813353061421624,
      "oe": 0.9778197656177249
    },
    {
      "feature": "connectivity_driving",
      "form": "categorical",
      "scenario": "fitted",
      "sample": "diagnostic_2024",
      "dimension": "band",
      "group": "D2",
      "rows": 3529,
      "observed": 8338.0,
      "baseExpected": 9600.862460736353,
      "expected": 8788.837276158454,
      "baseDeviance": 6958.076526195033,
      "featureDeviance": 6686.777871878249,
      "gain": 0.03899046716365173,
      "oe": 0.9487034220804789
    },
    {
      "feature": "connectivity_driving",
      "form": "categorical",
      "scenario": "fitted",
      "sample": "diagnostic_2024",
      "dimension": "band",
      "group": "D3",
      "rows": 3489,
      "observed": 6946.0,
      "baseExpected": 8101.938150569039,
      "expected": 7318.0645399315235,
      "baseDeviance": 6818.506715156433,
      "featureDeviance": 6555.094764707131,
      "gain": 0.038631911861842116,
      "oe": 0.9491580679698399
    },
    {
      "feature": "connectivity_driving",
      "form": "categorical",
      "scenario": "fitted",
      "sample": "diagnostic_2024",
      "dimension": "band",
      "group": "D4",
      "rows": 3506,
      "observed": 6445.0,
      "baseExpected": 7497.33488924379,
      "expected": 6742.045445221247,
      "baseDeviance": 6299.448554648492,
      "featureDeviance": 6064.93332942497,
      "gain": 0.037227897519770736,
      "oe": 0.9559413463414441
    },
    {
      "feature": "connectivity_driving",
      "form": "categorical",
      "scenario": "fitted",
      "sample": "diagnostic_2024",
      "dimension": "band",
      "group": "D5",
      "rows": 3469,
      "observed": 6531.0,
      "baseExpected": 7556.591668643075,
      "expected": 7044.4075451593035,
      "baseDeviance": 6275.087667328062,
      "featureDeviance": 6160.912494291438,
      "gain": 0.018194992498844265,
      "oe": 0.9271184209789082
    },
    {
      "feature": "connectivity_driving",
      "form": "categorical",
      "scenario": "fitted",
      "sample": "diagnostic_2024",
      "dimension": "band",
      "group": "D6",
      "rows": 3445,
      "observed": 6933.0,
      "baseExpected": 7691.992799259206,
      "expected": 7455.793732595886,
      "baseDeviance": 6433.951893603898,
      "featureDeviance": 6332.542778788817,
      "gain": 0.01576155937937518,
      "oe": 0.9298808750153199
    },
    {
      "feature": "connectivity_driving",
      "form": "categorical",
      "scenario": "fitted",
      "sample": "diagnostic_2024",
      "dimension": "band",
      "group": "D7",
      "rows": 3427,
      "observed": 8006.0,
      "baseExpected": 8475.15927078709,
      "expected": 8608.00020026381,
      "baseDeviance": 6314.5871868447975,
      "featureDeviance": 6256.999820994693,
      "gain": 0.00911973564480606,
      "oe": 0.9300650341242602
    },
    {
      "feature": "connectivity_driving",
      "form": "categorical",
      "scenario": "fitted",
      "sample": "diagnostic_2024",
      "dimension": "band",
      "group": "D8",
      "rows": 3432,
      "observed": 8862.0,
      "baseExpected": 9424.487431253763,
      "expected": 9551.105709817548,
      "baseDeviance": 6939.729952636015,
      "featureDeviance": 6730.928224243277,
      "gain": 0.030087875150448085,
      "oe": 0.9278506875796361
    },
    {
      "feature": "connectivity_driving",
      "form": "categorical",
      "scenario": "fitted",
      "sample": "diagnostic_2024",
      "dimension": "band",
      "group": "D9",
      "rows": 3485,
      "observed": 11183.0,
      "baseExpected": 11688.594063871338,
      "expected": 11982.470874766299,
      "baseDeviance": 7969.387579907984,
      "featureDeviance": 7720.205927044037,
      "gain": 0.0312673527752837,
      "oe": 0.9332799651155512
    },
    {
      "feature": "connectivity_driving",
      "form": "categorical",
      "scenario": "fitted",
      "sample": "diagnostic_2024",
      "dimension": "band",
      "group": "D10",
      "rows": 3528,
      "observed": 15863.0,
      "baseExpected": 15163.65113694777,
      "expected": 17490.78735921583,
      "baseDeviance": 9795.496500341385,
      "featureDeviance": 9643.693624027033,
      "gain": 0.015497211020294999,
      "oe": 0.9069345864319737
    },
    {
      "feature": "connectivity_driving",
      "form": "categorical",
      "scenario": "fitted",
      "sample": "diagnostic_2025",
      "dimension": "year",
      "group": "2025",
      "rows": 34843,
      "observed": 92791.0,
      "baseExpected": 100097.08544166648,
      "expected": 100044.39172119912,
      "baseDeviance": 71788.98081332492,
      "featureDeviance": 70188.937751328,
      "gain": 0.022288142885849793,
      "oe": 0.9274982675549404
    },
    {
      "feature": "connectivity_driving",
      "form": "categorical",
      "scenario": "fitted",
      "sample": "diagnostic_2025",
      "dimension": "region",
      "group": "East Midlands",
      "rows": 2847,
      "observed": 7956.0,
      "baseExpected": 7817.36871820691,
      "expected": 7826.0291725605075,
      "baseDeviance": 5989.95063529067,
      "featureDeviance": 5935.171112632015,
      "gain": 0.009145237748023116,
      "oe": 1.016607506127781
    },
    {
      "feature": "connectivity_driving",
      "form": "categorical",
      "scenario": "fitted",
      "sample": "diagnostic_2025",
      "dimension": "region",
      "group": "East of England",
      "rows": 3758,
      "observed": 9709.0,
      "baseExpected": 9980.518413801983,
      "expected": 9981.574152830737,
      "baseDeviance": 7396.334499807114,
      "featureDeviance": 7307.432544520706,
      "gain": 0.012019731569566927,
      "oe": 0.972692267907118
    },
    {
      "feature": "connectivity_driving",
      "form": "categorical",
      "scenario": "fitted",
      "sample": "diagnostic_2025",
      "dimension": "region",
      "group": "London",
      "rows": 4992,
      "observed": 19860.0,
      "baseExpected": 22313.85085599808,
      "expected": 22322.61850934908,
      "baseDeviance": 13261.144268227821,
      "featureDeviance": 12722.004854243158,
      "gain": 0.040655572632324,
      "oe": 0.8896805718237001
    },
    {
      "feature": "connectivity_driving",
      "form": "categorical",
      "scenario": "fitted",
      "sample": "diagnostic_2025",
      "dimension": "region",
      "group": "North East",
      "rows": 1682,
      "observed": 2764.0,
      "baseExpected": 3253.348171876134,
      "expected": 3252.4195860144864,
      "baseDeviance": 2782.4775559347863,
      "featureDeviance": 2735.1132189919745,
      "gain": 0.01702236082436237,
      "oe": 0.8498288510760705
    },
    {
      "feature": "connectivity_driving",
      "form": "categorical",
      "scenario": "fitted",
      "sample": "diagnostic_2025",
      "dimension": "region",
      "group": "North West",
      "rows": 4567,
      "observed": 9449.0,
      "baseExpected": 10122.99904148074,
      "expected": 10120.814273509497,
      "baseDeviance": 8030.254393819568,
      "featureDeviance": 8355.081794322807,
      "gain": -0.040450449583918635,
      "oe": 0.9336205313768159
    },
    {
      "feature": "connectivity_driving",
      "form": "categorical",
      "scenario": "fitted",
      "sample": "diagnostic_2025",
      "dimension": "region",
      "group": "South East",
      "rows": 5237,
      "observed": 14543.0,
      "baseExpected": 16068.149257494406,
      "expected": 16072.328766899456,
      "baseDeviance": 11243.698052533633,
      "featureDeviance": 11002.079124054097,
      "gain": 0.02148927580148685,
      "oe": 0.904847095335116
    },
    {
      "feature": "connectivity_driving",
      "form": "categorical",
      "scenario": "fitted",
      "sample": "diagnostic_2025",
      "dimension": "region",
      "group": "South West",
      "rows": 3406,
      "observed": 8809.0,
      "baseExpected": 9700.842957200603,
      "expected": 9774.801046965127,
      "baseDeviance": 6367.594776745309,
      "featureDeviance": 6212.648390203456,
      "gain": 0.024333581513026337,
      "oe": 0.901194812833046
    },
    {
      "feature": "connectivity_driving",
      "form": "categorical",
      "scenario": "fitted",
      "sample": "diagnostic_2025",
      "dimension": "region",
      "group": "Wales",
      "rows": 1916,
      "observed": 2951.0,
      "baseExpected": 3310.9021569525685,
      "expected": 3308.5401932632667,
      "baseDeviance": 3908.0403766774116,
      "featureDeviance": 3823.331899594361,
      "gain": 0.02167543549155171,
      "oe": 0.8919341545279463
    },
    {
      "feature": "connectivity_driving",
      "form": "categorical",
      "scenario": "fitted",
      "sample": "diagnostic_2025",
      "dimension": "region",
      "group": "West Midlands",
      "rows": 3574,
      "observed": 8774.0,
      "baseExpected": 8981.804589938849,
      "expected": 8845.14005106818,
      "baseDeviance": 7006.778332700427,
      "featureDeviance": 6420.4568342013345,
      "gain": 0.08367918473497982,
      "oe": 0.9919571594505631
    },
    {
      "feature": "connectivity_driving",
      "form": "categorical",
      "scenario": "fitted",
      "sample": "diagnostic_2025",
      "dimension": "region",
      "group": "Yorkshire and The Humber",
      "rows": 2864,
      "observed": 7976.0,
      "baseExpected": 8547.301278716197,
      "expected": 8540.125968738786,
      "baseDeviance": 5802.70792158818,
      "featureDeviance": 5675.6179785640925,
      "gain": 0.02190183354762132,
      "oe": 0.9339440693493545
    },
    {
      "feature": "connectivity_driving",
      "form": "categorical",
      "scenario": "fitted",
      "sample": "diagnostic_2025",
      "dimension": "urbanRural",
      "group": "Rural",
      "rows": 5999,
      "observed": 20915.0,
      "baseExpected": 21822.596892626803,
      "expected": 21837.482448326216,
      "baseDeviance": 13690.091039343122,
      "featureDeviance": 13494.341032254297,
      "gain": 0.014298663648493748,
      "oe": 0.9577569231934553
    },
    {
      "feature": "connectivity_driving",
      "form": "categorical",
      "scenario": "fitted",
      "sample": "diagnostic_2025",
      "dimension": "urbanRural",
      "group": "Urban",
      "rows": 28844,
      "observed": 71876.0,
      "baseExpected": 78274.48854903967,
      "expected": 78206.9092728729,
      "baseDeviance": 58098.8897739818,
      "featureDeviance": 56694.59671907371,
      "gain": 0.024170738208098674,
      "oe": 0.9190492332233252
    },
    {
      "feature": "connectivity_driving",
      "form": "categorical",
      "scenario": "fitted",
      "sample": "diagnostic_2025",
      "dimension": "betterObserved",
      "group": "False",
      "rows": 34462,
      "observed": 91626.0,
      "baseExpected": 98841.9725673295,
      "expected": 98788.23377031469,
      "baseDeviance": 71108.49069274582,
      "featureDeviance": 69524.2385968413,
      "gain": 0.022279366085126928,
      "oe": 0.9274991211304873
    },
    {
      "feature": "connectivity_driving",
      "form": "categorical",
      "scenario": "fitted",
      "sample": "diagnostic_2025",
      "dimension": "betterObserved",
      "group": "True",
      "rows": 381,
      "observed": 1165.0,
      "baseExpected": 1255.112874336972,
      "expected": 1256.157950884441,
      "baseDeviance": 680.4901205790895,
      "featureDeviance": 664.6991544867005,
      "gain": 0.023205283390376086,
      "oe": 0.9274311396745464
    },
    {
      "feature": "connectivity_driving",
      "form": "categorical",
      "scenario": "fitted",
      "sample": "diagnostic_2025",
      "dimension": "band",
      "group": "D1",
      "rows": 3533,
      "observed": 13436.0,
      "baseExpected": 13865.231399870487,
      "expected": 14029.73243695467,
      "baseDeviance": 8156.702224439643,
      "featureDeviance": 7985.674217943615,
      "gain": 0.020967788426011547,
      "oe": 0.9576804162429525
    },
    {
      "feature": "connectivity_driving",
      "form": "categorical",
      "scenario": "fitted",
      "sample": "diagnostic_2025",
      "dimension": "band",
      "group": "D2",
      "rows": 3529,
      "observed": 8707.0,
      "baseExpected": 9801.254579779752,
      "expected": 8974.79612281385,
      "baseDeviance": 7066.622030684912,
      "featureDeviance": 6774.049625440701,
      "gain": 0.04140201697130452,
      "oe": 0.9701613140678355
    },
    {
      "feature": "connectivity_driving",
      "form": "categorical",
      "scenario": "fitted",
      "sample": "diagnostic_2025",
      "dimension": "band",
      "group": "D3",
      "rows": 3489,
      "observed": 7077.0,
      "baseExpected": 8226.293478214853,
      "expected": 7433.901987847146,
      "baseDeviance": 7033.300396185581,
      "featureDeviance": 6760.994782073327,
      "gain": 0.0387166193356302,
      "oe": 0.9519899524596093
    },
    {
      "feature": "connectivity_driving",
      "form": "categorical",
      "scenario": "fitted",
      "sample": "diagnostic_2025",
      "dimension": "band",
      "group": "D4",
      "rows": 3506,
      "observed": 6417.0,
      "baseExpected": 7643.62602799732,
      "expected": 6874.978840944121,
      "baseDeviance": 6542.689697500293,
      "featureDeviance": 6284.0973886787615,
      "gain": 0.039523853457444136,
      "oe": 0.9333846908420117
    },
    {
      "feature": "connectivity_driving",
      "form": "categorical",
      "scenario": "fitted",
      "sample": "diagnostic_2025",
      "dimension": "band",
      "group": "D5",
      "rows": 3469,
      "observed": 6603.0,
      "baseExpected": 7667.221066003874,
      "expected": 7151.971553808535,
      "baseDeviance": 6126.590365476726,
      "featureDeviance": 6025.355333766126,
      "gain": 0.01652387799273447,
      "oe": 0.9232419271136224
    },
    {
      "feature": "connectivity_driving",
      "form": "categorical",
      "scenario": "fitted",
      "sample": "diagnostic_2025",
      "dimension": "band",
      "group": "D6",
      "rows": 3445,
      "observed": 6939.0,
      "baseExpected": 7760.928311686441,
      "expected": 7528.64120071574,
      "baseDeviance": 6557.279934259055,
      "featureDeviance": 6482.730450772577,
      "gain": 0.011368964606343623,
      "oe": 0.9216802627465255
    },
    {
      "feature": "connectivity_driving",
      "form": "categorical",
      "scenario": "fitted",
      "sample": "diagnostic_2025",
      "dimension": "band",
      "group": "D7",
      "rows": 3427,
      "observed": 8161.0,
      "baseExpected": 8612.545171793292,
      "expected": 8746.892429762118,
      "baseDeviance": 6614.089907086339,
      "featureDeviance": 6521.073630078241,
      "gain": 0.014063352375727534,
      "oe": 0.9330170761253946
    },
    {
      "feature": "connectivity_driving",
      "form": "categorical",
      "scenario": "fitted",
      "sample": "diagnostic_2025",
      "dimension": "band",
      "group": "D8",
      "rows": 3432,
      "observed": 8803.0,
      "baseExpected": 9529.054180133573,
      "expected": 9659.224399962046,
      "baseDeviance": 6821.204258920557,
      "featureDeviance": 6638.37808327219,
      "gain": 0.026802624391326746,
      "oe": 0.9113568166026446
    },
    {
      "feature": "connectivity_driving",
      "form": "categorical",
      "scenario": "fitted",
      "sample": "diagnostic_2025",
      "dimension": "band",
      "group": "D9",
      "rows": 3485,
      "observed": 11006.0,
      "baseExpected": 11832.296611591159,
      "expected": 12134.215113596601,
      "baseDeviance": 7553.706042911799,
      "featureDeviance": 7383.645605546721,
      "gain": 0.022513510110002022,
      "oe": 0.9070219949922911
    },
    {
      "feature": "connectivity_driving",
      "form": "categorical",
      "scenario": "fitted",
      "sample": "diagnostic_2025",
      "dimension": "band",
      "group": "D10",
      "rows": 3528,
      "observed": 15642.0,
      "baseExpected": 15158.634614595723,
      "expected": 17510.0376347943,
      "baseDeviance": 9316.795955860016,
      "featureDeviance": 9332.938633755744,
      "gain": -0.0017326426351083057,
      "oe": 0.8933161839080055
    },
    {
      "feature": "connectivity_driving",
      "form": "categorical",
      "scenario": "benchmark",
      "sample": "temporal_2023",
      "dimension": "year",
      "group": "2023",
      "rows": 33108,
      "observed": 92703.0,
      "baseExpected": 97285.25165385114,
      "expected": 97212.87647451361,
      "baseDeviance": 72256.19871382597,
      "featureDeviance": 70075.27694498093,
      "gain": 0.030183178850615833,
      "oe": 0.9536082395864917
    },
    {
      "feature": "connectivity_driving",
      "form": "categorical",
      "scenario": "benchmark",
      "sample": "temporal_2023",
      "dimension": "region",
      "group": "East Midlands",
      "rows": 2847,
      "observed": 7798.0,
      "baseExpected": 7884.19601278298,
      "expected": 7869.842113494848,
      "baseDeviance": 6185.048702903048,
      "featureDeviance": 6107.831166799385,
      "gain": 0.012484547788187972,
      "oe": 0.9908712128580501
    },
    {
      "feature": "connectivity_driving",
      "form": "categorical",
      "scenario": "benchmark",
      "sample": "temporal_2023",
      "dimension": "region",
      "group": "East of England",
      "rows": 3758,
      "observed": 9557.0,
      "baseExpected": 10364.793817696067,
      "expected": 10350.682982008871,
      "baseDeviance": 7838.621399369718,
      "featureDeviance": 7559.921339021185,
      "gain": 0.035554729096999416,
      "oe": 0.9233207138709186
    },
    {
      "feature": "connectivity_driving",
      "form": "categorical",
      "scenario": "benchmark",
      "sample": "temporal_2023",
      "dimension": "region",
      "group": "London",
      "rows": 4992,
      "observed": 22068.0,
      "baseExpected": 22694.582436395896,
      "expected": 22696.23290271416,
      "baseDeviance": 15242.735044335379,
      "featureDeviance": 14539.527673782297,
      "gain": 0.046133936495498795,
      "oe": 0.9723199481866864
    },
    {
      "feature": "connectivity_driving",
      "form": "categorical",
      "scenario": "benchmark",
      "sample": "temporal_2023",
      "dimension": "region",
      "group": "North East",
      "rows": 1682,
      "observed": 3016.0,
      "baseExpected": 3212.6889407940635,
      "expected": 3211.388293871902,
      "baseDeviance": 2871.657747148302,
      "featureDeviance": 2755.1138172795736,
      "gain": 0.04058419913879441,
      "oe": 0.9391576863362335
    },
    {
      "feature": "connectivity_driving",
      "form": "categorical",
      "scenario": "benchmark",
      "sample": "temporal_2023",
      "dimension": "region",
      "group": "North West",
      "rows": 4567,
      "observed": 9632.0,
      "baseExpected": 10474.953796991911,
      "expected": 10469.419508347946,
      "baseDeviance": 8421.778376439455,
      "featureDeviance": 8774.071042819407,
      "gain": -0.04183114903207574,
      "oe": 0.9200128041788547
    },
    {
      "feature": "connectivity_driving",
      "form": "categorical",
      "scenario": "benchmark",
      "sample": "temporal_2023",
      "dimension": "region",
      "group": "South East",
      "rows": 5237,
      "observed": 15452.0,
      "baseExpected": 16599.018246227733,
      "expected": 16589.78978935652,
      "baseDeviance": 11766.636939366736,
      "featureDeviance": 11426.306087710185,
      "gain": 0.028923374912497857,
      "oe": 0.931416262423862
    },
    {
      "feature": "connectivity_driving",
      "form": "categorical",
      "scenario": "benchmark",
      "sample": "temporal_2023",
      "dimension": "region",
      "group": "South West",
      "rows": 2368,
      "observed": 6535.0,
      "baseExpected": 6659.0437308300625,
      "expected": 6652.468206645528,
      "baseDeviance": 4414.01910928086,
      "featureDeviance": 4263.634392776155,
      "gain": 0.03406979280821587,
      "oe": 0.9823421618868945
    },
    {
      "feature": "connectivity_driving",
      "form": "categorical",
      "scenario": "benchmark",
      "sample": "temporal_2023",
      "dimension": "region",
      "group": "Wales",
      "rows": 1916,
      "observed": 3197.0,
      "baseExpected": 3326.4278504425965,
      "expected": 3325.8924251910776,
      "baseDeviance": 3754.880139997911,
      "featureDeviance": 3675.6607009340887,
      "gain": 0.021097727786290044,
      "oe": 0.9612457624261036
    },
    {
      "feature": "connectivity_driving",
      "form": "categorical",
      "scenario": "benchmark",
      "sample": "temporal_2023",
      "dimension": "region",
      "group": "West Midlands",
      "rows": 2877,
      "observed": 6971.0,
      "baseExpected": 7549.759917480023,
      "expected": 7536.449465289358,
      "baseDeviance": 5900.106108501499,
      "featureDeviance": 5259.967117776574,
      "gain": 0.10849618277246653,
      "oe": 0.9249713717455879
    },
    {
      "feature": "connectivity_driving",
      "form": "categorical",
      "scenario": "benchmark",
      "sample": "temporal_2023",
      "dimension": "region",
      "group": "Yorkshire and The Humber",
      "rows": 2864,
      "observed": 8477.0,
      "baseExpected": 8519.786904209808,
      "expected": 8510.710787593422,
      "baseDeviance": 5860.715146483051,
      "featureDeviance": 5713.243606082067,
      "gain": 0.025162721052818915,
      "oe": 0.9960390161956197
    },
    {
      "feature": "connectivity_driving",
      "form": "categorical",
      "scenario": "benchmark",
      "sample": "temporal_2023",
      "dimension": "urbanRural",
      "group": "Rural",
      "rows": 5651,
      "observed": 19641.0,
      "baseExpected": 20680.659242275542,
      "expected": 20633.060216458704,
      "baseDeviance": 13282.183567808634,
      "featureDeviance": 13025.01182330205,
      "gain": 0.01936215857834389,
      "oe": 0.9519189007325558
    },
    {
      "feature": "connectivity_driving",
      "form": "categorical",
      "scenario": "benchmark",
      "sample": "temporal_2023",
      "dimension": "urbanRural",
      "group": "Urban",
      "rows": 27457,
      "observed": 73062.0,
      "baseExpected": 76604.59241157559,
      "expected": 76579.81625805493,
      "baseDeviance": 58974.01514601732,
      "featureDeviance": 57050.26512167887,
      "gain": 0.03262029928902277,
      "oe": 0.954063401690587
    },
    {
      "feature": "connectivity_driving",
      "form": "categorical",
      "scenario": "benchmark",
      "sample": "temporal_2023",
      "dimension": "betterObserved",
      "group": "False",
      "rows": 32750,
      "observed": 91351.0,
      "baseExpected": 95904.25882172605,
      "expected": 95849.38820919253,
      "baseDeviance": 71347.77952043331,
      "featureDeviance": 69194.91018032102,
      "gain": 0.030174300511983332,
      "oe": 0.9530681593984226
    },
    {
      "feature": "connectivity_driving",
      "form": "categorical",
      "scenario": "benchmark",
      "sample": "temporal_2023",
      "dimension": "betterObserved",
      "group": "True",
      "rows": 358,
      "observed": 1352.0,
      "baseExpected": 1380.9928321250966,
      "expected": 1363.488265321092,
      "baseDeviance": 908.4191933926643,
      "featureDeviance": 880.3667646598915,
      "gain": 0.030880488806060646,
      "oe": 0.9915743570272776
    },
    {
      "feature": "connectivity_driving",
      "form": "categorical",
      "scenario": "benchmark",
      "sample": "temporal_2023",
      "dimension": "band",
      "group": "D1",
      "rows": 3332,
      "observed": 12554.0,
      "baseExpected": 13064.14384896622,
      "expected": 13205.956607016233,
      "baseDeviance": 8063.304855862462,
      "featureDeviance": 7846.010228097448,
      "gain": 0.02694858146247925,
      "oe": 0.9506316258324026
    },
    {
      "feature": "connectivity_driving",
      "form": "categorical",
      "scenario": "benchmark",
      "sample": "temporal_2023",
      "dimension": "band",
      "group": "D2",
      "rows": 3323,
      "observed": 8015.0,
      "baseExpected": 9464.601849547387,
      "expected": 8551.948851690897,
      "baseDeviance": 6875.306402507914,
      "featureDeviance": 6472.392230590442,
      "gain": 0.05860308593235941,
      "oe": 0.9372132760610781
    },
    {
      "feature": "connectivity_driving",
      "form": "categorical",
      "scenario": "benchmark",
      "sample": "temporal_2023",
      "dimension": "band",
      "group": "D3",
      "rows": 3252,
      "observed": 6654.0,
      "baseExpected": 8028.049574962828,
      "expected": 7167.173991241985,
      "baseDeviance": 6863.106246526897,
      "featureDeviance": 6552.700121800575,
      "gain": 0.04522822663329795,
      "oe": 0.9283993953727
    },
    {
      "feature": "connectivity_driving",
      "form": "categorical",
      "scenario": "benchmark",
      "sample": "temporal_2023",
      "dimension": "band",
      "group": "D4",
      "rows": 3272,
      "observed": 6229.0,
      "baseExpected": 7385.787378701587,
      "expected": 6556.624449492399,
      "baseDeviance": 6103.607893210431,
      "featureDeviance": 5879.693639096207,
      "gain": 0.03668555681030927,
      "oe": 0.9500315364992784
    },
    {
      "feature": "connectivity_driving",
      "form": "categorical",
      "scenario": "benchmark",
      "sample": "temporal_2023",
      "dimension": "band",
      "group": "D5",
      "rows": 3237,
      "observed": 6426.0,
      "baseExpected": 7445.834382191059,
      "expected": 6943.249606246205,
      "baseDeviance": 6045.204290152125,
      "featureDeviance": 5931.8968580092,
      "gain": 0.01874335865332266,
      "oe": 0.9255032390336532
    },
    {
      "feature": "connectivity_driving",
      "form": "categorical",
      "scenario": "benchmark",
      "sample": "temporal_2023",
      "dimension": "band",
      "group": "D6",
      "rows": 3238,
      "observed": 7072.0,
      "baseExpected": 7494.928998962319,
      "expected": 7122.348600438694,
      "baseDeviance": 6175.308901874539,
      "featureDeviance": 6073.286787672216,
      "gain": 0.016520973415816265,
      "oe": 0.9929308991649759
    },
    {
      "feature": "connectivity_driving",
      "form": "categorical",
      "scenario": "benchmark",
      "sample": "temporal_2023",
      "dimension": "band",
      "group": "D7",
      "rows": 3264,
      "observed": 8121.0,
      "baseExpected": 8313.29440322378,
      "expected": 8420.78973246597,
      "baseDeviance": 6402.719852634728,
      "featureDeviance": 6314.304494261719,
      "gain": 0.013809031225476165,
      "oe": 0.9643988578280082
    },
    {
      "feature": "connectivity_driving",
      "form": "categorical",
      "scenario": "benchmark",
      "sample": "temporal_2023",
      "dimension": "band",
      "group": "D8",
      "rows": 3284,
      "observed": 8915.0,
      "baseExpected": 9153.64643136038,
      "expected": 9470.26541506483,
      "baseDeviance": 6812.454652823806,
      "featureDeviance": 6636.02238497484,
      "gain": 0.025898486939040954,
      "oe": 0.9413674917514411
    },
    {
      "feature": "connectivity_driving",
      "form": "categorical",
      "scenario": "benchmark",
      "sample": "temporal_2023",
      "dimension": "band",
      "group": "D9",
      "rows": 3391,
      "observed": 11422.0,
      "baseExpected": 11370.107442306431,
      "expected": 11895.619375012138,
      "baseDeviance": 8051.223031022194,
      "featureDeviance": 7826.95500094483,
      "gain": 0.027855150604229384,
      "oe": 0.9601853959780338
    },
    {
      "feature": "connectivity_driving",
      "form": "categorical",
      "scenario": "benchmark",
      "sample": "temporal_2023",
      "dimension": "band",
      "group": "D10",
      "rows": 3515,
      "observed": 17295.0,
      "baseExpected": 15564.857343629148,
      "expected": 17878.899845844273,
      "baseDeviance": 10863.962587210863,
      "featureDeviance": 10542.015199533444,
      "gain": 0.029634434497815554,
      "oe": 0.9673413995895283
    },
    {
      "feature": "connectivity_driving",
      "form": "categorical",
      "scenario": "benchmark",
      "sample": "diagnostic_2024",
      "dimension": "year",
      "group": "2024",
      "rows": 34844,
      "observed": 92494.0,
      "baseExpected": 98847.55877588826,
      "expected": 98805.84887190364,
      "baseDeviance": 73564.52719010701,
      "featureDeviance": 71443.07138831902,
      "gain": 0.028838026734076316,
      "oe": 0.9361186716781654
    },
    {
      "feature": "connectivity_driving",
      "form": "categorical",
      "scenario": "benchmark",
      "sample": "diagnostic_2024",
      "dimension": "region",
      "group": "East Midlands",
      "rows": 2847,
      "observed": 7723.0,
      "baseExpected": 7725.395537454914,
      "expected": 7731.105046660624,
      "baseDeviance": 6229.002253749507,
      "featureDeviance": 6173.18575227746,
      "gain": 0.008960745107845947,
      "oe": 0.9989516315440411
    },
    {
      "feature": "connectivity_driving",
      "form": "categorical",
      "scenario": "benchmark",
      "sample": "diagnostic_2024",
      "dimension": "region",
      "group": "East of England",
      "rows": 3758,
      "observed": 9589.0,
      "baseExpected": 9721.79506873768,
      "expected": 9732.302680605822,
      "baseDeviance": 7502.302034733395,
      "featureDeviance": 7337.895514501817,
      "gain": 0.02191414308174011,
      "oe": 0.9852755626999363
    },
    {
      "feature": "connectivity_driving",
      "form": "categorical",
      "scenario": "benchmark",
      "sample": "diagnostic_2024",
      "dimension": "region",
      "group": "London",
      "rows": 4992,
      "observed": 20028.0,
      "baseExpected": 22232.659513427083,
      "expected": 22237.11408592942,
      "baseDeviance": 13970.618858034079,
      "featureDeviance": 13353.78079325536,
      "gain": 0.04415252259379998,
      "oe": 0.9006564396174392
    },
    {
      "feature": "connectivity_driving",
      "form": "categorical",
      "scenario": "benchmark",
      "sample": "diagnostic_2024",
      "dimension": "region",
      "group": "North East",
      "rows": 1682,
      "observed": 2848.0,
      "baseExpected": 3155.663594108255,
      "expected": 3153.1809646140846,
      "baseDeviance": 2813.432067361829,
      "featureDeviance": 2699.644287097449,
      "gain": 0.04044447405871776,
      "oe": 0.9032148906012962
    },
    {
      "feature": "connectivity_driving",
      "form": "categorical",
      "scenario": "benchmark",
      "sample": "diagnostic_2024",
      "dimension": "region",
      "group": "North West",
      "rows": 4567,
      "observed": 9491.0,
      "baseExpected": 9977.708033976964,
      "expected": 9979.558944931307,
      "baseDeviance": 8313.724095499445,
      "featureDeviance": 8598.128371207998,
      "gain": -0.034209010600016576,
      "oe": 0.9510440343478858
    },
    {
      "feature": "connectivity_driving",
      "form": "categorical",
      "scenario": "benchmark",
      "sample": "diagnostic_2024",
      "dimension": "region",
      "group": "South East",
      "rows": 5237,
      "observed": 14444.0,
      "baseExpected": 15860.287220475113,
      "expected": 15862.972526059302,
      "baseDeviance": 11496.35565612281,
      "featureDeviance": 11141.350872756819,
      "gain": 0.03087976694396377,
      "oe": 0.9105481319009884
    },
    {
      "feature": "connectivity_driving",
      "form": "categorical",
      "scenario": "benchmark",
      "sample": "diagnostic_2024",
      "dimension": "region",
      "group": "South West",
      "rows": 3407,
      "observed": 8856.0,
      "baseExpected": 9584.227365418928,
      "expected": 9674.470170418976,
      "baseDeviance": 6259.96674049389,
      "featureDeviance": 6083.068708414065,
      "gain": 0.02825862171687321,
      "oe": 0.9153989669716941
    },
    {
      "feature": "connectivity_driving",
      "form": "categorical",
      "scenario": "benchmark",
      "sample": "diagnostic_2024",
      "dimension": "region",
      "group": "Wales",
      "rows": 1916,
      "observed": 2878.0,
      "baseExpected": 3235.0726079024716,
      "expected": 3235.852086891353,
      "baseDeviance": 3725.3811659202515,
      "featureDeviance": 3668.0272717271264,
      "gain": 0.015395443214723414,
      "oe": 0.8894102458078863
    },
    {
      "feature": "connectivity_driving",
      "form": "categorical",
      "scenario": "benchmark",
      "sample": "diagnostic_2024",
      "dimension": "region",
      "group": "West Midlands",
      "rows": 3574,
      "observed": 8596.0,
      "baseExpected": 8951.314403528482,
      "expected": 8794.227898069796,
      "baseDeviance": 7359.243276290821,
      "featureDeviance": 6656.091102115606,
      "gain": 0.09554680390041614,
      "oe": 0.9774593175924741
    },
    {
      "feature": "connectivity_driving",
      "form": "categorical",
      "scenario": "benchmark",
      "sample": "diagnostic_2024",
      "dimension": "region",
      "group": "Yorkshire and The Humber",
      "rows": 2864,
      "observed": 8041.0,
      "baseExpected": 8403.435430858364,
      "expected": 8405.064467722957,
      "baseDeviance": 5894.50104190098,
      "featureDeviance": 5731.898714965321,
      "gain": 0.027585426786729372,
      "oe": 0.9566851070421846
    },
    {
      "feature": "connectivity_driving",
      "form": "categorical",
      "scenario": "benchmark",
      "sample": "diagnostic_2024",
      "dimension": "urbanRural",
      "group": "Rural",
      "rows": 6000,
      "observed": 20598.0,
      "baseExpected": 21353.767002565757,
      "expected": 21371.04644425543,
      "baseDeviance": 14016.217973126666,
      "featureDeviance": 13817.443915234158,
      "gain": 0.014181718511628305,
      "oe": 0.9638273939335701
    },
    {
      "feature": "connectivity_driving",
      "form": "categorical",
      "scenario": "benchmark",
      "sample": "diagnostic_2024",
      "dimension": "urbanRural",
      "group": "Urban",
      "rows": 28844,
      "observed": 71896.0,
      "baseExpected": 77493.7917733225,
      "expected": 77434.80242764822,
      "baseDeviance": 59548.30921698034,
      "featureDeviance": 57625.62747308487,
      "gain": 0.032287763820290305,
      "oe": 0.9284714075066771
    },
    {
      "feature": "connectivity_driving",
      "form": "categorical",
      "scenario": "benchmark",
      "sample": "diagnostic_2024",
      "dimension": "betterObserved",
      "group": "False",
      "rows": 34412,
      "observed": 91098.0,
      "baseExpected": 97380.68202944066,
      "expected": 97329.7039557549,
      "baseDeviance": 72668.4189822871,
      "featureDeviance": 70557.87568315555,
      "gain": 0.02904347347430236,
      "oe": 0.935973256852936
    },
    {
      "feature": "connectivity_driving",
      "form": "categorical",
      "scenario": "benchmark",
      "sample": "diagnostic_2024",
      "dimension": "betterObserved",
      "group": "True",
      "rows": 432,
      "observed": 1396.0,
      "baseExpected": 1466.8767464475823,
      "expected": 1476.1449161487524,
      "baseDeviance": 896.1082078199147,
      "featureDeviance": 885.1957051634772,
      "gain": 0.012177661761391345,
      "oe": 0.9457066069381252
    },
    {
      "feature": "connectivity_driving",
      "form": "categorical",
      "scenario": "benchmark",
      "sample": "diagnostic_2024",
      "dimension": "band",
      "group": "D1",
      "rows": 3534,
      "observed": 13387.0,
      "baseExpected": 13471.218944268021,
      "expected": 13706.458709890783,
      "baseDeviance": 8385.330804028556,
      "featureDeviance": 8197.888052693283,
      "gain": 0.022353650167888484,
      "oe": 0.9766928338929546
    },
    {
      "feature": "connectivity_driving",
      "form": "categorical",
      "scenario": "benchmark",
      "sample": "diagnostic_2024",
      "dimension": "band",
      "group": "D2",
      "rows": 3529,
      "observed": 8338.0,
      "baseExpected": 9755.050962879499,
      "expected": 8794.683855894747,
      "baseDeviance": 7172.393400398878,
      "featureDeviance": 6827.10592121503,
      "gain": 0.04814117964648246,
      "oe": 0.9480727376472265
    },
    {
      "feature": "connectivity_driving",
      "form": "categorical",
      "scenario": "benchmark",
      "sample": "diagnostic_2024",
      "dimension": "band",
      "group": "D3",
      "rows": 3489,
      "observed": 6946.0,
      "baseExpected": 8276.903690228866,
      "expected": 7325.953239003129,
      "baseDeviance": 7038.899690701828,
      "featureDeviance": 6706.757063239793,
      "gain": 0.04718672549074476,
      "oe": 0.9481359999705881
    },
    {
      "feature": "connectivity_driving",
      "form": "categorical",
      "scenario": "benchmark",
      "sample": "diagnostic_2024",
      "dimension": "band",
      "group": "D4",
      "rows": 3506,
      "observed": 6445.0,
      "baseExpected": 7598.175660379391,
      "expected": 6757.022807477673,
      "baseDeviance": 6446.718509003054,
      "featureDeviance": 6169.84639034302,
      "gain": 0.04294775989883426,
      "oe": 0.9538224427580188
    },
    {
      "feature": "connectivity_driving",
      "form": "categorical",
      "scenario": "benchmark",
      "sample": "diagnostic_2024",
      "dimension": "band",
      "group": "D5",
      "rows": 3469,
      "observed": 6531.0,
      "baseExpected": 7654.319915892022,
      "expected": 7056.256051381906,
      "baseDeviance": 6451.63477501421,
      "featureDeviance": 6306.688979531113,
      "gain": 0.022466522135512257,
      "oe": 0.9255616508872238
    },
    {
      "feature": "connectivity_driving",
      "form": "categorical",
      "scenario": "benchmark",
      "sample": "diagnostic_2024",
      "dimension": "band",
      "group": "D6",
      "rows": 3445,
      "observed": 6933.0,
      "baseExpected": 7679.923700980156,
      "expected": 7461.818277608592,
      "baseDeviance": 6517.287783265333,
      "featureDeviance": 6408.187502259601,
      "gain": 0.016740135564655034,
      "oe": 0.9291301050314413
    },
    {
      "feature": "connectivity_driving",
      "form": "categorical",
      "scenario": "benchmark",
      "sample": "diagnostic_2024",
      "dimension": "band",
      "group": "D7",
      "rows": 3427,
      "observed": 8006.0,
      "baseExpected": 8445.354433258542,
      "expected": 8626.250155325819,
      "baseDeviance": 6438.038516052505,
      "featureDeviance": 6384.705837370798,
      "gain": 0.008283994969698893,
      "oe": 0.9280973604802223
    },
    {
      "feature": "connectivity_driving",
      "form": "categorical",
      "scenario": "benchmark",
      "sample": "diagnostic_2024",
      "dimension": "band",
      "group": "D8",
      "rows": 3432,
      "observed": 8862.0,
      "baseExpected": 9291.000250695051,
      "expected": 9567.923098208918,
      "baseDeviance": 7038.738291522176,
      "featureDeviance": 6832.139429125966,
      "gain": 0.029351689726133,
      "oe": 0.9262198189760676
    },
    {
      "feature": "connectivity_driving",
      "form": "categorical",
      "scenario": "benchmark",
      "sample": "diagnostic_2024",
      "dimension": "band",
      "group": "D9",
      "rows": 3485,
      "observed": 11183.0,
      "baseExpected": 11456.817848833238,
      "expected": 11999.571709785452,
      "baseDeviance": 8145.8899459210825,
      "featureDeviance": 7896.248662512122,
      "gain": 0.03064628727693086,
      "oe": 0.9319499287529112
    },
    {
      "feature": "connectivity_driving",
      "form": "categorical",
      "scenario": "benchmark",
      "sample": "diagnostic_2024",
      "dimension": "band",
      "group": "D10",
      "rows": 3528,
      "observed": 15863.0,
      "baseExpected": 15218.793368473469,
      "expected": 17509.91096732662,
      "baseDeviance": 9929.595474199386,
      "featureDeviance": 9713.503550028297,
      "gain": 0.021762409630137758,
      "oe": 0.9059440695957994
    },
    {
      "feature": "connectivity_driving",
      "form": "categorical",
      "scenario": "benchmark",
      "sample": "diagnostic_2025",
      "dimension": "year",
      "group": "2025",
      "rows": 34843,
      "observed": 92791.0,
      "baseExpected": 100248.78404676483,
      "expected": 100212.9067424849,
      "baseDeviance": 73149.12509223106,
      "featureDeviance": 71276.30505628807,
      "gain": 0.02560276740947509,
      "oe": 0.9259386142589714
    },
    {
      "feature": "connectivity_driving",
      "form": "categorical",
      "scenario": "benchmark",
      "sample": "diagnostic_2025",
      "dimension": "region",
      "group": "East Midlands",
      "rows": 2847,
      "observed": 7956.0,
      "baseExpected": 7837.432697049184,
      "expected": 7847.144384120825,
      "baseDeviance": 6165.000965113714,
      "featureDeviance": 6093.594228243335,
      "gain": 0.01158259946339879,
      "oe": 1.013872003693401
    },
    {
      "feature": "connectivity_driving",
      "form": "categorical",
      "scenario": "benchmark",
      "sample": "diagnostic_2025",
      "dimension": "region",
      "group": "East of England",
      "rows": 3758,
      "observed": 9709.0,
      "baseExpected": 9984.269692976137,
      "expected": 9985.99277494301,
      "baseDeviance": 7599.368151506781,
      "featureDeviance": 7464.624194996766,
      "gain": 0.017730942076190637,
      "oe": 0.9722618690814554
    },
    {
      "feature": "connectivity_driving",
      "form": "categorical",
      "scenario": "benchmark",
      "sample": "diagnostic_2025",
      "dimension": "region",
      "group": "London",
      "rows": 4992,
      "observed": 19860.0,
      "baseExpected": 22340.67139931229,
      "expected": 22353.64912905786,
      "baseDeviance": 13354.257096891415,
      "featureDeviance": 12853.101138056361,
      "gain": 0.03752780519342491,
      "oe": 0.88844554575135
    },
    {
      "feature": "connectivity_driving",
      "form": "categorical",
      "scenario": "benchmark",
      "sample": "diagnostic_2025",
      "dimension": "region",
      "group": "North East",
      "rows": 1682,
      "observed": 2764.0,
      "baseExpected": 3249.027340110273,
      "expected": 3247.5656533647016,
      "baseDeviance": 2827.406150587646,
      "featureDeviance": 2769.1833101386073,
      "gain": 0.02059231583581933,
      "oe": 0.8510990369467375
    },
    {
      "feature": "connectivity_driving",
      "form": "categorical",
      "scenario": "benchmark",
      "sample": "diagnostic_2025",
      "dimension": "region",
      "group": "North West",
      "rows": 4567,
      "observed": 9449.0,
      "baseExpected": 10145.201295843832,
      "expected": 10145.259745162752,
      "baseDeviance": 8106.903625411727,
      "featureDeviance": 8437.612097946942,
      "gain": -0.040793438261506276,
      "oe": 0.9313709296112672
    },
    {
      "feature": "connectivity_driving",
      "form": "categorical",
      "scenario": "benchmark",
      "sample": "diagnostic_2025",
      "dimension": "region",
      "group": "South East",
      "rows": 5237,
      "observed": 14543.0,
      "baseExpected": 16095.05127226237,
      "expected": 16100.810343888408,
      "baseDeviance": 11456.300519098528,
      "featureDeviance": 11154.804639803038,
      "gain": 0.026317036533117566,
      "oe": 0.9032464633384291
    },
    {
      "feature": "connectivity_driving",
      "form": "categorical",
      "scenario": "benchmark",
      "sample": "diagnostic_2025",
      "dimension": "region",
      "group": "South West",
      "rows": 3406,
      "observed": 8809.0,
      "baseExpected": 9732.661295447084,
      "expected": 9822.87191352836,
      "baseDeviance": 6524.346832896719,
      "featureDeviance": 6329.910920123737,
      "gain": 0.029801590527439137,
      "oe": 0.896784573549002
    },
    {
      "feature": "connectivity_driving",
      "form": "categorical",
      "scenario": "benchmark",
      "sample": "diagnostic_2025",
      "dimension": "region",
      "group": "Wales",
      "rows": 1916,
      "observed": 2951.0,
      "baseExpected": 3307.253404271201,
      "expected": 3304.563231357495,
      "baseDeviance": 3920.0542778338954,
      "featureDeviance": 3828.851996957256,
      "gain": 0.023265565834724944,
      "oe": 0.8930075757054727
    },
    {
      "feature": "connectivity_driving",
      "form": "categorical",
      "scenario": "benchmark",
      "sample": "diagnostic_2025",
      "dimension": "region",
      "group": "West Midlands",
      "rows": 3574,
      "observed": 8774.0,
      "baseExpected": 9008.166662714577,
      "expected": 8861.198663672725,
      "baseDeviance": 7235.898966811143,
      "featureDeviance": 6531.880968171768,
      "gain": 0.09729516703708696,
      "oe": 0.9901594956864918
    },
    {
      "feature": "connectivity_driving",
      "form": "categorical",
      "scenario": "benchmark",
      "sample": "diagnostic_2025",
      "dimension": "region",
      "group": "Yorkshire and The Humber",
      "rows": 2864,
      "observed": 7976.0,
      "baseExpected": 8549.0489867779,
      "expected": 8543.850903388766,
      "baseDeviance": 5959.588506079483,
      "featureDeviance": 5812.741561850261,
      "gain": 0.024640450272601977,
      "oe": 0.933536889886089
    },
    {
      "feature": "connectivity_driving",
      "form": "categorical",
      "scenario": "benchmark",
      "sample": "diagnostic_2025",
      "dimension": "urbanRural",
      "group": "Rural",
      "rows": 5999,
      "observed": 20915.0,
      "baseExpected": 21825.973290456146,
      "expected": 21846.941493102182,
      "baseDeviance": 13875.92813529358,
      "featureDeviance": 13674.521027217374,
      "gain": 0.014514856672104282,
      "oe": 0.9573422442955493
    },
    {
      "feature": "connectivity_driving",
      "form": "categorical",
      "scenario": "benchmark",
      "sample": "diagnostic_2025",
      "dimension": "urbanRural",
      "group": "Urban",
      "rows": 28844,
      "observed": 71876.0,
      "baseExpected": 78422.8107563087,
      "expected": 78365.96524938273,
      "baseDeviance": 59273.19695693748,
      "featureDeviance": 57601.784029070695,
      "gain": 0.02819846091785938,
      "oe": 0.9171838791402642
    },
    {
      "feature": "connectivity_driving",
      "form": "categorical",
      "scenario": "benchmark",
      "sample": "diagnostic_2025",
      "dimension": "betterObserved",
      "group": "False",
      "rows": 34462,
      "observed": 91626.0,
      "baseExpected": 98939.29506374158,
      "expected": 98899.80680911388,
      "baseDeviance": 72469.14530638263,
      "featureDeviance": 70611.96472735448,
      "gain": 0.02562719031908578,
      "oe": 0.9264527702955676
    },
    {
      "feature": "connectivity_driving",
      "form": "categorical",
      "scenario": "benchmark",
      "sample": "diagnostic_2025",
      "dimension": "betterObserved",
      "group": "True",
      "rows": 381,
      "observed": 1165.0,
      "baseExpected": 1309.4889830232694,
      "expected": 1313.0999333710138,
      "baseDeviance": 679.979785848423,
      "featureDeviance": 664.3403289335799,
      "gain": 0.02299988505589101,
      "oe": 0.8872135093398346
    },
    {
      "feature": "connectivity_driving",
      "form": "categorical",
      "scenario": "benchmark",
      "sample": "diagnostic_2025",
      "dimension": "band",
      "group": "D1",
      "rows": 3533,
      "observed": 13436.0,
      "baseExpected": 13795.417671160463,
      "expected": 14034.430727101046,
      "baseDeviance": 8155.389446038152,
      "featureDeviance": 7972.608239758071,
      "gain": 0.02241232101661006,
      "oe": 0.9573598146773811
    },
    {
      "feature": "connectivity_driving",
      "form": "categorical",
      "scenario": "benchmark",
      "sample": "diagnostic_2025",
      "dimension": "band",
      "group": "D2",
      "rows": 3529,
      "observed": 8707.0,
      "baseExpected": 9954.213693215159,
      "expected": 8975.571084028465,
      "baseDeviance": 7310.74646991093,
      "featureDeviance": 6940.371038415124,
      "gain": 0.050661780301118564,
      "oe": 0.9700775492150719
    },
    {
      "feature": "connectivity_driving",
      "form": "categorical",
      "scenario": "benchmark",
      "sample": "diagnostic_2025",
      "dimension": "band",
      "group": "D3",
      "rows": 3489,
      "observed": 7077.0,
      "baseExpected": 8412.188406835037,
      "expected": 7449.377405929083,
      "baseDeviance": 7270.974596136421,
      "featureDeviance": 6925.365610616443,
      "gain": 0.04753269055617715,
      "oe": 0.9500122781223701
    },
    {
      "feature": "connectivity_driving",
      "form": "categorical",
      "scenario": "benchmark",
      "sample": "diagnostic_2025",
      "dimension": "band",
      "group": "D4",
      "rows": 3506,
      "observed": 6417.0,
      "baseExpected": 7750.688529856889,
      "expected": 6894.743966989554,
      "baseDeviance": 6679.607558596365,
      "featureDeviance": 6375.621026833396,
      "gain": 0.04550963946553288,
      "oe": 0.9307089618879422
    },
    {
      "feature": "connectivity_driving",
      "form": "categorical",
      "scenario": "benchmark",
      "sample": "diagnostic_2025",
      "dimension": "band",
      "group": "D5",
      "rows": 3469,
      "observed": 6603.0,
      "baseExpected": 7769.928872456556,
      "expected": 7167.442242069916,
      "baseDeviance": 6337.7277573450665,
      "featureDeviance": 6203.549388855778,
      "gain": 0.021171368292647763,
      "oe": 0.921249139789802
    },
    {
      "feature": "connectivity_driving",
      "form": "categorical",
      "scenario": "benchmark",
      "sample": "diagnostic_2025",
      "dimension": "band",
      "group": "D6",
      "rows": 3445,
      "observed": 6939.0,
      "baseExpected": 7761.109223258402,
      "expected": 7547.944364268146,
      "baseDeviance": 6671.269826340046,
      "featureDeviance": 6592.302135977783,
      "gain": 0.011836980427695543,
      "oe": 0.9193231514595047
    },
    {
      "feature": "connectivity_driving",
      "form": "categorical",
      "scenario": "benchmark",
      "sample": "diagnostic_2025",
      "dimension": "band",
      "group": "D7",
      "rows": 3427,
      "observed": 8161.0,
      "baseExpected": 8584.042551455092,
      "expected": 8767.78086409291,
      "baseDeviance": 6702.386654058374,
      "featureDeviance": 6609.830777515532,
      "gain": 0.01380939079168142,
      "oe": 0.9307942484536894
    },
    {
      "feature": "connectivity_driving",
      "form": "categorical",
      "scenario": "benchmark",
      "sample": "diagnostic_2025",
      "dimension": "band",
      "group": "D8",
      "rows": 3432,
      "observed": 8803.0,
      "baseExpected": 9400.324517051104,
      "expected": 9682.675748020498,
      "baseDeviance": 6913.735816876561,
      "featureDeviance": 6741.833817385109,
      "gain": 0.02486383686686966,
      "oe": 0.9091495191088748
    },
    {
      "feature": "connectivity_driving",
      "form": "categorical",
      "scenario": "benchmark",
      "sample": "diagnostic_2025",
      "dimension": "band",
      "group": "D9",
      "rows": 3485,
      "observed": 11006.0,
      "baseExpected": 11599.547977137885,
      "expected": 12153.784994827536,
      "baseDeviance": 7639.621626093405,
      "featureDeviance": 7486.576026957762,
      "gain": 0.020033138632535197,
      "oe": 0.905561518875312
    },
    {
      "feature": "connectivity_driving",
      "form": "categorical",
      "scenario": "benchmark",
      "sample": "diagnostic_2025",
      "dimension": "band",
      "group": "D10",
      "rows": 3528,
      "observed": 15642.0,
      "baseExpected": 15221.32260433826,
      "expected": 17539.15534515775,
      "baseDeviance": 9467.665340835727,
      "featureDeviance": 9428.246993973073,
      "gain": 0.004163470659723889,
      "oe": 0.8918331408883085
    },
    {
      "feature": "connectivity_driving",
      "form": "categorical",
      "scenario": "length",
      "sample": "temporal_2023",
      "dimension": "year",
      "group": "2023",
      "rows": 33108,
      "observed": 92703.0,
      "baseExpected": 97140.95635029627,
      "expected": 97083.69709554753,
      "baseDeviance": 73771.73481377443,
      "featureDeviance": 72042.98318194132,
      "gain": 0.023433793934724112,
      "oe": 0.9548771088596251
    },
    {
      "feature": "connectivity_driving",
      "form": "categorical",
      "scenario": "length",
      "sample": "temporal_2023",
      "dimension": "region",
      "group": "East Midlands",
      "rows": 2847,
      "observed": 7798.0,
      "baseExpected": 7860.6023932113385,
      "expected": 7849.917932443097,
      "baseDeviance": 6435.90175028586,
      "featureDeviance": 6379.948745493504,
      "gain": 0.008693887346846174,
      "oe": 0.9933861815002518
    },
    {
      "feature": "connectivity_driving",
      "form": "categorical",
      "scenario": "length",
      "sample": "temporal_2023",
      "dimension": "region",
      "group": "East of England",
      "rows": 3758,
      "observed": 9557.0,
      "baseExpected": 10326.534862802288,
      "expected": 10314.525930790694,
      "baseDeviance": 7960.318523713979,
      "featureDeviance": 7797.235271286272,
      "gain": 0.020487025982927398,
      "oe": 0.9265573681356168
    },
    {
      "feature": "connectivity_driving",
      "form": "categorical",
      "scenario": "length",
      "sample": "temporal_2023",
      "dimension": "region",
      "group": "London",
      "rows": 4992,
      "observed": 22068.0,
      "baseExpected": 22711.671875341963,
      "expected": 22712.712323992615,
      "baseDeviance": 15368.053686248877,
      "featureDeviance": 14678.74390831469,
      "gain": 0.04485342073934662,
      "oe": 0.9716144723362004
    },
    {
      "feature": "connectivity_driving",
      "form": "categorical",
      "scenario": "length",
      "sample": "temporal_2023",
      "dimension": "region",
      "group": "North East",
      "rows": 1682,
      "observed": 3016.0,
      "baseExpected": 3211.2853905765587,
      "expected": 3210.336379631297,
      "baseDeviance": 2915.14973903604,
      "featureDeviance": 2817.1382139674856,
      "gain": 0.033621437607854854,
      "oe": 0.9394654152554518
    },
    {
      "feature": "connectivity_driving",
      "form": "categorical",
      "scenario": "length",
      "sample": "temporal_2023",
      "dimension": "region",
      "group": "North West",
      "rows": 4567,
      "observed": 9632.0,
      "baseExpected": 10455.130755052982,
      "expected": 10451.419086439228,
      "baseDeviance": 8693.2650482505,
      "featureDeviance": 9068.804147250303,
      "gain": -0.043198855311029405,
      "oe": 0.9215973371977373
    },
    {
      "feature": "connectivity_driving",
      "form": "categorical",
      "scenario": "length",
      "sample": "temporal_2023",
      "dimension": "region",
      "group": "South East",
      "rows": 5237,
      "observed": 15452.0,
      "baseExpected": 16569.709308029174,
      "expected": 16561.970540654584,
      "baseDeviance": 11989.078005486617,
      "featureDeviance": 11709.832718840153,
      "gain": 0.02329163981739646,
      "oe": 0.9329807683252458
    },
    {
      "feature": "connectivity_driving",
      "form": "categorical",
      "scenario": "length",
      "sample": "temporal_2023",
      "dimension": "region",
      "group": "South West",
      "rows": 2368,
      "observed": 6535.0,
      "baseExpected": 6644.083526062791,
      "expected": 6638.794146714492,
      "baseDeviance": 4619.78566022176,
      "featureDeviance": 4509.101185567513,
      "gain": 0.023958790038093092,
      "oe": 0.9843655121064631
    },
    {
      "feature": "connectivity_driving",
      "form": "categorical",
      "scenario": "length",
      "sample": "temporal_2023",
      "dimension": "region",
      "group": "Wales",
      "rows": 1916,
      "observed": 3197.0,
      "baseExpected": 3326.6456448705776,
      "expected": 3326.153809127369,
      "baseDeviance": 4001.14300526883,
      "featureDeviance": 3930.1526781953817,
      "gain": 0.017742511822238405,
      "oe": 0.9611702234656271
    },
    {
      "feature": "connectivity_driving",
      "form": "categorical",
      "scenario": "length",
      "sample": "temporal_2023",
      "dimension": "region",
      "group": "West Midlands",
      "rows": 2877,
      "observed": 6971.0,
      "baseExpected": 7534.077757679059,
      "expected": 7523.768248271304,
      "baseDeviance": 5925.618963531844,
      "featureDeviance": 5386.868729441334,
      "gain": 0.0909188115884858,
      "oe": 0.9265303993915136
    },
    {
      "feature": "connectivity_driving",
      "form": "categorical",
      "scenario": "length",
      "sample": "temporal_2023",
      "dimension": "region",
      "group": "Yorkshire and The Humber",
      "rows": 2864,
      "observed": 8477.0,
      "baseExpected": 8501.21483666953,
      "expected": 8494.098697482848,
      "baseDeviance": 5863.4204317301255,
      "featureDeviance": 5765.157583584694,
      "gain": 0.016758622256333178,
      "oe": 0.9979869909578617
    },
    {
      "feature": "connectivity_driving",
      "form": "categorical",
      "scenario": "length",
      "sample": "temporal_2023",
      "dimension": "urbanRural",
      "group": "Rural",
      "rows": 5651,
      "observed": 19641.0,
      "baseExpected": 20572.115116907436,
      "expected": 20537.18780194327,
      "baseDeviance": 12762.321616044128,
      "featureDeviance": 12622.415361354357,
      "gain": 0.010962445462421866,
      "oe": 0.9563626816589528
    },
    {
      "feature": "connectivity_driving",
      "form": "categorical",
      "scenario": "length",
      "sample": "temporal_2023",
      "dimension": "urbanRural",
      "group": "Urban",
      "rows": 27457,
      "observed": 73062.0,
      "baseExpected": 76568.84123338881,
      "expected": 76546.50929360426,
      "baseDeviance": 61009.413197730304,
      "featureDeviance": 59420.56782058697,
      "gain": 0.026042626766363375,
      "oe": 0.9544785343478046
    },
    {
      "feature": "connectivity_driving",
      "form": "categorical",
      "scenario": "length",
      "sample": "temporal_2023",
      "dimension": "betterObserved",
      "group": "False",
      "rows": 32750,
      "observed": 91351.0,
      "baseExpected": 95739.36927412407,
      "expected": 95699.27870026923,
      "baseDeviance": 72847.61817416525,
      "featureDeviance": 71144.95347853142,
      "gain": 0.02337296315664128,
      "oe": 0.9545630984964049
    },
    {
      "feature": "connectivity_driving",
      "form": "categorical",
      "scenario": "length",
      "sample": "temporal_2023",
      "dimension": "betterObserved",
      "group": "True",
      "rows": 358,
      "observed": 1352.0,
      "baseExpected": 1401.5870761721915,
      "expected": 1384.4183952782844,
      "baseDeviance": 924.1166396091651,
      "featureDeviance": 898.0297034099162,
      "gain": 0.02822905148670596,
      "oe": 0.9765833830373455
    },
    {
      "feature": "connectivity_driving",
      "form": "categorical",
      "scenario": "length",
      "sample": "temporal_2023",
      "dimension": "band",
      "group": "D1",
      "rows": 3332,
      "observed": 12554.0,
      "baseExpected": 13123.62736124664,
      "expected": 13153.308106504555,
      "baseDeviance": 7930.914151385498,
      "featureDeviance": 7800.359971325848,
      "gain": 0.01646142898127867,
      "oe": 0.954436701273029
    },
    {
      "feature": "connectivity_driving",
      "form": "categorical",
      "scenario": "length",
      "sample": "temporal_2023",
      "dimension": "band",
      "group": "D2",
      "rows": 3323,
      "observed": 8015.0,
      "baseExpected": 9148.13352067737,
      "expected": 8529.642390740843,
      "baseDeviance": 6841.8765855463425,
      "featureDeviance": 6580.208500527254,
      "gain": 0.03824507527245813,
      "oe": 0.9396642476712153
    },
    {
      "feature": "connectivity_driving",
      "form": "categorical",
      "scenario": "length",
      "sample": "temporal_2023",
      "dimension": "band",
      "group": "D3",
      "rows": 3252,
      "observed": 6654.0,
      "baseExpected": 7774.365601587482,
      "expected": 7149.513226797226,
      "baseDeviance": 6966.980442988675,
      "featureDeviance": 6751.835405050395,
      "gain": 0.03088067200687994,
      "oe": 0.9306927323471501
    },
    {
      "feature": "connectivity_driving",
      "form": "categorical",
      "scenario": "length",
      "sample": "temporal_2023",
      "dimension": "band",
      "group": "D4",
      "rows": 3272,
      "observed": 6229.0,
      "baseExpected": 7266.697828068888,
      "expected": 6549.1572584444075,
      "baseDeviance": 6373.603395141627,
      "featureDeviance": 6189.402395199877,
      "gain": 0.0289006059087642,
      "oe": 0.9511147395290287
    },
    {
      "feature": "connectivity_driving",
      "form": "categorical",
      "scenario": "length",
      "sample": "temporal_2023",
      "dimension": "band",
      "group": "D5",
      "rows": 3237,
      "observed": 6426.0,
      "baseExpected": 7411.710431093208,
      "expected": 6935.562319435309,
      "baseDeviance": 6409.772676647074,
      "featureDeviance": 6300.135521117863,
      "gain": 0.017104687024027454,
      "oe": 0.9265290547520021
    },
    {
      "feature": "connectivity_driving",
      "form": "categorical",
      "scenario": "length",
      "sample": "temporal_2023",
      "dimension": "band",
      "group": "D6",
      "rows": 3238,
      "observed": 7072.0,
      "baseExpected": 7546.740103766862,
      "expected": 7115.736895340689,
      "baseDeviance": 6493.231712375218,
      "featureDeviance": 6392.416271520662,
      "gain": 0.01552623490432592,
      "oe": 0.9938534973982346
    },
    {
      "feature": "connectivity_driving",
      "form": "categorical",
      "scenario": "length",
      "sample": "temporal_2023",
      "dimension": "band",
      "group": "D7",
      "rows": 3264,
      "observed": 8121.0,
      "baseExpected": 8411.0019157625,
      "expected": 8413.607984475584,
      "baseDeviance": 6630.007459106433,
      "featureDeviance": 6537.942699356099,
      "gain": 0.01388607182091195,
      "oe": 0.9652220563383163
    },
    {
      "feature": "connectivity_driving",
      "form": "categorical",
      "scenario": "length",
      "sample": "temporal_2023",
      "dimension": "band",
      "group": "D8",
      "rows": 3284,
      "observed": 8915.0,
      "baseExpected": 9314.890691199242,
      "expected": 9462.476553861155,
      "baseDeviance": 6969.949450107685,
      "featureDeviance": 6804.251238248869,
      "gain": 0.02377323007073684,
      "oe": 0.9421423608560744
    },
    {
      "feature": "connectivity_driving",
      "form": "categorical",
      "scenario": "length",
      "sample": "temporal_2023",
      "dimension": "band",
      "group": "D9",
      "rows": 3391,
      "observed": 11422.0,
      "baseExpected": 11516.44489889353,
      "expected": 11889.375768989448,
      "baseDeviance": 8207.786682000822,
      "featureDeviance": 8017.3903467923665,
      "gain": 0.02319703747003843,
      "oe": 0.9606896292900016
    },
    {
      "feature": "connectivity_driving",
      "form": "categorical",
      "scenario": "length",
      "sample": "temporal_2023",
      "dimension": "band",
      "group": "D10",
      "rows": 3515,
      "observed": 17295.0,
      "baseExpected": 15627.343998000539,
      "expected": 17885.316590958308,
      "baseDeviance": 10947.612258475057,
      "featureDeviance": 10669.040832802093,
      "gain": 0.025445861535451142,
      "oe": 0.9669943448886594
    },
    {
      "feature": "connectivity_driving",
      "form": "categorical",
      "scenario": "length",
      "sample": "diagnostic_2024",
      "dimension": "year",
      "group": "2024",
      "rows": 34844,
      "observed": 92494.0,
      "baseExpected": 98907.15039662909,
      "expected": 98868.87456484974,
      "baseDeviance": 75184.10117699776,
      "featureDeviance": 73520.69050373835,
      "gain": 0.022124500356044963,
      "oe": 0.935521926461615
    },
    {
      "feature": "connectivity_driving",
      "form": "categorical",
      "scenario": "length",
      "sample": "diagnostic_2024",
      "dimension": "region",
      "group": "East Midlands",
      "rows": 2847,
      "observed": 7723.0,
      "baseExpected": 7729.907620971848,
      "expected": 7734.5648556030455,
      "baseDeviance": 6498.049677573425,
      "featureDeviance": 6458.945242880836,
      "gain": 0.00601787253605468,
      "oe": 0.9985047826453135
    },
    {
      "feature": "connectivity_driving",
      "form": "categorical",
      "scenario": "length",
      "sample": "diagnostic_2024",
      "dimension": "region",
      "group": "East of England",
      "rows": 3758,
      "observed": 9589.0,
      "baseExpected": 9738.612841029453,
      "expected": 9746.521181068643,
      "baseDeviance": 7699.508083486971,
      "featureDeviance": 7628.280710287964,
      "gain": 0.009250899203777418,
      "oe": 0.9838382148725426
    },
    {
      "feature": "connectivity_driving",
      "form": "categorical",
      "scenario": "length",
      "sample": "diagnostic_2024",
      "dimension": "region",
      "group": "London",
      "rows": 4992,
      "observed": 20028.0,
      "baseExpected": 22237.955330768982,
      "expected": 22241.348017520406,
      "baseDeviance": 14117.0440109964,
      "featureDeviance": 13510.274086306461,
      "gain": 0.04298137231967958,
      "oe": 0.9004849878803721
    },
    {
      "feature": "connectivity_driving",
      "form": "categorical",
      "scenario": "length",
      "sample": "diagnostic_2024",
      "dimension": "region",
      "group": "North East",
      "rows": 1682,
      "observed": 2848.0,
      "baseExpected": 3157.378712379224,
      "expected": 3155.396990301144,
      "baseDeviance": 2858.596952525725,
      "featureDeviance": 2761.4974946759803,
      "gain": 0.03396752304096318,
      "oe": 0.9025805655370779
    },
    {
      "feature": "connectivity_driving",
      "form": "categorical",
      "scenario": "length",
      "sample": "diagnostic_2024",
      "dimension": "region",
      "group": "North West",
      "rows": 4567,
      "observed": 9491.0,
      "baseExpected": 9985.577947752932,
      "expected": 9987.366108424123,
      "baseDeviance": 8535.810585164823,
      "featureDeviance": 8853.315505214723,
      "gain": -0.03719680947486359,
      "oe": 0.9503005994738243
    },
    {
      "feature": "connectivity_driving",
      "form": "categorical",
      "scenario": "length",
      "sample": "diagnostic_2024",
      "dimension": "region",
      "group": "South East",
      "rows": 5237,
      "observed": 14444.0,
      "baseExpected": 15859.936474849657,
      "expected": 15862.977138905264,
      "baseDeviance": 11695.912225116677,
      "featureDeviance": 11405.028835208195,
      "gain": 0.024870517520114155,
      "oe": 0.9105478671197789
    },
    {
      "feature": "connectivity_driving",
      "form": "categorical",
      "scenario": "length",
      "sample": "diagnostic_2024",
      "dimension": "region",
      "group": "South West",
      "rows": 3407,
      "observed": 8856.0,
      "baseExpected": 9674.229560734402,
      "expected": 9751.919966755093,
      "baseDeviance": 6535.24332945312,
      "featureDeviance": 6420.198604358886,
      "gain": 0.017603740104939813,
      "oe": 0.9081288638740534
    },
    {
      "feature": "connectivity_driving",
      "form": "categorical",
      "scenario": "length",
      "sample": "diagnostic_2024",
      "dimension": "region",
      "group": "Wales",
      "rows": 1916,
      "observed": 2878.0,
      "baseExpected": 3236.683632110658,
      "expected": 3237.08584598302,
      "baseDeviance": 3933.377058965719,
      "featureDeviance": 3879.9633102163275,
      "gain": 0.013579615670875067,
      "oe": 0.8890712625281104
    },
    {
      "feature": "connectivity_driving",
      "form": "categorical",
      "scenario": "length",
      "sample": "diagnostic_2024",
      "dimension": "region",
      "group": "West Midlands",
      "rows": 3574,
      "observed": 8596.0,
      "baseExpected": 8878.763885589866,
      "expected": 8741.663645092201,
      "baseDeviance": 7412.089164472862,
      "featureDeviance": 6817.973818973651,
      "gain": 0.08015491075672498,
      "oe": 0.9833368508551595
    },
    {
      "feature": "connectivity_driving",
      "form": "categorical",
      "scenario": "length",
      "sample": "diagnostic_2024",
      "dimension": "region",
      "group": "Yorkshire and The Humber",
      "rows": 2864,
      "observed": 8041.0,
      "baseExpected": 8408.104390442077,
      "expected": 8410.030815196804,
      "baseDeviance": 5898.470089242044,
      "featureDeviance": 5785.212895615328,
      "gain": 0.019201113494375588,
      "oe": 0.9561201589737376
    },
    {
      "feature": "connectivity_driving",
      "form": "categorical",
      "scenario": "length",
      "sample": "diagnostic_2024",
      "dimension": "urbanRural",
      "group": "Rural",
      "rows": 6000,
      "observed": 20598.0,
      "baseExpected": 21377.658614027794,
      "expected": 21393.816008354333,
      "baseDeviance": 13543.818305892672,
      "featureDeviance": 13462.85024320806,
      "gain": 0.005978230130965656,
      "oe": 0.9628015867742545
    },
    {
      "feature": "connectivity_driving",
      "form": "categorical",
      "scenario": "length",
      "sample": "diagnostic_2024",
      "dimension": "urbanRural",
      "group": "Urban",
      "rows": 28844,
      "observed": 71896.0,
      "baseExpected": 77529.4917826013,
      "expected": 77475.05855649541,
      "baseDeviance": 61640.2828711051,
      "featureDeviance": 60057.8402605303,
      "gain": 0.025672215260332587,
      "oe": 0.9279889727036849
    },
    {
      "feature": "connectivity_driving",
      "form": "categorical",
      "scenario": "length",
      "sample": "diagnostic_2024",
      "dimension": "betterObserved",
      "group": "False",
      "rows": 34412,
      "observed": 91098.0,
      "baseExpected": 97418.7052221887,
      "expected": 97373.52719039352,
      "baseDeviance": 74293.0702794226,
      "featureDeviance": 72638.18088137731,
      "gain": 0.022275151529222104,
      "oe": 0.9355520194095153
    },
    {
      "feature": "connectivity_driving",
      "form": "categorical",
      "scenario": "length",
      "sample": "diagnostic_2024",
      "dimension": "betterObserved",
      "group": "True",
      "rows": 432,
      "observed": 1396.0,
      "baseExpected": 1488.4451744403973,
      "expected": 1495.3473744562261,
      "baseDeviance": 891.0308975751738,
      "featureDeviance": 882.5096223610344,
      "gain": 0.0095633891454594,
      "oe": 0.9335623440056173
    },
    {
      "feature": "connectivity_driving",
      "form": "categorical",
      "scenario": "length",
      "sample": "diagnostic_2024",
      "dimension": "band",
      "group": "D1",
      "rows": 3534,
      "observed": 13387.0,
      "baseExpected": 13624.313606066815,
      "expected": 13727.68418868624,
      "baseDeviance": 8305.739258734713,
      "featureDeviance": 8210.253649914608,
      "gain": 0.011496340764572843,
      "oe": 0.9751826903938381
    },
    {
      "feature": "connectivity_driving",
      "form": "categorical",
      "scenario": "length",
      "sample": "diagnostic_2024",
      "dimension": "band",
      "group": "D2",
      "rows": 3529,
      "observed": 8338.0,
      "baseExpected": 9452.934479802207,
      "expected": 8790.626017561852,
      "baseDeviance": 7154.0214003813635,
      "featureDeviance": 6940.343074913809,
      "gain": 0.029868281559259025,
      "oe": 0.9485103772293806
    },
    {
      "feature": "connectivity_driving",
      "form": "categorical",
      "scenario": "length",
      "sample": "diagnostic_2024",
      "dimension": "band",
      "group": "D3",
      "rows": 3489,
      "observed": 6946.0,
      "baseExpected": 8028.065308282369,
      "expected": 7321.429446770697,
      "baseDeviance": 7185.840029328447,
      "featureDeviance": 6951.959885218395,
      "gain": 0.032547363029998944,
      "oe": 0.9487218377913497
    },
    {
      "feature": "connectivity_driving",
      "form": "categorical",
      "scenario": "length",
      "sample": "diagnostic_2024",
      "dimension": "band",
      "group": "D4",
      "rows": 3506,
      "observed": 6445.0,
      "baseExpected": 7477.8464748213455,
      "expected": 6749.929762045611,
      "baseDeviance": 6695.584859801209,
      "featureDeviance": 6467.24411936471,
      "gain": 0.03410318071053142,
      "oe": 0.9548247503610764
    },
    {
      "feature": "connectivity_driving",
      "form": "categorical",
      "scenario": "length",
      "sample": "diagnostic_2024",
      "dimension": "band",
      "group": "D5",
      "rows": 3469,
      "observed": 6531.0,
      "baseExpected": 7629.348511595806,
      "expected": 7058.908696659002,
      "baseDeviance": 6812.57595591841,
      "featureDeviance": 6674.535043076078,
      "gain": 0.020262660370400587,
      "oe": 0.9252138369619567
    },
    {
      "feature": "connectivity_driving",
      "form": "categorical",
      "scenario": "length",
      "sample": "diagnostic_2024",
      "dimension": "band",
      "group": "D6",
      "rows": 3445,
      "observed": 6933.0,
      "baseExpected": 7742.3671687820215,
      "expected": 7464.28357719343,
      "baseDeviance": 6860.287571845996,
      "featureDeviance": 6747.834793443115,
      "gain": 0.016391846147146616,
      "oe": 0.9288232324376411
    },
    {
      "feature": "connectivity_driving",
      "form": "categorical",
      "scenario": "length",
      "sample": "diagnostic_2024",
      "dimension": "band",
      "group": "D7",
      "rows": 3427,
      "observed": 8006.0,
      "baseExpected": 8561.594841513079,
      "expected": 8635.531283011927,
      "baseDeviance": 6649.542768402413,
      "featureDeviance": 6587.145052322279,
      "gain": 0.009383760395773044,
      "oe": 0.927099878122107
    },
    {
      "feature": "connectivity_driving",
      "form": "categorical",
      "scenario": "length",
      "sample": "diagnostic_2024",
      "dimension": "band",
      "group": "D8",
      "rows": 3432,
      "observed": 8862.0,
      "baseExpected": 9476.995994103554,
      "expected": 9580.30027365401,
      "baseDeviance": 7203.262145759247,
      "featureDeviance": 7007.591075549177,
      "gain": 0.027164230073907114,
      "oe": 0.9250231983198536
    },
    {
      "feature": "connectivity_driving",
      "form": "categorical",
      "scenario": "length",
      "sample": "diagnostic_2024",
      "dimension": "band",
      "group": "D9",
      "rows": 3485,
      "observed": 11183.0,
      "baseExpected": 11627.032286899646,
      "expected": 12014.671557134408,
      "baseDeviance": 8290.328633113999,
      "featureDeviance": 8069.267955711348,
      "gain": 0.026664887145688043,
      "oe": 0.9307786689648994
    },
    {
      "feature": "connectivity_driving",
      "form": "categorical",
      "scenario": "length",
      "sample": "diagnostic_2024",
      "dimension": "band",
      "group": "D10",
      "rows": 3528,
      "observed": 15863.0,
      "baseExpected": 15286.651724762256,
      "expected": 17525.50976213257,
      "baseDeviance": 10026.91855371197,
      "featureDeviance": 9864.515854224835,
      "gain": 0.01619667085328158,
      "oe": 0.9051377229708456
    },
    {
      "feature": "connectivity_driving",
      "form": "categorical",
      "scenario": "length",
      "sample": "diagnostic_2025",
      "dimension": "year",
      "group": "2025",
      "rows": 34843,
      "observed": 92791.0,
      "baseExpected": 100313.28989732909,
      "expected": 100276.84612061562,
      "baseDeviance": 74708.73022951678,
      "featureDeviance": 73255.60616861288,
      "gain": 0.01945052547994952,
      "oe": 0.925348209380145
    },
    {
      "feature": "connectivity_driving",
      "form": "categorical",
      "scenario": "length",
      "sample": "diagnostic_2025",
      "dimension": "region",
      "group": "East Midlands",
      "rows": 2847,
      "observed": 7956.0,
      "baseExpected": 7844.350102253024,
      "expected": 7852.239337555087,
      "baseDeviance": 6389.655746461271,
      "featureDeviance": 6338.693954165669,
      "gain": 0.007975671040466481,
      "oe": 1.0132141492362128
    },
    {
      "feature": "connectivity_driving",
      "form": "categorical",
      "scenario": "length",
      "sample": "diagnostic_2025",
      "dimension": "region",
      "group": "East of England",
      "rows": 3758,
      "observed": 9709.0,
      "baseExpected": 9989.634992516721,
      "expected": 9990.560216531048,
      "baseDeviance": 7807.923652781615,
      "featureDeviance": 7760.5595032781575,
      "gain": 0.006066164528463758,
      "oe": 0.97181737455872
    },
    {
      "feature": "connectivity_driving",
      "form": "categorical",
      "scenario": "length",
      "sample": "diagnostic_2025",
      "dimension": "region",
      "group": "London",
      "rows": 4992,
      "observed": 19860.0,
      "baseExpected": 22361.279468176202,
      "expected": 22370.116316940475,
      "baseDeviance": 13495.485907701335,
      "featureDeviance": 12992.485164330497,
      "gain": 0.037271777156522745,
      "oe": 0.8877915393296543
    },
    {
      "feature": "connectivity_driving",
      "form": "categorical",
      "scenario": "length",
      "sample": "diagnostic_2025",
      "dimension": "region",
      "group": "North East",
      "rows": 1682,
      "observed": 2764.0,
      "baseExpected": 3249.477481565189,
      "expected": 3247.7743274430527,
      "baseDeviance": 2878.205596495428,
      "featureDeviance": 2828.7431936017847,
      "gain": 0.01718515277500321,
      "oe": 0.8510443526339699
    },
    {
      "feature": "connectivity_driving",
      "form": "categorical",
      "scenario": "length",
      "sample": "diagnostic_2025",
      "dimension": "region",
      "group": "North West",
      "rows": 4567,
      "observed": 9449.0,
      "baseExpected": 10153.779912164715,
      "expected": 10153.688458854758,
      "baseDeviance": 8366.25934619256,
      "featureDeviance": 8722.069366149153,
      "gain": -0.042529164496737604,
      "oe": 0.9305977860449107
    },
    {
      "feature": "connectivity_driving",
      "form": "categorical",
      "scenario": "length",
      "sample": "diagnostic_2025",
      "dimension": "region",
      "group": "South East",
      "rows": 5237,
      "observed": 14543.0,
      "baseExpected": 16098.347607103455,
      "expected": 16104.311719311007,
      "baseDeviance": 11659.874819162145,
      "featureDeviance": 11411.462344877025,
      "gain": 0.021304900621820777,
      "oe": 0.9030500808402258
    },
    {
      "feature": "connectivity_driving",
      "form": "categorical",
      "scenario": "length",
      "sample": "diagnostic_2025",
      "dimension": "region",
      "group": "South West",
      "rows": 3406,
      "observed": 8809.0,
      "baseExpected": 9812.729022658377,
      "expected": 9889.623141298438,
      "baseDeviance": 6813.232871914974,
      "featureDeviance": 6675.439255954392,
      "gain": 0.02022441013701215,
      "oe": 0.8907316157694802
    },
    {
      "feature": "connectivity_driving",
      "form": "categorical",
      "scenario": "length",
      "sample": "diagnostic_2025",
      "dimension": "region",
      "group": "Wales",
      "rows": 1916,
      "observed": 2951.0,
      "baseExpected": 3306.3510407904046,
      "expected": 3304.129135104058,
      "baseDeviance": 4118.279183350354,
      "featureDeviance": 4036.9291036879963,
      "gain": 0.019753415453533485,
      "oe": 0.8931248989779763
    },
    {
      "feature": "connectivity_driving",
      "form": "categorical",
      "scenario": "length",
      "sample": "diagnostic_2025",
      "dimension": "region",
      "group": "West Midlands",
      "rows": 3574,
      "observed": 8774.0,
      "baseExpected": 8949.409824024304,
      "expected": 8819.091323517043,
      "baseDeviance": 7229.93777650283,
      "featureDeviance": 6636.985673976743,
      "gain": 0.08201344477032313,
      "oe": 0.9948870782869884
    },
    {
      "feature": "connectivity_driving",
      "form": "categorical",
      "scenario": "length",
      "sample": "diagnostic_2025",
      "dimension": "region",
      "group": "Yorkshire and The Humber",
      "rows": 2864,
      "observed": 7976.0,
      "baseExpected": 8547.930446076694,
      "expected": 8545.312144060652,
      "baseDeviance": 5949.875328954268,
      "featureDeviance": 5852.23860859146,
      "gain": 0.016409876672150103,
      "oe": 0.9333772559196275
    },
    {
      "feature": "connectivity_driving",
      "form": "categorical",
      "scenario": "length",
      "sample": "diagnostic_2025",
      "dimension": "urbanRural",
      "group": "Rural",
      "rows": 5999,
      "observed": 20915.0,
      "baseExpected": 21843.66100895357,
      "expected": 21860.165829739748,
      "baseDeviance": 13326.33322586201,
      "featureDeviance": 13230.313437990651,
      "gain": 0.007205266913558495,
      "oe": 0.9567630988208747
    },
    {
      "feature": "connectivity_driving",
      "form": "categorical",
      "scenario": "length",
      "sample": "diagnostic_2025",
      "dimension": "urbanRural",
      "group": "Urban",
      "rows": 28844,
      "observed": 71876.0,
      "baseExpected": 78469.62888837552,
      "expected": 78416.68029087587,
      "baseDeviance": 61382.39700365477,
      "featureDeviance": 60025.29273062223,
      "gain": 0.02210901397271503,
      "oe": 0.9165907015367889
    },
    {
      "feature": "connectivity_driving",
      "form": "categorical",
      "scenario": "length",
      "sample": "diagnostic_2025",
      "dimension": "betterObserved",
      "group": "False",
      "rows": 34462,
      "observed": 91626.0,
      "baseExpected": 98971.45288545931,
      "expected": 98934.53955721512,
      "baseDeviance": 74017.48973007196,
      "featureDeviance": 72580.74262683345,
      "gain": 0.019410913670242724,
      "oe": 0.9261275224009256
    },
    {
      "feature": "connectivity_driving",
      "form": "categorical",
      "scenario": "length",
      "sample": "diagnostic_2025",
      "dimension": "betterObserved",
      "group": "True",
      "rows": 381,
      "observed": 1165.0,
      "baseExpected": 1341.8370118697667,
      "expected": 1342.3065634005093,
      "baseDeviance": 691.2404994448245,
      "featureDeviance": 674.8635417794319,
      "gain": 0.02369212694936995,
      "oe": 0.8679090393841682
    },
    {
      "feature": "connectivity_driving",
      "form": "categorical",
      "scenario": "length",
      "sample": "diagnostic_2025",
      "dimension": "band",
      "group": "D1",
      "rows": 3533,
      "observed": 13436.0,
      "baseExpected": 13942.133286029875,
      "expected": 14045.369386851848,
      "baseDeviance": 8051.372222074649,
      "featureDeviance": 7950.970143235278,
      "gain": 0.012470182233544791,
      "oe": 0.9566142142603746
    },
    {
      "feature": "connectivity_driving",
      "form": "categorical",
      "scenario": "length",
      "sample": "diagnostic_2025",
      "dimension": "band",
      "group": "D2",
      "rows": 3529,
      "observed": 8707.0,
      "baseExpected": 9644.693394943353,
      "expected": 8969.466595177144,
      "baseDeviance": 7286.15756418047,
      "featureDeviance": 7047.3647394870795,
      "gain": 0.03277349173277855,
      "oe": 0.9707377699228769
    },
    {
      "feature": "connectivity_driving",
      "form": "categorical",
      "scenario": "length",
      "sample": "diagnostic_2025",
      "dimension": "band",
      "group": "D3",
      "rows": 3489,
      "observed": 7077.0,
      "baseExpected": 8162.246672550353,
      "expected": 7446.819846467804,
      "baseDeviance": 7409.22456359031,
      "featureDeviance": 7164.934004387493,
      "gain": 0.03297113714210875,
      "oe": 0.9503385533566764
    },
    {
      "feature": "connectivity_driving",
      "form": "categorical",
      "scenario": "length",
      "sample": "diagnostic_2025",
      "dimension": "band",
      "group": "D4",
      "rows": 3506,
      "observed": 6417.0,
      "baseExpected": 7633.170497707205,
      "expected": 6892.041657617539,
      "baseDeviance": 6895.068168642662,
      "featureDeviance": 6642.270099565799,
      "gain": 0.03666360692799775,
      "oe": 0.9310738847475636
    },
    {
      "feature": "connectivity_driving",
      "form": "categorical",
      "scenario": "length",
      "sample": "diagnostic_2025",
      "dimension": "band",
      "group": "D5",
      "rows": 3469,
      "observed": 6603.0,
      "baseExpected": 7743.958257445338,
      "expected": 7168.808584871398,
      "baseDeviance": 6707.307605236751,
      "featureDeviance": 6579.535458955555,
      "gain": 0.0190496923357798,
      "oe": 0.9210735538307656
    },
    {
      "feature": "connectivity_driving",
      "form": "categorical",
      "scenario": "length",
      "sample": "diagnostic_2025",
      "dimension": "band",
      "group": "D6",
      "rows": 3445,
      "observed": 6939.0,
      "baseExpected": 7827.841741331919,
      "expected": 7553.121022078402,
      "baseDeviance": 6995.877196394775,
      "featureDeviance": 6908.426732956955,
      "gain": 0.01250028566580419,
      "oe": 0.9186930779629672
    },
    {
      "feature": "connectivity_driving",
      "form": "categorical",
      "scenario": "length",
      "sample": "diagnostic_2025",
      "dimension": "band",
      "group": "D7",
      "rows": 3427,
      "observed": 8161.0,
      "baseExpected": 8700.675439392833,
      "expected": 8776.007558822963,
      "baseDeviance": 6934.46721548561,
      "featureDeviance": 6839.462792403116,
      "gain": 0.013700320461582982,
      "oe": 0.9299217150052856
    },
    {
      "feature": "connectivity_driving",
      "form": "categorical",
      "scenario": "length",
      "sample": "diagnostic_2025",
      "dimension": "band",
      "group": "D8",
      "rows": 3432,
      "observed": 8803.0,
      "baseExpected": 9589.50268850217,
      "expected": 9695.992942554863,
      "baseDeviance": 7076.482623023167,
      "featureDeviance": 6904.691894609307,
      "gain": 0.02427628774992574,
      "oe": 0.9079008258519253
    },
    {
      "feature": "connectivity_driving",
      "form": "categorical",
      "scenario": "length",
      "sample": "diagnostic_2025",
      "dimension": "band",
      "group": "D9",
      "rows": 3485,
      "observed": 11006.0,
      "baseExpected": 11771.910419189457,
      "expected": 12168.546283330052,
      "baseDeviance": 7798.425596656184,
      "featureDeviance": 7660.409824170089,
      "gain": 0.01769790206695987,
      "oe": 0.9044630101031338
    },
    {
      "feature": "connectivity_driving",
      "form": "categorical",
      "scenario": "length",
      "sample": "diagnostic_2025",
      "dimension": "band",
      "group": "D10",
      "rows": 3528,
      "observed": 15642.0,
      "baseExpected": 15297.157500236579,
      "expected": 17560.67224284361,
      "baseDeviance": 9554.3474742322,
      "featureDeviance": 9557.540478842207,
      "gain": -0.00033419389640365615,
      "oe": 0.8907403875939023
    },
    {
      "feature": "connectivity_driving",
      "form": "categorical",
      "scenario": "counted_routes",
      "sample": "temporal_2023",
      "dimension": "year",
      "group": "2023",
      "rows": 5098,
      "observed": 6032.0,
      "baseExpected": 6243.812676283444,
      "expected": 6234.758567060357,
      "baseDeviance": 9233.014031350176,
      "featureDeviance": 9197.535524318539,
      "gain": 0.0038425704662824467,
      "oe": 0.9674793233964862
    },
    {
      "feature": "connectivity_driving",
      "form": "categorical",
      "scenario": "counted_routes",
      "sample": "temporal_2023",
      "dimension": "region",
      "group": "East Midlands",
      "rows": 461,
      "observed": 400.0,
      "baseExpected": 450.0160156380736,
      "expected": 449.56886714405334,
      "baseDeviance": 703.7669675929156,
      "featureDeviance": 703.2755886134221,
      "gain": 0.0006982126216782403,
      "oe": 0.8897413260421118
    },
    {
      "feature": "connectivity_driving",
      "form": "categorical",
      "scenario": "counted_routes",
      "sample": "temporal_2023",
      "dimension": "region",
      "group": "East of England",
      "rows": 505,
      "observed": 410.0,
      "baseExpected": 437.07822036160155,
      "expected": 434.79219066300254,
      "baseDeviance": 725.8962298363866,
      "featureDeviance": 720.3970170465722,
      "gain": 0.007575756098160191,
      "oe": 0.9429792181290155
    },
    {
      "feature": "connectivity_driving",
      "form": "categorical",
      "scenario": "counted_routes",
      "sample": "temporal_2023",
      "dimension": "region",
      "group": "London",
      "rows": 1077,
      "observed": 2483.0,
      "baseExpected": 2568.781954799574,
      "expected": 2582.373276177187,
      "baseDeviance": 3215.767425877888,
      "featureDeviance": 3184.1989705729557,
      "gain": 0.009816771900509669,
      "oe": 0.9615186243236322
    },
    {
      "feature": "connectivity_driving",
      "form": "categorical",
      "scenario": "counted_routes",
      "sample": "temporal_2023",
      "dimension": "region",
      "group": "North East",
      "rows": 299,
      "observed": 170.0,
      "baseExpected": 166.5849642681431,
      "expected": 165.6825250474723,
      "baseDeviance": 381.76738699661877,
      "featureDeviance": 381.49260617339263,
      "gain": 0.0007197598133980021,
      "oe": 1.0260587225556264
    },
    {
      "feature": "connectivity_driving",
      "form": "categorical",
      "scenario": "counted_routes",
      "sample": "temporal_2023",
      "dimension": "region",
      "group": "North West",
      "rows": 638,
      "observed": 454.0,
      "baseExpected": 443.4835683530956,
      "expected": 434.90135377546574,
      "baseDeviance": 842.6669184194824,
      "featureDeviance": 856.3410610404214,
      "gain": -0.016227221363556588,
      "oe": 1.0439148925583586
    },
    {
      "feature": "connectivity_driving",
      "form": "categorical",
      "scenario": "counted_routes",
      "sample": "temporal_2023",
      "dimension": "region",
      "group": "South East",
      "rows": 814,
      "observed": 983.0,
      "baseExpected": 1019.2179618062844,
      "expected": 1016.250713729594,
      "baseDeviance": 1355.9773381804796,
      "featureDeviance": 1351.3336846971267,
      "gain": 0.0034245804502780475,
      "oe": 0.9672809934788971
    },
    {
      "feature": "connectivity_driving",
      "form": "categorical",
      "scenario": "counted_routes",
      "sample": "temporal_2023",
      "dimension": "region",
      "group": "South West",
      "rows": 332,
      "observed": 325.0,
      "baseExpected": 362.9271523704084,
      "expected": 361.15384774774674,
      "baseDeviance": 483.36157500530834,
      "featureDeviance": 484.3033820174911,
      "gain": -0.0019484523819925936,
      "oe": 0.8998934997558189
    },
    {
      "feature": "connectivity_driving",
      "form": "categorical",
      "scenario": "counted_routes",
      "sample": "temporal_2023",
      "dimension": "region",
      "group": "Wales",
      "rows": 232,
      "observed": 129.0,
      "baseExpected": 122.0502214089931,
      "expected": 122.69724455969389,
      "baseDeviance": 287.19095054502657,
      "featureDeviance": 285.84755784897794,
      "gain": 0.004677698560832666,
      "oe": 1.0513683535675469
    },
    {
      "feature": "connectivity_driving",
      "form": "categorical",
      "scenario": "counted_routes",
      "sample": "temporal_2023",
      "dimension": "region",
      "group": "West Midlands",
      "rows": 315,
      "observed": 243.0,
      "baseExpected": 309.23050634468996,
      "expected": 307.9704666032933,
      "baseDeviance": 504.1621995362237,
      "featureDeviance": 484.2578441606136,
      "gain": 0.03948006295180395,
      "oe": 0.7890366978370564
    },
    {
      "feature": "connectivity_driving",
      "form": "categorical",
      "scenario": "counted_routes",
      "sample": "temporal_2023",
      "dimension": "region",
      "group": "Yorkshire and The Humber",
      "rows": 425,
      "observed": 435.0,
      "baseExpected": 364.44211093258,
      "expected": 359.3680816128467,
      "baseDeviance": 732.4570393598474,
      "featureDeviance": 746.0878121475648,
      "gain": -0.018609654976666556,
      "oe": 1.2104580853361173
    },
    {
      "feature": "connectivity_driving",
      "form": "categorical",
      "scenario": "counted_routes",
      "sample": "temporal_2023",
      "dimension": "urbanRural",
      "group": "Rural",
      "rows": 1132,
      "observed": 1339.0,
      "baseExpected": 1392.251595334022,
      "expected": 1391.8518499863285,
      "baseDeviance": 1819.8566427061096,
      "featureDeviance": 1812.9695600082227,
      "gain": 0.0037844094618605384,
      "oe": 0.9620276755842602
    },
    {
      "feature": "connectivity_driving",
      "form": "categorical",
      "scenario": "counted_routes",
      "sample": "temporal_2023",
      "dimension": "urbanRural",
      "group": "Urban",
      "rows": 3966,
      "observed": 4693.0,
      "baseExpected": 4851.561080949421,
      "expected": 4842.906717074027,
      "baseDeviance": 7413.157388644067,
      "featureDeviance": 7384.565964310315,
      "gain": 0.0038568484162430083,
      "oe": 0.9690461274949773
    },
    {
      "feature": "connectivity_driving",
      "form": "categorical",
      "scenario": "counted_routes",
      "sample": "temporal_2023",
      "dimension": "betterObserved",
      "group": "False",
      "rows": 4740,
      "observed": 5358.0,
      "baseExpected": 5603.435496996176,
      "expected": 5602.377597301625,
      "baseDeviance": 8487.061533011136,
      "featureDeviance": 8456.800896371564,
      "gain": 0.0035655022084936094,
      "oe": 0.9563796632666586
    },
    {
      "feature": "connectivity_driving",
      "form": "categorical",
      "scenario": "counted_routes",
      "sample": "temporal_2023",
      "dimension": "betterObserved",
      "group": "True",
      "rows": 358,
      "observed": 674.0,
      "baseExpected": 640.3771792872681,
      "expected": 632.3809697587296,
      "baseDeviance": 745.9524983390412,
      "featureDeviance": 740.7346279469746,
      "gain": 0.006994909734446719,
      "oe": 1.0658132237235873
    },
    {
      "feature": "connectivity_driving",
      "form": "categorical",
      "scenario": "counted_routes",
      "sample": "temporal_2023",
      "dimension": "band",
      "group": "D1",
      "rows": 672,
      "observed": 866.0,
      "baseExpected": 895.0006795447644,
      "expected": 921.3100657582529,
      "baseDeviance": 1131.3297888509019,
      "featureDeviance": 1129.1447658082334,
      "gain": 0.0019313758589242225,
      "oe": 0.9399658510050773
    },
    {
      "feature": "connectivity_driving",
      "form": "categorical",
      "scenario": "counted_routes",
      "sample": "temporal_2023",
      "dimension": "band",
      "group": "D2",
      "rows": 575,
      "observed": 544.0,
      "baseExpected": 610.7504309249396,
      "expected": 621.8776517097704,
      "baseDeviance": 787.6099262161703,
      "featureDeviance": 791.6063022131494,
      "gain": -0.005074054889300905,
      "oe": 0.8747701392779496
    },
    {
      "feature": "connectivity_driving",
      "form": "categorical",
      "scenario": "counted_routes",
      "sample": "temporal_2023",
      "dimension": "band",
      "group": "D3",
      "rows": 460,
      "observed": 336.0,
      "baseExpected": 407.4616150972861,
      "expected": 397.882884565969,
      "baseDeviance": 540.9221489582335,
      "featureDeviance": 536.9954394446146,
      "gain": 0.007259287720388974,
      "oe": 0.8444695990543197
    },
    {
      "feature": "connectivity_driving",
      "form": "categorical",
      "scenario": "counted_routes",
      "sample": "temporal_2023",
      "dimension": "band",
      "group": "D4",
      "rows": 442,
      "observed": 319.0,
      "baseExpected": 394.75977603934535,
      "expected": 345.65143274987395,
      "baseDeviance": 613.6667557180865,
      "featureDeviance": 600.7303415712324,
      "gain": 0.02108051972233116,
      "oe": 0.9228950606747234
    },
    {
      "feature": "connectivity_driving",
      "form": "categorical",
      "scenario": "counted_routes",
      "sample": "temporal_2023",
      "dimension": "band",
      "group": "D5",
      "rows": 443,
      "observed": 349.0,
      "baseExpected": 341.74442757063923,
      "expected": 297.25074080170464,
      "baseDeviance": 671.3113814869537,
      "featureDeviance": 691.625282365435,
      "gain": -0.03026002752029333,
      "oe": 1.1740929528341097
    },
    {
      "feature": "connectivity_driving",
      "form": "categorical",
      "scenario": "counted_routes",
      "sample": "temporal_2023",
      "dimension": "band",
      "group": "D6",
      "rows": 405,
      "observed": 335.0,
      "baseExpected": 365.756955986921,
      "expected": 314.8705861980677,
      "baseDeviance": 661.5802721954137,
      "featureDeviance": 667.5864969938332,
      "gain": -0.009078603233570126,
      "oe": 1.063929165454883
    },
    {
      "feature": "connectivity_driving",
      "form": "categorical",
      "scenario": "counted_routes",
      "sample": "temporal_2023",
      "dimension": "band",
      "group": "D7",
      "rows": 413,
      "observed": 362.0,
      "baseExpected": 416.685346987789,
      "expected": 389.3813283475596,
      "baseDeviance": 654.1641355934879,
      "featureDeviance": 642.8123377274028,
      "gain": 0.017353133943648902,
      "oe": 0.929679914381721
    },
    {
      "feature": "connectivity_driving",
      "form": "categorical",
      "scenario": "counted_routes",
      "sample": "temporal_2023",
      "dimension": "band",
      "group": "D8",
      "rows": 438,
      "observed": 475.0,
      "baseExpected": 470.0968758196079,
      "expected": 493.1905432303608,
      "baseDeviance": 872.2289482527374,
      "featureDeviance": 854.4818582965361,
      "gain": 0.020346825213440334,
      "oe": 0.963116601727166
    },
    {
      "feature": "connectivity_driving",
      "form": "categorical",
      "scenario": "counted_routes",
      "sample": "temporal_2023",
      "dimension": "band",
      "group": "D9",
      "rows": 550,
      "observed": 774.0,
      "baseExpected": 750.2170161750757,
      "expected": 713.9886052903191,
      "baseDeviance": 1301.7164771095254,
      "featureDeviance": 1317.050143807911,
      "gain": -0.011779574867512022,
      "oe": 1.0840509137891343
    },
    {
      "feature": "connectivity_driving",
      "form": "categorical",
      "scenario": "counted_routes",
      "sample": "temporal_2023",
      "dimension": "band",
      "group": "D10",
      "rows": 700,
      "observed": 1672.0,
      "baseExpected": 1591.3395521370758,
      "expected": 1739.3547284084775,
      "baseDeviance": 1998.4841969686668,
      "featureDeviance": 1965.5025560901904,
      "gain": 0.01650332833679813,
      "oe": 0.9612760253510176
    },
    {
      "feature": "connectivity_driving",
      "form": "categorical",
      "scenario": "counted_routes",
      "sample": "diagnostic_2024",
      "dimension": "year",
      "group": "2024",
      "rows": 6430,
      "observed": 6863.0,
      "baseExpected": 6644.032760936374,
      "expected": 6641.6216337331225,
      "baseDeviance": 10665.127727495616,
      "featureDeviance": 10571.127391624137,
      "gain": 0.008813803104217643,
      "oe": 1.0333319750017806
    },
    {
      "feature": "connectivity_driving",
      "form": "categorical",
      "scenario": "counted_routes",
      "sample": "diagnostic_2024",
      "dimension": "region",
      "group": "East Midlands",
      "rows": 527,
      "observed": 548.0,
      "baseExpected": 466.3926070494613,
      "expected": 469.47558939379115,
      "baseDeviance": 852.0902715929092,
      "featureDeviance": 843.0649121110794,
      "gain": 0.010592022679660085,
      "oe": 1.1672598371037848
    },
    {
      "feature": "connectivity_driving",
      "form": "categorical",
      "scenario": "counted_routes",
      "sample": "diagnostic_2024",
      "dimension": "region",
      "group": "East of England",
      "rows": 617,
      "observed": 535.0,
      "baseExpected": 509.14032938870355,
      "expected": 508.30170551617846,
      "baseDeviance": 852.2383594125437,
      "featureDeviance": 856.9250144632435,
      "gain": -0.00549923034904265,
      "oe": 1.0525245030541646
    },
    {
      "feature": "connectivity_driving",
      "form": "categorical",
      "scenario": "counted_routes",
      "sample": "diagnostic_2024",
      "dimension": "region",
      "group": "London",
      "rows": 1145,
      "observed": 2351.0,
      "baseExpected": 2360.7556103681354,
      "expected": 2359.1311705101703,
      "baseDeviance": 3143.301549497741,
      "featureDeviance": 3116.370265336578,
      "gain": 0.008567833450616957,
      "oe": 0.9965533198781771
    },
    {
      "feature": "connectivity_driving",
      "form": "categorical",
      "scenario": "counted_routes",
      "sample": "diagnostic_2024",
      "dimension": "region",
      "group": "North East",
      "rows": 295,
      "observed": 183.0,
      "baseExpected": 178.7788258428721,
      "expected": 181.1420357895412,
      "baseDeviance": 341.95902523090103,
      "featureDeviance": 337.62697147955305,
      "gain": 0.012668341619066381,
      "oe": 1.0102569467233848
    },
    {
      "feature": "connectivity_driving",
      "form": "categorical",
      "scenario": "counted_routes",
      "sample": "diagnostic_2024",
      "dimension": "region",
      "group": "North West",
      "rows": 924,
      "observed": 636.0,
      "baseExpected": 587.3003073097831,
      "expected": 581.9043958379367,
      "baseDeviance": 1057.7073439399614,
      "featureDeviance": 1066.2655179835556,
      "gain": -0.008091249524386335,
      "oe": 1.092963044357426
    },
    {
      "feature": "connectivity_driving",
      "form": "categorical",
      "scenario": "counted_routes",
      "sample": "diagnostic_2024",
      "dimension": "region",
      "group": "South East",
      "rows": 948,
      "observed": 1007.0,
      "baseExpected": 1048.094318940346,
      "expected": 1048.198353806526,
      "baseDeviance": 1645.563805909849,
      "featureDeviance": 1623.535633684547,
      "gain": 0.013386398112422149,
      "oe": 0.9606960327146914
    },
    {
      "feature": "connectivity_driving",
      "form": "categorical",
      "scenario": "counted_routes",
      "sample": "diagnostic_2024",
      "dimension": "region",
      "group": "South West",
      "rows": 517,
      "observed": 484.0,
      "baseExpected": 445.7964278975862,
      "expected": 444.4449642749133,
      "baseDeviance": 710.3832314510425,
      "featureDeviance": 708.1555700298582,
      "gain": 0.00313585867818722,
      "oe": 1.0889987262868834
    },
    {
      "feature": "connectivity_driving",
      "form": "categorical",
      "scenario": "counted_routes",
      "sample": "diagnostic_2024",
      "dimension": "region",
      "group": "Wales",
      "rows": 281,
      "observed": 128.0,
      "baseExpected": 123.84125201743659,
      "expected": 123.9239820726158,
      "baseDeviance": 326.1708325028597,
      "featureDeviance": 322.7144745135636,
      "gain": 0.010596772135552102,
      "oe": 1.032891276242203
    },
    {
      "feature": "connectivity_driving",
      "form": "categorical",
      "scenario": "counted_routes",
      "sample": "diagnostic_2024",
      "dimension": "region",
      "group": "West Midlands",
      "rows": 651,
      "observed": 478.0,
      "baseExpected": 495.35462109594005,
      "expected": 492.491082154321,
      "baseDeviance": 846.3199642072373,
      "featureDeviance": 817.5350899807484,
      "gain": 0.034011810478147275,
      "oe": 0.9705759501452652
    },
    {
      "feature": "connectivity_driving",
      "form": "categorical",
      "scenario": "counted_routes",
      "sample": "diagnostic_2024",
      "dimension": "region",
      "group": "Yorkshire and The Humber",
      "rows": 525,
      "observed": 513.0,
      "baseExpected": 428.57846102611046,
      "expected": 432.6083543771285,
      "baseDeviance": 889.3933437505699,
      "featureDeviance": 878.93394204141,
      "gain": 0.011760152898213305,
      "oe": 1.1858300812027076
    },
    {
      "feature": "connectivity_driving",
      "form": "categorical",
      "scenario": "counted_routes",
      "sample": "diagnostic_2024",
      "dimension": "urbanRural",
      "group": "Rural",
      "rows": 1366,
      "observed": 1638.0,
      "baseExpected": 1638.9476911991749,
      "expected": 1639.6966656808554,
      "baseDeviance": 2188.630923629582,
      "featureDeviance": 2180.906849641081,
      "gain": 0.0035291806878482435,
      "oe": 0.9989652563694451
    },
    {
      "feature": "connectivity_driving",
      "form": "categorical",
      "scenario": "counted_routes",
      "sample": "diagnostic_2024",
      "dimension": "urbanRural",
      "group": "Urban",
      "rows": 5064,
      "observed": 5225.0,
      "baseExpected": 5005.085069737199,
      "expected": 5001.924968052266,
      "baseDeviance": 8476.496803866032,
      "featureDeviance": 8390.220541983055,
      "gain": 0.010178292268526179,
      "oe": 1.0445978365074513
    },
    {
      "feature": "connectivity_driving",
      "form": "categorical",
      "scenario": "counted_routes",
      "sample": "diagnostic_2024",
      "dimension": "betterObserved",
      "group": "False",
      "rows": 5998,
      "observed": 6139.0,
      "baseExpected": 5938.056027751432,
      "expected": 5936.977927481126,
      "baseDeviance": 9915.968798731392,
      "featureDeviance": 9837.6166481442,
      "gain": 0.007901613264174046,
      "oe": 1.034027762101616
    },
    {
      "feature": "connectivity_driving",
      "form": "categorical",
      "scenario": "counted_routes",
      "sample": "diagnostic_2024",
      "dimension": "betterObserved",
      "group": "True",
      "rows": 432,
      "observed": 724.0,
      "baseExpected": 705.9767331849425,
      "expected": 704.6437062519959,
      "baseDeviance": 749.1589287642223,
      "featureDeviance": 733.5107434799379,
      "gain": 0.02088767107147338,
      "oe": 1.0274696184415815
    },
    {
      "feature": "connectivity_driving",
      "form": "categorical",
      "scenario": "counted_routes",
      "sample": "diagnostic_2024",
      "dimension": "band",
      "group": "D1",
      "rows": 808,
      "observed": 1071.0,
      "baseExpected": 1057.6655576921114,
      "expected": 1084.1290277449723,
      "baseDeviance": 1423.6254194926953,
      "featureDeviance": 1416.5205694582494,
      "gain": 0.004990673766542941,
      "oe": 0.98788979225814
    },
    {
      "feature": "connectivity_driving",
      "form": "categorical",
      "scenario": "counted_routes",
      "sample": "diagnostic_2024",
      "dimension": "band",
      "group": "D2",
      "rows": 621,
      "observed": 565.0,
      "baseExpected": 569.7579682315165,
      "expected": 566.0657865064994,
      "baseDeviance": 814.7900035781952,
      "featureDeviance": 815.6314333555115,
      "gain": -0.0010326952633452624,
      "oe": 0.9981172038093364
    },
    {
      "feature": "connectivity_driving",
      "form": "categorical",
      "scenario": "counted_routes",
      "sample": "diagnostic_2024",
      "dimension": "band",
      "group": "D3",
      "rows": 568,
      "observed": 420.0,
      "baseExpected": 421.73941955661223,
      "expected": 393.00531779389763,
      "baseDeviance": 743.2298557588858,
      "featureDeviance": 744.4609800323962,
      "gain": -0.001656451586236729,
      "oe": 1.0686878293597522
    },
    {
      "feature": "connectivity_driving",
      "form": "categorical",
      "scenario": "counted_routes",
      "sample": "diagnostic_2024",
      "dimension": "band",
      "group": "D4",
      "rows": 531,
      "observed": 375.0,
      "baseExpected": 427.6926922741731,
      "expected": 375.66653401814756,
      "baseDeviance": 683.7102817858129,
      "featureDeviance": 674.6337778113314,
      "gain": 0.01327536562822218,
      "oe": 0.9982257295825149
    },
    {
      "feature": "connectivity_driving",
      "form": "categorical",
      "scenario": "counted_routes",
      "sample": "diagnostic_2024",
      "dimension": "band",
      "group": "D5",
      "rows": 547,
      "observed": 370.0,
      "baseExpected": 388.1126727388182,
      "expected": 372.1376780168298,
      "baseDeviance": 696.5553560079493,
      "featureDeviance": 700.5967027676998,
      "gain": -0.005801903215434168,
      "oe": 0.9942556797037544
    },
    {
      "feature": "connectivity_driving",
      "form": "categorical",
      "scenario": "counted_routes",
      "sample": "diagnostic_2024",
      "dimension": "band",
      "group": "D6",
      "rows": 528,
      "observed": 345.0,
      "baseExpected": 375.43121449599187,
      "expected": 342.53687045736604,
      "baseDeviance": 683.5701344902914,
      "featureDeviance": 679.4589792366893,
      "gain": 0.0060142405967861245,
      "oe": 1.0071908450011384
    },
    {
      "feature": "connectivity_driving",
      "form": "categorical",
      "scenario": "counted_routes",
      "sample": "diagnostic_2024",
      "dimension": "band",
      "group": "D7",
      "rows": 561,
      "observed": 476.0,
      "baseExpected": 460.268913280143,
      "expected": 418.0169926281874,
      "baseDeviance": 859.5438425989707,
      "featureDeviance": 849.6183495857981,
      "gain": 0.01154739586425435,
      "oe": 1.1387096897837994
    },
    {
      "feature": "connectivity_driving",
      "form": "categorical",
      "scenario": "counted_routes",
      "sample": "diagnostic_2024",
      "dimension": "band",
      "group": "D8",
      "rows": 667,
      "observed": 582.0,
      "baseExpected": 598.19978335187,
      "expected": 619.0115012539424,
      "baseDeviance": 1026.7641438415278,
      "featureDeviance": 999.7950747924313,
      "gain": 0.02626607990827834,
      "oe": 0.9402087018109235
    },
    {
      "feature": "connectivity_driving",
      "form": "categorical",
      "scenario": "counted_routes",
      "sample": "diagnostic_2024",
      "dimension": "band",
      "group": "D9",
      "rows": 756,
      "observed": 1017.0,
      "baseExpected": 811.6409086413569,
      "expected": 799.6414972258535,
      "baseDeviance": 1838.4042244637706,
      "featureDeviance": 1830.3736396445038,
      "gain": 0.004368236708991002,
      "oe": 1.2718199387203075
    },
    {
      "feature": "connectivity_driving",
      "form": "categorical",
      "scenario": "counted_routes",
      "sample": "diagnostic_2024",
      "dimension": "band",
      "group": "D10",
      "rows": 843,
      "observed": 1642.0,
      "baseExpected": 1533.523630673781,
      "expected": 1671.410428087426,
      "baseDeviance": 1894.9344654775157,
      "featureDeviance": 1860.0378849395263,
      "gain": 0.018415718946351856,
      "oe": 0.9824038263772951
    },
    {
      "feature": "connectivity_driving",
      "form": "categorical",
      "scenario": "counted_routes",
      "sample": "diagnostic_2025",
      "dimension": "year",
      "group": "2025",
      "rows": 6060,
      "observed": 6133.0,
      "baseExpected": 6520.340102433249,
      "expected": 6527.7583332550785,
      "baseDeviance": 9570.44385319353,
      "featureDeviance": 9504.921223503301,
      "gain": 0.006846352237714126,
      "oe": 0.9395262028552716
    },
    {
      "feature": "connectivity_driving",
      "form": "categorical",
      "scenario": "counted_routes",
      "sample": "diagnostic_2025",
      "dimension": "region",
      "group": "East Midlands",
      "rows": 549,
      "observed": 477.0,
      "baseExpected": 466.72154658385466,
      "expected": 467.732188359686,
      "baseDeviance": 886.2021188783056,
      "featureDeviance": 880.6242640212099,
      "gain": 0.006294111397697533,
      "oe": 1.0198143550325578
    },
    {
      "feature": "connectivity_driving",
      "form": "categorical",
      "scenario": "counted_routes",
      "sample": "diagnostic_2025",
      "dimension": "region",
      "group": "East of England",
      "rows": 545,
      "observed": 442.0,
      "baseExpected": 451.1704106160631,
      "expected": 449.95539969651384,
      "baseDeviance": 800.1405102604808,
      "featureDeviance": 807.3392001205525,
      "gain": -0.008996782149835347,
      "oe": 0.9823195816699175
    },
    {
      "feature": "connectivity_driving",
      "form": "categorical",
      "scenario": "counted_routes",
      "sample": "diagnostic_2025",
      "dimension": "region",
      "group": "London",
      "rows": 1112,
      "observed": 2153.0,
      "baseExpected": 2383.9212719865386,
      "expected": 2395.273447375144,
      "baseDeviance": 2698.3336652424045,
      "featureDeviance": 2667.6027615884714,
      "gain": 0.011388844919285601,
      "oe": 0.8988535327185133
    },
    {
      "feature": "connectivity_driving",
      "form": "categorical",
      "scenario": "counted_routes",
      "sample": "diagnostic_2025",
      "dimension": "region",
      "group": "North East",
      "rows": 221,
      "observed": 105.0,
      "baseExpected": 120.11983020307531,
      "expected": 119.139840277737,
      "baseDeviance": 264.94725979117953,
      "featureDeviance": 264.4243604581712,
      "gain": 0.0019735978149783007,
      "oe": 0.8813172802248651
    },
    {
      "feature": "connectivity_driving",
      "form": "categorical",
      "scenario": "counted_routes",
      "sample": "diagnostic_2025",
      "dimension": "region",
      "group": "North West",
      "rows": 996,
      "observed": 648.0,
      "baseExpected": 624.6835015987541,
      "expected": 624.5720607071796,
      "baseDeviance": 1256.706303699892,
      "featureDeviance": 1276.6792418181656,
      "gain": -0.01589308341930873,
      "oe": 1.037510386337637
    },
    {
      "feature": "connectivity_driving",
      "form": "categorical",
      "scenario": "counted_routes",
      "sample": "diagnostic_2025",
      "dimension": "region",
      "group": "South East",
      "rows": 860,
      "observed": 953.0,
      "baseExpected": 1004.8149662209278,
      "expected": 1003.7066385104774,
      "baseDeviance": 1393.704997113381,
      "featureDeviance": 1365.7015051475526,
      "gain": 0.02009284032404912,
      "oe": 0.9494806185742408
    },
    {
      "feature": "connectivity_driving",
      "form": "categorical",
      "scenario": "counted_routes",
      "sample": "diagnostic_2025",
      "dimension": "region",
      "group": "South West",
      "rows": 520,
      "observed": 423.0,
      "baseExpected": 508.95293310859125,
      "expected": 507.94876426329853,
      "baseDeviance": 666.423779848708,
      "featureDeviance": 665.9475434451463,
      "gain": 0.000714614961173643,
      "oe": 0.8327611557702997
    },
    {
      "feature": "connectivity_driving",
      "form": "categorical",
      "scenario": "counted_routes",
      "sample": "diagnostic_2025",
      "dimension": "region",
      "group": "Wales",
      "rows": 202,
      "observed": 113.0,
      "baseExpected": 102.56285682428084,
      "expected": 102.4962655190862,
      "baseDeviance": 259.764662663292,
      "featureDeviance": 255.53182185099223,
      "gain": 0.016294906200488013,
      "oe": 1.1024791920731771
    },
    {
      "feature": "connectivity_driving",
      "form": "categorical",
      "scenario": "counted_routes",
      "sample": "diagnostic_2025",
      "dimension": "region",
      "group": "West Midlands",
      "rows": 635,
      "observed": 486.0,
      "baseExpected": 497.55360685034,
      "expected": 492.991841480345,
      "baseDeviance": 814.8771914380291,
      "featureDeviance": 792.7877786676387,
      "gain": 0.027107658678492075,
      "oe": 0.9858175310582219
    },
    {
      "feature": "connectivity_driving",
      "form": "categorical",
      "scenario": "counted_routes",
      "sample": "diagnostic_2025",
      "dimension": "region",
      "group": "Yorkshire and The Humber",
      "rows": 420,
      "observed": 333.0,
      "baseExpected": 359.8391784408228,
      "expected": 363.9418870656116,
      "baseDeviance": 529.343364257858,
      "featureDeviance": 528.2827463853996,
      "gain": 0.0020036481876850587,
      "oe": 0.914981242431066
    },
    {
      "feature": "connectivity_driving",
      "form": "categorical",
      "scenario": "counted_routes",
      "sample": "diagnostic_2025",
      "dimension": "urbanRural",
      "group": "Rural",
      "rows": 1051,
      "observed": 1263.0,
      "baseExpected": 1467.3145345778942,
      "expected": 1462.7131676862464,
      "baseDeviance": 1755.9285516245975,
      "featureDeviance": 1748.4507776618534,
      "gain": 0.004258586692394539,
      "oe": 0.8634638888209659
    },
    {
      "feature": "connectivity_driving",
      "form": "categorical",
      "scenario": "counted_routes",
      "sample": "diagnostic_2025",
      "dimension": "urbanRural",
      "group": "Urban",
      "rows": 5009,
      "observed": 4870.0,
      "baseExpected": 5053.025567855355,
      "expected": 5065.045165568833,
      "baseDeviance": 7814.515301568934,
      "featureDeviance": 7756.470445841447,
      "gain": 0.007427825461655102,
      "oe": 0.961491919777002
    },
    {
      "feature": "connectivity_driving",
      "form": "categorical",
      "scenario": "counted_routes",
      "sample": "diagnostic_2025",
      "dimension": "betterObserved",
      "group": "False",
      "rows": 5679,
      "observed": 5577.0,
      "baseExpected": 5940.504438667231,
      "expected": 5951.570373840596,
      "baseDeviance": 8944.984461192063,
      "featureDeviance": 8889.319392462023,
      "gain": 0.006223048119484709,
      "oe": 0.9370636066932897
    },
    {
      "feature": "connectivity_driving",
      "form": "categorical",
      "scenario": "counted_routes",
      "sample": "diagnostic_2025",
      "dimension": "betterObserved",
      "group": "True",
      "rows": 381,
      "observed": 556.0,
      "baseExpected": 579.8356637660173,
      "expected": 576.1879594144826,
      "baseDeviance": 625.4593920014668,
      "featureDeviance": 615.6018310412769,
      "gain": 0.01576051313042992,
      "oe": 0.964962892603661
    },
    {
      "feature": "connectivity_driving",
      "form": "categorical",
      "scenario": "counted_routes",
      "sample": "diagnostic_2025",
      "dimension": "band",
      "group": "D1",
      "rows": 635,
      "observed": 827.0,
      "baseExpected": 961.3522045302448,
      "expected": 985.9849695378903,
      "baseDeviance": 1134.4626741589798,
      "featureDeviance": 1129.245164331108,
      "gain": 0.004599102241719555,
      "oe": 0.8387551793893947
    },
    {
      "feature": "connectivity_driving",
      "form": "categorical",
      "scenario": "counted_routes",
      "sample": "diagnostic_2025",
      "dimension": "band",
      "group": "D2",
      "rows": 507,
      "observed": 457.0,
      "baseExpected": 481.4263107340342,
      "expected": 475.98835876592125,
      "baseDeviance": 683.9028014038481,
      "featureDeviance": 681.0728344797906,
      "gain": 0.004137966562278272,
      "oe": 0.9601075143620073
    },
    {
      "feature": "connectivity_driving",
      "form": "categorical",
      "scenario": "counted_routes",
      "sample": "diagnostic_2025",
      "dimension": "band",
      "group": "D3",
      "rows": 509,
      "observed": 386.0,
      "baseExpected": 432.9500265975787,
      "expected": 404.87556399207045,
      "baseDeviance": 674.3231849662209,
      "featureDeviance": 669.5214271650384,
      "gain": 0.007120855263819892,
      "oe": 0.9533793449869943
    },
    {
      "feature": "connectivity_driving",
      "form": "categorical",
      "scenario": "counted_routes",
      "sample": "diagnostic_2025",
      "dimension": "band",
      "group": "D4",
      "rows": 500,
      "observed": 368.0,
      "baseExpected": 420.40732434706956,
      "expected": 368.57803773408585,
      "baseDeviance": 695.7345608075426,
      "featureDeviance": 690.2643023290422,
      "gain": 0.007862565390098109,
      "oe": 0.9984317086887774
    },
    {
      "feature": "connectivity_driving",
      "form": "categorical",
      "scenario": "counted_routes",
      "sample": "diagnostic_2025",
      "dimension": "band",
      "group": "D5",
      "rows": 534,
      "observed": 315.0,
      "baseExpected": 364.9617615934486,
      "expected": 350.84372620679017,
      "baseDeviance": 723.1550437010276,
      "featureDeviance": 720.9258435188581,
      "gain": 0.0030826033802664465,
      "oe": 0.8978356358418574
    },
    {
      "feature": "connectivity_driving",
      "form": "categorical",
      "scenario": "counted_routes",
      "sample": "diagnostic_2025",
      "dimension": "band",
      "group": "D6",
      "rows": 574,
      "observed": 413.0,
      "baseExpected": 446.278298978448,
      "expected": 406.34989689225307,
      "baseDeviance": 749.311665730972,
      "featureDeviance": 750.7118268247573,
      "gain": -0.001868596416978896,
      "oe": 1.0163654603055314
    },
    {
      "feature": "connectivity_driving",
      "form": "categorical",
      "scenario": "counted_routes",
      "sample": "diagnostic_2025",
      "dimension": "band",
      "group": "D7",
      "rows": 567,
      "observed": 446.0,
      "baseExpected": 444.40298632721806,
      "expected": 406.61655865591354,
      "baseDeviance": 839.8475498130044,
      "featureDeviance": 832.0414787473553,
      "gain": 0.009294628611332123,
      "oe": 1.0968564622018098
    },
    {
      "feature": "connectivity_driving",
      "form": "categorical",
      "scenario": "counted_routes",
      "sample": "diagnostic_2025",
      "dimension": "band",
      "group": "D8",
      "rows": 656,
      "observed": 605.0,
      "baseExpected": 596.5656750551267,
      "expected": 623.1190813666689,
      "baseDeviance": 1019.6401996409206,
      "featureDeviance": 994.0540880346335,
      "gain": 0.025093274681890265,
      "oe": 0.9709219603307143
    },
    {
      "feature": "connectivity_driving",
      "form": "categorical",
      "scenario": "counted_routes",
      "sample": "diagnostic_2025",
      "dimension": "band",
      "group": "D9",
      "rows": 742,
      "observed": 783.0,
      "baseExpected": 815.9316393961202,
      "expected": 806.9877853107225,
      "baseDeviance": 1269.428007469385,
      "featureDeviance": 1255.7829882964884,
      "gain": 0.010748950781461097,
      "oe": 0.9702749090539379
    },
    {
      "feature": "connectivity_driving",
      "form": "categorical",
      "scenario": "counted_routes",
      "sample": "diagnostic_2025",
      "dimension": "band",
      "group": "D10",
      "rows": 836,
      "observed": 1533.0,
      "baseExpected": 1556.0638748739598,
      "expected": 1698.4143547927633,
      "baseDeviance": 1780.6381655016298,
      "featureDeviance": 1781.3012697762285,
      "gain": -0.0003723969796030069,
      "oe": 0.9026065963667936
    }
  ],
  "curves": [
    {
      "form": "linear",
      "value": 33.02,
      "referenceValue": 86.14,
      "logEffect": -1.2402918356540298,
      "rr": 0.2892997776284884,
      "lower95": 0.14808147973200578,
      "upper95": 0.5651912817683943
    },
    {
      "form": "linear",
      "value": 62.05,
      "referenceValue": 86.14,
      "logEffect": -0.5624742153784935,
      "rr": 0.5697975165548104,
      "lower95": 0.42055310023254106,
      "upper95": 0.7720052704224661
    },
    {
      "form": "linear",
      "value": 67.12,
      "referenceValue": 86.14,
      "logEffect": -0.4440954577210023,
      "rr": 0.641404190922626,
      "lower95": 0.5046517638831651,
      "upper95": 0.8152143033594033
    },
    {
      "form": "linear",
      "value": 70.46,
      "referenceValue": 86.14,
      "logEffect": -0.36611024064486436,
      "rr": 0.69342635322765,
      "lower95": 0.5690465706655685,
      "upper95": 0.8449925403964691
    },
    {
      "form": "linear",
      "value": 73.08,
      "referenceValue": 86.14,
      "logEffect": -0.3049362080881331,
      "rr": 0.7371703984008218,
      "lower95": 0.6252599513848532,
      "upper95": 0.8691108315426812
    },
    {
      "form": "linear",
      "value": 74.94,
      "referenceValue": 86.14,
      "logEffect": -0.26150731474633165,
      "rr": 0.7698902438519073,
      "lower95": 0.6685064146337798,
      "upper95": 0.8866496634935932
    },
    {
      "form": "linear",
      "value": 76.398,
      "referenceValue": 86.14,
      "logEffect": -0.22746466609453245,
      "rr": 0.7965505662426648,
      "lower95": 0.7044871644036521,
      "upper95": 0.9006449466238434
    },
    {
      "form": "linear",
      "value": 77.55,
      "referenceValue": 86.14,
      "logEffect": -0.20056677086348115,
      "rr": 0.8182668518173785,
      "lower95": 0.734280889304703,
      "upper95": 0.911859004552245
    },
    {
      "form": "linear",
      "value": 78.48,
      "referenceValue": 86.14,
      "logEffect": -0.17885232419258026,
      "rr": 0.8362293811282251,
      "lower95": 0.7592498388490564,
      "upper95": 0.9210137982013001
    },
    {
      "form": "linear",
      "value": 79.34,
      "referenceValue": 86.14,
      "logEffect": -0.15877229823884412,
      "rr": 0.8531906098571237,
      "lower95": 0.7830943696601917,
      "upper95": 0.9295612954850426
    },
    {
      "form": "linear",
      "value": 80.09,
      "referenceValue": 86.14,
      "logEffect": -0.14126064769779512,
      "rr": 0.868262971456827,
      "lower95": 0.804499505424485,
      "upper95": 0.9370802374890985
    },
    {
      "form": "linear",
      "value": 80.72,
      "referenceValue": 86.14,
      "logEffect": -0.12655086124331408,
      "rr": 0.881129333070414,
      "lower95": 0.822931322185095,
      "upper95": 0.9434431290518868
    },
    {
      "form": "linear",
      "value": 81.29,
      "referenceValue": 86.14,
      "logEffect": -0.11324200683211666,
      "rr": 0.8929345377067626,
      "lower95": 0.8399713425721108,
      "upper95": 0.9492372515805674
    },
    {
      "form": "linear",
      "value": 81.83,
      "referenceValue": 86.14,
      "logEffect": -0.10063361844256156,
      "rr": 0.9042642779556097,
      "lower95": 0.8564398742046918,
      "upper95": 0.9547592411503587
    },
    {
      "form": "linear",
      "value": 82.31,
      "referenceValue": 86.14,
      "logEffect": -0.08942616209629013,
      "rr": 0.9144557841296785,
      "lower95": 0.8713494355590393,
      "upper95": 0.9596946379975768
    },
    {
      "form": "linear",
      "value": 82.75,
      "referenceValue": 86.14,
      "logEffect": -0.07915266044554144,
      "rr": 0.9238988708654481,
      "lower95": 0.8852444373925538,
      "upper95": 0.964241160442258
    },
    {
      "form": "linear",
      "value": 83.15,
      "referenceValue": 86.14,
      "logEffect": -0.06981311349031519,
      "rr": 0.9325680880162743,
      "lower95": 0.8980684423723464,
      "upper95": 0.9683930508558634
    },
    {
      "form": "linear",
      "value": 83.53,
      "referenceValue": 86.14,
      "logEffect": -0.060940543882850466,
      "rr": 0.9408791791357229,
      "lower95": 0.9104232785723109,
      "upper95": 0.9723539045698951
    },
    {
      "form": "linear",
      "value": 83.92,
      "referenceValue": 86.14,
      "logEffect": -0.05183448560150498,
      "rr": 0.9494860074434163,
      "lower95": 0.9232799983491529,
      "upper95": 0.9764358373871258
    },
    {
      "form": "linear",
      "value": 84.27,
      "referenceValue": 86.14,
      "logEffect": -0.043662382015682254,
      "rr": 0.9572770968850226,
      "lower95": 0.9349725873722785,
      "upper95": 0.980113698088286
    },
    {
      "form": "linear",
      "value": 84.6,
      "referenceValue": 86.14,
      "logEffect": -0.03595725577762074,
      "rr": 0.9646815271635882,
      "lower95": 0.9461326223929596,
      "upper95": 0.983594082716408
    },
    {
      "form": "linear",
      "value": 84.92,
      "referenceValue": 86.14,
      "logEffect": -0.028485618213439663,
      "rr": 0.971916271938001,
      "lower95": 0.9570816740598443,
      "upper95": 0.9869808034782173
    },
    {
      "form": "linear",
      "value": 85.24,
      "referenceValue": 86.14,
      "logEffect": -0.02101398064925892,
      "rr": 0.9792052745482662,
      "lower95": 0.9681574328389946,
      "upper95": 0.990379185430064
    },
    {
      "form": "linear",
      "value": 85.55,
      "referenceValue": 86.14,
      "logEffect": -0.013775831758958615,
      "rr": 0.9863186207930972,
      "lower95": 0.9790092873427151,
      "upper95": 0.9936825261011517
    },
    {
      "form": "linear",
      "value": 85.86,
      "referenceValue": 86.14,
      "logEffect": -0.006537682868658314,
      "rr": 0.9934836412844974,
      "lower95": 0.9899827777934166,
      "upper95": 0.9969968848345633
    },
    {
      "form": "linear",
      "value": 86.14,
      "referenceValue": 86.14,
      "logEffect": 0.0,
      "rr": 1.0,
      "lower95": 1.0,
      "upper95": 1.0
    },
    {
      "form": "linear",
      "value": 86.43,
      "referenceValue": 86.14,
      "logEffect": 0.006771171542539089,
      "rr": 1.006794147753916,
      "lower95": 1.0031199058557134,
      "upper95": 1.0104818477177473
    },
    {
      "form": "linear",
      "value": 86.72,
      "referenceValue": 86.14,
      "logEffect": 0.013542343085077846,
      "rr": 1.0136344559515338,
      "lower95": 1.0062495455239753,
      "upper95": 1.0210735645670723
    },
    {
      "form": "linear",
      "value": 87.0,
      "referenceValue": 86.14,
      "logEffect": 0.02008002595373616,
      "rr": 1.0202829858788445,
      "lower95": 1.0092805311933821,
      "upper95": 1.0314053814582052
    },
    {
      "form": "linear",
      "value": 87.28,
      "referenceValue": 86.14,
      "logEffect": 0.026617708822394472,
      "rr": 1.0269751241798983,
      "lower95": 1.0123206466797106,
      "upper95": 1.0418417416887957
    },
    {
      "form": "linear",
      "value": 87.53,
      "referenceValue": 86.14,
      "logEffect": 0.03245492566941081,
      "rr": 1.0329873308821524,
      "lower95": 1.015042772841841,
      "upper95": 1.0512491239906576
    },
    {
      "form": "linear",
      "value": 87.82,
      "referenceValue": 86.14,
      "logEffect": 0.039226097211949564,
      "rr": 1.0400055994360888,
      "lower95": 1.0182096107326297,
      "upper95": 1.0622681572217425
    },
    {
      "form": "linear",
      "value": 88.1,
      "referenceValue": 86.14,
      "logEffect": 0.045763780080607885,
      "rr": 1.046827100334981,
      "lower95": 1.0212766220443974,
      "upper95": 1.0730168049887128
    },
    {
      "form": "linear",
      "value": 88.36,
      "referenceValue": 86.14,
      "logEffect": 0.05183448560150498,
      "rr": 1.0532014080887802,
      "lower95": 1.0241328326046801,
      "upper95": 1.0830950543584008
    },
    {
      "form": "linear",
      "value": 88.64,
      "referenceValue": 86.14,
      "logEffect": 0.058372168470163306,
      "rr": 1.0601094616183837,
      "lower95": 1.027217685614554,
      "upper95": 1.0940544407979735
    },
    {
      "form": "linear",
      "value": 88.93,
      "referenceValue": 86.14,
      "logEffect": 0.06514334001270239,
      "rr": 1.0673120019359434,
      "lower95": 1.0304225080869953,
      "upper95": 1.1055221528413433
    },
    {
      "form": "linear",
      "value": 89.22,
      "referenceValue": 86.14,
      "logEffect": 0.07191451155524115,
      "rr": 1.074563477376624,
      "lower95": 1.0336373293038346,
      "upper95": 1.117110067696022
    },
    {
      "form": "linear",
      "value": 89.51,
      "referenceValue": 86.14,
      "logEffect": 0.07868568309778023,
      "rr": 1.0818642204128825,
      "lower95": 1.0368621804602136,
      "upper95": 1.1288194453095741
    },
    {
      "form": "linear",
      "value": 89.81,
      "referenceValue": 86.14,
      "logEffect": 0.08569034331419975,
      "rr": 1.089468914733222,
      "lower95": 1.0402088213822689,
      "upper95": 1.1410617673792942
    },
    {
      "form": "linear",
      "value": 90.11,
      "referenceValue": 86.14,
      "logEffect": 0.09269500353061931,
      "rr": 1.097127064352863,
      "lower95": 1.0435662641309045,
      "upper95": 1.1534368604163128
    },
    {
      "form": "linear",
      "value": 90.41,
      "referenceValue": 86.14,
      "logEffect": 0.09969966374703881,
      "rr": 1.1048390450224803,
      "lower95": 1.0469345435707684,
      "upper95": 1.1659461643541367
    },
    {
      "form": "linear",
      "value": 90.73,
      "referenceValue": 86.14,
      "logEffect": 0.10717130131121991,
      "rr": 1.1131249179064007,
      "lower95": 1.0505393588266454,
      "upper95": 1.1794389924124609
    },
    {
      "form": "linear",
      "value": 91.08,
      "referenceValue": 86.14,
      "logEffect": 0.11534340489704263,
      "rr": 1.1222587605613767,
      "lower95": 1.05449633917795,
      "upper95": 1.1943756264138325
    },
    {
      "form": "linear",
      "value": 91.45,
      "referenceValue": 86.14,
      "logEffect": 0.1239824858306269,
      "rr": 1.1319960448550972,
      "lower95": 1.058695640143488,
      "upper95": 1.2103715147007779
    },
    {
      "form": "linear",
      "value": 91.84,
      "referenceValue": 86.14,
      "logEffect": 0.13308854411197238,
      "rr": 1.142351142320433,
      "lower95": 1.0631400347786617,
      "upper95": 1.2274640119563207
    },
    {
      "form": "linear",
      "value": 92.26,
      "referenceValue": 86.14,
      "logEffect": 0.14289506841495983,
      "rr": 1.1536087453206416,
      "lower95": 1.0679471736876522,
      "upper95": 1.2461413542440767
    },
    {
      "form": "linear",
      "value": 92.78,
      "referenceValue": 86.14,
      "logEffect": 0.15503647945675372,
      "rr": 1.1677005574101607,
      "lower95": 1.0739289954595639,
      "upper95": 1.2696599100506736
    },
    {
      "form": "linear",
      "value": 93.37,
      "referenceValue": 86.14,
      "logEffect": 0.16881231121571236,
      "rr": 1.1838979137098866,
      "lower95": 1.0807566473703327,
      "upper95": 1.296882395770585
    },
    {
      "form": "linear",
      "value": 94.13,
      "referenceValue": 86.14,
      "logEffect": 0.18655745043064179,
      "rr": 1.2050938532578304,
      "lower95": 1.0896155984460634,
      "upper95": 1.3328105776302288
    },
    {
      "form": "linear",
      "value": 95.4,
      "referenceValue": 86.14,
      "logEffect": 0.21621051201348498,
      "rr": 1.241363673463263,
      "lower95": 1.1045817301815768,
      "upper95": 1.3950835213804338
    },
    {
      "form": "linear",
      "value": 99.48,
      "referenceValue": 86.14,
      "logEffect": 0.3114738909567914,
      "rr": 1.3654361357273768,
      "lower95": 1.1540670356754787,
      "upper95": 1.6155178019263527
    },
    {
      "form": "smooth",
      "value": 33.02,
      "referenceValue": 86.14,
      "logEffect": 0.49759973087157827,
      "rr": 1.6447686415172835,
      "lower95": 1.0146437087346325,
      "upper95": 2.66622052729461
    },
    {
      "form": "smooth",
      "value": 62.05,
      "referenceValue": 86.14,
      "logEffect": -0.029047685098708663,
      "rr": 0.9713701434810287,
      "lower95": 0.7667841759246788,
      "upper95": 1.2305417681689874
    },
    {
      "form": "smooth",
      "value": 67.12,
      "referenceValue": 86.14,
      "logEffect": -0.12102503263468381,
      "rr": 0.8860117801060543,
      "lower95": 0.7252022625352936,
      "upper95": 1.0824799025616587
    },
    {
      "form": "smooth",
      "value": 70.46,
      "referenceValue": 86.14,
      "logEffect": -0.18130013227903363,
      "rr": 0.8341849552888302,
      "lower95": 0.6972977506526568,
      "upper95": 0.997944621187882
    },
    {
      "form": "smooth",
      "value": 73.08,
      "referenceValue": 86.14,
      "logEffect": -0.22248525969182054,
      "rr": 0.8005268066750976,
      "lower95": 0.6797735153894819,
      "upper95": 0.9427304149062833
    },
    {
      "form": "smooth",
      "value": 74.94,
      "referenceValue": 86.14,
      "logEffect": -0.24247078930821225,
      "rr": 0.7846866684843762,
      "lower95": 0.6745677595416258,
      "upper95": 0.9127817909879132
    },
    {
      "form": "smooth",
      "value": 76.398,
      "referenceValue": 86.14,
      "logEffect": -0.25000822837264947,
      "rr": 0.7787943748347068,
      "lower95": 0.6770485484512405,
      "upper95": 0.895830409298724
    },
    {
      "form": "smooth",
      "value": 77.55,
      "referenceValue": 86.14,
      "logEffect": -0.2496217033040194,
      "rr": 0.7790954565679588,
      "lower95": 0.6843256954033181,
      "upper95": 0.8869895351322402
    },
    {
      "form": "smooth",
      "value": 78.48,
      "referenceValue": 86.14,
      "logEffect": -0.24456770781980763,
      "rr": 0.7830429684382445,
      "lower95": 0.694357244519382,
      "upper95": 0.8830559416788258
    },
    {
      "form": "smooth",
      "value": 79.34,
      "referenceValue": 86.14,
      "logEffect": -0.23568943348087024,
      "rr": 0.7900259914593154,
      "lower95": 0.7075053913452115,
      "upper95": 0.8821714644386908
    },
    {
      "form": "smooth",
      "value": 80.09,
      "referenceValue": 86.14,
      "logEffect": -0.22435425764311304,
      "rr": 0.7990320210242529,
      "lower95": 0.7224556515246376,
      "upper95": 0.8837250691786293
    },
    {
      "form": "smooth",
      "value": 80.72,
      "referenceValue": 86.14,
      "logEffect": -0.2120592112996708,
      "rr": 0.8089167991334474,
      "lower95": 0.7378478310237283,
      "upper95": 0.8868310787231399
    },
    {
      "form": "smooth",
      "value": 81.29,
      "referenceValue": 86.14,
      "logEffect": -0.19862506486422102,
      "rr": 0.8198572289953289,
      "lower95": 0.7542545756126101,
      "upper95": 0.8911657915896127
    },
    {
      "form": "smooth",
      "value": 81.83,
      "referenceValue": 86.14,
      "logEffect": -0.1837735442335937,
      "rr": 0.8321242218200935,
      "lower95": 0.7721855598603569,
      "upper95": 0.8967154483760564
    },
    {
      "form": "smooth",
      "value": 82.31,
      "referenceValue": 86.14,
      "logEffect": -0.1687627605321148,
      "rr": 0.8447092779963411,
      "lower95": 0.790239980237884,
      "upper95": 0.9029330104486823
    },
    {
      "form": "smooth",
      "value": 82.75,
      "referenceValue": 86.14,
      "logEffect": -0.1535048097847743,
      "rr": 0.8576966388526723,
      "lower95": 0.8085807762024942,
      "upper95": 0.9097959609602975
    },
    {
      "form": "smooth",
      "value": 83.15,
      "referenceValue": 86.14,
      "logEffect": -0.1384785128680116,
      "rr": 0.8706819595263064,
      "lower95": 0.8266386266470607,
      "upper95": 0.9170719226120068
    },
    {
      "form": "smooth",
      "value": 83.53,
      "referenceValue": 86.14,
      "logEffect": -0.12326530220253279,
      "rr": 0.8840290965803352,
      "lower95": 0.8449265923546765,
      "upper95": 0.924941232377012
    },
    {
      "form": "smooth",
      "value": 83.92,
      "referenceValue": 86.14,
      "logEffect": -0.10677989984426964,
      "rr": 0.8987234603965795,
      "lower95": 0.8647762990901028,
      "upper95": 0.9340032319538001
    },
    {
      "form": "smooth",
      "value": 84.27,
      "referenceValue": 86.14,
      "logEffect": -0.09129836814452269,
      "rr": 0.9127453361349456,
      "lower95": 0.8834905533599585,
      "upper95": 0.9429688245876073
    },
    {
      "form": "smooth",
      "value": 84.6,
      "referenceValue": 86.14,
      "logEffect": -0.07616012702710113,
      "rr": 0.9266678101170144,
      "lower95": 0.9019175546920445,
      "upper95": 0.9520972574929718
    },
    {
      "form": "smooth",
      "value": 84.92,
      "referenceValue": 86.14,
      "logEffect": -0.06102542537114949,
      "rr": 0.9407993193000471,
      "lower95": 0.9205436538285472,
      "upper95": 0.9615006909387527
    },
    {
      "form": "smooth",
      "value": 85.24,
      "referenceValue": 86.14,
      "logEffect": -0.045487045831717296,
      "rr": 0.955531980613857,
      "lower95": 0.9399804029362728,
      "upper95": 0.971340852557903
    },
    {
      "form": "smooth",
      "value": 85.55,
      "referenceValue": 86.14,
      "logEffect": -0.030090862180618284,
      "rr": 0.9703573607570054,
      "lower95": 0.9596773067892668,
      "upper95": 0.9811562708776892
    },
    {
      "form": "smooth",
      "value": 85.86,
      "referenceValue": 86.14,
      "logEffect": -0.014397234045382665,
      "rr": 0.985705910536487,
      "lower95": 0.9803536099155856,
      "upper95": 0.99108743237068
    },
    {
      "form": "smooth",
      "value": 86.14,
      "referenceValue": 86.14,
      "logEffect": 0.0,
      "rr": 1.0,
      "lower95": 1.0,
      "upper95": 1.0
    },
    {
      "form": "smooth",
      "value": 86.43,
      "referenceValue": 86.14,
      "logEffect": 0.015118813585520642,
      "rr": 1.0152336810039257,
      "lower95": 1.0090456599546243,
      "upper95": 1.0214596503899838
    },
    {
      "form": "smooth",
      "value": 86.72,
      "referenceValue": 86.14,
      "logEffect": 0.03050348305735804,
      "rr": 1.030973480982296,
      "lower95": 1.0179590522443802,
      "upper95": 1.0441542969191868
    },
    {
      "form": "smooth",
      "value": 87.0,
      "referenceValue": 86.14,
      "logEffect": 0.045677690596938283,
      "rr": 1.0467369834095372,
      "lower95": 1.026568466119114,
      "upper95": 1.0673017422592126
    },
    {
      "form": "smooth",
      "value": 87.28,
      "referenceValue": 86.14,
      "logEffect": 0.06123214490694236,
      "rr": 1.0631456893994145,
      "lower95": 1.035335868250151,
      "upper95": 1.091702501139916
    },
    {
      "form": "smooth",
      "value": 87.53,
      "referenceValue": 86.14,
      "logEffect": 0.07549436906832961,
      "rr": 1.0784171552076414,
      "lower95": 1.0434392338654948,
      "upper95": 1.1145675980936491
    },
    {
      "form": "smooth",
      "value": 87.82,
      "referenceValue": 86.14,
      "logEffect": 0.09254436491909082,
      "rr": 1.0969618071025924,
      "lower95": 1.053350304623786,
      "upper95": 1.142378941705973
    },
    {
      "form": "smooth",
      "value": 88.1,
      "referenceValue": 86.14,
      "logEffect": 0.10958656418192365,
      "rr": 1.1158166565107095,
      "lower95": 1.063643218329216,
      "upper95": 1.170549287102562
    },
    {
      "form": "smooth",
      "value": 88.36,
      "referenceValue": 86.14,
      "logEffect": 0.1259793542072033,
      "rr": 1.1342587503701471,
      "lower95": 1.0740279062209737,
      "upper95": 1.197867304321747
    },
    {
      "form": "smooth",
      "value": 88.64,
      "referenceValue": 86.14,
      "logEffect": 0.14430592971160613,
      "rr": 1.1552374759372124,
      "lower95": 1.086314442956051,
      "upper95": 1.2285334457840529
    },
    {
      "form": "smooth",
      "value": 88.93,
      "referenceValue": 86.14,
      "logEffect": 0.1640903218068224,
      "rr": 1.1783207383445833,
      "lower95": 1.100490852420137,
      "upper95": 1.2616549781940904
    },
    {
      "form": "smooth",
      "value": 89.22,
      "referenceValue": 86.14,
      "logEffect": 0.18476353635126644,
      "rr": 1.2029339563414818,
      "lower95": 1.1164123738587828,
      "upper95": 1.296160932288637
    },
    {
      "form": "smooth",
      "value": 89.51,
      "referenceValue": 86.14,
      "logEffect": 0.20638792853403354,
      "rr": 1.229229964893026,
      "lower95": 1.1343337384905021,
      "upper95": 1.332065031056609
    },
    {
      "form": "smooth",
      "value": 89.81,
      "referenceValue": 86.14,
      "logEffect": 0.22973558873821734,
      "rr": 1.2582672659053449,
      "lower95": 1.155014976670415,
      "upper95": 1.3707497689882255
    },
    {
      "form": "smooth",
      "value": 90.11,
      "referenceValue": 86.14,
      "logEffect": 0.25400778444544053,
      "rr": 1.2891818397944386,
      "lower95": 1.177788137745837,
      "upper95": 1.4111110163128724
    },
    {
      "form": "smooth",
      "value": 90.41,
      "referenceValue": 86.14,
      "logEffect": 0.27913376038761356,
      "rr": 1.3219841611575165,
      "lower95": 1.2025596266695215,
      "upper95": 1.453268581110961
    },
    {
      "form": "smooth",
      "value": 90.73,
      "referenceValue": 86.14,
      "logEffect": 0.30679613584431975,
      "rr": 1.3590638754188327,
      "lower95": 1.231072883836749,
      "upper95": 1.5003617102766043
    },
    {
      "form": "smooth",
      "value": 91.08,
      "referenceValue": 86.14,
      "logEffect": 0.3379705702963398,
      "rr": 1.4020992394330116,
      "lower95": 1.2645809209079173,
      "upper95": 1.5545721469585407
    },
    {
      "form": "smooth",
      "value": 91.45,
      "referenceValue": 86.14,
      "logEffect": 0.371849081145439,
      "rr": 1.4504140699445742,
      "lower95": 1.3024486798205617,
      "upper95": 1.6151891486296497
    },
    {
      "form": "smooth",
      "value": 91.84,
      "referenceValue": 86.14,
      "logEffect": 0.40844175232760055,
      "rr": 1.5044716182357434,
      "lower95": 1.3448438367309665,
      "upper95": 1.683046602331771
    },
    {
      "form": "smooth",
      "value": 92.26,
      "referenceValue": 86.14,
      "logEffect": 0.44868726976518347,
      "rr": 1.5662547653808923,
      "lower95": 1.3930460438750443,
      "upper95": 1.7609999331065906
    },
    {
      "form": "smooth",
      "value": 92.78,
      "referenceValue": 86.14,
      "logEffect": 0.49943518970644574,
      "rr": 1.6477903188855674,
      "lower95": 1.455894842059914,
      "upper95": 1.8649787447363326
    },
    {
      "form": "smooth",
      "value": 93.37,
      "referenceValue": 86.14,
      "logEffect": 0.5578097369380454,
      "rr": 1.7468422631298324,
      "lower95": 1.530726229621079,
      "upper95": 1.9934707024729839
    },
    {
      "form": "smooth",
      "value": 94.13,
      "referenceValue": 86.14,
      "logEffect": 0.6334398078587847,
      "rr": 1.8840803198435654,
      "lower95": 1.6314095150266155,
      "upper95": 2.175884484505976
    },
    {
      "form": "smooth",
      "value": 95.4,
      "referenceValue": 86.14,
      "logEffect": 0.7598556888011494,
      "rr": 2.137967665556467,
      "lower95": 1.8098257980015453,
      "upper95": 2.525605361583572
    },
    {
      "form": "smooth",
      "value": 99.48,
      "referenceValue": 86.14,
      "logEffect": 1.1659791488364615,
      "rr": 3.2090634961765403,
      "lower95": 2.4952878445279882,
      "upper95": 4.12701426213247
    }
  ],
  "pvalue": 3.779723449875818e-18,
  "eligibleRows": 135903,
  "developmentRows": 66216,
  "developmentClusters": 162,
  "missingFeatureEligibleRows": 0,
  "zeroCollisionRows": 32000,
  "incrementalDf": 9,
  "qvalue": 5.879569810917939e-18,
  "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": 0.026304784760489253,
  "spatialGain": 0.04023878831258576,
  "meanGain": 0.033271786536537507,
  "positiveRegions": 8,
  "bestDevelopmentForm": "smooth",
  "bestDevelopmentMeanGain": 0.04713755546972309,
  "sensitivityGains": {
    "benchmark": 0.030183178850615833,
    "length": 0.023433793934724112,
    "counted_routes": 0.0038425704662824467
  }
}
