{ "feature": "car_commute", "metadata": { "id": "car_commute", "label": "Car/van driver commuting share", "family": "Commuting baseline", "source": "ts061", "numerator": [ 10 ], "denominator": [ 5, 6, 7, 8, 9, 10, 11, 12, 13, 14 ], "unit": "%", "definition": "100 \u00d7 sum(numerator categories) / sum(denominator categories)", "role": "candidate", "note": "Census 2021 lockdown/furlough context. Resident participation, not current travel, hybrid-working frequency or observed road flows. Denominator sums all ten away-from-home travel categories, including passengers and other methods.", "status": "complete", "readiness": "provisional pandemic travel context", "measurementType": "Census count-derived share", "observationPeriod": "2021-03-21", "overlapGroup": "away-from-home mode shares", "phase": "E2", "zeroBand": false, "sourceVersion": "ew-v2", "direction": "Higher band = higher feature value; no tested collision-risk direction", "sourceGeography": "LSOA2021", "geographicResolution": "LSOA2021, England and Wales", "applicability": "All 35,672 master LSOAs; missing denominators remain unavailable", "comparability": "Common national source, categories and mode definition", "retrospectiveResearchAvailable": true, "historicalForecastEligibility": "Source release is a lower bound only. Exact archived edition and national band construction must be evidenced at the forecast origin.", "historicalAsOf2022Eligible": false, "availableFrom": "2022-12-08", "frozenBandsAvailableFrom": "2026-10-12", "mileageAllocationUse": "Not used by the current regional pilot; future nationwide allocation not audited", "exposureSensitivityRequired": true, "licence": "Open Government Licence v3.0", "sourceStatus": "Frozen archived input", "releasedAt": "2022-12-08T00:00:00.000Z", "extractedAt": "2026-10-12", "revision": "1", "sourceChecksums": [ { "file": "inputs/ts061-lsoa.csv.gz", "sha256": "bd10db61c0617ea10fcb4a73b023f80d37b6a34f0d0fdeb1eb390d96cdb62772", "bytes": 732085 }, { "file": "inputs/ts061-metadata.txt", "sha256": "0f35ad30d63ba5b7bf536e1faba6df854f7eca2a4d3c580af8e16f34ba3e9c4e", "bytes": 4304 } ], "coverageStatus": "complete", "sourceUrl": "https://www.nomisweb.co.uk/output/census/2021/census2021-ts061.zip", "numeratorColumns": [ { "column": "Method of travel to workplace: Driving a car or van", "weight": 1 } ], "denominatorColumns": [ "Method of travel to workplace: Underground, metro, light rail, tram", "Method of travel to workplace: Train", "Method of travel to workplace: Bus, minibus or coach", "Method of travel to workplace: Taxi", "Method of travel to workplace: Motorcycle, scooter or moped", "Method of travel to workplace: Driving a car or van", "Method of travel to workplace: Passenger in a car or van", "Method of travel to workplace: Bicycle", "Method of travel to workplace: On foot", "Method of travel to workplace: Other method of travel to work" ], "denominatorDefinition": "Method of travel to workplace: Underground, metro, light rail, tram + Method of travel to workplace: Train + Method of travel to workplace: Bus, minibus or coach + Method of travel to workplace: Taxi + Method of travel to workplace: Motorcycle, scooter or moped + Method of travel to workplace: Driving a car or van + Method of travel to workplace: Passenger in a car or van + Method of travel to workplace: Bicycle + Method of travel to workplace: On foot + Method of travel to workplace: Other method of travel to work", "validCount": 35672, "missingCount": 0, "bandScheme": "Combined E&W deciles", "bandedCount": 35672, "bandsWithheld": false, "releaseDecision": "banded", "qualityFlags": [ "banded", "retrospective_mixed_vintage", "not_claims_validated", "pandemic_commuting" ], "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": "car_commute", "form": "linear", "scenario": "fitted", "sample": "temporal_2023", "rows": 33108, "lsoas": 33108, "zeroRows": 7587, "observed": 92703, "expected": 97430.31472898145, "baseExpected": 97536.70796420943, "oe": 0.9514800425090357, "baseDeviance": 70909.04750319224, "featureDeviance": 65837.35246234346, "gain": 0.07152394820450036, "lower95": 0.05904676985553198, "upper95": 0.0839818599376644, "blocks": 162, "unsupportedRows": 0, "conditionalFixedPredictions": true }, { "feature": "car_commute", "form": "linear", "scenario": "fitted", "sample": "region_East Midlands", "rows": 5694, "lsoas": 2847, "zeroRows": 1329, "observed": 15424, "expected": 15297.867260933592, "baseExpected": 17021.64703151101, "oe": 1.0082451191996231, "baseDeviance": 12138.542212109733, "featureDeviance": 11073.872744953474, "gain": 0.08770982944674488, "lower95": 0.036895019477949646, "upper95": 0.15795785057000766, "blocks": 10, "unsupportedRows": 0, "conditionalFixedPredictions": true }, { "feature": "car_commute", "form": "linear", "scenario": "fitted", "sample": "region_East of England", "rows": 7516, "lsoas": 3758, "zeroRows": 1855, "observed": 19512, "expected": 19689.779032737242, "baseExpected": 20100.94779254876, "oe": 0.9909709990934049, "baseDeviance": 15230.34429048094, "featureDeviance": 14224.698243471974, "gain": 0.06602910793274064, "lower95": 0.042121706233979594, "upper95": 0.0793648963173749, "blocks": 11, "unsupportedRows": 0, "conditionalFixedPredictions": true }, { "feature": "car_commute", "form": "linear", "scenario": "fitted", "sample": "region_London", "rows": 9984, "lsoas": 4992, "zeroRows": 1285, "observed": 44761, "expected": 33251.48372705837, "baseExpected": 19401.836357881293, "oe": 1.3461354196226671, "baseDeviance": 54847.2022543594, "featureDeviance": 30904.426325383884, "gain": 0.4365359570746834, "lower95": 0.3849120137041649, "upper95": 0.4853935204200385, "blocks": 32, "unsupportedRows": 0, "conditionalFixedPredictions": true }, { "feature": "car_commute", "form": "linear", "scenario": "fitted", "sample": "region_North East", "rows": 3364, "lsoas": 1682, "zeroRows": 1051, "observed": 6143, "expected": 8825.938523403493, "baseExpected": 9069.709855096766, "oe": 0.696016631399684, "baseDeviance": 6671.946492096479, "featureDeviance": 6216.974759325567, "gain": 0.06819175383223874, "lower95": 0.01946032980935392, "upper95": 0.1114788096904766, "blocks": 12, "unsupportedRows": 0, "conditionalFixedPredictions": true }, { "feature": "car_commute", "form": "linear", "scenario": "fitted", "sample": "region_North West", "rows": 9134, "lsoas": 4567, "zeroRows": 2548, "observed": 19780, "expected": 20837.936317410327, "baseExpected": 22100.983328022263, "oe": 0.9492302739918439, "baseDeviance": 17000.80673822677, "featureDeviance": 15945.561533638524, "gain": 0.06207030177076822, "lower95": 0.03717891218134349, "upper95": 0.09385011020516175, "blocks": 23, "unsupportedRows": 0, "conditionalFixedPredictions": true }, { "feature": "car_commute", "form": "linear", "scenario": "fitted", "sample": "region_South East", "rows": 10474, "lsoas": 5237, "zeroRows": 2230, "observed": 31545, "expected": 25501.45681136638, "baseExpected": 25779.526736701682, "oe": 1.2369881545724055, "baseDeviance": 24290.31978857296, "featureDeviance": 23251.075243249987, "gain": 0.04278430890859952, "lower95": 0.019191326383584468, "upper95": 0.07866227177812694, "blocks": 18, "unsupportedRows": 0, "conditionalFixedPredictions": true }, { "feature": "car_commute", "form": "linear", "scenario": "fitted", "sample": "region_South West", "rows": 4736, "lsoas": 2368, "zeroRows": 1062, "observed": 12957, "expected": 12411.539374412769, "baseExpected": 12632.637786331881, "oe": 1.0439478624796321, "baseDeviance": 8907.11887715092, "featureDeviance": 8535.401224998155, "gain": 0.04173264747889671, "lower95": 0.0061300085634751035, "upper95": 0.06981838014168054, "blocks": 9, "unsupportedRows": 0, "conditionalFixedPredictions": true }, { "feature": "car_commute", "form": "linear", "scenario": "fitted", "sample": "region_Wales", "rows": 3832, "lsoas": 1916, "zeroRows": 1262, "observed": 6459, "expected": 9355.839484774255, "baseExpected": 10869.3468645565, "oe": 0.6903709721090675, "baseDeviance": 9675.803441414108, "featureDeviance": 8145.471049433114, "gain": 0.158160756493968, "lower95": 0.11381596717142231, "upper95": 0.19520664865682746, "blocks": 22, "unsupportedRows": 0, "conditionalFixedPredictions": true }, { "feature": "car_commute", "form": "linear", "scenario": "fitted", "sample": "region_West Midlands", "rows": 5754, "lsoas": 2877, "zeroRows": 1392, "observed": 14285, "expected": 14078.370078018937, "baseExpected": 15173.774457228603, "oe": 1.014677119640695, "baseDeviance": 11694.784302533519, "featureDeviance": 10273.354800876652, "gain": 0.12154388357115176, "lower95": 0.08702378301257517, "upper95": 0.14387144884589698, "blocks": 12, "unsupportedRows": 0, "conditionalFixedPredictions": true }, { "feature": "car_commute", "form": "linear", "scenario": "fitted", "sample": "region_Yorkshire and The Humber", "rows": 5728, "lsoas": 2864, "zeroRows": 1087, "observed": 16748, "expected": 13123.233653526531, "baseExpected": 13382.505050153019, "oe": 1.2762098460008298, "baseDeviance": 12546.93837453988, "featureDeviance": 11797.600924695995, "gain": 0.059722732946902335, "lower95": 0.015722873184228253, "upper95": 0.09240428507575767, "blocks": 13, "unsupportedRows": 0, "conditionalFixedPredictions": true }, { "feature": "car_commute", "form": "linear", "scenario": "fitted", "sample": "spatial_pooled", "rows": 66216, "lsoas": 33108, "zeroRows": 15101, "observed": 187614, "expected": 172373.4442636419, "baseExpected": 165532.91526003176, "oe": 1.0884159146524215, "baseDeviance": 173003.8067714847, "featureDeviance": 140368.4368500273, "gain": 0.1886396058588724, "lower95": 0.14662818065316344, "upper95": 0.23078021268928256, "blocks": 162, "unsupportedRows": 0, "conditionalFixedPredictions": true }, { "feature": "car_commute", "form": "linear", "scenario": "fitted", "sample": "diagnostic_2024", "rows": 34844, "lsoas": 34844, "zeroRows": 8432, "observed": 92494, "expected": 98637.99325226652, "baseExpected": 98730.62453805192, "oe": 0.9377116965817293, "baseDeviance": 72161.99967063732, "featureDeviance": 67443.22215390185, "gain": 0.0653914461665831, "lower95": 0.05166900778082566, "upper95": 0.08001867013663568, "blocks": 169, "unsupportedRows": 0, "conditionalFixedPredictions": true }, { "feature": "car_commute", "form": "linear", "scenario": "fitted", "sample": "diagnostic_2025", "rows": 34843, "lsoas": 34843, "zeroRows": 8467, "observed": 92791, "expected": 99992.71281625342, "baseExpected": 100097.08544166648, "oe": 0.9279776234345468, "baseDeviance": 71788.98081332492, "featureDeviance": 66855.67055356479, "gain": 0.06871960297901936, "lower95": 0.05533746809934599, "upper95": 0.08322887476686913, "blocks": 169, "unsupportedRows": 0, "conditionalFixedPredictions": true }, { "feature": "car_commute", "form": "smooth", "scenario": "fitted", "sample": "temporal_2023", "rows": 33108, "lsoas": 33108, "zeroRows": 7587, "observed": 92703, "expected": 97427.09398599449, "baseExpected": 97536.70796420943, "oe": 0.9515114965178619, "baseDeviance": 70909.04750319224, "featureDeviance": 65704.52173919798, "gain": 0.07339720313913334, "lower95": 0.06103175763476096, "upper95": 0.0856154856803549, "blocks": 162, "unsupportedRows": 0, "conditionalFixedPredictions": true }, { "feature": "car_commute", "form": "smooth", "scenario": "fitted", "sample": "region_East Midlands", "rows": 5694, "lsoas": 2847, "zeroRows": 1329, "observed": 15424, "expected": 15334.978199474055, "baseExpected": 17021.64703151101, "oe": 1.005805146858898, "baseDeviance": 12138.542212109733, "featureDeviance": 11125.071560508113, "gain": 0.08349195759195482, "lower95": 0.03564586714346661, "upper95": 0.1512438982966722, "blocks": 10, "unsupportedRows": 0, "conditionalFixedPredictions": true }, { "feature": "car_commute", "form": "smooth", "scenario": "fitted", "sample": "region_East of England", "rows": 7516, "lsoas": 3758, "zeroRows": 1855, "observed": 19512, "expected": 19570.561850098144, "baseExpected": 20100.94779254876, "oe": 0.9970076561650758, "baseDeviance": 15230.34429048094, "featureDeviance": 14220.022044101053, "gain": 0.06633613968998353, "lower95": 0.042812524921706896, "upper95": 0.07925078260166894, "blocks": 11, "unsupportedRows": 0, "conditionalFixedPredictions": true }, { "feature": "car_commute", "form": "smooth", "scenario": "fitted", "sample": "region_London", "rows": 9984, "lsoas": 4992, "zeroRows": 1285, "observed": 44761, "expected": 33408.22754593972, "baseExpected": 19401.836357881293, "oe": 1.3398196578507213, "baseDeviance": 54847.2022543594, "featureDeviance": 30847.740797745104, "gain": 0.4375694742881211, "lower95": 0.3867532889328198, "upper95": 0.4865931363489046, "blocks": 32, "unsupportedRows": 0, "conditionalFixedPredictions": true }, { "feature": "car_commute", "form": "smooth", "scenario": "fitted", "sample": "region_North East", "rows": 3364, "lsoas": 1682, "zeroRows": 1051, "observed": 6143, "expected": 8758.645236075101, "baseExpected": 9069.709855096766, "oe": 0.7013641761283145, "baseDeviance": 6671.946492096479, "featureDeviance": 6163.633824733475, "gain": 0.07618656234206111, "lower95": 0.03115213700065797, "upper95": 0.11376079081344527, "blocks": 12, "unsupportedRows": 0, "conditionalFixedPredictions": true }, { "feature": "car_commute", "form": "smooth", "scenario": "fitted", "sample": "region_North West", "rows": 9134, "lsoas": 4567, "zeroRows": 2548, "observed": 19780, "expected": 20825.93802759522, "baseExpected": 22100.983328022263, "oe": 0.9497771468344278, "baseDeviance": 17000.80673822677, "featureDeviance": 15889.50755734813, "gain": 0.06536743802750566, "lower95": 0.04219830708391878, "upper95": 0.09460353927165982, "blocks": 23, "unsupportedRows": 0, "conditionalFixedPredictions": true }, { "feature": "car_commute", "form": "smooth", "scenario": "fitted", "sample": "region_South East", "rows": 10474, "lsoas": 5237, "zeroRows": 2230, "observed": 31545, "expected": 25169.497612965515, "baseExpected": 25779.526736701682, "oe": 1.2533027271768145, "baseDeviance": 24290.31978857296, "featureDeviance": 23334.002631104748, "gain": 0.03937029918881918, "lower95": 0.0171716855582696, "upper95": 0.07603098821490797, "blocks": 18, "unsupportedRows": 0, "conditionalFixedPredictions": true }, { "feature": "car_commute", "form": "smooth", "scenario": "fitted", "sample": "region_South West", "rows": 4736, "lsoas": 2368, "zeroRows": 1062, "observed": 12957, "expected": 12267.361186674007, "baseExpected": 12632.637786331881, "oe": 1.0562173724920683, "baseDeviance": 8907.11887715092, "featureDeviance": 8530.676185504062, "gain": 0.04226312647656827, "lower95": 0.0063085629598211325, "upper95": 0.06854447017760892, "blocks": 9, "unsupportedRows": 0, "conditionalFixedPredictions": true }, { "feature": "car_commute", "form": "smooth", "scenario": "fitted", "sample": "region_Wales", "rows": 3832, "lsoas": 1916, "zeroRows": 1262, "observed": 6459, "expected": 9477.928189078462, "baseExpected": 10869.3468645565, "oe": 0.6814780478546766, "baseDeviance": 9675.803441414108, "featureDeviance": 8166.476901762781, "gain": 0.1559897892500739, "lower95": 0.11567977515782357, "upper95": 0.18667054894480845, "blocks": 22, "unsupportedRows": 0, "conditionalFixedPredictions": true }, { "feature": "car_commute", "form": "smooth", "scenario": "fitted", "sample": "region_West Midlands", "rows": 5754, "lsoas": 2877, "zeroRows": 1392, "observed": 14285, "expected": 14220.453878338107, "baseExpected": 15173.774457228603, "oe": 1.004538963539006, "baseDeviance": 11694.784302533519, "featureDeviance": 10370.849484717868, "gain": 0.11320728827198956, "lower95": 0.08190889083670605, "upper95": 0.13124688400805962, "blocks": 12, "unsupportedRows": 0, "conditionalFixedPredictions": true }, { "feature": "car_commute", "form": "smooth", "scenario": "fitted", "sample": "region_Yorkshire and The Humber", "rows": 5728, "lsoas": 2864, "zeroRows": 1087, "observed": 16748, "expected": 13058.190273731001, "baseExpected": 13382.505050153019, "oe": 1.282566699437038, "baseDeviance": 12546.93837453988, "featureDeviance": 11805.416060365209, "gain": 0.059099861021024935, "lower95": 0.016379047566903764, "upper95": 0.08991530668360372, "blocks": 13, "unsupportedRows": 0, "conditionalFixedPredictions": true }, { "feature": "car_commute", "form": "smooth", "scenario": "fitted", "sample": "spatial_pooled", "rows": 66216, "lsoas": 33108, "zeroRows": 15101, "observed": 187614, "expected": 172091.78199996933, "baseExpected": 165532.91526003176, "oe": 1.09019732272883, "baseDeviance": 173003.8067714847, "featureDeviance": 140453.39704789055, "gain": 0.1881485172553975, "lower95": 0.14588372580297987, "upper95": 0.2305079625004391, "blocks": 162, "unsupportedRows": 0, "conditionalFixedPredictions": true }, { "feature": "car_commute", "form": "smooth", "scenario": "fitted", "sample": "diagnostic_2024", "rows": 34844, "lsoas": 34844, "zeroRows": 8432, "observed": 92494, "expected": 98660.94465935412, "baseExpected": 98730.62453805192, "oe": 0.9374935575505923, "baseDeviance": 72161.99967063732, "featureDeviance": 67342.0639269169, "gain": 0.06679326744989922, "lower95": 0.05306044774456778, "upper95": 0.08123722720213065, "blocks": 169, "unsupportedRows": 0, "conditionalFixedPredictions": true }, { "feature": "car_commute", "form": "smooth", "scenario": "fitted", "sample": "diagnostic_2025", "rows": 34843, "lsoas": 34843, "zeroRows": 8467, "observed": 92791, "expected": 100007.81102891182, "baseExpected": 100097.08544166648, "oe": 0.9278375263425627, "baseDeviance": 71788.98081332492, "featureDeviance": 66702.80964732464, "gain": 0.0708489117463027, "lower95": 0.05726686238447259, "upper95": 0.0851463764820451, "blocks": 169, "unsupportedRows": 0, "conditionalFixedPredictions": true }, { "feature": "car_commute", "form": "categorical", "scenario": "fitted", "sample": "temporal_2023", "rows": 33108, "lsoas": 33108, "zeroRows": 7587, "observed": 92703, "expected": 97466.46815381058, "baseExpected": 97536.70796420943, "oe": 0.9511271081835713, "baseDeviance": 70909.04750319224, "featureDeviance": 67049.29220955903, "gain": 0.054432479768670494, "lower95": 0.04348561157219974, "upper95": 0.06536911778174584, "blocks": 162, "unsupportedRows": 0, "conditionalFixedPredictions": true }, { "feature": "car_commute", "form": "categorical", "scenario": "fitted", "sample": "region_East Midlands", "rows": 5694, "lsoas": 2847, "zeroRows": 1329, "observed": 15424, "expected": 15720.092712173431, "baseExpected": 17021.64703151101, "oe": 0.9811646968249659, "baseDeviance": 12138.542212109733, "featureDeviance": 11210.742386132586, "gain": 0.07643420517593524, "lower95": 0.03297204566176277, "upper95": 0.13409482681446247, "blocks": 10, "unsupportedRows": 0, "conditionalFixedPredictions": true }, { "feature": "car_commute", "form": "categorical", "scenario": "fitted", "sample": "region_East of England", "rows": 7516, "lsoas": 3758, "zeroRows": 1855, "observed": 19512, "expected": 19737.479307976282, "baseExpected": 20100.94779254876, "oe": 0.9885760838829525, "baseDeviance": 15230.34429048094, "featureDeviance": 14318.761927824518, "gain": 0.05985303715203383, "lower95": 0.0408536998365169, "upper95": 0.07035741472083322, "blocks": 11, "unsupportedRows": 0, "conditionalFixedPredictions": true }, { "feature": "car_commute", "form": "categorical", "scenario": "fitted", "sample": "region_London", "rows": 9984, "lsoas": 4992, "zeroRows": 1285, "observed": 44761, "expected": 28089.12107058681, "baseExpected": 19401.836357881293, "oe": 1.59353508739264, "baseDeviance": 54847.2022543594, "featureDeviance": 38814.93997566293, "gain": 0.2923077498893243, "lower95": 0.2734355071084232, "upper95": 0.31013776611122224, "blocks": 32, "unsupportedRows": 0, "conditionalFixedPredictions": true }, { "feature": "car_commute", "form": "categorical", "scenario": "fitted", "sample": "region_North East", "rows": 3364, "lsoas": 1682, "zeroRows": 1051, "observed": 6143, "expected": 8903.79960185564, "baseExpected": 9069.709855096766, "oe": 0.6899301730375578, "baseDeviance": 6671.946492096479, "featureDeviance": 6302.593727047099, "gain": 0.05535907182213051, "lower95": 0.015825724112219778, "upper95": 0.08998977374564937, "blocks": 12, "unsupportedRows": 0, "conditionalFixedPredictions": true }, { "feature": "car_commute", "form": "categorical", "scenario": "fitted", "sample": "region_North West", "rows": 9134, "lsoas": 4567, "zeroRows": 2548, "observed": 19780, "expected": 21172.3284311674, "baseExpected": 22100.983328022263, "oe": 0.9342382943050431, "baseDeviance": 17000.80673822677, "featureDeviance": 15998.806883539868, "gain": 0.05893837099117638, "lower95": 0.034997792257927485, "upper95": 0.08904695305879763, "blocks": 23, "unsupportedRows": 0, "conditionalFixedPredictions": true }, { "feature": "car_commute", "form": "categorical", "scenario": "fitted", "sample": "region_South East", "rows": 10474, "lsoas": 5237, "zeroRows": 2230, "observed": 31545, "expected": 25547.855588612954, "baseExpected": 25779.526736701682, "oe": 1.2347415966316977, "baseDeviance": 24290.31978857296, "featureDeviance": 23431.58592943466, "gain": 0.03535292522341682, "lower95": 0.015048309667621357, "upper95": 0.06525489229808094, "blocks": 18, "unsupportedRows": 0, "conditionalFixedPredictions": true }, { "feature": "car_commute", "form": "categorical", "scenario": "fitted", "sample": "region_South West", "rows": 4736, "lsoas": 2368, "zeroRows": 1062, "observed": 12957, "expected": 12437.936171040816, "baseExpected": 12632.637786331881, "oe": 1.0417323116810744, "baseDeviance": 8907.11887715092, "featureDeviance": 8546.323878930969, "gain": 0.040506363864244, "lower95": 0.007087133380933736, "upper95": 0.06260592040568518, "blocks": 9, "unsupportedRows": 0, "conditionalFixedPredictions": true }, { "feature": "car_commute", "form": "categorical", "scenario": "fitted", "sample": "region_Wales", "rows": 3832, "lsoas": 1916, "zeroRows": 1262, "observed": 6459, "expected": 9688.658359044282, "baseExpected": 10869.3468645565, "oe": 0.6666557701428885, "baseDeviance": 9675.803441414108, "featureDeviance": 8363.143859382131, "gain": 0.13566414303266716, "lower95": 0.10192650800855989, "upper95": 0.16431488843043987, "blocks": 22, "unsupportedRows": 0, "conditionalFixedPredictions": true }, { "feature": "car_commute", "form": "categorical", "scenario": "fitted", "sample": "region_West Midlands", "rows": 5754, "lsoas": 2877, "zeroRows": 1392, "observed": 14285, "expected": 14268.075196218722, "baseExpected": 15173.774457228603, "oe": 1.0011862009099701, "baseDeviance": 11694.784302533519, "featureDeviance": 10571.12069947279, "gain": 0.09608245641754176, "lower95": 0.0720997828896415, "upper95": 0.11271715465339584, "blocks": 12, "unsupportedRows": 0, "conditionalFixedPredictions": true }, { "feature": "car_commute", "form": "categorical", "scenario": "fitted", "sample": "region_Yorkshire and The Humber", "rows": 5728, "lsoas": 2864, "zeroRows": 1087, "observed": 16748, "expected": 13251.26563692946, "baseExpected": 13382.505050153019, "oe": 1.2638792745445855, "baseDeviance": 12546.93837453988, "featureDeviance": 11851.818248801104, "gain": 0.0554015732753822, "lower95": 0.019821882291681935, "upper95": 0.08531791691092858, "blocks": 13, "unsupportedRows": 0, "conditionalFixedPredictions": true }, { "feature": "car_commute", "form": "categorical", "scenario": "fitted", "sample": "spatial_pooled", "rows": 66216, "lsoas": 33108, "zeroRows": 15101, "observed": 187614, "expected": 168816.6120756058, "baseExpected": 165532.91526003176, "oe": 1.1113479751387005, "baseDeviance": 173003.8067714847, "featureDeviance": 149409.83751622867, "gain": 0.13637832424358476, "lower95": 0.11020779011455095, "upper95": 0.16172373465930842, "blocks": 162, "unsupportedRows": 0, "conditionalFixedPredictions": true }, { "feature": "car_commute", "form": "categorical", "scenario": "fitted", "sample": "diagnostic_2024", "rows": 34844, "lsoas": 34844, "zeroRows": 8432, "observed": 92494, "expected": 98698.18338693667, "baseExpected": 98730.62453805192, "oe": 0.9371398421527803, "baseDeviance": 72161.99967063732, "featureDeviance": 68414.01886473462, "gain": 0.05193842774603363, "lower95": 0.0403739383920939, "upper95": 0.06316638799861171, "blocks": 169, "unsupportedRows": 0, "conditionalFixedPredictions": true }, { "feature": "car_commute", "form": "categorical", "scenario": "fitted", "sample": "diagnostic_2025", "rows": 34843, "lsoas": 34843, "zeroRows": 8467, "observed": 92791, "expected": 100050.56236029984, "baseExpected": 100097.08544166648, "oe": 0.9274410639076983, "baseDeviance": 71788.98081332492, "featureDeviance": 67963.65153781515, "gain": 0.05328574430464317, "lower95": 0.04160661485400278, "upper95": 0.0645382337491783, "blocks": 169, "unsupportedRows": 0, "conditionalFixedPredictions": true }, { "feature": "car_commute", "form": "categorical", "scenario": "benchmark", "sample": "temporal_2023", "rows": 33108, "lsoas": 33108, "zeroRows": 7587, "observed": 92703, "expected": 97201.41209519157, "baseExpected": 97285.25165385114, "oe": 0.9537207125058412, "baseDeviance": 72256.19871382597, "featureDeviance": 68143.52735783509, "gain": 0.056917903642832224, "lower95": 0.045805196491193086, "upper95": 0.0679856396208471, "blocks": 162, "unsupportedRows": 0, "conditionalFixedPredictions": true }, { "feature": "car_commute", "form": "categorical", "scenario": "benchmark", "sample": "diagnostic_2024", "rows": 34844, "lsoas": 34844, "zeroRows": 8432, "observed": 92494, "expected": 98832.5152529891, "baseExpected": 98847.55877588826, "oe": 0.9358660938987141, "baseDeviance": 73564.52719010701, "featureDeviance": 69565.05897161277, "gain": 0.0543668038286812, "lower95": 0.04256590272022116, "upper95": 0.06572660255254743, "blocks": 169, "unsupportedRows": 0, "conditionalFixedPredictions": true }, { "feature": "car_commute", "form": "categorical", "scenario": "benchmark", "sample": "diagnostic_2025", "rows": 34843, "lsoas": 34843, "zeroRows": 8467, "observed": 92791, "expected": 100213.5026067277, "baseExpected": 100248.78404676483, "oe": 0.925933108676421, "baseDeviance": 73149.12509223106, "featureDeviance": 69053.32555233038, "gain": 0.055992461081884826, "lower95": 0.04398272527443978, "upper95": 0.0668322623962386, "blocks": 169, "unsupportedRows": 0, "conditionalFixedPredictions": true }, { "feature": "car_commute", "form": "categorical", "scenario": "length", "sample": "temporal_2023", "rows": 33108, "lsoas": 33108, "zeroRows": 7587, "observed": 92703, "expected": 97059.33014734327, "baseExpected": 97140.95635029627, "oe": 0.9551168327585814, "baseDeviance": 73771.73481377443, "featureDeviance": 69669.73928725466, "gain": 0.055603891339611744, "lower95": 0.04515159824100761, "upper95": 0.06660986554952224, "blocks": 162, "unsupportedRows": 0, "conditionalFixedPredictions": true }, { "feature": "car_commute", "form": "categorical", "scenario": "length", "sample": "diagnostic_2024", "rows": 34844, "lsoas": 34844, "zeroRows": 8432, "observed": 92494, "expected": 98905.9980202942, "baseExpected": 98907.15039662909, "oe": 0.9351707869225632, "baseDeviance": 75184.10117699776, "featureDeviance": 71217.48713163554, "gain": 0.052758681466764545, "lower95": 0.041299098479170196, "upper95": 0.06392303273160634, "blocks": 169, "unsupportedRows": 0, "conditionalFixedPredictions": true }, { "feature": "car_commute", "form": "categorical", "scenario": "length", "sample": "diagnostic_2025", "rows": 34843, "lsoas": 34843, "zeroRows": 8467, "observed": 92791, "expected": 100283.37843358601, "baseExpected": 100313.28989732909, "oe": 0.925287933547752, "baseDeviance": 74708.73022951678, "featureDeviance": 70629.90111976356, "gain": 0.054596418614296205, "lower95": 0.043423773625416974, "upper95": 0.06572322200719696, "blocks": 169, "unsupportedRows": 0, "conditionalFixedPredictions": true }, { "feature": "car_commute", "form": "categorical", "scenario": "counted_routes", "sample": "temporal_2023", "rows": 5098, "lsoas": 5098, "zeroRows": 2530, "observed": 6032, "expected": 6230.723606338063, "baseExpected": 6243.812676283444, "oe": 0.9681058543287145, "baseDeviance": 9233.014031350176, "featureDeviance": 9092.885515683754, "gain": 0.015176898376913939, "lower95": 0.006125504344088905, "upper95": 0.02571452463474614, "blocks": 159, "unsupportedRows": 0, "conditionalFixedPredictions": true }, { "feature": "car_commute", "form": "categorical", "scenario": "counted_routes", "sample": "diagnostic_2024", "rows": 6430, "lsoas": 6430, "zeroRows": 3286, "observed": 6863, "expected": 6622.59432695422, "baseExpected": 6644.032760936374, "oe": 1.0363008303358276, "baseDeviance": 10665.127727495616, "featureDeviance": 10532.765980349035, "gain": 0.0124107043561551, "lower95": 0.0031625095953699087, "upper95": 0.022300076215201987, "blocks": 168, "unsupportedRows": 0, "conditionalFixedPredictions": true }, { "feature": "car_commute", "form": "categorical", "scenario": "counted_routes", "sample": "diagnostic_2025", "rows": 6060, "lsoas": 6060, "zeroRows": 3188, "observed": 6133, "expected": 6502.623449572403, "baseExpected": 6520.340102433249, "oe": 0.9431577958590377, "baseDeviance": 9570.44385319353, "featureDeviance": 9415.973338366075, "gain": 0.01614037104202959, "lower95": 0.006083912986490641, "upper95": 0.026564875406589594, "blocks": 166, "unsupportedRows": 0, "conditionalFixedPredictions": true } ], "effects": [ { "sample": "development", "scenario": "fitted", "band": "D1", "bandValue": 1, "referenceBand": "D5", "rows": 6986, "lsoas": 3493, "collisions": 37592, "miles": 23118066606.31671, "clusters": 99, "sourceReportingAreas": null, "estimable": true, "weakSupport": false, "logEffect": 0.9063351506308327, "rr": 2.475234528771359, "lower95": 2.2257203289162897, "upper95": 2.7527204980893183 }, { "sample": "development", "scenario": "fitted", "band": "D2", "bandValue": 2, "referenceBand": "D5", "rows": 6710, "lsoas": 3355, "collisions": 24865, "miles": 33022392016.893284, "clusters": 137, "sourceReportingAreas": null, "estimable": true, "weakSupport": false, "logEffect": 0.4770408097157128, "rr": 1.6112991993747583, "lower95": 1.4884269779672696, "upper95": 1.7443147351786505 }, { "sample": "development", "scenario": "fitted", "band": "D3", "bandValue": 3, "referenceBand": "D5", "rows": 6702, "lsoas": 3351, "collisions": 18257, "miles": 34028703576.244152, "clusters": 146, "sourceReportingAreas": null, "estimable": true, "weakSupport": false, "logEffect": 0.27245646182705935, "rr": 1.3131862839363166, "lower95": 1.2431669272663173, "upper95": 1.3871493670689092 }, { "sample": "development", "scenario": "fitted", "band": "D4", "bandValue": 4, "referenceBand": "D5", "rows": 6620, "lsoas": 3310, "collisions": 15072, "miles": 34602422891.19156, "clusters": 145, "sourceReportingAreas": null, "estimable": true, "weakSupport": false, "logEffect": 0.14525664449078937, "rr": 1.156336299530202, "lower95": 1.100172337061866, "upper95": 1.215367440688532 }, { "sample": "development", "scenario": "fitted", "band": "D5", "bandValue": 5, "referenceBand": "D5", "rows": 6624, "lsoas": 3312, "collisions": 13498, "miles": 37439852721.2717, "clusters": 142, "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": 6620, "lsoas": 3310, "collisions": 13062, "miles": 42496031484.95161, "clusters": 138, "sourceReportingAreas": null, "estimable": true, "weakSupport": false, "logEffect": -0.07752165669964126, "rr": 0.9254069829185465, "lower95": 0.8787407185631577, "upper95": 0.9745514984609838 }, { "sample": "development", "scenario": "fitted", "band": "D7", "bandValue": 7, "referenceBand": "D5", "rows": 6538, "lsoas": 3269, "collisions": 13306, "miles": 55588173278.71766, "clusters": 132, "sourceReportingAreas": null, "estimable": true, "weakSupport": false, "logEffect": -0.2056692160376649, "rr": 0.8141023237414885, "lower95": 0.7703034793099021, "upper95": 0.8603915357036239 }, { "sample": "development", "scenario": "fitted", "band": "D8", "bandValue": 8, "referenceBand": "D5", "rows": 6558, "lsoas": 3279, "collisions": 15290, "miles": 72495318028.28944, "clusters": 126, "sourceReportingAreas": null, "estimable": true, "weakSupport": false, "logEffect": -0.2543950284934502, "rr": 0.7753854421969507, "lower95": 0.7335738448877143, "upper95": 0.8195801801834797 }, { "sample": "development", "scenario": "fitted", "band": "D9", "bandValue": 9, "referenceBand": "D5", "rows": 6426, "lsoas": 3213, "collisions": 17415, "miles": 94852205007.38626, "clusters": 119, "sourceReportingAreas": null, "estimable": true, "weakSupport": false, "logEffect": -0.31156818583079415, "rr": 0.7322976764775329, "lower95": 0.6834150079181592, "upper95": 0.7846767787672172 }, { "sample": "development", "scenario": "fitted", "band": "D10", "bandValue": 10, "referenceBand": "D5", "rows": 6432, "lsoas": 3216, "collisions": 19257, "miles": 118818634388.73763, "clusters": 110, "sourceReportingAreas": null, "estimable": true, "weakSupport": false, "logEffect": -0.3561722001945646, "rr": 0.7003520090986893, "lower95": 0.6419499858656849, "upper95": 0.7640672130978073 }, { "sample": "year_2022", "scenario": "fitted", "band": "D1", "bandValue": 1, "referenceBand": "D5", "rows": 3493, "lsoas": 3493, "collisions": 18943, "miles": 11506797193.250828, "clusters": 99, "sourceReportingAreas": null, "estimable": true, "weakSupport": false, "logEffect": 0.8928069713320943, "rr": 2.4419745926937995, "lower95": 2.188572868830437, "upper95": 2.7247161820793173 }, { "sample": "year_2022", "scenario": "fitted", "band": "D2", "bandValue": 2, "referenceBand": "D5", "rows": 3355, "lsoas": 3355, "collisions": 12604, "miles": 16402541070.403816, "clusters": 137, "sourceReportingAreas": null, "estimable": true, "weakSupport": false, "logEffect": 0.47853186006340187, "rr": 1.613703519642056, "lower95": 1.4851237380888953, "upper95": 1.7534155454656726 }, { "sample": "year_2022", "scenario": "fitted", "band": "D3", "bandValue": 3, "referenceBand": "D5", "rows": 3351, "lsoas": 3351, "collisions": 9287, "miles": 16823379957.047468, "clusters": 146, "sourceReportingAreas": null, "estimable": true, "weakSupport": false, "logEffect": 0.28669596233533906, "rr": 1.3320191679071476, "lower95": 1.2571245211827298, "upper95": 1.4113757497966657 }, { "sample": "year_2022", "scenario": "fitted", "band": "D4", "bandValue": 4, "referenceBand": "D5", "rows": 3310, "lsoas": 3310, "collisions": 7696, "miles": 17153519214.78708, "clusters": 145, "sourceReportingAreas": null, "estimable": true, "weakSupport": false, "logEffect": 0.16088374220010995, "rr": 1.174548410461974, "lower95": 1.117068276754488, "upper95": 1.2349862557433933 }, { "sample": "year_2022", "scenario": "fitted", "band": "D5", "bandValue": 5, "referenceBand": "D5", "rows": 3312, "lsoas": 3312, "collisions": 6767, "miles": 18542542428.095524, "clusters": 142, "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": 3310, "lsoas": 3310, "collisions": 6618, "miles": 21037550419.703033, "clusters": 138, "sourceReportingAreas": null, "estimable": true, "weakSupport": false, "logEffect": -0.06595919344592002, "rr": 0.9361690653457799, "lower95": 0.8900490358351993, "upper95": 0.9846789150083038 }, { "sample": "year_2022", "scenario": "fitted", "band": "D7", "bandValue": 7, "referenceBand": "D5", "rows": 3269, "lsoas": 3269, "collisions": 6743, "miles": 27481227736.023216, "clusters": 132, "sourceReportingAreas": null, "estimable": true, "weakSupport": false, "logEffect": -0.193715449506949, "rr": 0.8238923098798763, "lower95": 0.7801685549179468, "upper95": 0.8700665183187111 }, { "sample": "year_2022", "scenario": "fitted", "band": "D8", "bandValue": 8, "referenceBand": "D5", "rows": 3279, "lsoas": 3279, "collisions": 7651, "miles": 35765068243.38346, "clusters": 126, "sourceReportingAreas": null, "estimable": true, "weakSupport": false, "logEffect": -0.254089132584019, "rr": 0.7756226657129531, "lower95": 0.7331511594167754, "upper95": 0.8205545498233064 }, { "sample": "year_2022", "scenario": "fitted", "band": "D9", "bandValue": 9, "referenceBand": "D5", "rows": 3213, "lsoas": 3213, "collisions": 8784, "miles": 46847385117.27904, "clusters": 119, "sourceReportingAreas": null, "estimable": true, "weakSupport": false, "logEffect": -0.30139822887575585, "rr": 0.7397831110825805, "lower95": 0.6894946199528275, "upper95": 0.7937394079745893 }, { "sample": "year_2022", "scenario": "fitted", "band": "D10", "bandValue": 10, "referenceBand": "D5", "rows": 3216, "lsoas": 3216, "collisions": 9818, "miles": 58692188620.026535, "clusters": 110, "sourceReportingAreas": null, "estimable": true, "weakSupport": false, "logEffect": -0.3302514526168772, "rr": 0.71874298090412, "lower95": 0.6586074930048927, "upper95": 0.7843692610328418 }, { "sample": "year_2023", "scenario": "fitted", "band": "D1", "bandValue": 1, "referenceBand": "D5", "rows": 3493, "lsoas": 3493, "collisions": 18649, "miles": 11611269413.065884, "clusters": 99, "sourceReportingAreas": null, "estimable": true, "weakSupport": false, "logEffect": 0.9189956144590515, "rr": 2.506771360200891, "lower95": 2.2423348982158653, "upper95": 2.8023925673739774 }, { "sample": "year_2023", "scenario": "fitted", "band": "D2", "bandValue": 2, "referenceBand": "D5", "rows": 3355, "lsoas": 3355, "collisions": 12261, "miles": 16619850946.48947, "clusters": 137, "sourceReportingAreas": null, "estimable": true, "weakSupport": false, "logEffect": 0.4744570411077224, "rr": 1.607141348860254, "lower95": 1.4810942914655636, "upper95": 1.743915515777552 }, { "sample": "year_2023", "scenario": "fitted", "band": "D3", "bandValue": 3, "referenceBand": "D5", "rows": 3351, "lsoas": 3351, "collisions": 8970, "miles": 17205323619.196686, "clusters": 146, "sourceReportingAreas": null, "estimable": true, "weakSupport": false, "logEffect": 0.2581937035840953, "rr": 1.294589560976501, "lower95": 1.218766591760788, "upper95": 1.375129694823697 }, { "sample": "year_2023", "scenario": "fitted", "band": "D4", "bandValue": 4, "referenceBand": "D5", "rows": 3310, "lsoas": 3310, "collisions": 7376, "miles": 17448903676.40448, "clusters": 145, "sourceReportingAreas": null, "estimable": true, "weakSupport": false, "logEffect": 0.12897836379026853, "rr": 1.1376655091298846, "lower95": 1.0734228046928318, "upper95": 1.2057530406521677 }, { "sample": "year_2023", "scenario": "fitted", "band": "D5", "bandValue": 5, "referenceBand": "D5", "rows": 3312, "lsoas": 3312, "collisions": 6731, "miles": 18897310293.176167, "clusters": 142, "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": 3310, "lsoas": 3310, "collisions": 6444, "miles": 21458481065.248573, "clusters": 138, "sourceReportingAreas": null, "estimable": true, "weakSupport": false, "logEffect": -0.0892383812176235, "rr": 0.9146275175639471, "lower95": 0.8592952350315867, "upper95": 0.9735227914471538 }, { "sample": "year_2023", "scenario": "fitted", "band": "D7", "bandValue": 7, "referenceBand": "D5", "rows": 3269, "lsoas": 3269, "collisions": 6563, "miles": 28106945542.69443, "clusters": 132, "sourceReportingAreas": null, "estimable": true, "weakSupport": false, "logEffect": -0.21823185633539216, "rr": 0.8039390217006195, "lower95": 0.7544787190783208, "upper95": 0.8566417239740014 }, { "sample": "year_2023", "scenario": "fitted", "band": "D8", "bandValue": 8, "referenceBand": "D5", "rows": 3279, "lsoas": 3279, "collisions": 7639, "miles": 36730249784.90598, "clusters": 126, "sourceReportingAreas": null, "estimable": true, "weakSupport": false, "logEffect": -0.2564081946769095, "rr": 0.7738260326475283, "lower95": 0.726052597445899, "upper95": 0.8247429055546253 }, { "sample": "year_2023", "scenario": "fitted", "band": "D9", "bandValue": 9, "referenceBand": "D5", "rows": 3213, "lsoas": 3213, "collisions": 8631, "miles": 48004819890.10723, "clusters": 119, "sourceReportingAreas": null, "estimable": true, "weakSupport": false, "logEffect": -0.3243058582118306, "rr": 0.7230290641803107, "lower95": 0.6705785139987657, "upper95": 0.7795821320490713 }, { "sample": "year_2023", "scenario": "fitted", "band": "D10", "bandValue": 10, "referenceBand": "D5", "rows": 3216, "lsoas": 3216, "collisions": 9439, "miles": 60126445768.71109, "clusters": 110, "sourceReportingAreas": null, "estimable": true, "weakSupport": false, "logEffect": -0.38442095937822207, "rr": 0.6808447588595663, "lower95": 0.620166213164623, "upper95": 0.7474602386046011 }, { "sample": "region_East Midlands", "scenario": "fitted", "band": "D1", "bandValue": 1, "referenceBand": "D5", "rows": 130, "lsoas": 65, "collisions": 800, "miles": 791861308.2307119, "clusters": 5, "sourceReportingAreas": null, "estimable": true, "weakSupport": true, "logEffect": 0.9801206032776039, "rr": 2.6647776034634636, "lower95": 2.015523564579212, "upper95": 3.523173730495674 }, { "sample": "region_East Midlands", "scenario": "fitted", "band": "D2", "bandValue": 2, "referenceBand": "D5", "rows": 414, "lsoas": 207, "collisions": 1557, "miles": 2086197939.985058, "clusters": 9, "sourceReportingAreas": null, "estimable": true, "weakSupport": true, "logEffect": 0.6451119889285457, "rr": 1.9062004906695864, "lower95": 1.4421998254903103, "upper95": 2.519484641730311 }, { "sample": "region_East Midlands", "scenario": "fitted", "band": "D3", "bandValue": 3, "referenceBand": "D5", "rows": 486, "lsoas": 243, "collisions": 1441, "miles": 2559342151.5230274, "clusters": 10, "sourceReportingAreas": null, "estimable": true, "weakSupport": false, "logEffect": 0.39860682528627317, "rr": 1.489747772291075, "lower95": 1.2488123730273206, "upper95": 1.7771672294262792 }, { "sample": "region_East Midlands", "scenario": "fitted", "band": "D4", "bandValue": 4, "referenceBand": "D5", "rows": 434, "lsoas": 217, "collisions": 1029, "miles": 2090715628.857183, "clusters": 10, "sourceReportingAreas": null, "estimable": true, "weakSupport": false, "logEffect": 0.23085313460368745, "rr": 1.2596742233092986, "lower95": 1.0610077146271424, "upper95": 1.4955396902344937 }, { "sample": "region_East Midlands", "scenario": "fitted", "band": "D5", "bandValue": 5, "referenceBand": "D5", "rows": 502, "lsoas": 251, "collisions": 1022, "miles": 2808851147.968857, "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": 552, "lsoas": 276, "collisions": 942, "miles": 2913939406.050041, "clusters": 10, "sourceReportingAreas": null, "estimable": true, "weakSupport": false, "logEffect": -0.1266504642012415, "rr": 0.8810415743531099, "lower95": 0.6830001667566009, "upper95": 1.136506685532379 }, { "sample": "region_East Midlands", "scenario": "fitted", "band": "D7", "bandValue": 7, "referenceBand": "D5", "rows": 674, "lsoas": 337, "collisions": 1333, "miles": 4824780844.37795, "clusters": 9, "sourceReportingAreas": null, "estimable": true, "weakSupport": true, "logEffect": -0.15875072772324436, "rr": 0.8532090138169739, "lower95": 0.6992492069816163, "upper95": 1.0410674963806885 }, { "sample": "region_East Midlands", "scenario": "fitted", "band": "D8", "bandValue": 8, "referenceBand": "D5", "rows": 682, "lsoas": 341, "collisions": 1436, "miles": 5979704761.609295, "clusters": 9, "sourceReportingAreas": null, "estimable": true, "weakSupport": true, "logEffect": -0.25520983501685834, "rr": 0.7747539104035455, "lower95": 0.5847171626869148, "upper95": 1.0265537938502136 }, { "sample": "region_East Midlands", "scenario": "fitted", "band": "D9", "bandValue": 9, "referenceBand": "D5", "rows": 834, "lsoas": 417, "collisions": 2314, "miles": 12505350392.047033, "clusters": 8, "sourceReportingAreas": null, "estimable": true, "weakSupport": true, "logEffect": -0.39989533517523373, "rr": 0.6703902086375091, "lower95": 0.5077849729480775, "upper95": 0.8850656395517199 }, { "sample": "region_East Midlands", "scenario": "fitted", "band": "D10", "bandValue": 10, "referenceBand": "D5", "rows": 986, "lsoas": 493, "collisions": 3550, "miles": 21572456419.350845, "clusters": 8, "sourceReportingAreas": null, "estimable": true, "weakSupport": true, "logEffect": -0.5010978639469779, "rr": 0.6058651369621615, "lower95": 0.4376641357812916, "upper95": 0.8387083477399924 }, { "sample": "region_East of England", "scenario": "fitted", "band": "D1", "bandValue": 1, "referenceBand": "D5", "rows": 146, "lsoas": 73, "collisions": 688, "miles": 542394753.7550517, "clusters": 9, "sourceReportingAreas": null, "estimable": true, "weakSupport": true, "logEffect": 0.9861376856585281, "rr": 2.6808601262399065, "lower95": 2.4910398111461634, "upper95": 2.8851449841567165 }, { "sample": "region_East of England", "scenario": "fitted", "band": "D2", "bandValue": 2, "referenceBand": "D5", "rows": 520, "lsoas": 260, "collisions": 1829, "miles": 2338606904.3049927, "clusters": 10, "sourceReportingAreas": null, "estimable": true, "weakSupport": false, "logEffect": 0.6766187229556102, "rr": 1.9672147757650464, "lower95": 1.7771076906653345, "upper95": 2.1776586721874183 }, { "sample": "region_East of England", "scenario": "fitted", "band": "D3", "bandValue": 3, "referenceBand": "D5", "rows": 668, "lsoas": 334, "collisions": 1875, "miles": 3948555145.2123423, "clusters": 11, "sourceReportingAreas": null, "estimable": true, "weakSupport": false, "logEffect": 0.4253255706954532, "rr": 1.5300884905543106, "lower95": 1.3692576319598113, "upper95": 1.7098102901028664 }, { "sample": "region_East of England", "scenario": "fitted", "band": "D4", "bandValue": 4, "referenceBand": "D5", "rows": 834, "lsoas": 417, "collisions": 1948, "miles": 4363462415.495055, "clusters": 11, "sourceReportingAreas": null, "estimable": true, "weakSupport": false, "logEffect": 0.3451558090453996, "rr": 1.412209937609104, "lower95": 1.308523348271514, "upper95": 1.5241125888325315 }, { "sample": "region_East of England", "scenario": "fitted", "band": "D5", "bandValue": 5, "referenceBand": "D5", "rows": 948, "lsoas": 474, "collisions": 1914, "miles": 6847933820.42543, "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": 1020, "lsoas": 510, "collisions": 1910, "miles": 7167098218.216755, "clusters": 11, "sourceReportingAreas": null, "estimable": true, "weakSupport": false, "logEffect": -0.05248427628778206, "rr": 0.9488692406853779, "lower95": 0.8786167387981467, "upper95": 1.024738997290709 }, { "sample": "region_East of England", "scenario": "fitted", "band": "D7", "bandValue": 7, "referenceBand": "D5", "rows": 936, "lsoas": 468, "collisions": 1975, "miles": 9298016336.91214, "clusters": 11, "sourceReportingAreas": null, "estimable": true, "weakSupport": false, "logEffect": -0.1382518171004378, "rr": 0.8708793618157202, "lower95": 0.7375412652640161, "upper95": 1.0283232932940536 }, { "sample": "region_East of England", "scenario": "fitted", "band": "D8", "bandValue": 8, "referenceBand": "D5", "rows": 836, "lsoas": 418, "collisions": 2184, "miles": 11879165987.88737, "clusters": 11, "sourceReportingAreas": null, "estimable": true, "weakSupport": false, "logEffect": -0.14843500654938419, "rr": 0.8620560333460431, "lower95": 0.7476808984958231, "upper95": 0.9939274978448118 }, { "sample": "region_East of England", "scenario": "fitted", "band": "D9", "bandValue": 9, "referenceBand": "D5", "rows": 850, "lsoas": 425, "collisions": 2775, "miles": 14892922336.28939, "clusters": 10, "sourceReportingAreas": null, "estimable": true, "weakSupport": false, "logEffect": -0.07335623787318706, "rr": 0.9292697299818806, "lower95": 0.8056683072764312, "upper95": 1.0718334372364844 }, { "sample": "region_East of England", "scenario": "fitted", "band": "D10", "bandValue": 10, "referenceBand": "D5", "rows": 758, "lsoas": 379, "collisions": 2414, "miles": 13694644081.501472, "clusters": 8, "sourceReportingAreas": null, "estimable": true, "weakSupport": true, "logEffect": -0.16455019112946218, "rr": 0.8482751799864774, "lower95": 0.702356436902067, "upper95": 1.0245094131335253 }, { "sample": "region_London", "scenario": "fitted", "band": "D1", "bandValue": 1, "referenceBand": "D5", "rows": 5768, "lsoas": 2884, "collisions": 30833, "miles": 16961088352.232052, "clusters": 32, "sourceReportingAreas": null, "estimable": true, "weakSupport": false, "logEffect": 0.9979163361571681, "rr": 2.71262373972304, "lower95": 1.9469325382827904, "upper95": 3.7794465954116276 }, { "sample": "region_London", "scenario": "fitted", "band": "D2", "bandValue": 2, "referenceBand": "D5", "rows": 2352, "lsoas": 1176, "collisions": 8943, "miles": 10767614873.386211, "clusters": 21, "sourceReportingAreas": null, "estimable": true, "weakSupport": false, "logEffect": 0.6165106010370938, "rr": 1.8524528041789619, "lower95": 1.3939710218520984, "upper95": 2.461730794913607 }, { "sample": "region_London", "scenario": "fitted", "band": "D3", "bandValue": 3, "referenceBand": "D5", "rows": 1130, "lsoas": 565, "collisions": 3139, "miles": 5241996853.313593, "clusters": 19, "sourceReportingAreas": null, "estimable": true, "weakSupport": false, "logEffect": 0.4140287576489693, "rr": 1.5129006337241644, "lower95": 1.1380363829005906, "upper95": 2.011243543628354 }, { "sample": "region_London", "scenario": "fitted", "band": "D4", "bandValue": 4, "referenceBand": "D5", "rows": 520, "lsoas": 260, "collisions": 1363, "miles": 3945934461.680331, "clusters": 17, "sourceReportingAreas": null, "estimable": true, "weakSupport": false, "logEffect": 0.23497480698449444, "rr": 1.2648769022680757, "lower95": 0.9912718193185568, "upper95": 1.6140008690967664 }, { "sample": "region_London", "scenario": "fitted", "band": "D5", "bandValue": 5, "referenceBand": "D5", "rows": 148, "lsoas": 74, "collisions": 315, "miles": 880889067.959315, "clusters": 12, "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": 48, "lsoas": 24, "collisions": 116, "miles": 366041316.417541, "clusters": 9, "sourceReportingAreas": null, "estimable": true, "weakSupport": true, "logEffect": 0.06825065980463078, "rr": 1.0706336396663978, "lower95": 0.8311587017922442, "upper95": 1.3791065267242255 }, { "sample": "region_London", "scenario": "fitted", "band": "D7", "bandValue": 7, "referenceBand": "D5", "rows": 14, "lsoas": 7, "collisions": 43, "miles": 90646884.36363313, "clusters": 4, "sourceReportingAreas": null, "estimable": true, "weakSupport": true, "logEffect": 0.42486168499493265, "rr": 1.5293788689873857, "lower95": 1.2439098553259538, "upper95": 1.8803611169172896 }, { "sample": "region_London", "scenario": "fitted", "band": "D8", "bandValue": 8, "referenceBand": "D5", "rows": 4, "lsoas": 2, "collisions": 9, "miles": 31988190.647323236, "clusters": 1, "sourceReportingAreas": null, "estimable": true, "weakSupport": true, "logEffect": 0.2064935201327866, "rr": 1.229359768103198, "lower95": 0.8449641636637518, "upper95": 1.7886266713107266 }, { "sample": "region_London", "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": "region_London", "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_North East", "scenario": "fitted", "band": "D1", "bandValue": 1, "referenceBand": "D5", "rows": 56, "lsoas": 28, "collisions": 373, "miles": 436363395.25023526, "clusters": 5, "sourceReportingAreas": null, "estimable": true, "weakSupport": true, "logEffect": 1.0166183086025635, "rr": 2.7638325141295423, "lower95": 1.9300850633532127, "upper95": 3.9577375687724827 }, { "sample": "region_North East", "scenario": "fitted", "band": "D2", "bandValue": 2, "referenceBand": "D5", "rows": 302, "lsoas": 151, "collisions": 845, "miles": 1816684905.2716143, "clusters": 12, "sourceReportingAreas": null, "estimable": true, "weakSupport": false, "logEffect": 0.4095433815281432, "rr": 1.506129901340619, "lower95": 1.2365209120355407, "upper95": 1.8345239919784735 }, { "sample": "region_North East", "scenario": "fitted", "band": "D3", "bandValue": 3, "referenceBand": "D5", "rows": 434, "lsoas": 217, "collisions": 814, "miles": 2308887417.3759604, "clusters": 12, "sourceReportingAreas": null, "estimable": true, "weakSupport": false, "logEffect": 0.2206313003082586, "rr": 1.246863627569534, "lower95": 1.0188680934722867, "upper95": 1.5258784878203127 }, { "sample": "region_North East", "scenario": "fitted", "band": "D4", "bandValue": 4, "referenceBand": "D5", "rows": 444, "lsoas": 222, "collisions": 716, "miles": 2022292647.545045, "clusters": 12, "sourceReportingAreas": null, "estimable": true, "weakSupport": false, "logEffect": 0.19501251947110096, "rr": 1.2153262016357473, "lower95": 1.0730935642337531, "upper95": 1.3764109911860705 }, { "sample": "region_North East", "scenario": "fitted", "band": "D5", "bandValue": 5, "referenceBand": "D5", "rows": 420, "lsoas": 210, "collisions": 568, "miles": 1929032335.6377556, "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": 394, "lsoas": 197, "collisions": 575, "miles": 2584118888.1484175, "clusters": 12, "sourceReportingAreas": null, "estimable": true, "weakSupport": false, "logEffect": -0.03133592288095767, "rr": 0.9691499587422147, "lower95": 0.8505342410189196, "upper95": 1.1043078540904308 }, { "sample": "region_North East", "scenario": "fitted", "band": "D7", "bandValue": 7, "referenceBand": "D5", "rows": 372, "lsoas": 186, "collisions": 625, "miles": 2892325145.464682, "clusters": 12, "sourceReportingAreas": null, "estimable": true, "weakSupport": false, "logEffect": -0.04463687685697429, "rr": 0.9563446896792148, "lower95": 0.8429725730097288, "upper95": 1.0849643212141356 }, { "sample": "region_North East", "scenario": "fitted", "band": "D8", "bandValue": 8, "referenceBand": "D5", "rows": 358, "lsoas": 179, "collisions": 560, "miles": 3338164649.1036854, "clusters": 12, "sourceReportingAreas": null, "estimable": true, "weakSupport": false, "logEffect": -0.22951699703231979, "rr": 0.7949174572853017, "lower95": 0.6954071152576188, "upper95": 0.9086673835122318 }, { "sample": "region_North East", "scenario": "fitted", "band": "D9", "bandValue": 9, "referenceBand": "D5", "rows": 286, "lsoas": 143, "collisions": 517, "miles": 3395681685.316763, "clusters": 12, "sourceReportingAreas": null, "estimable": true, "weakSupport": false, "logEffect": -0.21798348032189838, "rr": 0.8041387256697328, "lower95": 0.7138544454305944, "upper95": 0.9058416519794751 }, { "sample": "region_North East", "scenario": "fitted", "band": "D10", "bandValue": 10, "referenceBand": "D5", "rows": 298, "lsoas": 149, "collisions": 550, "miles": 4222248930.8858423, "clusters": 10, "sourceReportingAreas": null, "estimable": true, "weakSupport": false, "logEffect": -0.3300870478078493, "rr": 0.7188611554205989, "lower95": 0.5555544500832316, "upper95": 0.9301723002942714 }, { "sample": "region_North West", "scenario": "fitted", "band": "D1", "bandValue": 1, "referenceBand": "D5", "rows": 230, "lsoas": 115, "collisions": 1188, "miles": 1093162824.4461744, "clusters": 10, "sourceReportingAreas": null, "estimable": true, "weakSupport": false, "logEffect": 0.9507745300922182, "rr": 2.5877131450365587, "lower95": 1.9774370275571267, "upper95": 3.3863325242105833 }, { "sample": "region_North West", "scenario": "fitted", "band": "D2", "bandValue": 2, "referenceBand": "D5", "rows": 932, "lsoas": 466, "collisions": 2975, "miles": 4861088064.1134615, "clusters": 22, "sourceReportingAreas": null, "estimable": true, "weakSupport": false, "logEffect": 0.47818558692887875, "rr": 1.6131448342005803, "lower95": 1.3782723080096806, "upper95": 1.8880421822200177 }, { "sample": "region_North West", "scenario": "fitted", "band": "D3", "bandValue": 3, "referenceBand": "D5", "rows": 1104, "lsoas": 552, "collisions": 2487, "miles": 5433358934.802443, "clusters": 23, "sourceReportingAreas": null, "estimable": true, "weakSupport": false, "logEffect": 0.23115338937655125, "rr": 1.2600525032944443, "lower95": 1.085089544227689, "upper95": 1.4632269931129618 }, { "sample": "region_North West", "scenario": "fitted", "band": "D4", "bandValue": 4, "referenceBand": "D5", "rows": 1170, "lsoas": 585, "collisions": 2195, "miles": 6047900993.115499, "clusters": 23, "sourceReportingAreas": null, "estimable": true, "weakSupport": false, "logEffect": 0.05822936491900105, "rr": 1.0599580850314583, "lower95": 0.9406168140024331, "upper95": 1.19444084487804 }, { "sample": "region_North West", "scenario": "fitted", "band": "D5", "bandValue": 5, "referenceBand": "D5", "rows": 1004, "lsoas": 502, "collisions": 1705, "miles": 5024951373.869229, "clusters": 23, "sourceReportingAreas": null, "estimable": true, "weakSupport": false, "logEffect": 0.0, "rr": 1.0, "lower95": 1.0, "upper95": 1.0 }, { "sample": "region_North West", "scenario": "fitted", "band": "D6", "bandValue": 6, "referenceBand": "D5", "rows": 956, "lsoas": 478, "collisions": 1622, "miles": 5588974870.261557, "clusters": 23, "sourceReportingAreas": null, "estimable": true, "weakSupport": false, "logEffect": -0.13087551494303218, "rr": 0.8773269816928594, "lower95": 0.7862667351164391, "upper95": 0.9789332276562822 }, { "sample": "region_North West", "scenario": "fitted", "band": "D7", "bandValue": 7, "referenceBand": "D5", "rows": 944, "lsoas": 472, "collisions": 1533, "miles": 7456921876.730698, "clusters": 23, "sourceReportingAreas": null, "estimable": true, "weakSupport": false, "logEffect": -0.2673588886075145, "rr": 0.7653983294267871, "lower95": 0.660847441327199, "upper95": 0.8864899310388007 }, { "sample": "region_North West", "scenario": "fitted", "band": "D8", "bandValue": 8, "referenceBand": "D5", "rows": 906, "lsoas": 453, "collisions": 1606, "miles": 7755307883.061161, "clusters": 22, "sourceReportingAreas": null, "estimable": true, "weakSupport": false, "logEffect": -0.32020238143040836, "rr": 0.7260020928627696, "lower95": 0.6388356347570178, "upper95": 0.8250620506503163 }, { "sample": "region_North West", "scenario": "fitted", "band": "D9", "bandValue": 9, "referenceBand": "D5", "rows": 920, "lsoas": 460, "collisions": 1745, "miles": 10113274434.562782, "clusters": 21, "sourceReportingAreas": null, "estimable": true, "weakSupport": false, "logEffect": -0.3900846282143177, "rr": 0.6769995788083345, "lower95": 0.5698874013831118, "upper95": 0.8042438358775843 }, { "sample": "region_North West", "scenario": "fitted", "band": "D10", "bandValue": 10, "referenceBand": "D5", "rows": 968, "lsoas": 484, "collisions": 2724, "miles": 17664358745.036995, "clusters": 19, "sourceReportingAreas": null, "estimable": true, "weakSupport": false, "logEffect": -0.4085145212890024, "rr": 0.664636821038063, "lower95": 0.5608394584863163, "upper95": 0.7876444804219497 }, { "sample": "region_South East", "scenario": "fitted", "band": "D1", "bandValue": 1, "referenceBand": "D5", "rows": 336, "lsoas": 168, "collisions": 1587, "miles": 1296284513.3091607, "clusters": 13, "sourceReportingAreas": null, "estimable": true, "weakSupport": false, "logEffect": 0.5988521079009419, "rr": 1.820028404619925, "lower95": 1.4719091402964022, "upper95": 2.25048089106662 }, { "sample": "region_South East", "scenario": "fitted", "band": "D2", "bandValue": 2, "referenceBand": "D5", "rows": 814, "lsoas": 407, "collisions": 3150, "miles": 3879225647.387588, "clusters": 18, "sourceReportingAreas": null, "estimable": true, "weakSupport": false, "logEffect": 0.43385458558684037, "rr": 1.5431944490847966, "lower95": 1.2231133708371413, "upper95": 1.9470387328495828 }, { "sample": "region_South East", "scenario": "fitted", "band": "D3", "bandValue": 3, "referenceBand": "D5", "rows": 948, "lsoas": 474, "collisions": 3022, "miles": 4861949413.391534, "clusters": 18, "sourceReportingAreas": null, "estimable": true, "weakSupport": false, "logEffect": 0.23805987467923995, "rr": 1.2687851586550722, "lower95": 1.1870361257967774, "upper95": 1.3561640996754127 }, { "sample": "region_South East", "scenario": "fitted", "band": "D4", "bandValue": 4, "referenceBand": "D5", "rows": 1156, "lsoas": 578, "collisions": 3055, "miles": 6415355192.884823, "clusters": 18, "sourceReportingAreas": null, "estimable": true, "weakSupport": false, "logEffect": 0.079099114843832, "rr": 1.0823115898985203, "lower95": 0.9469357821502872, "upper95": 1.2370409902228736 }, { "sample": "region_South East", "scenario": "fitted", "band": "D5", "bandValue": 5, "referenceBand": "D5", "rows": 1330, "lsoas": 665, "collisions": 3269, "miles": 7772194062.2785, "clusters": 18, "sourceReportingAreas": null, "estimable": true, "weakSupport": false, "logEffect": 0.0, "rr": 1.0, "lower95": 1.0, "upper95": 1.0 }, { "sample": "region_South East", "scenario": "fitted", "band": "D6", "bandValue": 6, "referenceBand": "D5", "rows": 1366, "lsoas": 683, "collisions": 3566, "miles": 10953444003.050035, "clusters": 18, "sourceReportingAreas": null, "estimable": true, "weakSupport": false, "logEffect": -0.052893872145062984, "rr": 0.9484806673597367, "lower95": 0.8121612896176924, "upper95": 1.1076809346314036 }, { "sample": "region_South East", "scenario": "fitted", "band": "D7", "bandValue": 7, "referenceBand": "D5", "rows": 1370, "lsoas": 685, "collisions": 3548, "miles": 14517933868.098433, "clusters": 17, "sourceReportingAreas": null, "estimable": true, "weakSupport": false, "logEffect": -0.268179665912411, "rr": 0.7647703655932729, "lower95": 0.6599003593008075, "upper95": 0.8863060973468282 }, { "sample": "region_South East", "scenario": "fitted", "band": "D8", "bandValue": 8, "referenceBand": "D5", "rows": 1390, "lsoas": 695, "collisions": 4512, "miles": 19742665733.10858, "clusters": 15, "sourceReportingAreas": null, "estimable": true, "weakSupport": false, "logEffect": -0.2544852488029198, "rr": 0.7753154898380067, "lower95": 0.679370474306921, "upper95": 0.8848104701576733 }, { "sample": "region_South East", "scenario": "fitted", "band": "D9", "bandValue": 9, "referenceBand": "D5", "rows": 1180, "lsoas": 590, "collisions": 3865, "miles": 18545838823.555397, "clusters": 13, "sourceReportingAreas": null, "estimable": true, "weakSupport": false, "logEffect": -0.3403745640650587, "rr": 0.7115037691009556, "lower95": 0.6108553527483005, "upper95": 0.8287356592149864 }, { "sample": "region_South East", "scenario": "fitted", "band": "D10", "bandValue": 10, "referenceBand": "D5", "rows": 584, "lsoas": 292, "collisions": 1971, "miles": 8496808742.935952, "clusters": 12, "sourceReportingAreas": null, "estimable": true, "weakSupport": false, "logEffect": -0.23517614639296022, "rr": 0.7904316056892128, "lower95": 0.6433206829924792, "upper95": 0.9711830192776987 }, { "sample": "region_South West", "scenario": "fitted", "band": "D1", "bandValue": 1, "referenceBand": "D5", "rows": 62, "lsoas": 31, "collisions": 294, "miles": 264069634.68973094, "clusters": 6, "sourceReportingAreas": null, "estimable": true, "weakSupport": true, "logEffect": 0.4556825040458938, "rr": 1.5772494949285307, "lower95": 0.9307622014509765, "upper95": 2.672772879446731 }, { "sample": "region_South West", "scenario": "fitted", "band": "D2", "bandValue": 2, "referenceBand": "D5", "rows": 280, "lsoas": 140, "collisions": 926, "miles": 1150400763.7183535, "clusters": 9, "sourceReportingAreas": null, "estimable": true, "weakSupport": true, "logEffect": 0.32961511771954927, "rr": 1.39043287249034, "lower95": 0.9676389066631984, "upper95": 1.99795973434815 }, { "sample": "region_South West", "scenario": "fitted", "band": "D3", "bandValue": 3, "referenceBand": "D5", "rows": 386, "lsoas": 193, "collisions": 925, "miles": 1636216830.489665, "clusters": 9, "sourceReportingAreas": null, "estimable": true, "weakSupport": true, "logEffect": 0.12920208620932722, "rr": 1.1379200588828484, "lower95": 1.0137055552979564, "upper95": 1.2773551981051827 }, { "sample": "region_South West", "scenario": "fitted", "band": "D4", "bandValue": 4, "referenceBand": "D5", "rows": 452, "lsoas": 226, "collisions": 1054, "miles": 2239779992.419495, "clusters": 9, "sourceReportingAreas": null, "estimable": true, "weakSupport": true, "logEffect": 0.08961786694694693, "rr": 1.0937562434241974, "lower95": 0.9692736241507012, "upper95": 1.2342260123684259 }, { "sample": "region_South West", "scenario": "fitted", "band": "D5", "bandValue": 5, "referenceBand": "D5", "rows": 530, "lsoas": 265, "collisions": 1138, "miles": 2739647815.4941072, "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": 562, "lsoas": 281, "collisions": 1140, "miles": 3146034975.3486404, "clusters": 9, "sourceReportingAreas": null, "estimable": true, "weakSupport": true, "logEffect": -0.10812975543580282, "rr": 0.897511131926586, "lower95": 0.8060985872968262, "upper95": 0.9992899685302715 }, { "sample": "region_South West", "scenario": "fitted", "band": "D7", "bandValue": 7, "referenceBand": "D5", "rows": 614, "lsoas": 307, "collisions": 1374, "miles": 5193421455.075275, "clusters": 9, "sourceReportingAreas": null, "estimable": true, "weakSupport": true, "logEffect": -0.24065282564153195, "rr": 0.7861144978150849, "lower95": 0.7202343447686396, "upper95": 0.8580207375053395 }, { "sample": "region_South West", "scenario": "fitted", "band": "D8", "bandValue": 8, "referenceBand": "D5", "rows": 668, "lsoas": 334, "collisions": 1683, "miles": 7656891505.227558, "clusters": 9, "sourceReportingAreas": null, "estimable": true, "weakSupport": true, "logEffect": -0.3416783252173363, "rr": 0.7105767425690052, "lower95": 0.6380154482618949, "upper95": 0.7913904098333323 }, { "sample": "region_South West", "scenario": "fitted", "band": "D9", "bandValue": 9, "referenceBand": "D5", "rows": 680, "lsoas": 340, "collisions": 2551, "miles": 12890608077.185562, "clusters": 9, "sourceReportingAreas": null, "estimable": true, "weakSupport": true, "logEffect": -0.32026371906130413, "rr": 0.7259575629800608, "lower95": 0.6593913265712561, "upper95": 0.7992437298020751 }, { "sample": "region_South West", "scenario": "fitted", "band": "D10", "bandValue": 10, "referenceBand": "D5", "rows": 502, "lsoas": 251, "collisions": 1872, "miles": 10075128950.351616, "clusters": 7, "sourceReportingAreas": null, "estimable": true, "weakSupport": true, "logEffect": -0.35584496043888586, "rr": 0.7005812296220244, "lower95": 0.6069522320464376, "upper95": 0.8086535206301965 }, { "sample": "region_Wales", "scenario": "fitted", "band": "D1", "bandValue": 1, "referenceBand": "D5", "rows": 26, "lsoas": 13, "collisions": 112, "miles": 206516748.86769965, "clusters": 3, "sourceReportingAreas": null, "estimable": true, "weakSupport": true, "logEffect": 0.9198377449258751, "rr": 2.5088832778669703, "lower95": 1.7480977209642126, "upper95": 3.600768553424237 }, { "sample": "region_Wales", "scenario": "fitted", "band": "D2", "bandValue": 2, "referenceBand": "D5", "rows": 152, "lsoas": 76, "collisions": 289, "miles": 960846000.4167876, "clusters": 13, "sourceReportingAreas": null, "estimable": true, "weakSupport": false, "logEffect": 0.40040600003817217, "rr": 1.4924305014953312, "lower95": 0.987934838100253, "upper95": 2.2545503163717573 }, { "sample": "region_Wales", "scenario": "fitted", "band": "D3", "bandValue": 3, "referenceBand": "D5", "rows": 200, "lsoas": 100, "collisions": 354, "miles": 1143703969.3199308, "clusters": 19, "sourceReportingAreas": null, "estimable": true, "weakSupport": false, "logEffect": 0.261645238082595, "rr": 1.2990656016684192, "lower95": 1.0576298368936918, "upper95": 1.5956163286718614 }, { "sample": "region_Wales", "scenario": "fitted", "band": "D4", "bandValue": 4, "referenceBand": "D5", "rows": 230, "lsoas": 115, "collisions": 309, "miles": 1105684284.7780585, "clusters": 20, "sourceReportingAreas": null, "estimable": true, "weakSupport": false, "logEffect": 0.15385464410513316, "rr": 1.1663213427741466, "lower95": 0.9764412521630402, "upper95": 1.3931257734114582 }, { "sample": "region_Wales", "scenario": "fitted", "band": "D5", "bandValue": 5, "referenceBand": "D5", "rows": 348, "lsoas": 174, "collisions": 491, "miles": 1986369727.8365445, "clusters": 22, "sourceReportingAreas": null, "estimable": true, "weakSupport": false, "logEffect": 0.0, "rr": 1.0, "lower95": 1.0, "upper95": 1.0 }, { "sample": "region_Wales", "scenario": "fitted", "band": "D6", "bandValue": 6, "referenceBand": "D5", "rows": 416, "lsoas": 208, "collisions": 515, "miles": 2417163982.172535, "clusters": 21, "sourceReportingAreas": null, "estimable": true, "weakSupport": false, "logEffect": -0.12650553230596187, "rr": 0.8811692746319993, "lower95": 0.7305451909982933, "upper95": 1.0628490887667725 }, { "sample": "region_Wales", "scenario": "fitted", "band": "D7", "bandValue": 7, "referenceBand": "D5", "rows": 440, "lsoas": 220, "collisions": 555, "miles": 3019494328.796726, "clusters": 22, "sourceReportingAreas": null, "estimable": true, "weakSupport": false, "logEffect": -0.32460399838796256, "rr": 0.7228135322987205, "lower95": 0.585074203288824, "upper95": 0.8929797272504928 }, { "sample": "region_Wales", "scenario": "fitted", "band": "D8", "bandValue": 8, "referenceBand": "D5", "rows": 510, "lsoas": 255, "collisions": 685, "miles": 4104245501.8738613, "clusters": 22, "sourceReportingAreas": null, "estimable": true, "weakSupport": false, "logEffect": -0.36857876839644954, "rr": 0.6917167220352036, "lower95": 0.5711051480785726, "upper95": 0.8378002284743877 }, { "sample": "region_Wales", "scenario": "fitted", "band": "D9", "bandValue": 9, "referenceBand": "D5", "rows": 538, "lsoas": 269, "collisions": 866, "miles": 6091129842.683673, "clusters": 22, "sourceReportingAreas": null, "estimable": true, "weakSupport": false, "logEffect": -0.5298428501831995, "rr": 0.588697476110002, "lower95": 0.4579876004262268, "upper95": 0.756712011538643 }, { "sample": "region_Wales", "scenario": "fitted", "band": "D10", "bandValue": 10, "referenceBand": "D5", "rows": 972, "lsoas": 486, "collisions": 2283, "miles": 15617345613.254183, "clusters": 22, "sourceReportingAreas": null, "estimable": true, "weakSupport": false, "logEffect": -0.5766985223199268, "rr": 0.5617499132639932, "lower95": 0.4589709717158234, "upper95": 0.6875444951832115 }, { "sample": "region_West Midlands", "scenario": "fitted", "band": "D1", "bandValue": 1, "referenceBand": "D5", "rows": 74, "lsoas": 37, "collisions": 512, "miles": 608974888.4793197, "clusters": 6, "sourceReportingAreas": null, "estimable": true, "weakSupport": true, "logEffect": 0.7639199941614744, "rr": 2.1466747010396325, "lower95": 1.5030567407540032, "upper95": 3.065893753133965 }, { "sample": "region_West Midlands", "scenario": "fitted", "band": "D2", "bandValue": 2, "referenceBand": "D5", "rows": 428, "lsoas": 214, "collisions": 1963, "miles": 2504313214.94415, "clusters": 10, "sourceReportingAreas": null, "estimable": true, "weakSupport": false, "logEffect": 0.6219866201560962, "rr": 1.8626246964715143, "lower95": 1.6081578359144555, "upper95": 2.157357121561885 }, { "sample": "region_West Midlands", "scenario": "fitted", "band": "D3", "bandValue": 3, "referenceBand": "D5", "rows": 692, "lsoas": 346, "collisions": 2258, "miles": 3921151535.776325, "clusters": 12, "sourceReportingAreas": null, "estimable": true, "weakSupport": false, "logEffect": 0.36872247955436227, "rr": 1.445886284984094, "lower95": 1.28747880679715, "upper95": 1.6237837376957225 }, { "sample": "region_West Midlands", "scenario": "fitted", "band": "D4", "bandValue": 4, "referenceBand": "D5", "rows": 738, "lsoas": 369, "collisions": 1774, "miles": 3679136637.4117675, "clusters": 12, "sourceReportingAreas": null, "estimable": true, "weakSupport": false, "logEffect": 0.1350948449363298, "rr": 1.1446453430177919, "lower95": 1.0662742508317335, "upper95": 1.2287767056836492 }, { "sample": "region_West Midlands", "scenario": "fitted", "band": "D5", "bandValue": 5, "referenceBand": "D5", "rows": 712, "lsoas": 356, "collisions": 1511, "miles": 3785248735.39353, "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": 648, "lsoas": 324, "collisions": 1225, "miles": 3781172575.8457375, "clusters": 12, "sourceReportingAreas": null, "estimable": true, "weakSupport": false, "logEffect": -0.17573672095861, "rr": 0.838838802943131, "lower95": 0.7579328828140305, "upper95": 0.9283810654982698 }, { "sample": "region_West Midlands", "scenario": "fitted", "band": "D7", "bandValue": 7, "referenceBand": "D5", "rows": 588, "lsoas": 294, "collisions": 1042, "miles": 3521080137.4785233, "clusters": 12, "sourceReportingAreas": null, "estimable": true, "weakSupport": false, "logEffect": -0.22745323111866902, "rr": 0.796559674831242, "lower95": 0.7018283369966946, "upper95": 0.9040776527811277 }, { "sample": "region_West Midlands", "scenario": "fitted", "band": "D8", "bandValue": 8, "referenceBand": "D5", "rows": 536, "lsoas": 268, "collisions": 868, "miles": 4429609096.148293, "clusters": 12, "sourceReportingAreas": null, "estimable": true, "weakSupport": false, "logEffect": -0.4666800240331474, "rr": 0.6270807090702702, "lower95": 0.5636126290142182, "upper95": 0.6976958915485069 }, { "sample": "region_West Midlands", "scenario": "fitted", "band": "D9", "bandValue": 9, "referenceBand": "D5", "rows": 544, "lsoas": 272, "collisions": 1113, "miles": 7774397673.071836, "clusters": 12, "sourceReportingAreas": null, "estimable": true, "weakSupport": false, "logEffect": -0.5324370969588265, "rr": 0.5871722288700753, "lower95": 0.5110723684302857, "upper95": 0.6746035349459154 }, { "sample": "region_West Midlands", "scenario": "fitted", "band": "D10", "bandValue": 10, "referenceBand": "D5", "rows": 794, "lsoas": 397, "collisions": 2019, "miles": 15736315505.450518, "clusters": 11, "sourceReportingAreas": null, "estimable": true, "weakSupport": false, "logEffect": -0.6347635213684149, "rr": 0.5300608215554065, "lower95": 0.43683736846440724, "upper95": 0.6431786628869524 }, { "sample": "region_Yorkshire and The Humber", "scenario": "fitted", "band": "D1", "bandValue": 1, "referenceBand": "D5", "rows": 158, "lsoas": 79, "collisions": 1205, "miles": 917350187.0565736, "clusters": 10, "sourceReportingAreas": null, "estimable": true, "weakSupport": false, "logEffect": 0.8858594891116259, "rr": 2.4250678153995002, "lower95": 1.8839397256533827, "upper95": 3.121625298944682 }, { "sample": "region_Yorkshire and The Humber", "scenario": "fitted", "band": "D2", "bandValue": 2, "referenceBand": "D5", "rows": 516, "lsoas": 258, "collisions": 2388, "miles": 2657413703.3650684, "clusters": 13, "sourceReportingAreas": null, "estimable": true, "weakSupport": false, "logEffect": 0.5433315321210096, "rr": 1.7217333278216513, "lower95": 1.5052394305266525, "upper95": 1.9693648678168412 }, { "sample": "region_Yorkshire and The Humber", "scenario": "fitted", "band": "D3", "bandValue": 3, "referenceBand": "D5", "rows": 654, "lsoas": 327, "collisions": 1942, "miles": 2973541325.0393314, "clusters": 13, "sourceReportingAreas": null, "estimable": true, "weakSupport": false, "logEffect": 0.24554608810237305, "rr": 1.2783191975391888, "lower95": 1.089339083371387, "upper95": 1.5000838542760004 }, { "sample": "region_Yorkshire and The Humber", "scenario": "fitted", "band": "D4", "bandValue": 4, "referenceBand": "D5", "rows": 642, "lsoas": 321, "collisions": 1629, "miles": 2692160637.004305, "clusters": 13, "sourceReportingAreas": null, "estimable": true, "weakSupport": false, "logEffect": 0.18074337703723556, "rr": 1.1981076778969149, "lower95": 1.01436462536298, "upper95": 1.4151341361316416 }, { "sample": "region_Yorkshire and The Humber", "scenario": "fitted", "band": "D5", "bandValue": 5, "referenceBand": "D5", "rows": 682, "lsoas": 341, "collisions": 1565, "miles": 3664734634.4084234, "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": 658, "lsoas": 329, "collisions": 1451, "miles": 3578043249.440349, "clusters": 13, "sourceReportingAreas": null, "estimable": true, "weakSupport": false, "logEffect": 0.000853975671405661, "rr": 1.0008543404124486, "lower95": 0.9140083963117379, "upper95": 1.0959520883665796 }, { "sample": "region_Yorkshire and The Humber", "scenario": "fitted", "band": "D7", "bandValue": 7, "referenceBand": "D5", "rows": 586, "lsoas": 293, "collisions": 1278, "miles": 4773552401.419595, "clusters": 13, "sourceReportingAreas": null, "estimable": true, "weakSupport": false, "logEffect": -0.14842525891357908, "rr": 0.8620644363952547, "lower95": 0.7687950387158339, "upper95": 0.9666491783542284 }, { "sample": "region_Yorkshire and The Humber", "scenario": "fitted", "band": "D8", "bandValue": 8, "referenceBand": "D5", "rows": 668, "lsoas": 334, "collisions": 1747, "miles": 7577574719.622325, "clusters": 13, "sourceReportingAreas": null, "estimable": true, "weakSupport": false, "logEffect": -0.0854713710300988, "rr": 0.9180794263461891, "lower95": 0.8132194196388653, "upper95": 1.0364605329450314 }, { "sample": "region_Yorkshire and The Humber", "scenario": "fitted", "band": "D9", "bandValue": 9, "referenceBand": "D5", "rows": 594, "lsoas": 297, "collisions": 1669, "miles": 8643001742.673826, "clusters": 12, "sourceReportingAreas": null, "estimable": true, "weakSupport": false, "logEffect": -0.17176019893251004, "rr": 0.8421811048837828, "lower95": 0.711775132482953, "upper95": 0.9964790578578638 }, { "sample": "region_Yorkshire and The Humber", "scenario": "fitted", "band": "D10", "bandValue": 10, "referenceBand": "D5", "rows": 570, "lsoas": 285, "collisions": 1874, "miles": 11739327399.970203, "clusters": 13, "sourceReportingAreas": null, "estimable": true, "weakSupport": false, "logEffect": -0.2813160833475432, "rr": 0.754789721309409, "lower95": 0.6615113578893572, "upper95": 0.8612210759495731 }, { "sample": "urbanRural_Rural", "scenario": "fitted", "band": "D1", "bandValue": 1, "referenceBand": "D5", "rows": 2, "lsoas": 1, "collisions": 4, "miles": 2359431.8319996186, "clusters": 1, "sourceReportingAreas": null, "estimable": true, "weakSupport": true, "logEffect": 1.2788296099456633, "rr": 3.592432716606402, "lower95": 2.518160936633455, "upper95": 5.124999214941993 }, { "sample": "urbanRural_Rural", "scenario": "fitted", "band": "D2", "bandValue": 2, "referenceBand": "D5", "rows": 52, "lsoas": 26, "collisions": 144, "miles": 341307463.530407, "clusters": 13, "sourceReportingAreas": null, "estimable": true, "weakSupport": true, "logEffect": 0.6005466842144567, "rr": 1.8231151963076913, "lower95": 1.3912916363010626, "upper95": 2.388966433985522 }, { "sample": "urbanRural_Rural", "scenario": "fitted", "band": "D3", "bandValue": 3, "referenceBand": "D5", "rows": 120, "lsoas": 60, "collisions": 274, "miles": 853926160.53038, "clusters": 25, "sourceReportingAreas": null, "estimable": true, "weakSupport": false, "logEffect": 0.29215167143892873, "rr": 1.3393061367241454, "lower95": 0.9462629630407545, "upper95": 1.8956051308432125 }, { "sample": "urbanRural_Rural", "scenario": "fitted", "band": "D4", "bandValue": 4, "referenceBand": "D5", "rows": 260, "lsoas": 130, "collisions": 572, "miles": 2475523841.2876267, "clusters": 42, "sourceReportingAreas": null, "estimable": true, "weakSupport": false, "logEffect": 0.1465186561699533, "rr": 1.157796530665818, "lower95": 0.9328159070167866, "upper95": 1.4370389659292993 }, { "sample": "urbanRural_Rural", "scenario": "fitted", "band": "D5", "bandValue": 5, "referenceBand": "D5", "rows": 502, "lsoas": 251, "collisions": 1076, "miles": 4686254433.420668, "clusters": 60, "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": 808, "lsoas": 404, "collisions": 1964, "miles": 8190369927.23004, "clusters": 66, "sourceReportingAreas": null, "estimable": true, "weakSupport": false, "logEffect": 0.048733707552525554, "rr": 1.0499407222255752, "lower95": 0.8748583606619541, "upper95": 1.260061707992891 }, { "sample": "urbanRural_Rural", "scenario": "fitted", "band": "D7", "bandValue": 7, "referenceBand": "D5", "rows": 1182, "lsoas": 591, "collisions": 3485, "miles": 17491955804.998287, "clusters": 79, "sourceReportingAreas": null, "estimable": true, "weakSupport": false, "logEffect": -0.06268514686066831, "rr": 0.9392391495342707, "lower95": 0.8003011393080575, "upper95": 1.1022977935288045 }, { "sample": "urbanRural_Rural", "scenario": "fitted", "band": "D8", "bandValue": 8, "referenceBand": "D5", "rows": 1782, "lsoas": 891, "collisions": 6634, "miles": 33814136060.28496, "clusters": 84, "sourceReportingAreas": null, "estimable": true, "weakSupport": false, "logEffect": -0.03219629705749823, "rr": 0.9683164857452536, "lower95": 0.8155512414927708, "upper95": 1.1496970010735366 }, { "sample": "urbanRural_Rural", "scenario": "fitted", "band": "D9", "bandValue": 9, "referenceBand": "D5", "rows": 2760, "lsoas": 1380, "collisions": 10853, "miles": 59189358934.88266, "clusters": 88, "sourceReportingAreas": null, "estimable": true, "weakSupport": false, "logEffect": -0.08646298166401399, "rr": 0.9171695002450047, "lower95": 0.7729259999883906, "upper95": 1.0883317318764105 }, { "sample": "urbanRural_Rural", "scenario": "fitted", "band": "D10", "bandValue": 10, "referenceBand": "D5", "rows": 3834, "lsoas": 1917, "collisions": 14440, "miles": 89050196389.34317, "clusters": 87, "sourceReportingAreas": null, "estimable": true, "weakSupport": false, "logEffect": -0.1559828505367608, "rr": 0.8555738628777151, "lower95": 0.7188015737398957, "upper95": 1.0183709407185826 }, { "sample": "urbanRural_Urban", "scenario": "fitted", "band": "D1", "bandValue": 1, "referenceBand": "D5", "rows": 6984, "lsoas": 3492, "collisions": 37588, "miles": 23115707174.48471, "clusters": 99, "sourceReportingAreas": null, "estimable": true, "weakSupport": false, "logEffect": 0.8417046985915737, "rr": 2.3203190518953587, "lower95": 2.0826674706926855, "upper95": 2.585088872011778 }, { "sample": "urbanRural_Urban", "scenario": "fitted", "band": "D2", "bandValue": 2, "referenceBand": "D5", "rows": 6658, "lsoas": 3329, "collisions": 24721, "miles": 32681084553.362877, "clusters": 135, "sourceReportingAreas": null, "estimable": true, "weakSupport": false, "logEffect": 0.43661695289078095, "rr": 1.5474632122059473, "lower95": 1.4272767681832355, "upper95": 1.6777701750017706 }, { "sample": "urbanRural_Urban", "scenario": "fitted", "band": "D3", "bandValue": 3, "referenceBand": "D5", "rows": 6582, "lsoas": 3291, "collisions": 17983, "miles": 33174777415.71377, "clusters": 146, "sourceReportingAreas": null, "estimable": true, "weakSupport": false, "logEffect": 0.24464457031933942, "rr": 1.2771672893610837, "lower95": 1.2100119576247415, "upper95": 1.3480497235877775 }, { "sample": "urbanRural_Urban", "scenario": "fitted", "band": "D4", "bandValue": 4, "referenceBand": "D5", "rows": 6360, "lsoas": 3180, "collisions": 14500, "miles": 32126899049.90394, "clusters": 145, "sourceReportingAreas": null, "estimable": true, "weakSupport": false, "logEffect": 0.13240004209970632, "rr": 1.1415649019553267, "lower95": 1.089492899560439, "upper95": 1.1961256708529673 }, { "sample": "urbanRural_Urban", "scenario": "fitted", "band": "D5", "bandValue": 5, "referenceBand": "D5", "rows": 6122, "lsoas": 3061, "collisions": 12422, "miles": 32753598287.85102, "clusters": 141, "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": 5812, "lsoas": 2906, "collisions": 11098, "miles": 34305661557.721565, "clusters": 136, "sourceReportingAreas": null, "estimable": true, "weakSupport": false, "logEffect": -0.0840396061745296, "rr": 0.9193948416614508, "lower95": 0.8686026191654519, "upper95": 0.9731571793852413 }, { "sample": "urbanRural_Urban", "scenario": "fitted", "band": "D7", "bandValue": 7, "referenceBand": "D5", "rows": 5356, "lsoas": 2678, "collisions": 9821, "miles": 38096217473.71936, "clusters": 131, "sourceReportingAreas": null, "estimable": true, "weakSupport": false, "logEffect": -0.2063280626504755, "rr": 0.8135661318365162, "lower95": 0.769162387950452, "upper95": 0.8605333038126526 }, { "sample": "urbanRural_Urban", "scenario": "fitted", "band": "D8", "bandValue": 8, "referenceBand": "D5", "rows": 4776, "lsoas": 2388, "collisions": 8656, "miles": 38681181968.004486, "clusters": 121, "sourceReportingAreas": null, "estimable": true, "weakSupport": false, "logEffect": -0.2830884363783249, "rr": 0.7534531522452323, "lower95": 0.7089114899564987, "upper95": 0.8007934145109046 }, { "sample": "urbanRural_Urban", "scenario": "fitted", "band": "D9", "bandValue": 9, "referenceBand": "D5", "rows": 3666, "lsoas": 1833, "collisions": 6562, "miles": 35662846072.5036, "clusters": 117, "sourceReportingAreas": null, "estimable": true, "weakSupport": false, "logEffect": -0.3659872391307886, "rr": 0.6935116509647649, "lower95": 0.6459542930045995, "upper95": 0.7445703438036432 }, { "sample": "urbanRural_Urban", "scenario": "fitted", "band": "D10", "bandValue": 10, "referenceBand": "D5", "rows": 2598, "lsoas": 1299, "collisions": 4817, "miles": 29768437999.39445, "clusters": 99, "sourceReportingAreas": null, "estimable": true, "weakSupport": false, "logEffect": -0.4249605793420067, "rr": 0.6537955576729352, "lower95": 0.5889688737585237, "upper95": 0.7257575914073136 }, { "sample": "development", "scenario": "benchmark", "band": "D1", "bandValue": 1, "referenceBand": "D5", "rows": 6986, "lsoas": 3493, "collisions": 37592, "miles": 22641357117.47444, "clusters": 99, "sourceReportingAreas": null, "estimable": true, "weakSupport": false, "logEffect": 0.9251779300282281, "rr": 2.5223170163713022, "lower95": 2.273281633291779, "upper95": 2.7986339386659025 }, { "sample": "development", "scenario": "benchmark", "band": "D2", "bandValue": 2, "referenceBand": "D5", "rows": 6710, "lsoas": 3355, "collisions": 24865, "miles": 32319328149.506542, "clusters": 137, "sourceReportingAreas": null, "estimable": true, "weakSupport": false, "logEffect": 0.5127415899326074, "rr": 1.6698630046709713, "lower95": 1.5415044092828982, "upper95": 1.8089098140601079 }, { "sample": "development", "scenario": "benchmark", "band": "D3", "bandValue": 3, "referenceBand": "D5", "rows": 6702, "lsoas": 3351, "collisions": 18257, "miles": 33710014034.70086, "clusters": 146, "sourceReportingAreas": null, "estimable": true, "weakSupport": false, "logEffect": 0.29374212157736257, "rr": 1.3414379311617126, "lower95": 1.2676996339754125, "upper95": 1.4194653646120061 }, { "sample": "development", "scenario": "benchmark", "band": "D4", "bandValue": 4, "referenceBand": "D5", "rows": 6620, "lsoas": 3310, "collisions": 15072, "miles": 34656682613.24768, "clusters": 145, "sourceReportingAreas": null, "estimable": true, "weakSupport": false, "logEffect": 0.15154707118918284, "rr": 1.1636330741131378, "lower95": 1.1063189714004313, "upper95": 1.2239163985916104 }, { "sample": "development", "scenario": "benchmark", "band": "D5", "bandValue": 5, "referenceBand": "D5", "rows": 6624, "lsoas": 3312, "collisions": 13498, "miles": 37614930910.60462, "clusters": 142, "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": 6620, "lsoas": 3310, "collisions": 13062, "miles": 42885798020.55832, "clusters": 138, "sourceReportingAreas": null, "estimable": true, "weakSupport": false, "logEffect": -0.0839396405057639, "rr": 0.9194867541756286, "lower95": 0.8714823393438431, "upper95": 0.9701354266582086 }, { "sample": "development", "scenario": "benchmark", "band": "D7", "bandValue": 7, "referenceBand": "D5", "rows": 6538, "lsoas": 3269, "collisions": 13306, "miles": 56257908224.74489, "clusters": 132, "sourceReportingAreas": null, "estimable": true, "weakSupport": false, "logEffect": -0.21809902068786316, "rr": 0.8040458205543313, "lower95": 0.7597050263485057, "upper95": 0.850974600837139 }, { "sample": "development", "scenario": "benchmark", "band": "D8", "bandValue": 8, "referenceBand": "D5", "rows": 6558, "lsoas": 3279, "collisions": 15290, "miles": 73096129528.33165, "clusters": 126, "sourceReportingAreas": null, "estimable": true, "weakSupport": false, "logEffect": -0.26697190020227746, "rr": 0.7656945870260937, "lower95": 0.7240908958733531, "upper95": 0.8096886785103355 }, { "sample": "development", "scenario": "benchmark", "band": "D9", "bandValue": 9, "referenceBand": "D5", "rows": 6426, "lsoas": 3213, "collisions": 17415, "miles": 94908617511.64508, "clusters": 119, "sourceReportingAreas": null, "estimable": true, "weakSupport": false, "logEffect": -0.3179338550567339, "rr": 0.7276509172514775, "lower95": 0.6780471108208864, "upper95": 0.7808835830535429 }, { "sample": "development", "scenario": "benchmark", "band": "D10", "bandValue": 10, "referenceBand": "D5", "rows": 6432, "lsoas": 3216, "collisions": 19257, "miles": 118371033889.18594, "clusters": 110, "sourceReportingAreas": null, "estimable": true, "weakSupport": false, "logEffect": -0.3576038722411468, "rr": 0.6993500521125409, "lower95": 0.6405900513240996, "upper95": 0.7634999862686964 }, { "sample": "development", "scenario": "length", "band": "D1", "bandValue": 1, "referenceBand": "D5", "rows": 6986, "lsoas": 3493, "collisions": 37592, "miles": 22338064892.779236, "clusters": 99, "sourceReportingAreas": null, "estimable": true, "weakSupport": false, "logEffect": 0.923772048174765, "rr": 2.518773428166141, "lower95": 2.269168291068748, "upper95": 2.795834759108048 }, { "sample": "development", "scenario": "length", "band": "D2", "bandValue": 2, "referenceBand": "D5", "rows": 6710, "lsoas": 3355, "collisions": 24865, "miles": 31285433246.709335, "clusters": 137, "sourceReportingAreas": null, "estimable": true, "weakSupport": false, "logEffect": 0.5095736955677231, "rr": 1.6645814252281868, "lower95": 1.5328188600472363, "upper95": 1.8076704256687666 }, { "sample": "development", "scenario": "length", "band": "D3", "bandValue": 3, "referenceBand": "D5", "rows": 6702, "lsoas": 3351, "collisions": 18257, "miles": 32216659894.5408, "clusters": 146, "sourceReportingAreas": null, "estimable": true, "weakSupport": false, "logEffect": 0.28878266577121053, "rr": 1.3348015989260142, "lower95": 1.258499521118712, "upper95": 1.4157298263503908 }, { "sample": "development", "scenario": "length", "band": "D4", "bandValue": 4, "referenceBand": "D5", "rows": 6620, "lsoas": 3310, "collisions": 15072, "miles": 32969742802.438, "clusters": 145, "sourceReportingAreas": null, "estimable": true, "weakSupport": false, "logEffect": 0.14921509982736245, "rr": 1.1609226766215857, "lower95": 1.102971847835272, "upper95": 1.2219182780950824 }, { "sample": "development", "scenario": "length", "band": "D5", "bandValue": 5, "referenceBand": "D5", "rows": 6624, "lsoas": 3312, "collisions": 13498, "miles": 35628725045.34096, "clusters": 142, "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": 6620, "lsoas": 3310, "collisions": 13062, "miles": 40912016154.47942, "clusters": 138, "sourceReportingAreas": null, "estimable": true, "weakSupport": false, "logEffect": -0.08054948126009842, "rr": 0.9226092505859845, "lower95": 0.8741760610372464, "upper95": 0.9737258513540604 }, { "sample": "development", "scenario": "length", "band": "D7", "bandValue": 7, "referenceBand": "D5", "rows": 6538, "lsoas": 3269, "collisions": 13306, "miles": 55063088860.69255, "clusters": 132, "sourceReportingAreas": null, "estimable": true, "weakSupport": false, "logEffect": -0.22019456170204763, "rr": 0.8023626737276126, "lower95": 0.7573157621617493, "upper95": 0.8500890808790825 }, { "sample": "development", "scenario": "length", "band": "D8", "bandValue": 8, "referenceBand": "D5", "rows": 6558, "lsoas": 3279, "collisions": 15290, "miles": 73370450526.62181, "clusters": 126, "sourceReportingAreas": null, "estimable": true, "weakSupport": false, "logEffect": -0.2685667093850262, "rr": 0.7644744234901446, "lower95": 0.7218595315819956, "upper95": 0.8096050804923187 }, { "sample": "development", "scenario": "length", "band": "D9", "bandValue": 9, "referenceBand": "D5", "rows": 6426, "lsoas": 3213, "collisions": 17415, "miles": 98039869486.48726, "clusters": 119, "sourceReportingAreas": null, "estimable": true, "weakSupport": false, "logEffect": -0.32315078931066515, "rr": 0.7238646950797093, "lower95": 0.6745716529042871, "upper95": 0.7767597326791116 }, { "sample": "development", "scenario": "length", "band": "D10", "bandValue": 10, "referenceBand": "D5", "rows": 6432, "lsoas": 3216, "collisions": 19257, "miles": 124637749089.91061, "clusters": 110, "sourceReportingAreas": null, "estimable": true, "weakSupport": false, "logEffect": -0.36063364531943104, "rr": 0.6972343867637119, "lower95": 0.6392871574844894, "upper95": 0.7604341560663435 }, { "sample": "development", "scenario": "counted_routes", "band": "D1", "bandValue": 1, "referenceBand": "D5", "rows": 1441, "lsoas": 1021, "collisions": 3653, "miles": 2548738665.4056234, "clusters": 77, "sourceReportingAreas": null, "estimable": true, "weakSupport": false, "logEffect": 0.7820607298860176, "rr": 2.185972325703009, "lower95": 1.7052883774278995, "upper95": 2.8021506930967512 }, { "sample": "development", "scenario": "counted_routes", "band": "D2", "bandValue": 2, "referenceBand": "D5", "rows": 1111, "lsoas": 854, "collisions": 1447, "miles": 3348925948.043437, "clusters": 113, "sourceReportingAreas": null, "estimable": true, "weakSupport": false, "logEffect": 0.40755878458313416, "rr": 1.5031438046189403, "lower95": 1.2375316168471286, "upper95": 1.8257645029875713 }, { "sample": "development", "scenario": "counted_routes", "band": "D3", "bandValue": 3, "referenceBand": "D5", "rows": 926, "lsoas": 735, "collisions": 874, "miles": 3082858617.323002, "clusters": 126, "sourceReportingAreas": null, "estimable": true, "weakSupport": false, "logEffect": 0.2096909655600219, "rr": 1.2332968698518403, "lower95": 1.0300451754312048, "upper95": 1.4766548161828015 }, { "sample": "development", "scenario": "counted_routes", "band": "D4", "bandValue": 4, "referenceBand": "D5", "rows": 822, "lsoas": 659, "collisions": 753, "miles": 3335638651.16602, "clusters": 127, "sourceReportingAreas": null, "estimable": true, "weakSupport": false, "logEffect": 0.14435260722571458, "rr": 1.1552914008093238, "lower95": 0.9645735581870898, "upper95": 1.3837184416422599 }, { "sample": "development", "scenario": "counted_routes", "band": "D5", "bandValue": 5, "referenceBand": "D5", "rows": 824, "lsoas": 667, "collisions": 611, "miles": 3214763013.048377, "clusters": 125, "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": 853, "lsoas": 681, "collisions": 666, "miles": 4175598198.2936, "clusters": 121, "sourceReportingAreas": null, "estimable": true, "weakSupport": false, "logEffect": -0.005906666064891455, "rr": 0.99411074399178, "lower95": 0.8290406423616458, "upper95": 1.1920479175842278 }, { "sample": "development", "scenario": "counted_routes", "band": "D7", "bandValue": 7, "referenceBand": "D5", "rows": 974, "lsoas": 790, "collisions": 758, "miles": 6050653683.715956, "clusters": 118, "sourceReportingAreas": null, "estimable": true, "weakSupport": false, "logEffect": -0.12823621863857373, "rr": 0.8796455659229222, "lower95": 0.7547961322920144, "upper95": 1.0251461136906048 }, { "sample": "development", "scenario": "counted_routes", "band": "D8", "bandValue": 8, "referenceBand": "D5", "rows": 1049, "lsoas": 827, "collisions": 1053, "miles": 9210962553.777678, "clusters": 103, "sourceReportingAreas": null, "estimable": true, "weakSupport": false, "logEffect": -0.07897427741189973, "rr": 0.9240636934491504, "lower95": 0.8097319558026632, "upper95": 1.0545387315293069 }, { "sample": "development", "scenario": "counted_routes", "band": "D9", "bandValue": 9, "referenceBand": "D5", "rows": 1157, "lsoas": 908, "collisions": 1256, "miles": 10977417699.702423, "clusters": 103, "sourceReportingAreas": null, "estimable": true, "weakSupport": false, "logEffect": -0.10886285487635736, "rr": 0.8968534081358077, "lower95": 0.7590436604410924, "upper95": 1.0596834906932695 }, { "sample": "development", "scenario": "counted_routes", "band": "D10", "bandValue": 10, "referenceBand": "D5", "rows": 1241, "lsoas": 959, "collisions": 1405, "miles": 14604898726.712849, "clusters": 88, "sourceReportingAreas": null, "estimable": true, "weakSupport": false, "logEffect": -0.1618229379391587, "rr": 0.8505917987443998, "lower95": 0.7235589639707106, "upper95": 0.9999273647593437 } ], "raw": [ { "feature": "car_commute", "scenario": "fitted", "year": 2022, "band": "D1", "bandValue": 1, "nationalLSOAs": 3568, "eligibleLSOAs": 3493, "collisions": 18943, "miles": 11506797193.250828, "frequencyPer100k": 0.16462443616465916, "clusters": 99, "sourceReportingAreas": null }, { "feature": "car_commute", "scenario": "fitted", "year": 2022, "band": "D2", "bandValue": 2, "nationalLSOAs": 3567, "eligibleLSOAs": 3355, "collisions": 12604, "miles": 16402541070.403816, "frequencyPer100k": 0.07684175242055773, "clusters": 137, "sourceReportingAreas": null }, { "feature": "car_commute", "scenario": "fitted", "year": 2022, "band": "D3", "bandValue": 3, "nationalLSOAs": 3567, "eligibleLSOAs": 3351, "collisions": 9287, "miles": 16823379957.047468, "frequencyPer100k": 0.055202937957242, "clusters": 146, "sourceReportingAreas": null }, { "feature": "car_commute", "scenario": "fitted", "year": 2022, "band": "D4", "bandValue": 4, "nationalLSOAs": 3567, "eligibleLSOAs": 3310, "collisions": 7696, "miles": 17153519214.78708, "frequencyPer100k": 0.04486542909145846, "clusters": 145, "sourceReportingAreas": null }, { "feature": "car_commute", "scenario": "fitted", "year": 2022, "band": "D5", "bandValue": 5, "nationalLSOAs": 3568, "eligibleLSOAs": 3312, "collisions": 6767, "miles": 18542542428.095524, "frequencyPer100k": 0.03649445606631964, "clusters": 142, "sourceReportingAreas": null }, { "feature": "car_commute", "scenario": "fitted", "year": 2022, "band": "D6", "bandValue": 6, "nationalLSOAs": 3567, "eligibleLSOAs": 3310, "collisions": 6618, "miles": 21037550419.703033, "frequencyPer100k": 0.03145803512276702, "clusters": 138, "sourceReportingAreas": null }, { "feature": "car_commute", "scenario": "fitted", "year": 2022, "band": "D7", "bandValue": 7, "nationalLSOAs": 3567, "eligibleLSOAs": 3269, "collisions": 6743, "miles": 27481227736.023216, "frequencyPer100k": 0.02453674946684086, "clusters": 132, "sourceReportingAreas": null }, { "feature": "car_commute", "scenario": "fitted", "year": 2022, "band": "D8", "bandValue": 8, "nationalLSOAs": 3567, "eligibleLSOAs": 3279, "collisions": 7651, "miles": 35765068243.38346, "frequencyPer100k": 0.021392381940765443, "clusters": 126, "sourceReportingAreas": null }, { "feature": "car_commute", "scenario": "fitted", "year": 2022, "band": "D9", "bandValue": 9, "nationalLSOAs": 3567, "eligibleLSOAs": 3213, "collisions": 8784, "miles": 46847385117.27904, "frequencyPer100k": 0.01875024609806906, "clusters": 119, "sourceReportingAreas": null }, { "feature": "car_commute", "scenario": "fitted", "year": 2022, "band": "D10", "bandValue": 10, "nationalLSOAs": 3567, "eligibleLSOAs": 3216, "collisions": 9818, "miles": 58692188620.026535, "frequencyPer100k": 0.016727950057480002, "clusters": 110, "sourceReportingAreas": null }, { "feature": "car_commute", "scenario": "fitted", "year": 2023, "band": "D1", "bandValue": 1, "nationalLSOAs": 3568, "eligibleLSOAs": 3493, "collisions": 18649, "miles": 11611269413.065884, "frequencyPer100k": 0.1606112074104036, "clusters": 99, "sourceReportingAreas": null }, { "feature": "car_commute", "scenario": "fitted", "year": 2023, "band": "D2", "bandValue": 2, "nationalLSOAs": 3567, "eligibleLSOAs": 3355, "collisions": 12261, "miles": 16619850946.48947, "frequencyPer100k": 0.07377322479892537, "clusters": 137, "sourceReportingAreas": null }, { "feature": "car_commute", "scenario": "fitted", "year": 2023, "band": "D3", "bandValue": 3, "nationalLSOAs": 3567, "eligibleLSOAs": 3351, "collisions": 8970, "miles": 17205323619.196686, "frequencyPer100k": 0.05213502633563836, "clusters": 146, "sourceReportingAreas": null }, { "feature": "car_commute", "scenario": "fitted", "year": 2023, "band": "D4", "bandValue": 4, "nationalLSOAs": 3567, "eligibleLSOAs": 3310, "collisions": 7376, "miles": 17448903676.40448, "frequencyPer100k": 0.04227199677865319, "clusters": 145, "sourceReportingAreas": null }, { "feature": "car_commute", "scenario": "fitted", "year": 2023, "band": "D5", "bandValue": 5, "nationalLSOAs": 3568, "eligibleLSOAs": 3312, "collisions": 6731, "miles": 18897310293.176167, "frequencyPer100k": 0.03561882561895896, "clusters": 142, "sourceReportingAreas": null }, { "feature": "car_commute", "scenario": "fitted", "year": 2023, "band": "D6", "bandValue": 6, "nationalLSOAs": 3567, "eligibleLSOAs": 3310, "collisions": 6444, "miles": 21458481065.248573, "frequencyPer100k": 0.030030084517192985, "clusters": 138, "sourceReportingAreas": null }, { "feature": "car_commute", "scenario": "fitted", "year": 2023, "band": "D7", "bandValue": 7, "nationalLSOAs": 3567, "eligibleLSOAs": 3269, "collisions": 6563, "miles": 28106945542.69443, "frequencyPer100k": 0.02335010038721855, "clusters": 132, "sourceReportingAreas": null }, { "feature": "car_commute", "scenario": "fitted", "year": 2023, "band": "D8", "bandValue": 8, "nationalLSOAs": 3567, "eligibleLSOAs": 3279, "collisions": 7639, "miles": 36730249784.90598, "frequencyPer100k": 0.020797571605786328, "clusters": 126, "sourceReportingAreas": null }, { "feature": "car_commute", "scenario": "fitted", "year": 2023, "band": "D9", "bandValue": 9, "nationalLSOAs": 3567, "eligibleLSOAs": 3213, "collisions": 8631, "miles": 48004819890.10723, "frequencyPer100k": 0.01797944460526695, "clusters": 119, "sourceReportingAreas": null }, { "feature": "car_commute", "scenario": "fitted", "year": 2023, "band": "D10", "bandValue": 10, "nationalLSOAs": 3567, "eligibleLSOAs": 3216, "collisions": 9439, "miles": 60126445768.71109, "frequencyPer100k": 0.015698583010060302, "clusters": 110, "sourceReportingAreas": null }, { "feature": "car_commute", "scenario": "fitted", "year": 2024, "band": "D1", "bandValue": 1, "nationalLSOAs": 3568, "eligibleLSOAs": 3551, "collisions": 16897, "miles": 12016175632.907396, "frequencyPer100k": 0.14061878351483162, "clusters": 103, "sourceReportingAreas": null }, { "feature": "car_commute", "scenario": "fitted", "year": 2024, "band": "D2", "bandValue": 2, "nationalLSOAs": 3567, "eligibleLSOAs": 3494, "collisions": 12148, "miles": 17659941847.101776, "frequencyPer100k": 0.06878844848514404, "clusters": 143, "sourceReportingAreas": null }, { "feature": "car_commute", "scenario": "fitted", "year": 2024, "band": "D3", "bandValue": 3, "nationalLSOAs": 3567, "eligibleLSOAs": 3485, "collisions": 9068, "miles": 18158793754.715225, "frequencyPer100k": 0.04993723769589787, "clusters": 153, "sourceReportingAreas": null }, { "feature": "car_commute", "scenario": "fitted", "year": 2024, "band": "D4", "bandValue": 4, "nationalLSOAs": 3567, "eligibleLSOAs": 3484, "collisions": 7479, "miles": 18636105382.768208, "frequencyPer100k": 0.0401317756386773, "clusters": 152, "sourceReportingAreas": null }, { "feature": "car_commute", "scenario": "fitted", "year": 2024, "band": "D5", "bandValue": 5, "nationalLSOAs": 3568, "eligibleLSOAs": 3487, "collisions": 6674, "miles": 20340687709.471306, "frequencyPer100k": 0.032811083358269946, "clusters": 149, "sourceReportingAreas": null }, { "feature": "car_commute", "scenario": "fitted", "year": 2024, "band": "D6", "bandValue": 6, "nationalLSOAs": 3567, "eligibleLSOAs": 3474, "collisions": 6524, "miles": 22857228871.65882, "frequencyPer100k": 0.02854239259112136, "clusters": 145, "sourceReportingAreas": null }, { "feature": "car_commute", "scenario": "fitted", "year": 2024, "band": "D7", "bandValue": 7, "nationalLSOAs": 3567, "eligibleLSOAs": 3451, "collisions": 6615, "miles": 29727083181.465225, "frequencyPer100k": 0.02225243546304078, "clusters": 139, "sourceReportingAreas": null }, { "feature": "car_commute", "scenario": "fitted", "year": 2024, "band": "D8", "bandValue": 8, "nationalLSOAs": 3567, "eligibleLSOAs": 3475, "collisions": 7805, "miles": 40116956292.01799, "frequencyPer100k": 0.019455613589391248, "clusters": 133, "sourceReportingAreas": null }, { "feature": "car_commute", "scenario": "fitted", "year": 2024, "band": "D9", "bandValue": 9, "nationalLSOAs": 3567, "eligibleLSOAs": 3448, "collisions": 8824, "miles": 51796146068.0744, "frequencyPer100k": 0.017036016518300095, "clusters": 126, "sourceReportingAreas": null }, { "feature": "car_commute", "scenario": "fitted", "year": 2024, "band": "D10", "bandValue": 10, "nationalLSOAs": 3567, "eligibleLSOAs": 3495, "collisions": 10460, "miles": 67331081259.81966, "frequencyPer100k": 0.015535173064630533, "clusters": 116, "sourceReportingAreas": null }, { "feature": "car_commute", "scenario": "fitted", "year": 2025, "band": "D1", "bandValue": 1, "nationalLSOAs": 3568, "eligibleLSOAs": 3550, "collisions": 16868, "miles": 12025415941.78106, "frequencyPer100k": 0.1402695763844133, "clusters": 102, "sourceReportingAreas": null }, { "feature": "car_commute", "scenario": "fitted", "year": 2025, "band": "D2", "bandValue": 2, "nationalLSOAs": 3567, "eligibleLSOAs": 3494, "collisions": 12200, "miles": 17909652061.20655, "frequencyPer100k": 0.0681196929918364, "clusters": 143, "sourceReportingAreas": null }, { "feature": "car_commute", "scenario": "fitted", "year": 2025, "band": "D3", "bandValue": 3, "nationalLSOAs": 3567, "eligibleLSOAs": 3485, "collisions": 8839, "miles": 18426356971.005375, "frequencyPer100k": 0.04796933009551767, "clusters": 153, "sourceReportingAreas": null }, { "feature": "car_commute", "scenario": "fitted", "year": 2025, "band": "D4", "bandValue": 4, "nationalLSOAs": 3567, "eligibleLSOAs": 3484, "collisions": 7521, "miles": 18979287307.70982, "frequencyPer100k": 0.039627410018419386, "clusters": 152, "sourceReportingAreas": null }, { "feature": "car_commute", "scenario": "fitted", "year": 2025, "band": "D5", "bandValue": 5, "nationalLSOAs": 3568, "eligibleLSOAs": 3487, "collisions": 6819, "miles": 20683560869.60565, "frequencyPer100k": 0.03296821104929022, "clusters": 149, "sourceReportingAreas": null }, { "feature": "car_commute", "scenario": "fitted", "year": 2025, "band": "D6", "bandValue": 6, "nationalLSOAs": 3567, "eligibleLSOAs": 3474, "collisions": 6421, "miles": 23256870450.539635, "frequencyPer100k": 0.027609045738357336, "clusters": 145, "sourceReportingAreas": null }, { "feature": "car_commute", "scenario": "fitted", "year": 2025, "band": "D7", "bandValue": 7, "nationalLSOAs": 3567, "eligibleLSOAs": 3451, "collisions": 6747, "miles": 30344034754.74661, "frequencyPer100k": 0.022235012761263037, "clusters": 139, "sourceReportingAreas": null }, { "feature": "car_commute", "scenario": "fitted", "year": 2025, "band": "D8", "bandValue": 8, "nationalLSOAs": 3567, "eligibleLSOAs": 3475, "collisions": 7768, "miles": 40952710342.23155, "frequencyPer100k": 0.018968219527071024, "clusters": 133, "sourceReportingAreas": null }, { "feature": "car_commute", "scenario": "fitted", "year": 2025, "band": "D9", "bandValue": 9, "nationalLSOAs": 3567, "eligibleLSOAs": 3448, "collisions": 8989, "miles": 52994983005.88548, "frequencyPer100k": 0.016961982984317035, "clusters": 126, "sourceReportingAreas": null }, { "feature": "car_commute", "scenario": "fitted", "year": 2025, "band": "D10", "bandValue": 10, "nationalLSOAs": 3567, "eligibleLSOAs": 3495, "collisions": 10619, "miles": 68895028295.28825, "frequencyPer100k": 0.01541330377931819, "clusters": 116, "sourceReportingAreas": null }, { "feature": "car_commute", "scenario": "benchmark", "year": 2022, "band": "D1", "bandValue": 1, "nationalLSOAs": 3568, "eligibleLSOAs": 3493, "collisions": 18943, "miles": 11269790072.85618, "frequencyPer100k": 0.16808653823663589, "clusters": 99, "sourceReportingAreas": null }, { "feature": "car_commute", "scenario": "benchmark", "year": 2022, "band": "D2", "bandValue": 2, "nationalLSOAs": 3567, "eligibleLSOAs": 3355, "collisions": 12604, "miles": 16052979619.566973, "frequencyPer100k": 0.07851501901015925, "clusters": 137, "sourceReportingAreas": null }, { "feature": "car_commute", "scenario": "benchmark", "year": 2022, "band": "D3", "bandValue": 3, "nationalLSOAs": 3567, "eligibleLSOAs": 3351, "collisions": 9287, "miles": 16665513478.566208, "frequencyPer100k": 0.05572585574362389, "clusters": 146, "sourceReportingAreas": null }, { "feature": "car_commute", "scenario": "benchmark", "year": 2022, "band": "D4", "bandValue": 4, "nationalLSOAs": 3567, "eligibleLSOAs": 3310, "collisions": 7696, "miles": 17180545694.555183, "frequencyPer100k": 0.04479485190298116, "clusters": 145, "sourceReportingAreas": null }, { "feature": "car_commute", "scenario": "benchmark", "year": 2022, "band": "D5", "bandValue": 5, "nationalLSOAs": 3568, "eligibleLSOAs": 3312, "collisions": 6767, "miles": 18629853344.586197, "frequencyPer100k": 0.03632342066700422, "clusters": 142, "sourceReportingAreas": null }, { "feature": "car_commute", "scenario": "benchmark", "year": 2022, "band": "D6", "bandValue": 6, "nationalLSOAs": 3567, "eligibleLSOAs": 3310, "collisions": 6618, "miles": 21231053150.464134, "frequencyPer100k": 0.031171322275434666, "clusters": 138, "sourceReportingAreas": null }, { "feature": "car_commute", "scenario": "benchmark", "year": 2022, "band": "D7", "bandValue": 7, "nationalLSOAs": 3567, "eligibleLSOAs": 3269, "collisions": 6743, "miles": 27813528873.626385, "frequencyPer100k": 0.024243597533551067, "clusters": 132, "sourceReportingAreas": null }, { "feature": "car_commute", "scenario": "benchmark", "year": 2022, "band": "D8", "bandValue": 8, "nationalLSOAs": 3567, "eligibleLSOAs": 3279, "collisions": 7651, "miles": 36063479830.68091, "frequencyPer100k": 0.021215368111789736, "clusters": 126, "sourceReportingAreas": null }, { "feature": "car_commute", "scenario": "benchmark", "year": 2022, "band": "D9", "bandValue": 9, "nationalLSOAs": 3567, "eligibleLSOAs": 3213, "collisions": 8784, "miles": 46874871347.56452, "frequencyPer100k": 0.018739251431473827, "clusters": 119, "sourceReportingAreas": null }, { "feature": "car_commute", "scenario": "benchmark", "year": 2022, "band": "D10", "bandValue": 10, "nationalLSOAs": 3567, "eligibleLSOAs": 3216, "collisions": 9818, "miles": 58470584587.53331, "frequencyPer100k": 0.016791349136080512, "clusters": 110, "sourceReportingAreas": null }, { "feature": "car_commute", "scenario": "benchmark", "year": 2023, "band": "D1", "bandValue": 1, "nationalLSOAs": 3568, "eligibleLSOAs": 3493, "collisions": 18649, "miles": 11371567044.618263, "frequencyPer100k": 0.16399674668255923, "clusters": 99, "sourceReportingAreas": null }, { "feature": "car_commute", "scenario": "benchmark", "year": 2023, "band": "D2", "bandValue": 2, "nationalLSOAs": 3567, "eligibleLSOAs": 3355, "collisions": 12261, "miles": 16266348529.93957, "frequencyPer100k": 0.07537647418185223, "clusters": 137, "sourceReportingAreas": null }, { "feature": "car_commute", "scenario": "benchmark", "year": 2023, "band": "D3", "bandValue": 3, "nationalLSOAs": 3567, "eligibleLSOAs": 3351, "collisions": 8970, "miles": 17044500556.134651, "frequencyPer100k": 0.052626945391905426, "clusters": 146, "sourceReportingAreas": null }, { "feature": "car_commute", "scenario": "benchmark", "year": 2023, "band": "D4", "bandValue": 4, "nationalLSOAs": 3567, "eligibleLSOAs": 3310, "collisions": 7376, "miles": 17476136918.692493, "frequencyPer100k": 0.04220612389521063, "clusters": 145, "sourceReportingAreas": null }, { "feature": "car_commute", "scenario": "benchmark", "year": 2023, "band": "D5", "bandValue": 5, "nationalLSOAs": 3568, "eligibleLSOAs": 3312, "collisions": 6731, "miles": 18985077566.018425, "frequencyPer100k": 0.035454161177870994, "clusters": 142, "sourceReportingAreas": null }, { "feature": "car_commute", "scenario": "benchmark", "year": 2023, "band": "D6", "bandValue": 6, "nationalLSOAs": 3567, "eligibleLSOAs": 3310, "collisions": 6444, "miles": 21654744870.094185, "frequencyPer100k": 0.02975791235896455, "clusters": 138, "sourceReportingAreas": null }, { "feature": "car_commute", "scenario": "benchmark", "year": 2023, "band": "D7", "bandValue": 7, "nationalLSOAs": 3567, "eligibleLSOAs": 3269, "collisions": 6563, "miles": 28444379351.1185, "frequencyPer100k": 0.02307309967634055, "clusters": 132, "sourceReportingAreas": null }, { "feature": "car_commute", "scenario": "benchmark", "year": 2023, "band": "D8", "bandValue": 8, "nationalLSOAs": 3567, "eligibleLSOAs": 3279, "collisions": 7639, "miles": 37032649697.65074, "frequencyPer100k": 0.02062774352461363, "clusters": 126, "sourceReportingAreas": null }, { "feature": "car_commute", "scenario": "benchmark", "year": 2023, "band": "D9", "bandValue": 9, "nationalLSOAs": 3567, "eligibleLSOAs": 3213, "collisions": 8631, "miles": 48033746164.08055, "frequencyPer100k": 0.01796861725195656, "clusters": 119, "sourceReportingAreas": null }, { "feature": "car_commute", "scenario": "benchmark", "year": 2023, "band": "D10", "bandValue": 10, "nationalLSOAs": 3567, "eligibleLSOAs": 3216, "collisions": 9439, "miles": 59900449301.65262, "frequencyPer100k": 0.015757811685962735, "clusters": 110, "sourceReportingAreas": null }, { "feature": "car_commute", "scenario": "benchmark", "year": 2024, "band": "D1", "bandValue": 1, "nationalLSOAs": 3568, "eligibleLSOAs": 3551, "collisions": 16897, "miles": 11759534283.971617, "frequencyPer100k": 0.1436876630652866, "clusters": 103, "sourceReportingAreas": null }, { "feature": "car_commute", "scenario": "benchmark", "year": 2024, "band": "D2", "bandValue": 2, "nationalLSOAs": 3567, "eligibleLSOAs": 3494, "collisions": 12148, "miles": 17282865453.35135, "frequencyPer100k": 0.07028927021846579, "clusters": 143, "sourceReportingAreas": null }, { "feature": "car_commute", "scenario": "benchmark", "year": 2024, "band": "D3", "bandValue": 3, "nationalLSOAs": 3567, "eligibleLSOAs": 3485, "collisions": 9068, "miles": 17994276269.995, "frequencyPer100k": 0.05039380225100056, "clusters": 153, "sourceReportingAreas": null }, { "feature": "car_commute", "scenario": "benchmark", "year": 2024, "band": "D4", "bandValue": 4, "nationalLSOAs": 3567, "eligibleLSOAs": 3484, "collisions": 7479, "miles": 18684455904.22722, "frequencyPer100k": 0.0400279250213967, "clusters": 152, "sourceReportingAreas": null }, { "feature": "car_commute", "scenario": "benchmark", "year": 2024, "band": "D5", "bandValue": 5, "nationalLSOAs": 3568, "eligibleLSOAs": 3487, "collisions": 6674, "miles": 20453063767.928215, "frequencyPer100k": 0.03263080815533017, "clusters": 149, "sourceReportingAreas": null }, { "feature": "car_commute", "scenario": "benchmark", "year": 2024, "band": "D6", "bandValue": 6, "nationalLSOAs": 3567, "eligibleLSOAs": 3474, "collisions": 6524, "miles": 23069302352.929558, "frequencyPer100k": 0.028280005611749766, "clusters": 145, "sourceReportingAreas": null }, { "feature": "car_commute", "scenario": "benchmark", "year": 2024, "band": "D7", "bandValue": 7, "nationalLSOAs": 3567, "eligibleLSOAs": 3451, "collisions": 6615, "miles": 30097100069.349125, "frequencyPer100k": 0.021978861700156668, "clusters": 139, "sourceReportingAreas": null }, { "feature": "car_commute", "scenario": "benchmark", "year": 2024, "band": "D8", "bandValue": 8, "nationalLSOAs": 3567, "eligibleLSOAs": 3475, "collisions": 7805, "miles": 40464929351.03673, "frequencyPer100k": 0.019288307492868594, "clusters": 133, "sourceReportingAreas": null }, { "feature": "car_commute", "scenario": "benchmark", "year": 2024, "band": "D9", "bandValue": 9, "nationalLSOAs": 3567, "eligibleLSOAs": 3448, "collisions": 8824, "miles": 51840777166.939674, "frequencyPer100k": 0.017021349760217935, "clusters": 126, "sourceReportingAreas": null }, { "feature": "car_commute", "scenario": "benchmark", "year": 2024, "band": "D10", "bandValue": 10, "nationalLSOAs": 3567, "eligibleLSOAs": 3495, "collisions": 10460, "miles": 66993895380.2715, "frequencyPer100k": 0.015613362890195936, "clusters": 116, "sourceReportingAreas": null }, { "feature": "car_commute", "scenario": "benchmark", "year": 2025, "band": "D1", "bandValue": 1, "nationalLSOAs": 3568, "eligibleLSOAs": 3550, "collisions": 16868, "miles": 11765886933.08409, "frequencyPer100k": 0.14336360782602334, "clusters": 102, "sourceReportingAreas": null }, { "feature": "car_commute", "scenario": "benchmark", "year": 2025, "band": "D2", "bandValue": 2, "nationalLSOAs": 3567, "eligibleLSOAs": 3494, "collisions": 12200, "miles": 17528877069.522503, "frequencyPer100k": 0.06959943841018867, "clusters": 143, "sourceReportingAreas": null }, { "feature": "car_commute", "scenario": "benchmark", "year": 2025, "band": "D3", "bandValue": 3, "nationalLSOAs": 3567, "eligibleLSOAs": 3485, "collisions": 8839, "miles": 18259477480.896122, "frequencyPer100k": 0.04840773789528071, "clusters": 153, "sourceReportingAreas": null }, { "feature": "car_commute", "scenario": "benchmark", "year": 2025, "band": "D4", "bandValue": 4, "nationalLSOAs": 3567, "eligibleLSOAs": 3484, "collisions": 7521, "miles": 19028063255.636486, "frequencyPer100k": 0.0395258303430967, "clusters": 152, "sourceReportingAreas": null }, { "feature": "car_commute", "scenario": "benchmark", "year": 2025, "band": "D5", "bandValue": 5, "nationalLSOAs": 3568, "eligibleLSOAs": 3487, "collisions": 6819, "miles": 20797517085.86172, "frequencyPer100k": 0.03278756772670521, "clusters": 149, "sourceReportingAreas": null }, { "feature": "car_commute", "scenario": "benchmark", "year": 2025, "band": "D6", "bandValue": 6, "nationalLSOAs": 3567, "eligibleLSOAs": 3474, "collisions": 6421, "miles": 23471764740.50574, "frequencyPer100k": 0.027356272828174436, "clusters": 145, "sourceReportingAreas": null }, { "feature": "car_commute", "scenario": "benchmark", "year": 2025, "band": "D7", "bandValue": 7, "nationalLSOAs": 3567, "eligibleLSOAs": 3451, "collisions": 6747, "miles": 30719690753.18947, "frequencyPer100k": 0.02196311171947424, "clusters": 139, "sourceReportingAreas": null }, { "feature": "car_commute", "scenario": "benchmark", "year": 2025, "band": "D8", "bandValue": 8, "nationalLSOAs": 3567, "eligibleLSOAs": 3475, "collisions": 7768, "miles": 41305715192.71594, "frequencyPer100k": 0.01880611427197815, "clusters": 133, "sourceReportingAreas": null }, { "feature": "car_commute", "scenario": "benchmark", "year": 2025, "band": "D9", "bandValue": 9, "nationalLSOAs": 3567, "eligibleLSOAs": 3448, "collisions": 8989, "miles": 53038899449.91327, "frequencyPer100k": 0.016947938387161802, "clusters": 126, "sourceReportingAreas": null }, { "feature": "car_commute", "scenario": "benchmark", "year": 2025, "band": "D10", "bandValue": 10, "nationalLSOAs": 3567, "eligibleLSOAs": 3495, "collisions": 10619, "miles": 68552008038.67465, "frequencyPer100k": 0.015490428805541526, "clusters": 116, "sourceReportingAreas": null }, { "feature": "car_commute", "scenario": "length", "year": 2022, "band": "D1", "bandValue": 1, "nationalLSOAs": 3568, "eligibleLSOAs": 3493, "collisions": 18943, "miles": 11119176382.751143, "frequencyPer100k": 0.17036333760642317, "clusters": 99, "sourceReportingAreas": null }, { "feature": "car_commute", "scenario": "length", "year": 2022, "band": "D2", "bandValue": 2, "nationalLSOAs": 3567, "eligibleLSOAs": 3355, "collisions": 12604, "miles": 15540041384.727474, "frequencyPer100k": 0.08110660511102002, "clusters": 137, "sourceReportingAreas": null }, { "feature": "car_commute", "scenario": "length", "year": 2022, "band": "D3", "bandValue": 3, "nationalLSOAs": 3567, "eligibleLSOAs": 3351, "collisions": 9287, "miles": 15924982417.622929, "frequencyPer100k": 0.05831717584644116, "clusters": 146, "sourceReportingAreas": null }, { "feature": "car_commute", "scenario": "length", "year": 2022, "band": "D4", "bandValue": 4, "nationalLSOAs": 3567, "eligibleLSOAs": 3310, "collisions": 7696, "miles": 16344190521.709354, "frequencyPer100k": 0.04708706735752806, "clusters": 145, "sourceReportingAreas": null }, { "feature": "car_commute", "scenario": "length", "year": 2022, "band": "D5", "bandValue": 5, "nationalLSOAs": 3568, "eligibleLSOAs": 3312, "collisions": 6767, "miles": 17645092222.79433, "frequencyPer100k": 0.03835060715215892, "clusters": 142, "sourceReportingAreas": null }, { "feature": "car_commute", "scenario": "length", "year": 2022, "band": "D6", "bandValue": 6, "nationalLSOAs": 3567, "eligibleLSOAs": 3310, "collisions": 6618, "miles": 20253222459.474434, "frequencyPer100k": 0.03267628158058427, "clusters": 138, "sourceReportingAreas": null }, { "feature": "car_commute", "scenario": "length", "year": 2022, "band": "D7", "bandValue": 7, "nationalLSOAs": 3567, "eligibleLSOAs": 3269, "collisions": 6743, "miles": 27221968275.42376, "frequencyPer100k": 0.02477043515654833, "clusters": 132, "sourceReportingAreas": null }, { "feature": "car_commute", "scenario": "length", "year": 2022, "band": "D8", "bandValue": 8, "nationalLSOAs": 3567, "eligibleLSOAs": 3279, "collisions": 7651, "miles": 36200492188.48837, "frequencyPer100k": 0.0211350717558282, "clusters": 126, "sourceReportingAreas": null }, { "feature": "car_commute", "scenario": "length", "year": 2022, "band": "D9", "bandValue": 9, "nationalLSOAs": 3567, "eligibleLSOAs": 3213, "collisions": 8784, "miles": 48427852893.85612, "frequencyPer100k": 0.01813832221563223, "clusters": 119, "sourceReportingAreas": null }, { "feature": "car_commute", "scenario": "length", "year": 2022, "band": "D10", "bandValue": 10, "nationalLSOAs": 3567, "eligibleLSOAs": 3216, "collisions": 9818, "miles": 61575181253.152084, "frequencyPer100k": 0.015944735850042517, "clusters": 110, "sourceReportingAreas": null }, { "feature": "car_commute", "scenario": "length", "year": 2023, "band": "D1", "bandValue": 1, "nationalLSOAs": 3568, "eligibleLSOAs": 3493, "collisions": 18649, "miles": 11218888510.028093, "frequencyPer100k": 0.1662285883608741, "clusters": 99, "sourceReportingAreas": null }, { "feature": "car_commute", "scenario": "length", "year": 2023, "band": "D2", "bandValue": 2, "nationalLSOAs": 3567, "eligibleLSOAs": 3355, "collisions": 12261, "miles": 15745391861.981861, "frequencyPer100k": 0.07787040238487095, "clusters": 137, "sourceReportingAreas": null }, { "feature": "car_commute", "scenario": "length", "year": 2023, "band": "D3", "bandValue": 3, "nationalLSOAs": 3567, "eligibleLSOAs": 3351, "collisions": 8970, "miles": 16291677476.917873, "frequencyPer100k": 0.05505878699543825, "clusters": 146, "sourceReportingAreas": null }, { "feature": "car_commute", "scenario": "length", "year": 2023, "band": "D4", "bandValue": 4, "nationalLSOAs": 3567, "eligibleLSOAs": 3310, "collisions": 7376, "miles": 16625552280.728642, "frequencyPer100k": 0.04436544347792779, "clusters": 145, "sourceReportingAreas": null }, { "feature": "car_commute", "scenario": "length", "year": 2023, "band": "D5", "bandValue": 5, "nationalLSOAs": 3568, "eligibleLSOAs": 3312, "collisions": 6731, "miles": 17983632822.546627, "frequencyPer100k": 0.03742847769645931, "clusters": 142, "sourceReportingAreas": null }, { "feature": "car_commute", "scenario": "length", "year": 2023, "band": "D6", "bandValue": 6, "nationalLSOAs": 3567, "eligibleLSOAs": 3310, "collisions": 6444, "miles": 20658793695.004997, "frequencyPer100k": 0.031192527962356623, "clusters": 138, "sourceReportingAreas": null }, { "feature": "car_commute", "scenario": "length", "year": 2023, "band": "D7", "bandValue": 7, "nationalLSOAs": 3567, "eligibleLSOAs": 3269, "collisions": 6563, "miles": 27841120585.268784, "frequencyPer100k": 0.02357304541639964, "clusters": 132, "sourceReportingAreas": null }, { "feature": "car_commute", "scenario": "length", "year": 2023, "band": "D8", "bandValue": 8, "nationalLSOAs": 3567, "eligibleLSOAs": 3279, "collisions": 7639, "miles": 37169958338.13344, "frequencyPer100k": 0.02055154307817179, "clusters": 126, "sourceReportingAreas": null }, { "feature": "car_commute", "scenario": "length", "year": 2023, "band": "D9", "bandValue": 9, "nationalLSOAs": 3567, "eligibleLSOAs": 3213, "collisions": 8631, "miles": 49612016592.63115, "frequencyPer100k": 0.017396994907241805, "clusters": 119, "sourceReportingAreas": null }, { "feature": "car_commute", "scenario": "length", "year": 2023, "band": "D10", "bandValue": 10, "nationalLSOAs": 3567, "eligibleLSOAs": 3216, "collisions": 9439, "miles": 63062567836.75853, "frequencyPer100k": 0.01496767468212435, "clusters": 110, "sourceReportingAreas": null }, { "feature": "car_commute", "scenario": "length", "year": 2024, "band": "D1", "bandValue": 1, "nationalLSOAs": 3568, "eligibleLSOAs": 3551, "collisions": 16897, "miles": 11595314473.385946, "frequencyPer100k": 0.14572265408396387, "clusters": 103, "sourceReportingAreas": null }, { "feature": "car_commute", "scenario": "length", "year": 2024, "band": "D2", "bandValue": 2, "nationalLSOAs": 3567, "eligibleLSOAs": 3494, "collisions": 12148, "miles": 16704472295.588037, "frequencyPer100k": 0.07272303958508473, "clusters": 143, "sourceReportingAreas": null }, { "feature": "car_commute", "scenario": "length", "year": 2024, "band": "D3", "bandValue": 3, "nationalLSOAs": 3567, "eligibleLSOAs": 3485, "collisions": 9068, "miles": 17185898086.372868, "frequencyPer100k": 0.052764190468406455, "clusters": 153, "sourceReportingAreas": null }, { "feature": "car_commute", "scenario": "length", "year": 2024, "band": "D4", "bandValue": 4, "nationalLSOAs": 3567, "eligibleLSOAs": 3484, "collisions": 7479, "miles": 17747051936.679737, "frequencyPer100k": 0.04214221058621206, "clusters": 152, "sourceReportingAreas": null }, { "feature": "car_commute", "scenario": "length", "year": 2024, "band": "D5", "bandValue": 5, "nationalLSOAs": 3568, "eligibleLSOAs": 3487, "collisions": 6674, "miles": 19349207203.889763, "frequencyPer100k": 0.03449236927215462, "clusters": 149, "sourceReportingAreas": null }, { "feature": "car_commute", "scenario": "length", "year": 2024, "band": "D6", "bandValue": 6, "nationalLSOAs": 3567, "eligibleLSOAs": 3474, "collisions": 6524, "miles": 21984268398.34439, "frequencyPer100k": 0.029675765787554317, "clusters": 145, "sourceReportingAreas": null }, { "feature": "car_commute", "scenario": "length", "year": 2024, "band": "D7", "bandValue": 7, "nationalLSOAs": 3567, "eligibleLSOAs": 3451, "collisions": 6615, "miles": 29385598477.962074, "frequencyPer100k": 0.02251102697452619, "clusters": 139, "sourceReportingAreas": null }, { "feature": "car_commute", "scenario": "length", "year": 2024, "band": "D8", "bandValue": 8, "nationalLSOAs": 3567, "eligibleLSOAs": 3475, "collisions": 7805, "miles": 40599604447.19055, "frequencyPer100k": 0.019224325227484074, "clusters": 133, "sourceReportingAreas": null }, { "feature": "car_commute", "scenario": "length", "year": 2024, "band": "D9", "bandValue": 9, "nationalLSOAs": 3567, "eligibleLSOAs": 3448, "collisions": 8824, "miles": 53474662302.937744, "frequencyPer100k": 0.016501272976744415, "clusters": 126, "sourceReportingAreas": null }, { "feature": "car_commute", "scenario": "length", "year": 2024, "band": "D10", "bandValue": 10, "nationalLSOAs": 3567, "eligibleLSOAs": 3495, "collisions": 10460, "miles": 70614122377.64888, "frequencyPer100k": 0.014812900943609049, "clusters": 116, "sourceReportingAreas": null }, { "feature": "car_commute", "scenario": "length", "year": 2025, "band": "D1", "bandValue": 1, "nationalLSOAs": 3568, "eligibleLSOAs": 3550, "collisions": 16868, "miles": 11598512559.862041, "frequencyPer100k": 0.14543244155611482, "clusters": 102, "sourceReportingAreas": null }, { "feature": "car_commute", "scenario": "length", "year": 2025, "band": "D2", "bandValue": 2, "nationalLSOAs": 3567, "eligibleLSOAs": 3494, "collisions": 12200, "miles": 16939836065.310747, "frequencyPer100k": 0.07201958716107681, "clusters": 143, "sourceReportingAreas": null }, { "feature": "car_commute", "scenario": "length", "year": 2025, "band": "D3", "bandValue": 3, "nationalLSOAs": 3567, "eligibleLSOAs": 3485, "collisions": 8839, "miles": 17435564888.365944, "frequencyPer100k": 0.05069523159469248, "clusters": 153, "sourceReportingAreas": null }, { "feature": "car_commute", "scenario": "length", "year": 2025, "band": "D4", "bandValue": 4, "nationalLSOAs": 3567, "eligibleLSOAs": 3484, "collisions": 7521, "miles": 18072926133.976593, "frequencyPer100k": 0.04161473324378132, "clusters": 152, "sourceReportingAreas": null }, { "feature": "car_commute", "scenario": "length", "year": 2025, "band": "D5", "bandValue": 5, "nationalLSOAs": 3568, "eligibleLSOAs": 3487, "collisions": 6819, "miles": 19673631638.995872, "frequencyPer100k": 0.03466060626287113, "clusters": 149, "sourceReportingAreas": null }, { "feature": "car_commute", "scenario": "length", "year": 2025, "band": "D6", "bandValue": 6, "nationalLSOAs": 3567, "eligibleLSOAs": 3474, "collisions": 6421, "miles": 22367166887.080017, "frequencyPer100k": 0.028707256633869766, "clusters": 145, "sourceReportingAreas": null }, { "feature": "car_commute", "scenario": "length", "year": 2025, "band": "D7", "bandValue": 7, "nationalLSOAs": 3567, "eligibleLSOAs": 3451, "collisions": 6747, "miles": 29995704655.921288, "frequencyPer100k": 0.022493220537388215, "clusters": 139, "sourceReportingAreas": null }, { "feature": "car_commute", "scenario": "length", "year": 2025, "band": "D8", "bandValue": 8, "nationalLSOAs": 3567, "eligibleLSOAs": 3475, "collisions": 7768, "miles": 41443169644.79143, "frequencyPer100k": 0.018743740082091627, "clusters": 133, "sourceReportingAreas": null }, { "feature": "car_commute", "scenario": "length", "year": 2025, "band": "D9", "bandValue": 9, "nationalLSOAs": 3567, "eligibleLSOAs": 3448, "collisions": 8989, "miles": 54703997438.39816, "frequencyPer100k": 0.01643207155038799, "clusters": 126, "sourceReportingAreas": null }, { "feature": "car_commute", "scenario": "length", "year": 2025, "band": "D10", "bandValue": 10, "nationalLSOAs": 3567, "eligibleLSOAs": 3495, "collisions": 10619, "miles": 72237390087.29791, "frequencyPer100k": 0.014700143495172074, "clusters": 116, "sourceReportingAreas": null } ], "subgroups": [ { "feature": "car_commute", "form": "categorical", "scenario": "fitted", "sample": "temporal_2023", "dimension": "year", "group": "2023", "rows": 33108, "observed": 92703.0, "baseExpected": 97536.70796420943, "expected": 97466.46815381058, "baseDeviance": 70909.04750319224, "featureDeviance": 67049.29220955903, "gain": 0.054432479768670494, "oe": 0.9511271081835713 }, { "feature": "car_commute", "form": "categorical", "scenario": "fitted", "sample": "temporal_2023", "dimension": "region", "group": "East Midlands", "rows": 2847, "observed": 7798.0, "baseExpected": 7917.794928232712, "expected": 7903.192579424684, "baseDeviance": 5990.656178229321, "featureDeviance": 5583.632325709106, "gain": 0.06794311681571419, "oe": 0.986689862562815 }, { "feature": "car_commute", "form": "categorical", "scenario": "fitted", "sample": "temporal_2023", "dimension": "region", "group": "East of England", "rows": 3758, "observed": 9557.0, "baseExpected": 10437.304581155866, "expected": 10415.160592306063, "baseDeviance": 7634.583762542322, "featureDeviance": 7175.542500852043, "gain": 0.06012656039514297, "oe": 0.9176046701632227 }, { "feature": "car_commute", "form": "categorical", "scenario": "fitted", "sample": "temporal_2023", "dimension": "region", "group": "London", "rows": 4992, "observed": 22068.0, "baseExpected": 22672.037596228052, "expected": 22689.465327106827, "baseDeviance": 15148.403628817705, "featureDeviance": 14446.435307253465, "gain": 0.04633942551074122, "oe": 0.972609961576998 }, { "feature": "car_commute", "form": "categorical", "scenario": "fitted", "sample": "temporal_2023", "dimension": "region", "group": "North East", "rows": 1682, "observed": 3016.0, "baseExpected": 3211.4320861758915, "expected": 3209.3109536502807, "baseDeviance": 2789.4148301176156, "featureDeviance": 2638.561961373934, "gain": 0.05408047132857641, "oe": 0.9397655894233595 }, { "feature": "car_commute", "form": "categorical", "scenario": "fitted", "sample": "temporal_2023", "dimension": "region", "group": "North West", "rows": 4567, "observed": 9632.0, "baseExpected": 10505.766762617237, "expected": 10504.863572671818, "baseDeviance": 8313.283840244454, "featureDeviance": 7894.600864292296, "gain": 0.05036312773603635, "oe": 0.9169086236452842 }, { "feature": "car_commute", "form": "categorical", "scenario": "fitted", "sample": "temporal_2023", "dimension": "region", "group": "South East", "rows": 5237, "observed": 15452.0, "baseExpected": 16653.492545638754, "expected": 16637.16490168341, "baseDeviance": 11545.902670512176, "featureDeviance": 11081.546289067202, "gain": 0.04021828303047481, "oe": 0.9287640106540334 }, { "feature": "car_commute", "form": "categorical", "scenario": "fitted", "sample": "temporal_2023", "dimension": "region", "group": "South West", "rows": 2368, "observed": 6535.0, "baseExpected": 6686.570928603191, "expected": 6679.13965299267, "baseDeviance": 4324.641282343235, "featureDeviance": 4152.081303003357, "gain": 0.03990157057520827, "oe": 0.9784194281776866 }, { "feature": "car_commute", "form": "categorical", "scenario": "fitted", "sample": "temporal_2023", "dimension": "region", "group": "Wales", "rows": 1916, "observed": 3197.0, "baseExpected": 3327.2011911406116, "expected": 3330.247878104261, "baseDeviance": 3736.2691798156793, "featureDeviance": 3516.276657669654, "gain": 0.05888026572991134, "oe": 0.959988600554229 }, { "feature": "car_commute", "form": "categorical", "scenario": "fitted", "sample": "temporal_2023", "dimension": "region", "group": "West Midlands", "rows": 2877, "observed": 6971.0, "baseExpected": 7574.507719988112, "expected": 7563.957984114988, "baseDeviance": 5694.638619874549, "featureDeviance": 5190.99767806729, "gain": 0.08844124718459379, "oe": 0.9216074460804443 }, { "feature": "car_commute", "form": "categorical", "scenario": "fitted", "sample": "temporal_2023", "dimension": "region", "group": "Yorkshire and The Humber", "rows": 2864, "observed": 8477.0, "baseExpected": 8550.599624429009, "expected": 8533.964711755574, "baseDeviance": 5731.2535106951855, "featureDeviance": 5369.61732227068, "gain": 0.06309896914342561, "oe": 0.9933249417264282 }, { "feature": "car_commute", "form": "categorical", "scenario": "fitted", "sample": "temporal_2023", "dimension": "urbanRural", "group": "Rural", "rows": 5651, "observed": 19641.0, "baseExpected": 20807.408781201953, "expected": 20765.890986743874, "baseDeviance": 13190.615621173, "featureDeviance": 12767.213204155036, "gain": 0.03209876090531638, "oe": 0.9458298713278442 }, { "feature": "car_commute", "form": "categorical", "scenario": "fitted", "sample": "temporal_2023", "dimension": "urbanRural", "group": "Urban", "rows": 27457, "observed": 73062.0, "baseExpected": 76729.29918300748, "expected": 76700.5771670667, "baseDeviance": 57718.43188201924, "featureDeviance": 54282.07900540399, "gain": 0.05953649059003219, "oe": 0.9525612804823975 }, { "feature": "car_commute", "form": "categorical", "scenario": "fitted", "sample": "temporal_2023", "dimension": "betterObserved", "group": "False", "rows": 32750, "observed": 91351.0, "baseExpected": 96210.73489123484, "expected": 96111.25603619912, "baseDeviance": 69995.58657392944, "featureDeviance": 66175.93317680247, "gain": 0.0545699176774902, "oe": 0.9504713991625889 }, { "feature": "car_commute", "form": "categorical", "scenario": "fitted", "sample": "temporal_2023", "dimension": "betterObserved", "group": "True", "rows": 358, "observed": 1352.0, "baseExpected": 1325.9730729745972, "expected": 1355.2121176114522, "baseDeviance": 913.4609292628057, "featureDeviance": 873.3590327565645, "gain": 0.04390105282182655, "oe": 0.9976298045378214 }, { "feature": "car_commute", "form": "categorical", "scenario": "fitted", "sample": "temporal_2023", "dimension": "band", "group": "D1", "rows": 3493, "observed": 18649.0, "baseExpected": 16758.410475611723, "expected": 19023.66485191416, "baseDeviance": 11568.335563126755, "featureDeviance": 11456.724776367912, "gain": 0.009647955503174988, "oe": 0.9803053273472455 }, { "feature": "car_commute", "form": "categorical", "scenario": "fitted", "sample": "temporal_2023", "dimension": "band", "group": "D2", "rows": 3355, "observed": 12261.0, "baseExpected": 11825.4666155915, "expected": 12775.99058863104, "baseDeviance": 8379.13600700745, "featureDeviance": 7689.277848982874, "gain": 0.08233046431608804, "oe": 0.9596907507830105 }, { "feature": "car_commute", "form": "categorical", "scenario": "fitted", "sample": "temporal_2023", "dimension": "band", "group": "D3", "rows": 3351, "observed": 8970.0, "baseExpected": 8917.284419046762, "expected": 9546.133868179919, "baseDeviance": 7074.888377162358, "featureDeviance": 6679.6763989204355, "gain": 0.05586123160863721, "oe": 0.9396474136927471 }, { "feature": "car_commute", "form": "categorical", "scenario": "fitted", "sample": "temporal_2023", "dimension": "band", "group": "D4", "rows": 3310, "observed": 7376.0, "baseExpected": 7547.027005970605, "expected": 7896.392106052421, "baseDeviance": 5980.517267321184, "featureDeviance": 5753.753152658766, "gain": 0.037917140696425156, "oe": 0.9340974841341084 }, { "feature": "car_commute", "form": "categorical", "scenario": "fitted", "sample": "temporal_2023", "dimension": "band", "group": "D5", "rows": 3312, "observed": 6731.0, "baseExpected": 7201.6032250086955, "expected": 6969.549108271133, "baseDeviance": 5718.320922280246, "featureDeviance": 5536.868711751058, "gain": 0.03173172912037825, "oe": 0.965772662683726 }, { "feature": "car_commute", "form": "categorical", "scenario": "fitted", "sample": "temporal_2023", "dimension": "band", "group": "D6", "rows": 3310, "observed": 6444.0, "baseExpected": 7141.737411067566, "expected": 6844.929463248783, "baseDeviance": 5737.9903259291805, "featureDeviance": 5476.101713784699, "gain": 0.04564117352395014, "oe": 0.9414267940376275 }, { "feature": "car_commute", "form": "categorical", "scenario": "fitted", "sample": "temporal_2023", "dimension": "band", "group": "D7", "rows": 3269, "observed": 6563.0, "baseExpected": 7784.622710192139, "expected": 7007.143386125345, "baseDeviance": 6099.789921335665, "featureDeviance": 5744.666544717883, "gain": 0.058218951996304336, "oe": 0.9366156275601865 }, { "feature": "car_commute", "form": "categorical", "scenario": "fitted", "sample": "temporal_2023", "dimension": "band", "group": "D8", "rows": 3279, "observed": 7639.0, "baseExpected": 8927.345926839811, "expected": 7963.110849802463, "baseDeviance": 6352.720737006328, "featureDeviance": 5846.513098756093, "gain": 0.0796835968723506, "oe": 0.9592984631363629 }, { "feature": "car_commute", "form": "categorical", "scenario": "fitted", "sample": "temporal_2023", "dimension": "band", "group": "D9", "rows": 3213, "observed": 8631.0, "baseExpected": 10179.276907525642, "expected": 9159.418612698486, "baseDeviance": 6773.0132664792545, "featureDeviance": 6221.161465125319, "gain": 0.08147803343087179, "oe": 0.9423087168473888 }, { "feature": "car_commute", "form": "categorical", "scenario": "fitted", "sample": "temporal_2023", "dimension": "band", "group": "D10", "rows": 3216, "observed": 9439.0, "baseExpected": 11253.933267354987, "expected": 10280.135318886822, "baseDeviance": 7224.335115543819, "featureDeviance": 6644.548498493985, "gain": 0.08025466811504489, "oe": 0.9181785752040175 }, { "feature": "car_commute", "form": "categorical", "scenario": "fitted", "sample": "diagnostic_2024", "dimension": "year", "group": "2024", "rows": 34844, "observed": 92494.0, "baseExpected": 98730.62453805192, "expected": 98698.18338693667, "baseDeviance": 72161.99967063732, "featureDeviance": 68414.01886473462, "gain": 0.05193842774603363, "oe": 0.9371398421527803 }, { "feature": "car_commute", "form": "categorical", "scenario": "fitted", "sample": "diagnostic_2024", "dimension": "region", "group": "East Midlands", "rows": 2847, "observed": 7723.0, "baseExpected": 7711.809521254479, "expected": 7713.781828293346, "baseDeviance": 6069.325326490749, "featureDeviance": 5652.698816453523, "gain": 0.06864461659663856, "oe": 1.0011950262415827 }, { "feature": "car_commute", "form": "categorical", "scenario": "fitted", "sample": "diagnostic_2024", "dimension": "region", "group": "East of England", "rows": 3758, "observed": 9589.0, "baseExpected": 9698.041054502319, "expected": 9705.888705697029, "baseDeviance": 7301.434262095925, "featureDeviance": 6911.084588881237, "gain": 0.05346205405712101, "oe": 0.9879569291137226 }, { "feature": "car_commute", "form": "categorical", "scenario": "fitted", "sample": "diagnostic_2024", "dimension": "region", "group": "London", "rows": 4992, "observed": 20028.0, "baseExpected": 22229.396685832005, "expected": 22238.87670711742, "baseDeviance": 13861.377571300709, "featureDeviance": 13307.547670491047, "gain": 0.03995489611049474, "oe": 0.9005850548912913 }, { "feature": "car_commute", "form": "categorical", "scenario": "fitted", "sample": "diagnostic_2024", "dimension": "region", "group": "North East", "rows": 1682, "observed": 2848.0, "baseExpected": 3155.0202045759493, "expected": 3154.9470647546304, "baseDeviance": 2752.220268831001, "featureDeviance": 2615.6812550260647, "gain": 0.04961049642401283, "oe": 0.9027092821354508 }, { "feature": "car_commute", "form": "categorical", "scenario": "fitted", "sample": "diagnostic_2024", "dimension": "region", "group": "North West", "rows": 4567, "observed": 9491.0, "baseExpected": 9961.957481674053, "expected": 9967.772341042066, "baseDeviance": 8244.477534615935, "featureDeviance": 7857.75110927099, "gain": 0.046907329630192285, "oe": 0.9521686165444443 }, { "feature": "car_commute", "form": "categorical", "scenario": "fitted", "sample": "diagnostic_2024", "dimension": "region", "group": "South East", "rows": 5237, "observed": 14444.0, "baseExpected": 15851.502375795833, "expected": 15835.07196853693, "baseDeviance": 11264.756858899878, "featureDeviance": 10802.566549812193, "gain": 0.04102976343626319, "oe": 0.9121524694487728 }, { "feature": "car_commute", "form": "categorical", "scenario": "fitted", "sample": "diagnostic_2024", "dimension": "region", "group": "South West", "rows": 3407, "observed": 8856.0, "baseExpected": 9543.836531495308, "expected": 9580.550549278852, "baseDeviance": 6127.362664961394, "featureDeviance": 5831.284213942561, "gain": 0.04832069965630126, "oe": 0.9243727648476955 }, { "feature": "car_commute", "form": "categorical", "scenario": "fitted", "sample": "diagnostic_2024", "dimension": "region", "group": "Wales", "rows": 1916, "observed": 2878.0, "baseExpected": 3233.47580950481, "expected": 3232.699701819475, "baseDeviance": 3695.5868749494707, "featureDeviance": 3536.64849684572, "gain": 0.043007615158803136, "oe": 0.8902775591497603 }, { "feature": "car_commute", "form": "categorical", "scenario": "fitted", "sample": "diagnostic_2024", "dimension": "region", "group": "West Midlands", "rows": 3574, "observed": 8596.0, "baseExpected": 8947.542947866648, "expected": 8865.960989790807, "baseDeviance": 7108.028387328184, "featureDeviance": 6535.893454503409, "gain": 0.08049136858326944, "oe": 0.9695508484526756 }, { "feature": "car_commute", "form": "categorical", "scenario": "fitted", "sample": "diagnostic_2024", "dimension": "region", "group": "Yorkshire and The Humber", "rows": 2864, "observed": 8041.0, "baseExpected": 8398.041925550511, "expected": 8402.633530606112, "baseDeviance": 5737.4299211640755, "featureDeviance": 5362.862709507888, "gain": 0.06528484300513959, "oe": 0.9569618823326184 }, { "feature": "car_commute", "form": "categorical", "scenario": "fitted", "sample": "diagnostic_2024", "dimension": "urbanRural", "group": "Rural", "rows": 6000, "observed": 20598.0, "baseExpected": 21344.85087891389, "expected": 21341.00638547623, "baseDeviance": 13812.709003006228, "featureDeviance": 13456.141768083324, "gain": 0.025814431828347417, "oe": 0.9651840980666269 }, { "feature": "car_commute", "form": "categorical", "scenario": "fitted", "sample": "diagnostic_2024", "dimension": "urbanRural", "group": "Urban", "rows": 28844, "observed": 71896.0, "baseExpected": 77385.77365913804, "expected": 77357.17700146043, "baseDeviance": 58349.290667631096, "featureDeviance": 54957.87709665131, "gain": 0.058122618667259096, "oe": 0.9294030985469218 }, { "feature": "car_commute", "form": "categorical", "scenario": "fitted", "sample": "diagnostic_2024", "dimension": "betterObserved", "group": "False", "rows": 34412, "observed": 91098.0, "baseExpected": 97333.36133309617, "expected": 97291.21053377003, "baseDeviance": 71263.1964928057, "featureDeviance": 67569.17699809732, "gain": 0.051836286842413926, "oe": 0.936343576158708 }, { "feature": "car_commute", "form": "categorical", "scenario": "fitted", "sample": "diagnostic_2024", "dimension": "betterObserved", "group": "True", "rows": 432, "observed": 1396.0, "baseExpected": 1397.2632049557574, "expected": 1406.9728531666365, "baseDeviance": 898.8031778316208, "featureDeviance": 844.8418666373075, "gain": 0.06003684958535194, "oe": 0.9922010910573433 }, { "feature": "car_commute", "form": "categorical", "scenario": "fitted", "sample": "diagnostic_2024", "dimension": "band", "group": "D1", "rows": 3551, "observed": 16897.0, "baseExpected": 16662.92713205839, "expected": 19034.424092591566, "baseDeviance": 10292.18479835441, "featureDeviance": 10402.984133515789, "gain": -0.010765385322180965, "oe": 0.8877074461410431 }, { "feature": "car_commute", "form": "categorical", "scenario": "fitted", "sample": "diagnostic_2024", "dimension": "band", "group": "D2", "rows": 3494, "observed": 12148.0, "baseExpected": 11978.758026646487, "expected": 12980.715920912797, "baseDeviance": 8454.84967884605, "featureDeviance": 7831.942652080945, "gain": 0.07367452414010545, "oe": 0.9358497693050014 }, { "feature": "car_commute", "form": "categorical", "scenario": "fitted", "sample": "diagnostic_2024", "dimension": "band", "group": "D3", "rows": 3485, "observed": 9068.0, "baseExpected": 8964.230575256337, "expected": 9526.536784608043, "baseDeviance": 7274.4899596713, "featureDeviance": 6787.70314277185, "gain": 0.06691696869445474, "oe": 0.9518674209762253 }, { "feature": "car_commute", "form": "categorical", "scenario": "fitted", "sample": "diagnostic_2024", "dimension": "band", "group": "D4", "rows": 3484, "observed": 7479.0, "baseExpected": 7679.235949334748, "expected": 7965.198158443545, "baseDeviance": 6255.337606899423, "featureDeviance": 6023.949315822174, "gain": 0.03699053602191438, "oe": 0.9389596907983829 }, { "feature": "car_commute", "form": "categorical", "scenario": "fitted", "sample": "diagnostic_2024", "dimension": "band", "group": "D5", "rows": 3487, "observed": 6674.0, "baseExpected": 7326.400380503968, "expected": 7151.876996800095, "baseDeviance": 6020.626880686046, "featureDeviance": 5836.048044132199, "gain": 0.03065774382165576, "oe": 0.933181597360538 }, { "feature": "car_commute", "form": "categorical", "scenario": "fitted", "sample": "diagnostic_2024", "dimension": "band", "group": "D6", "rows": 3474, "observed": 6524.0, "baseExpected": 7177.692054346711, "expected": 6876.8942743119205, "baseDeviance": 6099.31930587301, "featureDeviance": 5856.312215516362, "gain": 0.03984167382787418, "oe": 0.9486840628581236 }, { "feature": "car_commute", "form": "categorical", "scenario": "fitted", "sample": "diagnostic_2024", "dimension": "band", "group": "D7", "rows": 3451, "observed": 6615.0, "baseExpected": 7787.656057715398, "expected": 6984.5878706990125, "baseDeviance": 6307.251699256857, "featureDeviance": 5885.503334100935, "gain": 0.0668672165414953, "oe": 0.947085228571686 }, { "feature": "car_commute", "form": "categorical", "scenario": "fitted", "sample": "diagnostic_2024", "dimension": "band", "group": "D8", "rows": 3475, "observed": 7805.0, "baseExpected": 9094.295844034412, "expected": 8211.847971354962, "baseDeviance": 6510.5018413292, "featureDeviance": 6036.696760904528, "gain": 0.07277550824376067, "oe": 0.9504559786330491 }, { "feature": "car_commute", "form": "categorical", "scenario": "fitted", "sample": "diagnostic_2024", "dimension": "band", "group": "D9", "rows": 3448, "observed": 8824.0, "baseExpected": 10330.837788572138, "expected": 9327.908720125313, "baseDeviance": 6987.198851506604, "featureDeviance": 6387.751542401415, "gain": 0.08579222115253449, "oe": 0.9459783821599679 }, { "feature": "car_commute", "form": "categorical", "scenario": "fitted", "sample": "diagnostic_2024", "dimension": "band", "group": "D10", "rows": 3495, "observed": 10460.0, "baseExpected": 11728.590729583328, "expected": 10638.192597089412, "baseDeviance": 7960.239048214422, "featureDeviance": 7365.127723488433, "gain": 0.07476048409117564, "oe": 0.9832497301150418 }, { "feature": "car_commute", "form": "categorical", "scenario": "fitted", "sample": "diagnostic_2025", "dimension": "year", "group": "2025", "rows": 34843, "observed": 92791.0, "baseExpected": 100097.08544166648, "expected": 100050.56236029984, "baseDeviance": 71788.98081332492, "featureDeviance": 67963.65153781515, "gain": 0.05328574430464317, "oe": 0.9274410639076983 }, { "feature": "car_commute", "form": "categorical", "scenario": "fitted", "sample": "diagnostic_2025", "dimension": "region", "group": "East Midlands", "rows": 2847, "observed": 7956.0, "baseExpected": 7817.36871820691, "expected": 7824.390424257649, "baseDeviance": 5989.95063529067, "featureDeviance": 5522.965011197254, "gain": 0.07796151463120615, "oe": 1.0168204254397029 }, { "feature": "car_commute", "form": "categorical", "scenario": "fitted", "sample": "diagnostic_2025", "dimension": "region", "group": "East of England", "rows": 3758, "observed": 9709.0, "baseExpected": 9980.518413801983, "expected": 9977.13346529155, "baseDeviance": 7396.334499807114, "featureDeviance": 6943.5959784462775, "gain": 0.061211201490771305, "oe": 0.9731252001164129 }, { "feature": "car_commute", "form": "categorical", "scenario": "fitted", "sample": "diagnostic_2025", "dimension": "region", "group": "London", "rows": 4992, "observed": 19860.0, "baseExpected": 22313.85085599808, "expected": 22313.578948373273, "baseDeviance": 13261.144268227821, "featureDeviance": 12802.589974744604, "gain": 0.03457878778846113, "oe": 0.8900409945867448 }, { "feature": "car_commute", "form": "categorical", "scenario": "fitted", "sample": "diagnostic_2025", "dimension": "region", "group": "North East", "rows": 1682, "observed": 2764.0, "baseExpected": 3253.348171876134, "expected": 3252.9869921415484, "baseDeviance": 2782.4775559347863, "featureDeviance": 2662.2837016134818, "gain": 0.04319670218541072, "oe": 0.8496806186674506 }, { "feature": "car_commute", "form": "categorical", "scenario": "fitted", "sample": "diagnostic_2025", "dimension": "region", "group": "North West", "rows": 4567, "observed": 9449.0, "baseExpected": 10122.99904148074, "expected": 10132.2998356475, "baseDeviance": 8030.254393819568, "featureDeviance": 7641.871809790233, "gain": 0.04836491659943565, "oe": 0.9325622171934241 }, { "feature": "car_commute", "form": "categorical", "scenario": "fitted", "sample": "diagnostic_2025", "dimension": "region", "group": "South East", "rows": 5237, "observed": 14543.0, "baseExpected": 16068.149257494406, "expected": 16056.376676611484, "baseDeviance": 11243.698052533633, "featureDeviance": 10806.668962017146, "gain": 0.038868803526612705, "oe": 0.9057460654360492 }, { "feature": "car_commute", "form": "categorical", "scenario": "fitted", "sample": "diagnostic_2025", "dimension": "region", "group": "South West", "rows": 3406, "observed": 8809.0, "baseExpected": 9700.842957200603, "expected": 9732.201736141042, "baseDeviance": 6367.594776745309, "featureDeviance": 6001.851909740972, "gain": 0.05743815048345158, "oe": 0.9051394780779478 }, { "feature": "car_commute", "form": "categorical", "scenario": "fitted", "sample": "diagnostic_2025", "dimension": "region", "group": "Wales", "rows": 1916, "observed": 2951.0, "baseExpected": 3310.9021569525685, "expected": 3308.181797223415, "baseDeviance": 3908.0403766774116, "featureDeviance": 3708.1033355824115, "gain": 0.051160433829750995, "oe": 0.8920307833374814 }, { "feature": "car_commute", "form": "categorical", "scenario": "fitted", "sample": "diagnostic_2025", "dimension": "region", "group": "West Midlands", "rows": 3574, "observed": 8774.0, "baseExpected": 8981.804589938849, "expected": 8903.880222828142, "baseDeviance": 7006.778332700427, "featureDeviance": 6456.530643617505, "gain": 0.07853076877213772, "oe": 0.9854130761445836 }, { "feature": "car_commute", "form": "categorical", "scenario": "fitted", "sample": "diagnostic_2025", "dimension": "region", "group": "Yorkshire and The Humber", "rows": 2864, "observed": 7976.0, "baseExpected": 8547.301278716197, "expected": 8549.532261784247, "baseDeviance": 5802.70792158818, "featureDeviance": 5417.190211065273, "gain": 0.06643755221396574, "oe": 0.9329165334169341 }, { "feature": "car_commute", "form": "categorical", "scenario": "fitted", "sample": "diagnostic_2025", "dimension": "urbanRural", "group": "Rural", "rows": 5999, "observed": 20915.0, "baseExpected": 21822.596892626803, "expected": 21820.01622107893, "baseDeviance": 13690.091039343122, "featureDeviance": 13259.755538340076, "gain": 0.03143408614057652, "oe": 0.9585235770721081 }, { "feature": "car_commute", "form": "categorical", "scenario": "fitted", "sample": "diagnostic_2025", "dimension": "urbanRural", "group": "Urban", "rows": 28844, "observed": 71876.0, "baseExpected": 78274.48854903967, "expected": 78230.54613922091, "baseDeviance": 58098.8897739818, "featureDeviance": 54703.89599947508, "gain": 0.058434744411021255, "oe": 0.9187715482912235 }, { "feature": "car_commute", "form": "categorical", "scenario": "fitted", "sample": "diagnostic_2025", "dimension": "betterObserved", "group": "False", "rows": 34462, "observed": 91626.0, "baseExpected": 98841.9725673295, "expected": 98800.98154789943, "baseDeviance": 71108.49069274582, "featureDeviance": 67337.65447994704, "gain": 0.053029338354153244, "oe": 0.9273794507353053 }, { "feature": "car_commute", "form": "categorical", "scenario": "fitted", "sample": "diagnostic_2025", "dimension": "betterObserved", "group": "True", "rows": 381, "observed": 1165.0, "baseExpected": 1255.112874336972, "expected": 1249.5808124004236, "baseDeviance": 680.4901205790895, "featureDeviance": 625.9970578681164, "gain": 0.08007913864289484, "oe": 0.9323126511218227 }, { "feature": "car_commute", "form": "categorical", "scenario": "fitted", "sample": "diagnostic_2025", "dimension": "band", "group": "D1", "rows": 3550, "observed": 16868.0, "baseExpected": 16620.767179574763, "expected": 19011.688115024623, "baseDeviance": 9622.307617333445, "featureDeviance": 9852.30373164117, "gain": -0.023902386356201566, "oe": 0.8872436733626773 }, { "feature": "car_commute", "form": "categorical", "scenario": "fitted", "sample": "diagnostic_2025", "dimension": "band", "group": "D2", "rows": 3494, "observed": 12200.0, "baseExpected": 12131.209094967042, "expected": 13148.453058723848, "baseDeviance": 8353.810275140066, "featureDeviance": 7715.73359649546, "gain": 0.07638151425864259, "oe": 0.9278658063813401 }, { "feature": "car_commute", "form": "categorical", "scenario": "fitted", "sample": "diagnostic_2025", "dimension": "band", "group": "D3", "rows": 3485, "observed": 8839.0, "baseExpected": 9102.855949986364, "expected": 9668.44701230256, "baseDeviance": 7015.4856120319655, "featureDeviance": 6599.180523655913, "gain": 0.05934087979056857, "oe": 0.9142109367463942 }, { "feature": "car_commute", "form": "categorical", "scenario": "fitted", "sample": "diagnostic_2025", "dimension": "band", "group": "D4", "rows": 3484, "observed": 7521.0, "baseExpected": 7786.046072650798, "expected": 8083.252352313844, "baseDeviance": 6339.3331108898055, "featureDeviance": 6046.816582398871, "gain": 0.04614310738592442, "oe": 0.9304423111134346 }, { "feature": "car_commute", "form": "categorical", "scenario": "fitted", "sample": "diagnostic_2025", "dimension": "band", "group": "D5", "rows": 3487, "observed": 6819.0, "baseExpected": 7452.208195856239, "expected": 7274.896044886336, "baseDeviance": 6171.201033649733, "featureDeviance": 5941.97068848257, "gain": 0.037145175455675195, "oe": 0.9373329815198124 }, { "feature": "car_commute", "form": "categorical", "scenario": "fitted", "sample": "diagnostic_2025", "dimension": "band", "group": "D6", "rows": 3474, "observed": 6421.0, "baseExpected": 7316.285163479251, "expected": 7010.781465905032, "baseDeviance": 6042.269218898905, "featureDeviance": 5741.358513903919, "gain": 0.049800943005618326, "oe": 0.9158750748724278 }, { "feature": "car_commute", "form": "categorical", "scenario": "fitted", "sample": "diagnostic_2025", "dimension": "band", "group": "D7", "rows": 3451, "observed": 6747.0, "baseExpected": 7958.068754445775, "expected": 7139.81427166404, "baseDeviance": 6665.915521578146, "featureDeviance": 6176.103737037321, "gain": 0.07348004680756337, "oe": 0.9449825644312609 }, { "feature": "car_commute", "form": "categorical", "scenario": "fitted", "sample": "diagnostic_2025", "dimension": "band", "group": "D8", "rows": 3475, "observed": 7768.0, "baseExpected": 9284.512206409476, "expected": 8384.834224331269, "baseDeviance": 6916.749225399905, "featureDeviance": 6364.865395874028, "gain": 0.07978948080107229, "oe": 0.9264345355163579 }, { "feature": "car_commute", "form": "categorical", "scenario": "fitted", "sample": "diagnostic_2025", "dimension": "band", "group": "D9", "rows": 3448, "observed": 8989.0, "baseExpected": 10513.621795282892, "expected": 9501.00365904785, "baseDeviance": 6903.582974244267, "featureDeviance": 6337.52844787101, "gain": 0.08199431056091888, "oe": 0.9461105713226132 }, { "feature": "car_commute", "form": "categorical", "scenario": "fitted", "sample": "diagnostic_2025", "dimension": "band", "group": "D10", "rows": 3495, "observed": 10619.0, "baseExpected": 11931.511029013873, "expected": 10827.392156100446, "baseDeviance": 7758.326224158684, "featureDeviance": 7187.790320454894, "gain": 0.07353852973173469, "oe": 0.9807532457404313 }, { "feature": "car_commute", "form": "categorical", "scenario": "benchmark", "sample": "temporal_2023", "dimension": "year", "group": "2023", "rows": 33108, "observed": 92703.0, "baseExpected": 97285.25165385114, "expected": 97201.41209519157, "baseDeviance": 72256.19871382597, "featureDeviance": 68143.52735783509, "gain": 0.056917903642832224, "oe": 0.9537207125058412 }, { "feature": "car_commute", "form": "categorical", "scenario": "benchmark", "sample": "temporal_2023", "dimension": "region", "group": "East Midlands", "rows": 2847, "observed": 7798.0, "baseExpected": 7884.19601278298, "expected": 7867.797988472862, "baseDeviance": 6185.048702903048, "featureDeviance": 5751.313943092131, "gain": 0.07012632893372972, "oe": 0.9911286501540681 }, { "feature": "car_commute", "form": "categorical", "scenario": "benchmark", "sample": "temporal_2023", "dimension": "region", "group": "East of England", "rows": 3758, "observed": 9557.0, "baseExpected": 10364.793817696067, "expected": 10338.144593211775, "baseDeviance": 7838.621399369718, "featureDeviance": 7324.799544685953, "gain": 0.06555002831557599, "oe": 0.9244405428683315 }, { "feature": "car_commute", "form": "categorical", "scenario": "benchmark", "sample": "temporal_2023", "dimension": "region", "group": "London", "rows": 4992, "observed": 22068.0, "baseExpected": 22694.582436395896, "expected": 22714.583242038512, "baseDeviance": 15242.735044335379, "featureDeviance": 14576.362412085455, "gain": 0.0437173926012423, "oe": 0.9715344439671751 }, { "feature": "car_commute", "form": "categorical", "scenario": "benchmark", "sample": "temporal_2023", "dimension": "region", "group": "North East", "rows": 1682, "observed": 3016.0, "baseExpected": 3212.6889407940635, "expected": 3210.965498876163, "baseDeviance": 2871.657747148302, "featureDeviance": 2711.3569400685947, "gain": 0.05582169645351853, "oe": 0.9392813473254692 }, { "feature": "car_commute", "form": "categorical", "scenario": "benchmark", "sample": "temporal_2023", "dimension": "region", "group": "North West", "rows": 4567, "observed": 9632.0, "baseExpected": 10474.953796991911, "expected": 10471.08800910797, "baseDeviance": 8421.778376439455, "featureDeviance": 8019.882797828179, "gain": 0.04772098726031648, "oe": 0.9198662060353122 }, { "feature": "car_commute", "form": "categorical", "scenario": "benchmark", "sample": "temporal_2023", "dimension": "region", "group": "South East", "rows": 5237, "observed": 15452.0, "baseExpected": 16599.018246227733, "expected": 16578.20257772932, "baseDeviance": 11766.636939366736, "featureDeviance": 11183.182467769817, "gain": 0.04958549113085153, "oe": 0.9320672689063272 }, { "feature": "car_commute", "form": "categorical", "scenario": "benchmark", "sample": "temporal_2023", "dimension": "region", "group": "South West", "rows": 2368, "observed": 6535.0, "baseExpected": 6659.0437308300625, "expected": 6650.574269388319, "baseDeviance": 4414.01910928086, "featureDeviance": 4199.876965318981, "gain": 0.04851409535396578, "oe": 0.9826219113257194 }, { "feature": "car_commute", "form": "categorical", "scenario": "benchmark", "sample": "temporal_2023", "dimension": "region", "group": "Wales", "rows": 1916, "observed": 3197.0, "baseExpected": 3326.4278504425965, "expected": 3328.7805373623733, "baseDeviance": 3754.880139997911, "featureDeviance": 3529.256374052601, "gain": 0.06008814064180368, "oe": 0.960411767647863 }, { "feature": "car_commute", "form": "categorical", "scenario": "benchmark", "sample": "temporal_2023", "dimension": "region", "group": "West Midlands", "rows": 2877, "observed": 6971.0, "baseExpected": 7549.759917480023, "expected": 7538.874491964167, "baseDeviance": 5900.106108501499, "featureDeviance": 5348.211988144085, "gain": 0.09353969406790608, "oe": 0.9246738365827054 }, { "feature": "car_commute", "form": "categorical", "scenario": "benchmark", "sample": "temporal_2023", "dimension": "region", "group": "Yorkshire and The Humber", "rows": 2864, "observed": 8477.0, "baseExpected": 8519.786904209808, "expected": 8502.40088704011, "baseDeviance": 5860.715146483051, "featureDeviance": 5499.283924789305, "gain": 0.061670156740280535, "oe": 0.9970125041882196 }, { "feature": "car_commute", "form": "categorical", "scenario": "benchmark", "sample": "temporal_2023", "dimension": "urbanRural", "group": "Rural", "rows": 5651, "observed": 19641.0, "baseExpected": 20680.659242275542, "expected": 20631.42863070912, "baseDeviance": 13282.183567808634, "featureDeviance": 12861.812325812225, "gain": 0.03164925705553723, "oe": 0.9519941808956989 }, { "feature": "car_commute", "form": "categorical", "scenario": "benchmark", "sample": "temporal_2023", "dimension": "urbanRural", "group": "Urban", "rows": 27457, "observed": 73062.0, "baseExpected": 76604.59241157559, "expected": 76569.98346448246, "baseDeviance": 58974.01514601732, "featureDeviance": 55281.715032022876, "gain": 0.06260893216872643, "oe": 0.9541859184792738 }, { "feature": "car_commute", "form": "categorical", "scenario": "benchmark", "sample": "temporal_2023", "dimension": "betterObserved", "group": "False", "rows": 32750, "observed": 91351.0, "baseExpected": 95904.25882172605, "expected": 95788.6163553246, "baseDeviance": 71347.77952043331, "featureDeviance": 67272.71921402452, "gain": 0.05711544681277336, "oe": 0.9536728212164229 }, { "feature": "car_commute", "form": "categorical", "scenario": "benchmark", "sample": "temporal_2023", "dimension": "betterObserved", "group": "True", "rows": 358, "observed": 1352.0, "baseExpected": 1380.9928321250966, "expected": 1412.7957398669694, "baseDeviance": 908.4191933926643, "featureDeviance": 870.8081438105696, "gain": 0.04140274650255793, "oe": 0.9569677780365519 }, { "feature": "car_commute", "form": "categorical", "scenario": "benchmark", "sample": "temporal_2023", "dimension": "band", "group": "D1", "rows": 3493, "observed": 18649.0, "baseExpected": 16849.478011653904, "expected": 19038.689023949606, "baseDeviance": 11638.872605838962, "featureDeviance": 11479.589426472703, "gain": 0.013685447444999999, "oe": 0.9795317301806128 }, { "feature": "car_commute", "form": "categorical", "scenario": "benchmark", "sample": "temporal_2023", "dimension": "band", "group": "D2", "rows": 3355, "observed": 12261.0, "baseExpected": 11583.88160587584, "expected": 12770.687123138301, "baseDeviance": 8633.48733731831, "featureDeviance": 7889.194641484546, "gain": 0.08620997133065267, "oe": 0.9600892952568828 }, { "feature": "car_commute", "form": "categorical", "scenario": "benchmark", "sample": "temporal_2023", "dimension": "band", "group": "D3", "rows": 3351, "observed": 8970.0, "baseExpected": 8790.469206427293, "expected": 9525.092595829543, "baseDeviance": 7300.9580023217095, "featureDeviance": 6907.845047478329, "gain": 0.05384402358133955, "oe": 0.9417231286473179 }, { "feature": "car_commute", "form": "categorical", "scenario": "benchmark", "sample": "temporal_2023", "dimension": "band", "group": "D4", "rows": 3310, "observed": 7376.0, "baseExpected": 7528.2090588334095, "expected": 7875.596526864095, "baseDeviance": 6122.751975912447, "featureDeviance": 5888.224275749879, "gain": 0.03830429536999458, "oe": 0.936563976435316 }, { "feature": "car_commute", "form": "categorical", "scenario": "benchmark", "sample": "temporal_2023", "dimension": "band", "group": "D5", "rows": 3312, "observed": 6731.0, "baseExpected": 7204.523045867722, "expected": 6947.782946954478, "baseDeviance": 5874.088024384707, "featureDeviance": 5680.984525816699, "gain": 0.032873783601197415, "oe": 0.9687982557011942 }, { "feature": "car_commute", "form": "categorical", "scenario": "benchmark", "sample": "temporal_2023", "dimension": "band", "group": "D6", "rows": 3310, "observed": 6444.0, "baseExpected": 7169.44433127885, "expected": 6816.675320866138, "baseDeviance": 5870.66277452859, "featureDeviance": 5589.97867298631, "gain": 0.04781131404108263, "oe": 0.9453288731934522 }, { "feature": "car_commute", "form": "categorical", "scenario": "benchmark", "sample": "temporal_2023", "dimension": "band", "group": "D7", "rows": 3269, "observed": 6563.0, "baseExpected": 7840.92598252397, "expected": 6972.151755718104, "baseDeviance": 6240.191150841576, "featureDeviance": 5849.8600665073645, "gain": 0.06255114224851432, "oe": 0.9413162865563641 }, { "feature": "car_commute", "form": "categorical", "scenario": "benchmark", "sample": "temporal_2023", "dimension": "band", "group": "D8", "rows": 3279, "observed": 7639.0, "baseExpected": 8982.934218556471, "expected": 7924.164838533477, "baseDeviance": 6469.272201172278, "featureDeviance": 5918.268065592728, "gain": 0.08517250757816375, "oe": 0.9640132626788903 }, { "feature": "car_commute", "form": "categorical", "scenario": "benchmark", "sample": "temporal_2023", "dimension": "band", "group": "D9", "rows": 3213, "observed": 8631.0, "baseExpected": 10165.148292664684, "expected": 9111.687679147659, "baseDeviance": 6892.929544730795, "featureDeviance": 6309.31228472926, "gain": 0.08466897220031411, "oe": 0.9472449346296488 }, { "feature": "car_commute", "form": "categorical", "scenario": "benchmark", "sample": "temporal_2023", "dimension": "band", "group": "D10", "rows": 3216, "observed": 9439.0, "baseExpected": 11170.237900168988, "expected": 10218.884284190173, "baseDeviance": 7212.985096776583, "featureDeviance": 6630.270351017279, "gain": 0.08078690555172707, "oe": 0.9236820515330869 }, { "feature": "car_commute", "form": "categorical", "scenario": "benchmark", "sample": "diagnostic_2024", "dimension": "year", "group": "2024", "rows": 34844, "observed": 92494.0, "baseExpected": 98847.55877588826, "expected": 98832.5152529891, "baseDeviance": 73564.52719010701, "featureDeviance": 69565.05897161277, "gain": 0.0543668038286812, "oe": 0.9358660938987141 }, { "feature": "car_commute", "form": "categorical", "scenario": "benchmark", "sample": "diagnostic_2024", "dimension": "region", "group": "East Midlands", "rows": 2847, "observed": 7723.0, "baseExpected": 7725.395537454914, "expected": 7728.461296689948, "baseDeviance": 6229.002253749507, "featureDeviance": 5781.469096257077, "gain": 0.07184668414962292, "oe": 0.9992933526506387 }, { "feature": "car_commute", "form": "categorical", "scenario": "benchmark", "sample": "diagnostic_2024", "dimension": "region", "group": "East of England", "rows": 3758, "observed": 9589.0, "baseExpected": 9721.79506873768, "expected": 9730.875010797787, "baseDeviance": 7502.302034733395, "featureDeviance": 7066.011165435337, "gain": 0.05815426615433006, "oe": 0.9854201178578128 }, { "feature": "car_commute", "form": "categorical", "scenario": "benchmark", "sample": "diagnostic_2024", "dimension": "region", "group": "London", "rows": 4992, "observed": 20028.0, "baseExpected": 22232.659513427083, "expected": 22240.670681893145, "baseDeviance": 13970.618858034079, "featureDeviance": 13436.362697889788, "gain": 0.03824140974521373, "oe": 0.9005124119887916 }, { "feature": "car_commute", "form": "categorical", "scenario": "benchmark", "sample": "diagnostic_2024", "dimension": "region", "group": "North East", "rows": 1682, "observed": 2848.0, "baseExpected": 3155.663594108255, "expected": 3156.6072241828665, "baseDeviance": 2813.432067361829, "featureDeviance": 2670.6704585751304, "gain": 0.05074286685036866, "oe": 0.9022345188154494 }, { "feature": "car_commute", "form": "categorical", "scenario": "benchmark", "sample": "diagnostic_2024", "dimension": "region", "group": "North West", "rows": 4567, "observed": 9491.0, "baseExpected": 9977.708033976964, "expected": 9984.255874316481, "baseDeviance": 8313.724095499445, "featureDeviance": 7948.3613608765045, "gain": 0.04394694007475253, "oe": 0.9505966312837261 }, { "feature": "car_commute", "form": "categorical", "scenario": "benchmark", "sample": "diagnostic_2024", "dimension": "region", "group": "South East", "rows": 5237, "observed": 14444.0, "baseExpected": 15860.287220475113, "expected": 15847.594436049902, "baseDeviance": 11496.35565612281, "featureDeviance": 10931.902461093605, "gain": 0.04909844579561051, "oe": 0.9114317039274413 }, { "feature": "car_commute", "form": "categorical", "scenario": "benchmark", "sample": "diagnostic_2024", "dimension": "region", "group": "South West", "rows": 3407, "observed": 8856.0, "baseExpected": 9584.227365418928, "expected": 9635.01661266923, "baseDeviance": 6259.96674049389, "featureDeviance": 5923.268337838681, "gain": 0.053785973091071804, "oe": 0.9191473513761369 }, { "feature": "car_commute", "form": "categorical", "scenario": "benchmark", "sample": "diagnostic_2024", "dimension": "region", "group": "Wales", "rows": 1916, "observed": 2878.0, "baseExpected": 3235.0726079024716, "expected": 3234.7359987419086, "baseDeviance": 3725.3811659202515, "featureDeviance": 3563.501110286835, "gain": 0.043453286636624955, "oe": 0.889717121001326 }, { "feature": "car_commute", "form": "categorical", "scenario": "benchmark", "sample": "diagnostic_2024", "dimension": "region", "group": "West Midlands", "rows": 3574, "observed": 8596.0, "baseExpected": 8951.314403528482, "expected": 8866.703956781936, "baseDeviance": 7359.243276290821, "featureDeviance": 6727.631879296581, "gain": 0.08582559011591506, "oe": 0.9694696069586398 }, { "feature": "car_commute", "form": "categorical", "scenario": "benchmark", "sample": "diagnostic_2024", "dimension": "region", "group": "Yorkshire and The Humber", "rows": 2864, "observed": 8041.0, "baseExpected": 8403.435430858364, "expected": 8407.594160865892, "baseDeviance": 5894.50104190098, "featureDeviance": 5515.880404063238, "gain": 0.06423285620722152, "oe": 0.9563972577824645 }, { "feature": "car_commute", "form": "categorical", "scenario": "benchmark", "sample": "diagnostic_2024", "dimension": "urbanRural", "group": "Rural", "rows": 6000, "observed": 20598.0, "baseExpected": 21353.767002565757, "expected": 21356.22839198313, "baseDeviance": 14016.217973126666, "featureDeviance": 13672.006031218096, "gain": 0.024558118500192294, "oe": 0.964496147069313 }, { "feature": "car_commute", "form": "categorical", "scenario": "benchmark", "sample": "diagnostic_2024", "dimension": "urbanRural", "group": "Urban", "rows": 28844, "observed": 71896.0, "baseExpected": 77493.7917733225, "expected": 77476.28686100597, "baseDeviance": 59548.30921698034, "featureDeviance": 55893.05294039468, "gain": 0.0613830405035809, "oe": 0.9279742604209064 }, { "feature": "car_commute", "form": "categorical", "scenario": "benchmark", "sample": "diagnostic_2024", "dimension": "betterObserved", "group": "False", "rows": 34412, "observed": 91098.0, "baseExpected": 97380.68202944066, "expected": 97354.9966367261, "baseDeviance": 72668.4189822871, "featureDeviance": 68726.305436948, "gain": 0.05424796081362371, "oe": 0.9357300924155575 }, { "feature": "car_commute", "form": "categorical", "scenario": "benchmark", "sample": "diagnostic_2024", "dimension": "betterObserved", "group": "True", "rows": 432, "observed": 1396.0, "baseExpected": 1466.8767464475823, "expected": 1477.5186162630102, "baseDeviance": 896.1082078199147, "featureDeviance": 838.7535346647705, "gain": 0.06400418236842031, "oe": 0.944827350826083 }, { "feature": "car_commute", "form": "categorical", "scenario": "benchmark", "sample": "diagnostic_2024", "dimension": "band", "group": "D1", "rows": 3551, "observed": 16897.0, "baseExpected": 16741.875771915657, "expected": 19040.60154630598, "baseDeviance": 10381.419038891927, "featureDeviance": 10433.28434061883, "gain": -0.004995974204740072, "oe": 0.8874194420227308 }, { "feature": "car_commute", "form": "categorical", "scenario": "benchmark", "sample": "diagnostic_2024", "dimension": "band", "group": "D2", "rows": 3494, "observed": 12148.0, "baseExpected": 11758.622747051795, "expected": 13008.371280314823, "baseDeviance": 8726.348323775059, "featureDeviance": 8075.729589806784, "gain": 0.07455796053839092, "oe": 0.9338601842017842 }, { "feature": "car_commute", "form": "categorical", "scenario": "benchmark", "sample": "diagnostic_2024", "dimension": "band", "group": "D3", "rows": 3485, "observed": 9068.0, "baseExpected": 8861.52027724628, "expected": 9542.109045289864, "baseDeviance": 7457.5251876829725, "featureDeviance": 6983.203272444984, "gain": 0.06360312614450037, "oe": 0.9503140193599138 }, { "feature": "car_commute", "form": "categorical", "scenario": "benchmark", "sample": "diagnostic_2024", "dimension": "band", "group": "D4", "rows": 3484, "observed": 7479.0, "baseExpected": 7691.077355705854, "expected": 7982.282910193315, "baseDeviance": 6392.880148227701, "featureDeviance": 6164.70261563586, "gain": 0.03569244648753489, "oe": 0.9369500034193694 }, { "feature": "car_commute", "form": "categorical", "scenario": "benchmark", "sample": "diagnostic_2024", "dimension": "band", "group": "D5", "rows": 3487, "observed": 6674.0, "baseExpected": 7363.1258139870815, "expected": 7169.11738970269, "baseDeviance": 6152.27689507577, "featureDeviance": 5960.780024993356, "gain": 0.03112617870559209, "oe": 0.9309374693161185 }, { "feature": "car_commute", "form": "categorical", "scenario": "benchmark", "sample": "diagnostic_2024", "dimension": "band", "group": "D6", "rows": 3474, "observed": 6524.0, "baseExpected": 7240.036393434824, "expected": 6888.109033381086, "baseDeviance": 6196.055393582474, "featureDeviance": 5936.323116379715, "gain": 0.04191897275027179, "oe": 0.9471394788298871 }, { "feature": "car_commute", "form": "categorical", "scenario": "benchmark", "sample": "diagnostic_2024", "dimension": "band", "group": "D7", "rows": 3451, "observed": 6615.0, "baseExpected": 7894.190163055901, "expected": 6999.5474448200885, "baseDeviance": 6403.367238260009, "featureDeviance": 5938.828479976659, "gain": 0.07254601227737478, "oe": 0.9450610988993771 }, { "feature": "car_commute", "form": "categorical", "scenario": "benchmark", "sample": "diagnostic_2024", "dimension": "band", "group": "D8", "rows": 3475, "observed": 7805.0, "baseExpected": 9211.89349969989, "expected": 8229.451622665314, "baseDeviance": 6691.653069749667, "featureDeviance": 6162.968816975026, "gain": 0.07900652458577306, "oe": 0.9484228546290616 }, { "feature": "car_commute", "form": "categorical", "scenario": "benchmark", "sample": "diagnostic_2024", "dimension": "band", "group": "D9", "rows": 3448, "observed": 8824.0, "baseExpected": 10381.720612869392, "expected": 9338.739875165724, "baseDeviance": 7117.533804903165, "featureDeviance": 6476.985065889172, "gain": 0.08999588292404437, "oe": 0.9448812278694518 }, { "feature": "car_commute", "form": "categorical", "scenario": "benchmark", "sample": "diagnostic_2024", "dimension": "band", "group": "D10", "rows": 3495, "observed": 10460.0, "baseExpected": 11703.49614092158, "expected": 10634.185105150209, "baseDeviance": 8045.468089958263, "featureDeviance": 7432.253648892389, "gain": 0.07621861577342415, "oe": 0.9836202677094787 }, { "feature": "car_commute", "form": "categorical", "scenario": "benchmark", "sample": "diagnostic_2025", "dimension": "year", "group": "2025", "rows": 34843, "observed": 92791.0, "baseExpected": 100248.78404676483, "expected": 100213.5026067277, "baseDeviance": 73149.12509223106, "featureDeviance": 69053.32555233038, "gain": 0.055992461081884826, "oe": 0.925933108676421 }, { "feature": "car_commute", "form": "categorical", "scenario": "benchmark", "sample": "diagnostic_2025", "dimension": "region", "group": "East Midlands", "rows": 2847, "observed": 7956.0, "baseExpected": 7837.432697049184, "expected": 7844.405027574729, "baseDeviance": 6165.000965113714, "featureDeviance": 5665.175026615527, "gain": 0.08107475429875588, "oe": 1.014226059469519 }, { "feature": "car_commute", "form": "categorical", "scenario": "benchmark", "sample": "diagnostic_2025", "dimension": "region", "group": "East of England", "rows": 3758, "observed": 9709.0, "baseExpected": 9984.269692976137, "expected": 9982.25699188928, "baseDeviance": 7599.368151506781, "featureDeviance": 7097.029269763296, "gain": 0.06610271692704917, "oe": 0.9726257306227133 }, { "feature": "car_commute", "form": "categorical", "scenario": "benchmark", "sample": "diagnostic_2025", "dimension": "region", "group": "London", "rows": 4992, "observed": 19860.0, "baseExpected": 22340.67139931229, "expected": 22342.91554045545, "baseDeviance": 13354.257096891415, "featureDeviance": 12922.581761138437, "gain": 0.032324923252635474, "oe": 0.8888723570583377 }, { "feature": "car_commute", "form": "categorical", "scenario": "benchmark", "sample": "diagnostic_2025", "dimension": "region", "group": "North East", "rows": 1682, "observed": 2764.0, "baseExpected": 3249.027340110273, "expected": 3247.598538216378, "baseDeviance": 2827.406150587646, "featureDeviance": 2695.85151712736, "gain": 0.046528382005869284, "oe": 0.8510904188046665 }, { "feature": "car_commute", "form": "categorical", "scenario": "benchmark", "sample": "diagnostic_2025", "dimension": "region", "group": "North West", "rows": 4567, "observed": 9449.0, "baseExpected": 10145.201295843832, "expected": 10153.543031592315, "baseDeviance": 8106.903625411727, "featureDeviance": 7733.345319545238, "gain": 0.046079036229756176, "oe": 0.9306111148197078 }, { "feature": "car_commute", "form": "categorical", "scenario": "benchmark", "sample": "diagnostic_2025", "dimension": "region", "group": "South East", "rows": 5237, "observed": 14543.0, "baseExpected": 16095.05127226237, "expected": 16083.16652024707, "baseDeviance": 11456.300519098528, "featureDeviance": 10909.29200470902, "gain": 0.047747395721472574, "oe": 0.9042373578419302 }, { "feature": "car_commute", "form": "categorical", "scenario": "benchmark", "sample": "diagnostic_2025", "dimension": "region", "group": "South West", "rows": 3406, "observed": 8809.0, "baseExpected": 9732.661295447084, "expected": 9777.686894999906, "baseDeviance": 6524.346832896719, "featureDeviance": 6119.65561444095, "gain": 0.062027851802000544, "oe": 0.9009288285253569 }, { "feature": "car_commute", "form": "categorical", "scenario": "benchmark", "sample": "diagnostic_2025", "dimension": "region", "group": "Wales", "rows": 1916, "observed": 2951.0, "baseExpected": 3307.253404271201, "expected": 3304.4505107947725, "baseDeviance": 3920.0542778338954, "featureDeviance": 3714.7906805135362, "gain": 0.05236243755119163, "oe": 0.8930380377493498 }, { "feature": "car_commute", "form": "categorical", "scenario": "benchmark", "sample": "diagnostic_2025", "dimension": "region", "group": "West Midlands", "rows": 3574, "observed": 8774.0, "baseExpected": 9008.166662714577, "expected": 8927.945519548757, "baseDeviance": 7235.898966811143, "featureDeviance": 6629.358021410356, "gain": 0.08382385494640054, "oe": 0.9827568930375218 }, { "feature": "car_commute", "form": "categorical", "scenario": "benchmark", "sample": "diagnostic_2025", "dimension": "region", "group": "Yorkshire and The Humber", "rows": 2864, "observed": 7976.0, "baseExpected": 8549.0489867779, "expected": 8549.534031409046, "baseDeviance": 5959.588506079483, "featureDeviance": 5566.246337066659, "gain": 0.06600156514356115, "oe": 0.9329163403172602 }, { "feature": "car_commute", "form": "categorical", "scenario": "benchmark", "sample": "diagnostic_2025", "dimension": "urbanRural", "group": "Rural", "rows": 5999, "observed": 20915.0, "baseExpected": 21825.973290456146, "expected": 21827.651622967038, "baseDeviance": 13875.92813529358, "featureDeviance": 13451.13105643628, "gain": 0.030613957835139316, "oe": 0.9581882816011803 }, { "feature": "car_commute", "form": "categorical", "scenario": "benchmark", "sample": "diagnostic_2025", "dimension": "urbanRural", "group": "Urban", "rows": 28844, "observed": 71876.0, "baseExpected": 78422.8107563087, "expected": 78385.85098376067, "baseDeviance": 59273.19695693748, "featureDeviance": 55602.1944958941, "gain": 0.061933599831141106, "oe": 0.9169511984361907 }, { "feature": "car_commute", "form": "categorical", "scenario": "benchmark", "sample": "diagnostic_2025", "dimension": "betterObserved", "group": "False", "rows": 34462, "observed": 91626.0, "baseExpected": 98939.29506374158, "expected": 98909.89211931877, "baseDeviance": 72469.14530638263, "featureDeviance": 68430.08768719979, "gain": 0.05573485932677491, "oe": 0.9263583048848953 }, { "feature": "car_commute", "form": "categorical", "scenario": "benchmark", "sample": "diagnostic_2025", "dimension": "betterObserved", "group": "True", "rows": 381, "observed": 1165.0, "baseExpected": 1309.4889830232694, "expected": 1303.6104874089292, "baseDeviance": 679.979785848423, "featureDeviance": 623.2378651305894, "gain": 0.08344648164362078, "oe": 0.893671853097444 }, { "feature": "car_commute", "form": "categorical", "scenario": "benchmark", "sample": "diagnostic_2025", "dimension": "band", "group": "D1", "rows": 3550, "observed": 16868.0, "baseExpected": 16713.817885201628, "expected": 19033.821200253253, "baseDeviance": 9691.686518534301, "featureDeviance": 9867.807431616071, "gain": -0.018172369973477487, "oe": 0.8862119604115838 }, { "feature": "car_commute", "form": "categorical", "scenario": "benchmark", "sample": "diagnostic_2025", "dimension": "band", "group": "D2", "rows": 3494, "observed": 12200.0, "baseExpected": 11910.035787511748, "expected": 13176.732962436106, "baseDeviance": 8606.688802598803, "featureDeviance": 7940.080020802216, "gain": 0.07745240906064865, "oe": 0.9258744208279434 }, { "feature": "car_commute", "form": "categorical", "scenario": "benchmark", "sample": "diagnostic_2025", "dimension": "band", "group": "D3", "rows": 3485, "observed": 8839.0, "baseExpected": 8994.378625768215, "expected": 9678.859003246054, "baseDeviance": 7184.993920536257, "featureDeviance": 6788.522453828439, "gain": 0.05518048742875303, "oe": 0.9132274782632555 }, { "feature": "car_commute", "form": "categorical", "scenario": "benchmark", "sample": "diagnostic_2025", "dimension": "band", "group": "D4", "rows": 3484, "observed": 7521.0, "baseExpected": 7803.660039255776, "expected": 8105.811649666385, "baseDeviance": 6473.277242548078, "featureDeviance": 6177.77013214266, "gain": 0.045650309624170715, "oe": 0.9278527956308417 }, { "feature": "car_commute", "form": "categorical", "scenario": "benchmark", "sample": "diagnostic_2025", "dimension": "band", "group": "D5", "rows": 3487, "observed": 6819.0, "baseExpected": 7488.233733778428, "expected": 7290.3603983859075, "baseDeviance": 6296.487569133167, "featureDeviance": 6057.851099072859, "gain": 0.03789993507335088, "oe": 0.9353447055250839 }, { "feature": "car_commute", "form": "categorical", "scenario": "benchmark", "sample": "diagnostic_2025", "dimension": "band", "group": "D6", "rows": 3474, "observed": 6421.0, "baseExpected": 7375.760694468667, "expected": 7016.967827017978, "baseDeviance": 6164.269412443336, "featureDeviance": 5839.35657052856, "gain": 0.05270905928590641, "oe": 0.9150676130046832 }, { "feature": "car_commute", "form": "categorical", "scenario": "benchmark", "sample": "diagnostic_2025", "dimension": "band", "group": "D7", "rows": 3451, "observed": 6747.0, "baseExpected": 8061.749405314724, "expected": 7149.261701807047, "baseDeviance": 6747.109766860069, "featureDeviance": 6211.004837831871, "gain": 0.07945697454951695, "oe": 0.9437338121633775 }, { "feature": "car_commute", "form": "categorical", "scenario": "benchmark", "sample": "diagnostic_2025", "dimension": "band", "group": "D8", "rows": 3475, "observed": 7768.0, "baseExpected": 9404.986634255642, "expected": 8403.241838708755, "baseDeviance": 7087.738295449206, "featureDeviance": 6476.1042701583465, "gain": 0.0862946683123964, "oe": 0.924405146144602 }, { "feature": "car_commute", "form": "categorical", "scenario": "benchmark", "sample": "diagnostic_2025", "dimension": "band", "group": "D9", "rows": 3448, "observed": 8989.0, "baseExpected": 10575.83658736926, "expected": 9521.336202031463, "baseDeviance": 7051.213639031359, "featureDeviance": 6438.780639469466, "gain": 0.0868549771590843, "oe": 0.9440901790740375 }, { "feature": "car_commute", "form": "categorical", "scenario": "benchmark", "sample": "diagnostic_2025", "dimension": "band", "group": "D10", "rows": 3495, "observed": 10619.0, "baseExpected": 11920.32465384076, "expected": 10837.109823174756, "baseDeviance": 7845.659925096474, "featureDeviance": 7256.048096879893, "gain": 0.07515133638797511, "oe": 0.9798738015270144 }, { "feature": "car_commute", "form": "categorical", "scenario": "length", "sample": "temporal_2023", "dimension": "year", "group": "2023", "rows": 33108, "observed": 92703.0, "baseExpected": 97140.95635029627, "expected": 97059.33014734327, "baseDeviance": 73771.73481377443, "featureDeviance": 69669.73928725466, "gain": 0.055603891339611744, "oe": 0.9551168327585814 }, { "feature": "car_commute", "form": "categorical", "scenario": "length", "sample": "temporal_2023", "dimension": "region", "group": "East Midlands", "rows": 2847, "observed": 7798.0, "baseExpected": 7860.6023932113385, "expected": 7845.067628873769, "baseDeviance": 6435.90175028586, "featureDeviance": 6045.605864468439, "gain": 0.060643543198913075, "oe": 0.9940003539675635 }, { "feature": "car_commute", "form": "categorical", "scenario": "length", "sample": "temporal_2023", "dimension": "region", "group": "East of England", "rows": 3758, "observed": 9557.0, "baseExpected": 10326.534862802288, "expected": 10300.662099073013, "baseDeviance": 7960.318523713979, "featureDeviance": 7437.075804022274, "gain": 0.06573137973473708, "oe": 0.9278044370429414 }, { "feature": "car_commute", "form": "categorical", "scenario": "length", "sample": "temporal_2023", "dimension": "region", "group": "London", "rows": 4992, "observed": 22068.0, "baseExpected": 22711.671875341963, "expected": 22731.321954475097, "baseDeviance": 15368.053686248877, "featureDeviance": 14719.459271938435, "gain": 0.04220407005024951, "oe": 0.9708190330591614 }, { "feature": "car_commute", "form": "categorical", "scenario": "length", "sample": "temporal_2023", "dimension": "region", "group": "North East", "rows": 1682, "observed": 3016.0, "baseExpected": 3211.2853905765587, "expected": 3209.9237450062788, "baseDeviance": 2915.14973903604, "featureDeviance": 2765.3258454238053, "gain": 0.05139492205356744, "oe": 0.9395861832207172 }, { "feature": "car_commute", "form": "categorical", "scenario": "length", "sample": "temporal_2023", "dimension": "region", "group": "North West", "rows": 4567, "observed": 9632.0, "baseExpected": 10455.130755052982, "expected": 10450.993778797305, "baseDeviance": 8693.2650482505, "featureDeviance": 8294.582939040713, "gain": 0.04586103230454486, "oe": 0.9216348419937961 }, { "feature": "car_commute", "form": "categorical", "scenario": "length", "sample": "temporal_2023", "dimension": "region", "group": "South East", "rows": 5237, "observed": 15452.0, "baseExpected": 16569.709308029174, "expected": 16548.215468995917, "baseDeviance": 11989.078005486617, "featureDeviance": 11396.389706294656, "gain": 0.04943568629053263, "oe": 0.93375627293168 }, { "feature": "car_commute", "form": "categorical", "scenario": "length", "sample": "temporal_2023", "dimension": "region", "group": "South West", "rows": 2368, "observed": 6535.0, "baseExpected": 6644.083526062791, "expected": 6635.684629518164, "baseDeviance": 4619.78566022176, "featureDeviance": 4381.572549738291, "gain": 0.05156367156480457, "oe": 0.984826791033697 }, { "feature": "car_commute", "form": "categorical", "scenario": "length", "sample": "temporal_2023", "dimension": "region", "group": "Wales", "rows": 1916, "observed": 3197.0, "baseExpected": 3326.6456448705776, "expected": 3328.717353709201, "baseDeviance": 4001.14300526883, "featureDeviance": 3764.2322501316576, "gain": 0.05921076922899304, "oe": 0.9604299975897841 }, { "feature": "car_commute", "form": "categorical", "scenario": "length", "sample": "temporal_2023", "dimension": "region", "group": "West Midlands", "rows": 2877, "observed": 6971.0, "baseExpected": 7534.077757679059, "expected": 7523.8551741946185, "baseDeviance": 5925.618963531844, "featureDeviance": 5378.862934933677, "gain": 0.09226985939579968, "oe": 0.926519694837986 }, { "feature": "car_commute", "form": "categorical", "scenario": "length", "sample": "temporal_2023", "dimension": "region", "group": "Yorkshire and The Humber", "rows": 2864, "observed": 8477.0, "baseExpected": 8501.21483666953, "expected": 8484.888314699901, "baseDeviance": 5863.4204317301255, "featureDeviance": 5486.632121262715, "gain": 0.0642608379962668, "oe": 0.999070310131692 }, { "feature": "car_commute", "form": "categorical", "scenario": "length", "sample": "temporal_2023", "dimension": "urbanRural", "group": "Rural", "rows": 5651, "observed": 19641.0, "baseExpected": 20572.115116907436, "expected": 20527.145477644215, "baseDeviance": 12762.321616044128, "featureDeviance": 12354.196444882677, "gain": 0.031978912884343624, "oe": 0.9568305550029204 }, { "feature": "car_commute", "form": "categorical", "scenario": "length", "sample": "temporal_2023", "dimension": "urbanRural", "group": "Urban", "rows": 27457, "observed": 73062.0, "baseExpected": 76568.84123338881, "expected": 76532.18466969905, "baseDeviance": 61009.413197730304, "featureDeviance": 57315.542842371986, "gain": 0.06054590860244069, "oe": 0.9546571852786402 }, { "feature": "car_commute", "form": "categorical", "scenario": "length", "sample": "temporal_2023", "dimension": "betterObserved", "group": "False", "rows": 32750, "observed": 91351.0, "baseExpected": 95739.36927412407, "expected": 95628.0642226942, "baseDeviance": 72847.61817416525, "featureDeviance": 68785.23654607331, "gain": 0.055765469481507735, "oe": 0.9552739642127025 }, { "feature": "car_commute", "form": "categorical", "scenario": "length", "sample": "temporal_2023", "dimension": "betterObserved", "group": "True", "rows": 358, "observed": 1352.0, "baseExpected": 1401.5870761721915, "expected": 1431.2659246490562, "baseDeviance": 924.1166396091651, "featureDeviance": 884.5027411813505, "gain": 0.04286677322958754, "oe": 0.9446183107667486 }, { "feature": "car_commute", "form": "categorical", "scenario": "length", "sample": "temporal_2023", "dimension": "band", "group": "D1", "rows": 3493, "observed": 18649.0, "baseExpected": 16852.35786891924, "expected": 19049.60752829837, "baseDeviance": 11808.047274506447, "featureDeviance": 11664.756450206323, "gain": 0.012135014449805692, "oe": 0.9789703001648059 }, { "feature": "car_commute", "form": "categorical", "scenario": "length", "sample": "temporal_2023", "dimension": "band", "group": "D2", "rows": 3355, "observed": 12261.0, "baseExpected": 11588.351977159611, "expected": 12768.942069744102, "baseDeviance": 8930.899788611468, "featureDeviance": 8204.705693488228, "gain": 0.08131253426998153, "oe": 0.9602205048022211 }, { "feature": "car_commute", "form": "categorical", "scenario": "length", "sample": "temporal_2023", "dimension": "band", "group": "D3", "rows": 3351, "observed": 8970.0, "baseExpected": 8817.687857863413, "expected": 9516.355162758227, "baseDeviance": 7612.892394971591, "featureDeviance": 7207.286786630174, "gain": 0.053278778590030273, "oe": 0.9425877709045202 }, { "feature": "car_commute", "form": "categorical", "scenario": "length", "sample": "temporal_2023", "dimension": "band", "group": "D4", "rows": 3310, "observed": 7376.0, "baseExpected": 7531.443059441688, "expected": 7864.599177191631, "baseDeviance": 6326.034392809999, "featureDeviance": 6069.014256644945, "gain": 0.0406289501772511, "oe": 0.9378736072642287 }, { "feature": "car_commute", "form": "categorical", "scenario": "length", "sample": "temporal_2023", "dimension": "band", "group": "D5", "rows": 3312, "observed": 6731.0, "baseExpected": 7187.667781675205, "expected": 6937.2846068122735, "baseDeviance": 6121.384760139886, "featureDeviance": 5908.855904038765, "gain": 0.03471908145441649, "oe": 0.9702643586786527 }, { "feature": "car_commute", "form": "categorical", "scenario": "length", "sample": "temporal_2023", "dimension": "band", "group": "D6", "rows": 3310, "observed": 6444.0, "baseExpected": 7130.370304738045, "expected": 6804.187552101673, "baseDeviance": 6073.154718168118, "featureDeviance": 5768.50982465515, "gain": 0.0501625444518331, "oe": 0.9470638412971997 }, { "feature": "car_commute", "form": "categorical", "scenario": "length", "sample": "temporal_2023", "dimension": "band", "group": "D7", "rows": 3269, "observed": 6563.0, "baseExpected": 7820.795261116736, "expected": 6954.565264228083, "baseDeviance": 6360.4923071592, "featureDeviance": 5969.276129617186, "gain": 0.061507216524996355, "oe": 0.9436966583314472 }, { "feature": "car_commute", "form": "categorical", "scenario": "length", "sample": "temporal_2023", "dimension": "band", "group": "D8", "rows": 3279, "observed": 7639.0, "baseExpected": 8942.710340706395, "expected": 7902.663553442837, "baseDeviance": 6510.0739442789645, "featureDeviance": 5977.819783608369, "gain": 0.08175854302520469, "oe": 0.9666361155754922 }, { "feature": "car_commute", "form": "categorical", "scenario": "length", "sample": "temporal_2023", "dimension": "band", "group": "D9", "rows": 3213, "observed": 8631.0, "baseExpected": 10144.841052446962, "expected": 9082.70580158814, "baseDeviance": 6847.491449673517, "featureDeviance": 6284.990552537589, "gain": 0.08214700248552309, "oe": 0.9502674851023847 }, { "feature": "car_commute", "form": "categorical", "scenario": "length", "sample": "temporal_2023", "dimension": "band", "group": "D10", "rows": 3216, "observed": 9439.0, "baseExpected": 11124.730846228966, "expected": 10178.419431177925, "baseDeviance": 7181.263783455239, "featureDeviance": 6614.523905827937, "gain": 0.07891923966544745, "oe": 0.9273541991290928 }, { "feature": "car_commute", "form": "categorical", "scenario": "length", "sample": "diagnostic_2024", "dimension": "year", "group": "2024", "rows": 34844, "observed": 92494.0, "baseExpected": 98907.15039662909, "expected": 98905.9980202942, "baseDeviance": 75184.10117699776, "featureDeviance": 71217.48713163554, "gain": 0.052758681466764545, "oe": 0.9351707869225632 }, { "feature": "car_commute", "form": "categorical", "scenario": "length", "sample": "diagnostic_2024", "dimension": "region", "group": "East Midlands", "rows": 2847, "observed": 7723.0, "baseExpected": 7729.907620971848, "expected": 7733.0564203579015, "baseDeviance": 6498.049677573425, "featureDeviance": 6094.826406719157, "gain": 0.06205296833077523, "oe": 0.9986995542498013 }, { "feature": "car_commute", "form": "categorical", "scenario": "length", "sample": "diagnostic_2024", "dimension": "region", "group": "East of England", "rows": 3758, "observed": 9589.0, "baseExpected": 9738.612841029453, "expected": 9747.616211136585, "baseDeviance": 7699.508083486971, "featureDeviance": 7252.690205570934, "gain": 0.05803200322294888, "oe": 0.9837276922171632 }, { "feature": "car_commute", "form": "categorical", "scenario": "length", "sample": "diagnostic_2024", "dimension": "region", "group": "London", "rows": 4992, "observed": 20028.0, "baseExpected": 22237.955330768982, "expected": 22244.421686609945, "baseDeviance": 14117.0440109964, "featureDeviance": 13596.651955896465, "gain": 0.03686267852495029, "oe": 0.9003605615000492 }, { "feature": "car_commute", "form": "categorical", "scenario": "length", "sample": "diagnostic_2024", "dimension": "region", "group": "North East", "rows": 1682, "observed": 2848.0, "baseExpected": 3157.378712379224, "expected": 3159.0234521427196, "baseDeviance": 2858.596952525725, "featureDeviance": 2726.8451098761343, "gain": 0.04608968834629901, "oe": 0.9015444307854831 }, { "feature": "car_commute", "form": "categorical", "scenario": "length", "sample": "diagnostic_2024", "dimension": "region", "group": "North West", "rows": 4567, "observed": 9491.0, "baseExpected": 9985.577947752932, "expected": 9991.602525556475, "baseDeviance": 8535.810585164823, "featureDeviance": 8174.540751805818, "gain": 0.04232402180841377, "oe": 0.9498976741442591 }, { "feature": "car_commute", "form": "categorical", "scenario": "length", "sample": "diagnostic_2024", "dimension": "region", "group": "South East", "rows": 5237, "observed": 14444.0, "baseExpected": 15859.936474849657, "expected": 15847.481219550467, "baseDeviance": 11695.912225116677, "featureDeviance": 11122.637075017523, "gain": 0.04901500105892209, "oe": 0.9114382153159429 }, { "feature": "car_commute", "form": "categorical", "scenario": "length", "sample": "diagnostic_2024", "dimension": "region", "group": "South West", "rows": 3407, "observed": 8856.0, "baseExpected": 9674.229560734402, "expected": 9729.878147049636, "baseDeviance": 6535.24332945312, "featureDeviance": 6176.679500010616, "gain": 0.05486617886537204, "oe": 0.9101861160188712 }, { "feature": "car_commute", "form": "categorical", "scenario": "length", "sample": "diagnostic_2024", "dimension": "region", "group": "Wales", "rows": 1916, "observed": 2878.0, "baseExpected": 3236.683632110658, "expected": 3236.5716706451485, "baseDeviance": 3933.377058965719, "featureDeviance": 3761.9943038952815, "gain": 0.043571402512705526, "oe": 0.8892125041143693 }, { "feature": "car_commute", "form": "categorical", "scenario": "length", "sample": "diagnostic_2024", "dimension": "region", "group": "West Midlands", "rows": 3574, "observed": 8596.0, "baseExpected": 8878.763885589866, "expected": 8804.062588098303, "baseDeviance": 7412.089164472862, "featureDeviance": 6805.640983855421, "gain": 0.08181879186292418, "oe": 0.9763674342366023 }, { "feature": "car_commute", "form": "categorical", "scenario": "length", "sample": "diagnostic_2024", "dimension": "region", "group": "Yorkshire and The Humber", "rows": 2864, "observed": 8041.0, "baseExpected": 8408.104390442077, "expected": 8412.284099147008, "baseDeviance": 5898.470089242044, "featureDeviance": 5504.980838988187, "gain": 0.06671039172878479, "oe": 0.9558640560909426 }, { "feature": "car_commute", "form": "categorical", "scenario": "length", "sample": "diagnostic_2024", "dimension": "urbanRural", "group": "Rural", "rows": 6000, "observed": 20598.0, "baseExpected": 21377.658614027794, "expected": 21382.216294980375, "baseDeviance": 13543.818305892672, "featureDeviance": 13210.94311911094, "gain": 0.024577647105388567, "oe": 0.9633239003776949 }, { "feature": "car_commute", "form": "categorical", "scenario": "length", "sample": "diagnostic_2024", "dimension": "urbanRural", "group": "Urban", "rows": 28844, "observed": 71896.0, "baseExpected": 77529.4917826013, "expected": 77523.78172531382, "baseDeviance": 61640.2828711051, "featureDeviance": 58006.544012524595, "gain": 0.058950716793090496, "oe": 0.9274057379546516 }, { "feature": "car_commute", "form": "categorical", "scenario": "length", "sample": "diagnostic_2024", "dimension": "betterObserved", "group": "False", "rows": 34412, "observed": 91098.0, "baseExpected": 97418.7052221887, "expected": 97408.99159388081, "baseDeviance": 74293.0702794226, "featureDeviance": 70386.16638907525, "gain": 0.05258772959110647, "oe": 0.9352114061482876 }, { "feature": "car_commute", "form": "categorical", "scenario": "length", "sample": "diagnostic_2024", "dimension": "betterObserved", "group": "True", "rows": 432, "observed": 1396.0, "baseExpected": 1488.4451744403973, "expected": 1497.0064264133707, "baseDeviance": 891.0308975751738, "featureDeviance": 831.3207425602754, "gain": 0.06701244050839517, "oe": 0.9325277269147276 }, { "feature": "car_commute", "form": "categorical", "scenario": "length", "sample": "diagnostic_2024", "dimension": "band", "group": "D1", "rows": 3551, "observed": 16897.0, "baseExpected": 16757.17937151775, "expected": 19069.787532026297, "baseDeviance": 10563.839300310294, "featureDeviance": 10642.232756012687, "gain": -0.007420924672726814, "oe": 0.8860612616487068 }, { "feature": "car_commute", "form": "categorical", "scenario": "length", "sample": "diagnostic_2024", "dimension": "band", "group": "D2", "rows": 3494, "observed": 12148.0, "baseExpected": 11793.03935833551, "expected": 13037.181765746886, "baseDeviance": 9024.127755377238, "featureDeviance": 8396.876344328939, "gain": 0.06950825919707715, "oe": 0.9317964739831219 }, { "feature": "car_commute", "form": "categorical", "scenario": "length", "sample": "diagnostic_2024", "dimension": "band", "group": "D3", "rows": 3485, "observed": 9068.0, "baseExpected": 8902.092265515963, "expected": 9549.05530992962, "baseDeviance": 7792.96136713188, "featureDeviance": 7307.674754508831, "gain": 0.06227242632946017, "oe": 0.9496227328970027 }, { "feature": "car_commute", "form": "categorical", "scenario": "length", "sample": "diagnostic_2024", "dimension": "band", "group": "D4", "rows": 3484, "observed": 7479.0, "baseExpected": 7703.2165046261935, "expected": 7983.470373715605, "baseDeviance": 6627.829256128152, "featureDeviance": 6378.761487550324, "gain": 0.037579086447879995, "oe": 0.9368106412248364 }, { "feature": "car_commute", "form": "categorical", "scenario": "length", "sample": "diagnostic_2024", "dimension": "band", "group": "D5", "rows": 3487, "observed": 6674.0, "baseExpected": 7353.4113094082295, "expected": 7167.0571332730815, "baseDeviance": 6375.078477181835, "featureDeviance": 6165.54378112383, "gain": 0.032867783009728924, "oe": 0.9312050784436945 }, { "feature": "car_commute", "form": "categorical", "scenario": "length", "sample": "diagnostic_2024", "dimension": "band", "group": "D6", "rows": 3474, "observed": 6524.0, "baseExpected": 7214.550686762588, "expected": 6891.823865238064, "baseDeviance": 6385.203388883801, "featureDeviance": 6104.633108882863, "gain": 0.04394069584210769, "oe": 0.9466289515764694 }, { "feature": "car_commute", "form": "categorical", "scenario": "length", "sample": "diagnostic_2024", "dimension": "band", "group": "D7", "rows": 3451, "observed": 6615.0, "baseExpected": 7886.2148918304065, "expected": 6996.351869236112, "baseDeviance": 6567.545150849181, "featureDeviance": 6103.368243229801, "gain": 0.07067738355165498, "oe": 0.9454927544577958 }, { "feature": "car_commute", "form": "categorical", "scenario": "length", "sample": "diagnostic_2024", "dimension": "band", "group": "D8", "rows": 3475, "observed": 7805.0, "baseExpected": 9180.863650341169, "expected": 8217.674436972116, "baseDeviance": 6670.72164756297, "featureDeviance": 6162.650606323986, "gain": 0.07616432945071228, "oe": 0.9497820897947169 }, { "feature": "car_commute", "form": "categorical", "scenario": "length", "sample": "diagnostic_2024", "dimension": "band", "group": "D9", "rows": 3448, "observed": 8824.0, "baseExpected": 10405.25296687803, "expected": 9348.783142797458, "baseDeviance": 7149.264302649184, "featureDeviance": 6527.561466965712, "gain": 0.0869603933167079, "oe": 0.9438661551154105 }, { "feature": "car_commute", "form": "categorical", "scenario": "length", "sample": "diagnostic_2024", "dimension": "band", "group": "D10", "rows": 3495, "observed": 10460.0, "baseExpected": 11711.329391413263, "expected": 10644.812591358954, "baseDeviance": 8027.530530923231, "featureDeviance": 7428.184582708564, "gain": 0.07466131033770562, "oe": 0.9826382484639534 }, { "feature": "car_commute", "form": "categorical", "scenario": "length", "sample": "diagnostic_2025", "dimension": "year", "group": "2025", "rows": 34843, "observed": 92791.0, "baseExpected": 100313.28989732909, "expected": 100283.37843358601, "baseDeviance": 74708.73022951678, "featureDeviance": 70629.90111976356, "gain": 0.054596418614296205, "oe": 0.925287933547752 }, { "feature": "car_commute", "form": "categorical", "scenario": "length", "sample": "diagnostic_2025", "dimension": "region", "group": "East Midlands", "rows": 2847, "observed": 7956.0, "baseExpected": 7844.350102253024, "expected": 7850.502437105117, "baseDeviance": 6389.655746461271, "featureDeviance": 5933.542733480873, "gain": 0.0713830339346534, "oe": 1.0134383198706178 }, { "feature": "car_commute", "form": "categorical", "scenario": "length", "sample": "diagnostic_2025", "dimension": "region", "group": "East of England", "rows": 3758, "observed": 9709.0, "baseExpected": 9989.634992516721, "expected": 9988.170335732375, "baseDeviance": 7807.923652781615, "featureDeviance": 7296.122750736369, "gain": 0.06554891220829417, "oe": 0.9720499023996766 }, { "feature": "car_commute", "form": "categorical", "scenario": "length", "sample": "diagnostic_2025", "dimension": "region", "group": "London", "rows": 4992, "observed": 19860.0, "baseExpected": 22361.279468176202, "expected": 22362.030443769414, "baseDeviance": 13495.485907701335, "featureDeviance": 13077.393287524766, "gain": 0.030980182783784005, "oe": 0.8881125553396901 }, { "feature": "car_commute", "form": "categorical", "scenario": "length", "sample": "diagnostic_2025", "dimension": "region", "group": "North East", "rows": 1682, "observed": 2764.0, "baseExpected": 3249.477481565189, "expected": 3247.1170966843574, "baseDeviance": 2878.205596495428, "featureDeviance": 2753.930506017371, "gain": 0.04317797541265889, "oe": 0.8512166077479405 }, { "feature": "car_commute", "form": "categorical", "scenario": "length", "sample": "diagnostic_2025", "dimension": "region", "group": "North West", "rows": 4567, "observed": 9449.0, "baseExpected": 10153.779912164715, "expected": 10160.23749336685, "baseDeviance": 8366.25934619256, "featureDeviance": 7994.646305786311, "gain": 0.0444180636804391, "oe": 0.9299979460291962 }, { "feature": "car_commute", "form": "categorical", "scenario": "length", "sample": "diagnostic_2025", "dimension": "region", "group": "South East", "rows": 5237, "observed": 14543.0, "baseExpected": 16098.347607103455, "expected": 16084.038667908459, "baseDeviance": 11659.874819162145, "featureDeviance": 11100.474868752719, "gain": 0.04797649709670071, "oe": 0.904188326096032 }, { "feature": "car_commute", "form": "categorical", "scenario": "length", "sample": "diagnostic_2025", "dimension": "region", "group": "South West", "rows": 3406, "observed": 8809.0, "baseExpected": 9812.729022658377, "expected": 9862.083223261434, "baseDeviance": 6813.232871914974, "featureDeviance": 6385.357150535626, "gain": 0.06280068939711525, "oe": 0.8932189883799039 }, { "feature": "car_commute", "form": "categorical", "scenario": "length", "sample": "diagnostic_2025", "dimension": "region", "group": "Wales", "rows": 1916, "observed": 2951.0, "baseExpected": 3306.3510407904046, "expected": 3303.844198666018, "baseDeviance": 4118.279183350354, "featureDeviance": 3903.8562030727485, "gain": 0.05206615936687564, "oe": 0.8932019255603866 }, { "feature": "car_commute", "form": "categorical", "scenario": "length", "sample": "diagnostic_2025", "dimension": "region", "group": "West Midlands", "rows": 3574, "observed": 8774.0, "baseExpected": 8949.409824024304, "expected": 8877.806489030047, "baseDeviance": 7229.93777650283, "featureDeviance": 6645.21977469066, "gain": 0.08087455520191233, "oe": 0.9883071917417533 }, { "feature": "car_commute", "form": "categorical", "scenario": "length", "sample": "diagnostic_2025", "dimension": "region", "group": "Yorkshire and The Humber", "rows": 2864, "observed": 7976.0, "baseExpected": 8547.930446076694, "expected": 8547.548048061952, "baseDeviance": 5949.875328954268, "featureDeviance": 5539.357539166105, "gain": 0.06899603220094941, "oe": 0.9331330991240765 }, { "feature": "car_commute", "form": "categorical", "scenario": "length", "sample": "diagnostic_2025", "dimension": "urbanRural", "group": "Rural", "rows": 5999, "observed": 20915.0, "baseExpected": 21843.66100895357, "expected": 21844.930603490167, "baseDeviance": 13326.33322586201, "featureDeviance": 12907.123886975714, "gain": 0.0314572157082752, "oe": 0.9574303704429442 }, { "feature": "car_commute", "form": "categorical", "scenario": "length", "sample": "diagnostic_2025", "dimension": "urbanRural", "group": "Urban", "rows": 28844, "observed": 71876.0, "baseExpected": 78469.62888837552, "expected": 78438.44783009586, "baseDeviance": 61382.39700365477, "featureDeviance": 57722.777232787834, "gain": 0.05962002055164184, "oe": 0.9163363374513649 }, { "feature": "car_commute", "form": "categorical", "scenario": "length", "sample": "diagnostic_2025", "dimension": "betterObserved", "group": "False", "rows": 34462, "observed": 91626.0, "baseExpected": 98971.45288545931, "expected": 98950.7867654904, "baseDeviance": 74017.48973007196, "featureDeviance": 70000.54792019582, "gain": 0.054270170800511885, "oe": 0.9259754570436124 }, { "feature": "car_commute", "form": "categorical", "scenario": "length", "sample": "diagnostic_2025", "dimension": "betterObserved", "group": "True", "rows": 381, "observed": 1165.0, "baseExpected": 1341.8370118697667, "expected": 1332.5916680956207, "baseDeviance": 691.2404994448245, "featureDeviance": 629.353199567734, "gain": 0.08953077825560829, "oe": 0.8742362930010492 }, { "feature": "car_commute", "form": "categorical", "scenario": "length", "sample": "diagnostic_2025", "dimension": "band", "group": "D1", "rows": 3550, "observed": 16868.0, "baseExpected": 16737.330087363764, "expected": 19070.1193670442, "baseDeviance": 9876.301733202148, "featureDeviance": 10076.850183613566, "gain": -0.020306027076634647, "oe": 0.88452513984523 }, { "feature": "car_commute", "form": "categorical", "scenario": "length", "sample": "diagnostic_2025", "dimension": "band", "group": "D2", "rows": 3494, "observed": 12200.0, "baseExpected": 11941.016237343336, "expected": 13200.161926250767, "baseDeviance": 8891.618204104687, "featureDeviance": 8244.403408584581, "gain": 0.07278931468529859, "oe": 0.9242310865700992 }, { "feature": "car_commute", "form": "categorical", "scenario": "length", "sample": "diagnostic_2025", "dimension": "band", "group": "D3", "rows": 3485, "observed": 8839.0, "baseExpected": 9028.392045487852, "expected": 9678.108518520401, "baseDeviance": 7501.958109167388, "featureDeviance": 7090.436469294884, "gain": 0.05485523031242001, "oe": 0.9132982940918 }, { "feature": "car_commute", "form": "categorical", "scenario": "length", "sample": "diagnostic_2025", "dimension": "band", "group": "D4", "rows": 3484, "observed": 7521.0, "baseExpected": 7816.8276873452105, "expected": 8107.479053964107, "baseDeviance": 6680.673123101424, "featureDeviance": 6364.183281856733, "gain": 0.04737394502213932, "oe": 0.9276619711182169 }, { "feature": "car_commute", "form": "categorical", "scenario": "length", "sample": "diagnostic_2025", "dimension": "band", "group": "D5", "rows": 3487, "observed": 6819.0, "baseExpected": 7475.950866914931, "expected": 7285.706277488707, "baseDeviance": 6507.092537768398, "featureDeviance": 6250.3110774876095, "gain": 0.039461780939856084, "oe": 0.9359422052285129 }, { "feature": "car_commute", "form": "categorical", "scenario": "length", "sample": "diagnostic_2025", "dimension": "band", "group": "D6", "rows": 3474, "observed": 6421.0, "baseExpected": 7344.918368240404, "expected": 7015.274160370185, "baseDeviance": 6343.264793678538, "featureDeviance": 5997.555110759318, "gain": 0.054500276145454496, "oe": 0.9152885337358182 }, { "feature": "car_commute", "form": "categorical", "scenario": "length", "sample": "diagnostic_2025", "dimension": "band", "group": "D7", "rows": 3451, "observed": 6747.0, "baseExpected": 8051.665024757174, "expected": 7143.624188865114, "baseDeviance": 6938.417222978116, "featureDeviance": 6401.587831432045, "gain": 0.07737058385134876, "oe": 0.9444785758070339 }, { "feature": "car_commute", "form": "categorical", "scenario": "length", "sample": "diagnostic_2025", "dimension": "band", "group": "D8", "rows": 3475, "observed": 7768.0, "baseExpected": 9374.585822686948, "expected": 8392.098434835912, "baseDeviance": 7079.737271097363, "featureDeviance": 6489.103882936437, "gain": 0.08342589075616613, "oe": 0.9256326126674996 }, { "feature": "car_commute", "form": "categorical", "scenario": "length", "sample": "diagnostic_2025", "dimension": "band", "group": "D9", "rows": 3448, "observed": 8989.0, "baseExpected": 10605.451857528311, "expected": 9535.805466011801, "baseDeviance": 7027.796291793065, "featureDeviance": 6431.744093085883, "gain": 0.08481352816148668, "oe": 0.9426576529942055 }, { "feature": "car_commute", "form": "categorical", "scenario": "length", "sample": "diagnostic_2025", "dimension": "band", "group": "D10", "rows": 3495, "observed": 10619.0, "baseExpected": 11937.151899661156, "expected": 10855.00104023482, "baseDeviance": 7861.870942625652, "featureDeviance": 7283.725780712496, "gain": 0.07353785964337789, "oe": 0.9782587731350678 }, { "feature": "car_commute", "form": "categorical", "scenario": "counted_routes", "sample": "temporal_2023", "dimension": "year", "group": "2023", "rows": 5098, "observed": 6032.0, "baseExpected": 6243.812676283444, "expected": 6230.723606338063, "baseDeviance": 9233.014031350176, "featureDeviance": 9092.885515683754, "gain": 0.015176898376913939, "oe": 0.9681058543287145 }, { "feature": "car_commute", "form": "categorical", "scenario": "counted_routes", "sample": "temporal_2023", "dimension": "region", "group": "East Midlands", "rows": 461, "observed": 400.0, "baseExpected": 450.0160156380736, "expected": 448.9129585304065, "baseDeviance": 703.7669675929156, "featureDeviance": 692.5108376977099, "gain": 0.01599411511697535, "oe": 0.8910413308394316 }, { "feature": "car_commute", "form": "categorical", "scenario": "counted_routes", "sample": "temporal_2023", "dimension": "region", "group": "East of England", "rows": 505, "observed": 410.0, "baseExpected": 437.07822036160155, "expected": 434.319954327615, "baseDeviance": 725.8962298363866, "featureDeviance": 722.5941736855748, "gain": 0.004548936907353918, "oe": 0.944004519973609 }, { "feature": "car_commute", "form": "categorical", "scenario": "counted_routes", "sample": "temporal_2023", "dimension": "region", "group": "London", "rows": 1077, "observed": 2483.0, "baseExpected": 2568.781954799574, "expected": 2576.5458217166456, "baseDeviance": 3215.767425877888, "featureDeviance": 3133.4965896242384, "gain": 0.025583577839491944, "oe": 0.9636933211401923 }, { "feature": "car_commute", "form": "categorical", "scenario": "counted_routes", "sample": "temporal_2023", "dimension": "region", "group": "North East", "rows": 299, "observed": 170.0, "baseExpected": 166.5849642681431, "expected": 165.88501917390704, "baseDeviance": 381.76738699661877, "featureDeviance": 374.3610416552925, "gain": 0.019400152012963412, "oe": 1.0248062232899946 }, { "feature": "car_commute", "form": "categorical", "scenario": "counted_routes", "sample": "temporal_2023", "dimension": "region", "group": "North West", "rows": 638, "observed": 454.0, "baseExpected": 443.4835683530956, "expected": 436.8188621651909, "baseDeviance": 842.6669184194824, "featureDeviance": 837.3172032158157, "gain": 0.006348552538054664, "oe": 1.0393324082885225 }, { "feature": "car_commute", "form": "categorical", "scenario": "counted_routes", "sample": "temporal_2023", "dimension": "region", "group": "South East", "rows": 814, "observed": 983.0, "baseExpected": 1019.2179618062844, "expected": 1016.3244247368774, "baseDeviance": 1355.9773381804796, "featureDeviance": 1348.1774194420777, "gain": 0.005752248595001008, "oe": 0.9672108394467593 }, { "feature": "car_commute", "form": "categorical", "scenario": "counted_routes", "sample": "temporal_2023", "dimension": "region", "group": "South West", "rows": 332, "observed": 325.0, "baseExpected": 362.9271523704084, "expected": 359.3127178402923, "baseDeviance": 483.36157500530834, "featureDeviance": 485.78556994651433, "gain": -0.005014868923288729, "oe": 0.9045045829534382 }, { "feature": "car_commute", "form": "categorical", "scenario": "counted_routes", "sample": "temporal_2023", "dimension": "region", "group": "Wales", "rows": 232, "observed": 129.0, "baseExpected": 122.0502214089931, "expected": 116.9319718772596, "baseDeviance": 287.19095054502657, "featureDeviance": 277.94035739413516, "gain": 0.03221060111168461, "oe": 1.1032055470287279 }, { "feature": "car_commute", "form": "categorical", "scenario": "counted_routes", "sample": "temporal_2023", "dimension": "region", "group": "West Midlands", "rows": 315, "observed": 243.0, "baseExpected": 309.23050634468996, "expected": 309.45449259558376, "baseDeviance": 504.1621995362237, "featureDeviance": 493.73018206409847, "gain": 0.020691788241406384, "oe": 0.7852527780799388 }, { "feature": "car_commute", "form": "categorical", "scenario": "counted_routes", "sample": "temporal_2023", "dimension": "region", "group": "Yorkshire and The Humber", "rows": 425, "observed": 435.0, "baseExpected": 364.44211093258, "expected": 366.21738337428536, "baseDeviance": 732.4570393598474, "featureDeviance": 726.9721409582976, "gain": 0.007488355093622223, "oe": 1.1878190925617989 }, { "feature": "car_commute", "form": "categorical", "scenario": "counted_routes", "sample": "temporal_2023", "dimension": "urbanRural", "group": "Rural", "rows": 1132, "observed": 1339.0, "baseExpected": 1392.251595334022, "expected": 1385.2451446558798, "baseDeviance": 1819.8566427061096, "featureDeviance": 1808.793914953396, "gain": 0.006078900663440856, "oe": 0.9666159128337043 }, { "feature": "car_commute", "form": "categorical", "scenario": "counted_routes", "sample": "temporal_2023", "dimension": "urbanRural", "group": "Urban", "rows": 3966, "observed": 4693.0, "baseExpected": 4851.561080949421, "expected": 4845.4784616821835, "baseDeviance": 7413.157388644067, "featureDeviance": 7284.091600730359, "gain": 0.01741036661536688, "oe": 0.9685318048799564 }, { "feature": "car_commute", "form": "categorical", "scenario": "counted_routes", "sample": "temporal_2023", "dimension": "betterObserved", "group": "False", "rows": 4740, "observed": 5358.0, "baseExpected": 5603.435496996176, "expected": 5588.485358818077, "baseDeviance": 8487.061533011136, "featureDeviance": 8357.589359672864, "gain": 0.015255241503160932, "oe": 0.9587570971346657 }, { "feature": "car_commute", "form": "categorical", "scenario": "counted_routes", "sample": "temporal_2023", "dimension": "betterObserved", "group": "True", "rows": 358, "observed": 674.0, "baseExpected": 640.3771792872681, "expected": 642.238247519987, "baseDeviance": 745.9524983390412, "featureDeviance": 735.296156010892, "gain": 0.014285550825122173, "oe": 1.049454781932813 }, { "feature": "car_commute", "form": "categorical", "scenario": "counted_routes", "sample": "temporal_2023", "dimension": "band", "group": "D1", "rows": 757, "observed": 1965.0, "baseExpected": 1827.5599035312757, "expected": 1957.6778131350866, "baseDeviance": 2510.7437909408145, "featureDeviance": 2471.1058343823506, "gain": 0.015787336287152898, "oe": 1.0037402410221872 }, { "feature": "car_commute", "form": "categorical", "scenario": "counted_routes", "sample": "temporal_2023", "dimension": "band", "group": "D2", "rows": 551, "observed": 730.0, "baseExpected": 720.4482706630732, "expected": 731.8671152009347, "baseDeviance": 1127.8566189959606, "featureDeviance": 1105.49328853328, "gain": 0.019828167947969155, "oe": 0.9974488330433837 }, { "feature": "car_commute", "form": "categorical", "scenario": "counted_routes", "sample": "temporal_2023", "dimension": "band", "group": "D3", "rows": 452, "observed": 396.0, "baseExpected": 440.8581967838429, "expected": 440.2010252416077, "baseDeviance": 846.9172064879467, "featureDeviance": 822.7176949300314, "gain": 0.02857364494726411, "oe": 0.8995889997817529 }, { "feature": "car_commute", "form": "categorical", "scenario": "counted_routes", "sample": "temporal_2023", "dimension": "band", "group": "D4", "rows": 391, "observed": 353.0, "baseExpected": 360.3355439921211, "expected": 343.96641422755397, "baseDeviance": 699.9073949783074, "featureDeviance": 690.3664080381213, "gain": 0.013631784731295449, "oe": 1.0262629878929685 }, { "feature": "car_commute", "form": "categorical", "scenario": "counted_routes", "sample": "temporal_2023", "dimension": "band", "group": "D5", "rows": 390, "observed": 264.0, "baseExpected": 306.3391731201247, "expected": 288.2731411922847, "baseDeviance": 489.07026075575186, "featureDeviance": 484.278759369337, "gain": 0.009797163661128372, "oe": 0.9157981173969518 }, { "feature": "car_commute", "form": "categorical", "scenario": "counted_routes", "sample": "temporal_2023", "dimension": "band", "group": "D6", "rows": 400, "observed": 294.0, "baseExpected": 314.1578588607425, "expected": 313.2432741246896, "baseDeviance": 525.1023117832533, "featureDeviance": 527.3833820357289, "gain": -0.004344049152495755, "oe": 0.9385676382726429 }, { "feature": "car_commute", "form": "categorical", "scenario": "counted_routes", "sample": "temporal_2023", "dimension": "band", "group": "D7", "rows": 458, "observed": 346.0, "baseExpected": 390.69660791933404, "expected": 350.61941391357, "baseDeviance": 570.681442207371, "featureDeviance": 561.7134867524903, "gain": 0.015714468338400844, "oe": 0.9868249910579432 }, { "feature": "car_commute", "form": "categorical", "scenario": "counted_routes", "sample": "temporal_2023", "dimension": "band", "group": "D8", "rows": 516, "observed": 488.0, "baseExpected": 533.1156013941754, "expected": 516.2020994135157, "baseDeviance": 671.0878505876992, "featureDeviance": 662.4888392651623, "gain": 0.012813540455257066, "oe": 0.9453661667677106 }, { "feature": "car_commute", "form": "categorical", "scenario": "counted_routes", "sample": "temporal_2023", "dimension": "band", "group": "D9", "rows": 568, "observed": 550.0, "baseExpected": 624.5603971751304, "expected": 613.9792922858953, "baseDeviance": 855.2215726661645, "featureDeviance": 846.0088156872762, "gain": 0.010772362710832373, "oe": 0.8957956838451421 }, { "feature": "car_commute", "form": "categorical", "scenario": "counted_routes", "sample": "temporal_2023", "dimension": "band", "group": "D10", "rows": 615, "observed": 646.0, "baseExpected": 725.7411228436238, "expected": 674.6940176029252, "baseDeviance": 936.4255819469081, "featureDeviance": 921.329006689977, "gain": 0.016121489574797865, "oe": 0.9574710656174628 }, { "feature": "car_commute", "form": "categorical", "scenario": "counted_routes", "sample": "diagnostic_2024", "dimension": "year", "group": "2024", "rows": 6430, "observed": 6863.0, "baseExpected": 6644.032760936374, "expected": 6622.59432695422, "baseDeviance": 10665.127727495616, "featureDeviance": 10532.765980349035, "gain": 0.0124107043561551, "oe": 1.0363008303358276 }, { "feature": "car_commute", "form": "categorical", "scenario": "counted_routes", "sample": "diagnostic_2024", "dimension": "region", "group": "East Midlands", "rows": 527, "observed": 548.0, "baseExpected": 466.3926070494613, "expected": 468.0722471890501, "baseDeviance": 852.0902715929092, "featureDeviance": 831.8486787715219, "gain": 0.02375522112645101, "oe": 1.1707594357301594 }, { "feature": "car_commute", "form": "categorical", "scenario": "counted_routes", "sample": "diagnostic_2024", "dimension": "region", "group": "East of England", "rows": 617, "observed": 535.0, "baseExpected": 509.14032938870355, "expected": 509.98103646187155, "baseDeviance": 852.2383594125437, "featureDeviance": 845.3911916494477, "gain": 0.008034334159537027, "oe": 1.04905861541775 }, { "feature": "car_commute", "form": "categorical", "scenario": "counted_routes", "sample": "diagnostic_2024", "dimension": "region", "group": "London", "rows": 1145, "observed": 2351.0, "baseExpected": 2360.7556103681354, "expected": 2348.1250336961803, "baseDeviance": 3143.301549497741, "featureDeviance": 3045.10182856468, "gain": 0.03124094821534118, "oe": 1.0012243667873573 }, { "feature": "car_commute", "form": "categorical", "scenario": "counted_routes", "sample": "diagnostic_2024", "dimension": "region", "group": "North East", "rows": 295, "observed": 183.0, "baseExpected": 178.7788258428721, "expected": 181.03891734263465, "baseDeviance": 341.95902523090103, "featureDeviance": 334.53923026423047, "gain": 0.02169790653035253, "oe": 1.0108323817119045 }, { "feature": "car_commute", "form": "categorical", "scenario": "counted_routes", "sample": "diagnostic_2024", "dimension": "region", "group": "North West", "rows": 924, "observed": 636.0, "baseExpected": 587.3003073097831, "expected": 573.8331842388998, "baseDeviance": 1057.7073439399614, "featureDeviance": 1061.032819345486, "gain": -0.003144041141982745, "oe": 1.1083360416730776 }, { "feature": "car_commute", "form": "categorical", "scenario": "counted_routes", "sample": "diagnostic_2024", "dimension": "region", "group": "South East", "rows": 948, "observed": 1007.0, "baseExpected": 1048.094318940346, "expected": 1063.2787818330976, "baseDeviance": 1645.563805909849, "featureDeviance": 1657.1753537984246, "gain": -0.007056273264442359, "oe": 0.9470705305187481 }, { "feature": "car_commute", "form": "categorical", "scenario": "counted_routes", "sample": "diagnostic_2024", "dimension": "region", "group": "South West", "rows": 517, "observed": 484.0, "baseExpected": 445.7964278975862, "expected": 438.43574114890043, "baseDeviance": 710.3832314510425, "featureDeviance": 707.5128705350983, "gain": 0.00404058089896242, "oe": 1.103924599604267 }, { "feature": "car_commute", "form": "categorical", "scenario": "counted_routes", "sample": "diagnostic_2024", "dimension": "region", "group": "Wales", "rows": 281, "observed": 128.0, "baseExpected": 123.84125201743659, "expected": 126.32880046360353, "baseDeviance": 326.1708325028597, "featureDeviance": 327.858827709691, "gain": -0.005175187474240284, "oe": 1.0132289670309818 }, { "feature": "car_commute", "form": "categorical", "scenario": "counted_routes", "sample": "diagnostic_2024", "dimension": "region", "group": "West Midlands", "rows": 651, "observed": 478.0, "baseExpected": 495.35462109594005, "expected": 490.97281804767897, "baseDeviance": 846.3199642072373, "featureDeviance": 835.5074277297679, "gain": 0.012775944010251172, "oe": 0.9735773192103292 }, { "feature": "car_commute", "form": "categorical", "scenario": "counted_routes", "sample": "diagnostic_2024", "dimension": "region", "group": "Yorkshire and The Humber", "rows": 525, "observed": 513.0, "baseExpected": 428.57846102611046, "expected": 422.5277665323025, "baseDeviance": 889.3933437505699, "featureDeviance": 886.7977519806872, "gain": 0.002918384523699191, "oe": 1.2141213918559854 }, { "feature": "car_commute", "form": "categorical", "scenario": "counted_routes", "sample": "diagnostic_2024", "dimension": "urbanRural", "group": "Rural", "rows": 1366, "observed": 1638.0, "baseExpected": 1638.9476911991749, "expected": 1643.3147119717169, "baseDeviance": 2188.630923629582, "featureDeviance": 2167.711099349912, "gain": 0.009558406606526959, "oe": 0.9967658587043622 }, { "feature": "car_commute", "form": "categorical", "scenario": "counted_routes", "sample": "diagnostic_2024", "dimension": "urbanRural", "group": "Urban", "rows": 5064, "observed": 5225.0, "baseExpected": 5005.085069737199, "expected": 4979.279614982503, "baseDeviance": 8476.496803866032, "featureDeviance": 8365.054880999123, "gain": 0.013147167449656938, "oe": 1.0493485813245218 }, { "feature": "car_commute", "form": "categorical", "scenario": "counted_routes", "sample": "diagnostic_2024", "dimension": "betterObserved", "group": "False", "rows": 5998, "observed": 6139.0, "baseExpected": 5938.056027751432, "expected": 5919.884983411099, "baseDeviance": 9915.968798731392, "featureDeviance": 9805.99969897225, "gain": 0.011090101430453414, "oe": 1.0370133908349424 }, { "feature": "car_commute", "form": "categorical", "scenario": "counted_routes", "sample": "diagnostic_2024", "dimension": "betterObserved", "group": "True", "rows": 432, "observed": 724.0, "baseExpected": 705.9767331849425, "expected": 702.7093435431209, "baseDeviance": 749.1589287642223, "featureDeviance": 726.7662813767852, "gain": 0.0298903831051911, "oe": 1.0302979555523337 }, { "feature": "car_commute", "form": "categorical", "scenario": "counted_routes", "sample": "diagnostic_2024", "dimension": "band", "group": "D1", "rows": 842, "observed": 1847.0, "baseExpected": 1707.6434173147422, "expected": 1859.737230145815, "baseDeviance": 2223.4309548875663, "featureDeviance": 2185.320630433429, "gain": 0.01714032287369338, "oe": 0.9931510592252776 }, { "feature": "car_commute", "form": "categorical", "scenario": "counted_routes", "sample": "diagnostic_2024", "dimension": "band", "group": "D2", "rows": 697, "observed": 845.0, "baseExpected": 786.0154271915009, "expected": 794.163841783978, "baseDeviance": 1438.9354553174812, "featureDeviance": 1434.6802869945718, "gain": 0.0029571641362958756, "oe": 1.0640121792775477 }, { "feature": "car_commute", "form": "categorical", "scenario": "counted_routes", "sample": "diagnostic_2024", "dimension": "band", "group": "D3", "rows": 622, "observed": 508.0, "baseExpected": 496.69893007601036, "expected": 468.22860478298, "baseDeviance": 934.3640528385273, "featureDeviance": 915.4452466074565, "gain": 0.020247789042822095, "oe": 1.0849401228603999 }, { "feature": "car_commute", "form": "categorical", "scenario": "counted_routes", "sample": "diagnostic_2024", "dimension": "band", "group": "D4", "rows": 547, "observed": 417.0, "baseExpected": 396.8324923445594, "expected": 388.76916789132855, "baseDeviance": 875.7611205454657, "featureDeviance": 853.7186148170775, "gain": 0.025169541340975488, "oe": 1.072615923381462 }, { "feature": "car_commute", "form": "categorical", "scenario": "counted_routes", "sample": "diagnostic_2024", "dimension": "band", "group": "D5", "rows": 530, "observed": 372.0, "baseExpected": 373.4568470663435, "expected": 346.2615326013665, "baseDeviance": 721.8339586255433, "featureDeviance": 708.0549982502146, "gain": 0.019088822589568344, "oe": 1.074332448092826 }, { "feature": "car_commute", "form": "categorical", "scenario": "counted_routes", "sample": "diagnostic_2024", "dimension": "band", "group": "D6", "rows": 568, "observed": 402.0, "baseExpected": 371.38758984960646, "expected": 359.9381874731895, "baseDeviance": 742.5028174992881, "featureDeviance": 755.318727503204, "gain": -0.017260419357167045, "oe": 1.1168584328939632 }, { "feature": "car_commute", "form": "categorical", "scenario": "counted_routes", "sample": "diagnostic_2024", "dimension": "band", "group": "D7", "rows": 549, "observed": 424.0, "baseExpected": 459.79592642612874, "expected": 415.8715051651621, "baseDeviance": 757.5026670426084, "featureDeviance": 750.6284274687226, "gain": 0.009074871776654891, "oe": 1.0195456883529679 }, { "feature": "car_commute", "form": "categorical", "scenario": "counted_routes", "sample": "diagnostic_2024", "dimension": "band", "group": "D8", "rows": 638, "observed": 598.0, "baseExpected": 606.4022756238628, "expected": 594.5600639687268, "baseDeviance": 881.1980960872356, "featureDeviance": 870.1993383214406, "gain": 0.012481595017774794, "oe": 1.0057856829607952 }, { "feature": "car_commute", "form": "categorical", "scenario": "counted_routes", "sample": "diagnostic_2024", "dimension": "band", "group": "D9", "rows": 661, "observed": 677.0, "baseExpected": 661.2144839566016, "expected": 647.522966102601, "baseDeviance": 936.4073964003654, "featureDeviance": 921.9592808989834, "gain": 0.015429305190157505, "oe": 1.045522762033939 }, { "feature": "car_commute", "form": "categorical", "scenario": "counted_routes", "sample": "diagnostic_2024", "dimension": "band", "group": "D10", "rows": 776, "observed": 773.0, "baseExpected": 784.5853710870184, "expected": 747.5412270390718, "baseDeviance": 1153.1912082515328, "featureDeviance": 1137.440429053935, "gain": 0.013658428094920239, "oe": 1.0340566808091207 }, { "feature": "car_commute", "form": "categorical", "scenario": "counted_routes", "sample": "diagnostic_2025", "dimension": "year", "group": "2025", "rows": 6060, "observed": 6133.0, "baseExpected": 6520.340102433249, "expected": 6502.623449572403, "baseDeviance": 9570.44385319353, "featureDeviance": 9415.973338366075, "gain": 0.01614037104202959, "oe": 0.9431577958590377 }, { "feature": "car_commute", "form": "categorical", "scenario": "counted_routes", "sample": "diagnostic_2025", "dimension": "region", "group": "East Midlands", "rows": 549, "observed": 477.0, "baseExpected": 466.72154658385466, "expected": 465.69338916475726, "baseDeviance": 886.2021188783056, "featureDeviance": 864.4770857820315, "gain": 0.024514760948407655, "oe": 1.0242790881260344 }, { "feature": "car_commute", "form": "categorical", "scenario": "counted_routes", "sample": "diagnostic_2025", "dimension": "region", "group": "East of England", "rows": 545, "observed": 442.0, "baseExpected": 451.1704106160631, "expected": 456.75908474595565, "baseDeviance": 800.1405102604808, "featureDeviance": 780.4896465082429, "gain": 0.024559266154191683, "oe": 0.9676873756015942 }, { "feature": "car_commute", "form": "categorical", "scenario": "counted_routes", "sample": "diagnostic_2025", "dimension": "region", "group": "London", "rows": 1112, "observed": 2153.0, "baseExpected": 2383.9212719865386, "expected": 2385.3823296819114, "baseDeviance": 2698.3336652424045, "featureDeviance": 2647.8243177035056, "gain": 0.01871871821840143, "oe": 0.9025806778266445 }, { "feature": "car_commute", "form": "categorical", "scenario": "counted_routes", "sample": "diagnostic_2025", "dimension": "region", "group": "North East", "rows": 221, "observed": 105.0, "baseExpected": 120.11983020307531, "expected": 115.77548533490352, "baseDeviance": 264.94725979117953, "featureDeviance": 261.67877139605145, "gain": 0.012336373653021315, "oe": 0.9069277463727896 }, { "feature": "car_commute", "form": "categorical", "scenario": "counted_routes", "sample": "diagnostic_2025", "dimension": "region", "group": "North West", "rows": 996, "observed": 648.0, "baseExpected": 624.6835015987541, "expected": 612.2953283524753, "baseDeviance": 1256.706303699892, "featureDeviance": 1237.4837652967303, "gain": 0.01529596720138049, "oe": 1.0583128271509052 }, { "feature": "car_commute", "form": "categorical", "scenario": "counted_routes", "sample": "diagnostic_2025", "dimension": "region", "group": "South East", "rows": 860, "observed": 953.0, "baseExpected": 1004.8149662209278, "expected": 1010.9495999947821, "baseDeviance": 1393.704997113381, "featureDeviance": 1368.1346402183608, "gain": 0.018347036817677465, "oe": 0.9426780524023342 }, { "feature": "car_commute", "form": "categorical", "scenario": "counted_routes", "sample": "diagnostic_2025", "dimension": "region", "group": "South West", "rows": 520, "observed": 423.0, "baseExpected": 508.95293310859125, "expected": 505.7322593979606, "baseDeviance": 666.423779848708, "featureDeviance": 667.1518135227304, "gain": -0.0010924485230519032, "oe": 0.8364109509319266 }, { "feature": "car_commute", "form": "categorical", "scenario": "counted_routes", "sample": "diagnostic_2025", "dimension": "region", "group": "Wales", "rows": 202, "observed": 113.0, "baseExpected": 102.56285682428084, "expected": 102.53281546087742, "baseDeviance": 259.764662663292, "featureDeviance": 252.64945229982862, "gain": 0.027390986481814594, "oe": 1.1020861905729729 }, { "feature": "car_commute", "form": "categorical", "scenario": "counted_routes", "sample": "diagnostic_2025", "dimension": "region", "group": "West Midlands", "rows": 635, "observed": 486.0, "baseExpected": 497.55360685034, "expected": 494.51235087796016, "baseDeviance": 814.8771914380291, "featureDeviance": 808.0362653216484, "gain": 0.008395039385392877, "oe": 0.982786373560039 }, { "feature": "car_commute", "form": "categorical", "scenario": "counted_routes", "sample": "diagnostic_2025", "dimension": "region", "group": "Yorkshire and The Humber", "rows": 420, "observed": 333.0, "baseExpected": 359.8391784408228, "expected": 352.99080656081935, "baseDeviance": 529.343364257858, "featureDeviance": 528.047580316944, "gain": 0.0024479081601987973, "oe": 0.9433673450150465 }, { "feature": "car_commute", "form": "categorical", "scenario": "counted_routes", "sample": "diagnostic_2025", "dimension": "urbanRural", "group": "Rural", "rows": 1051, "observed": 1263.0, "baseExpected": 1467.3145345778942, "expected": 1465.2178593757394, "baseDeviance": 1755.9285516245975, "featureDeviance": 1726.7551001316651, "gain": 0.016614258858050235, "oe": 0.8619878551972504 }, { "feature": "car_commute", "form": "categorical", "scenario": "counted_routes", "sample": "diagnostic_2025", "dimension": "urbanRural", "group": "Urban", "rows": 5009, "observed": 4870.0, "baseExpected": 5053.025567855355, "expected": 5037.405590196664, "baseDeviance": 7814.515301568934, "featureDeviance": 7689.21823823441, "gain": 0.016033888027497722, "oe": 0.9667674982291572 }, { "feature": "car_commute", "form": "categorical", "scenario": "counted_routes", "sample": "diagnostic_2025", "dimension": "betterObserved", "group": "False", "rows": 5679, "observed": 5577.0, "baseExpected": 5940.504438667231, "expected": 5929.403775283284, "baseDeviance": 8944.984461192063, "featureDeviance": 8817.8968414802, "gain": 0.014207695973451284, "oe": 0.9405667435312335 }, { "feature": "car_commute", "form": "categorical", "scenario": "counted_routes", "sample": "diagnostic_2025", "dimension": "betterObserved", "group": "True", "rows": 381, "observed": 556.0, "baseExpected": 579.8356637660173, "expected": 573.2196742891199, "baseDeviance": 625.4593920014668, "featureDeviance": 598.0764968858741, "gain": 0.0437804523615315, "oe": 0.9699597291204721 }, { "feature": "car_commute", "form": "categorical", "scenario": "counted_routes", "sample": "diagnostic_2025", "dimension": "band", "group": "D1", "rows": 823, "observed": 1729.0, "baseExpected": 1745.9495995407751, "expected": 1910.2930966985246, "baseDeviance": 2022.0732048652899, "featureDeviance": 2023.2536154936881, "gain": -0.0005837625589213413, "oe": 0.9050967115926633 }, { "feature": "car_commute", "form": "categorical", "scenario": "counted_routes", "sample": "diagnostic_2025", "dimension": "band", "group": "D2", "rows": 713, "observed": 709.0, "baseExpected": 741.7603476251537, "expected": 746.0594009436179, "baseDeviance": 1128.5851412230654, "featureDeviance": 1094.3290765237743, "gain": 0.03035310624608012, "oe": 0.9503264741430172 }, { "feature": "car_commute", "form": "categorical", "scenario": "counted_routes", "sample": "diagnostic_2025", "dimension": "band", "group": "D3", "rows": 572, "observed": 519.0, "baseExpected": 468.0113630067253, "expected": 444.3461442499696, "baseDeviance": 894.0661869463364, "featureDeviance": 866.7832850466746, "gain": 0.03051552815440428, "oe": 1.168008334754523 }, { "feature": "car_commute", "form": "categorical", "scenario": "counted_routes", "sample": "diagnostic_2025", "dimension": "band", "group": "D4", "rows": 542, "observed": 369.0, "baseExpected": 423.3539484089262, "expected": 415.5784449758884, "baseDeviance": 769.821983377954, "featureDeviance": 745.4900213673372, "gain": 0.03160725795832542, "oe": 0.8879190065341555 }, { "feature": "car_commute", "form": "categorical", "scenario": "counted_routes", "sample": "diagnostic_2025", "dimension": "band", "group": "D5", "rows": 525, "observed": 347.0, "baseExpected": 380.82302528283014, "expected": 352.99844791814235, "baseDeviance": 657.9138194539257, "featureDeviance": 643.3871668240536, "gain": 0.02207987155814639, "oe": 0.9830071549789552 }, { "feature": "car_commute", "form": "categorical", "scenario": "counted_routes", "sample": "diagnostic_2025", "dimension": "band", "group": "D6", "rows": 514, "observed": 342.0, "baseExpected": 346.12565862307974, "expected": 331.95143327536016, "baseDeviance": 669.2011120087825, "featureDeviance": 668.3362828064528, "gain": 0.0012923307908644377, "oe": 1.0302711954742618 }, { "feature": "car_commute", "form": "categorical", "scenario": "counted_routes", "sample": "diagnostic_2025", "dimension": "band", "group": "D7", "rows": 536, "observed": 349.0, "baseExpected": 406.3629856884156, "expected": 364.1444545040183, "baseDeviance": 732.9578416420044, "featureDeviance": 723.8732016547619, "gain": 0.012394491839927135, "oe": 0.958410860534329 }, { "feature": "car_commute", "form": "categorical", "scenario": "counted_routes", "sample": "diagnostic_2025", "dimension": "band", "group": "D8", "rows": 582, "observed": 516.0, "baseExpected": 584.9876349145954, "expected": 571.1314772459073, "baseDeviance": 826.2154881805335, "featureDeviance": 813.1507161015472, "gain": 0.01581279008428793, "oe": 0.9034697273003397 }, { "feature": "car_commute", "form": "categorical", "scenario": "counted_routes", "sample": "diagnostic_2025", "dimension": "band", "group": "D9", "rows": 603, "observed": 593.0, "baseExpected": 683.1199077729602, "expected": 664.9302382225409, "baseDeviance": 919.0747868008546, "featureDeviance": 904.6052756647439, "gain": 0.015743562269264988, "oe": 0.8918228799237327 }, { "feature": "car_commute", "form": "categorical", "scenario": "counted_routes", "sample": "diagnostic_2025", "dimension": "band", "group": "D10", "rows": 650, "observed": 660.0, "baseExpected": 739.8456315697869, "expected": 701.1903115384334, "baseDeviance": 950.5342886947845, "featureDeviance": 932.7646968830403, "gain": 0.018694319629588896, "oe": 0.9412565877471116 } ], "curves": [ { "form": "linear", "value": 3.8095238095238098, "referenceValue": 69.86899563318777, "logEffect": 1.7062022760971849, "rr": 5.508003829332448, "lower95": 4.703377750970719, "upper95": 6.450280583497572 }, { "form": "linear", "value": 16.09870740305523, "referenceValue": 69.86899563318777, "logEffect": 1.3887938494202348, "rr": 4.010010458501684, "lower95": 3.526306263507103, "upper95": 4.560064462835473 }, { "form": "linear", "value": 20.66115702479339, "referenceValue": 69.86899563318777, "logEffect": 1.270953640979455, "rr": 3.5642499569706696, "lower95": 3.168688226478438, "upper95": 4.009191453298653 }, { "form": "linear", "value": 25.935828877005346, "referenceValue": 69.86899563318777, "logEffect": 1.1347179601382114, "rr": 3.110296191678911, "lower95": 2.8002021467878913, "upper95": 3.4547300133561087 }, { "form": "linear", "value": 31.98823529411764, "referenceValue": 69.86899563318777, "logEffect": 0.9783947362361549, "rr": 2.660182518018699, "lower95": 2.429868718086156, "upper95": 2.912326487640881 }, { "form": "linear", "value": 36.82472599926501, "referenceValue": 69.86899563318777, "logEffect": 0.8534765190352529, "rr": 2.3477948338430985, "lower95": 2.1694660931800085, "upper95": 2.540782084195026 }, { "form": "linear", "value": 40.919951142491136, "referenceValue": 69.86899563318777, "logEffect": 0.7477039134177822, "rr": 2.1121447774378104, "lower95": 1.9709162003418503, "upper95": 2.263493272866722 }, { "form": "linear", "value": 44.099378881987576, "referenceValue": 69.86899563318777, "logEffect": 0.6655847759790828, "rr": 1.945627945221933, "lower95": 1.8293854546732176, "upper95": 2.06925669577094 }, { "form": "linear", "value": 47.06723891273247, "referenceValue": 69.86899563318777, "logEffect": 0.5889300677320688, "rr": 1.8020593021755213, "lower95": 1.7064587767861776, "upper95": 1.903015632568213 }, { "form": "linear", "value": 49.66442953020135, "referenceValue": 69.86899563318777, "logEffect": 0.5218491114263258, "rr": 1.685140783624058, "lower95": 1.6056813821024276, "upper95": 1.768532345386538 }, { "form": "linear", "value": 51.98902606310014, "referenceValue": 69.86899563318777, "logEffect": 0.46180879039519784, "rr": 1.5869418356923202, "lower95": 1.5205392601420218, "upper95": 1.6562442390571934 }, { "form": "linear", "value": 53.862660944206006, "referenceValue": 69.86899563318777, "logEffect": 0.41341603140900296, "rr": 1.5119739237461731, "lower95": 1.455211701055438, "upper95": 1.570950222864727 }, { "form": "linear", "value": 55.60747663551402, "referenceValue": 69.86899563318777, "logEffect": 0.36835045002157524, "rr": 1.4453484726322705, "lower95": 1.3969020356369506, "upper95": 1.4954750970692752 }, { "form": "linear", "value": 57.11835334476844, "referenceValue": 69.86899563318777, "logEffect": 0.3293271092489858, "rr": 1.3900324737072014, "lower95": 1.3483013009320475, "upper95": 1.4330552648913755 }, { "form": "linear", "value": 58.5144927536232, "referenceValue": 69.86899563318777, "logEffect": 0.2932672351480297, "rr": 1.340801051727081, "lower95": 1.3048958542999487, "upper95": 1.3776942078468806 }, { "form": "linear", "value": 59.78898007033998, "referenceValue": 69.86899563318777, "logEffect": 0.2603494248687747, "rr": 1.2973833454764534, "lower95": 1.2664936840143357, "upper95": 1.329026402867258 }, { "form": "linear", "value": 60.93888396811338, "referenceValue": 69.86899563318777, "logEffect": 0.23064938952923722, "rr": 1.2594175970349448, "lower95": 1.2328161696347697, "upper95": 1.2865930239957653 }, { "form": "linear", "value": 62.11902329879859, "referenceValue": 69.86899563318777, "logEffect": 0.20016842508099272, "rr": 1.2216084903433813, "lower95": 1.1991840777056473, "upper95": 1.244452233333724 }, { "form": "linear", "value": 63.276571856287404, "referenceValue": 69.86899563318777, "logEffect": 0.170270941359772, "rr": 1.1856260429386085, "lower95": 1.1670872732907778, "upper95": 1.2044592944027703 }, { "form": "linear", "value": 64.32780283505154, "referenceValue": 69.86899563318777, "logEffect": 0.14311945741422927, "rr": 1.1538676314770693, "lower95": 1.1386834390509681, "upper95": 1.1692543030924918 }, { "form": "linear", "value": 65.34296028880865, "referenceValue": 69.86899563318777, "logEffect": 0.1168996904318214, "rr": 1.1240066754112246, "lower95": 1.111910580076125, "upper95": 1.1362343600350469 }, { "form": "linear", "value": 66.32231404958677, "referenceValue": 69.86899563318777, "logEffect": 0.09160467111643278, "rr": 1.0959314830610805, "lower95": 1.0866787177236163, "upper95": 1.1052630331073954 }, { "form": "linear", "value": 67.2360248447205, "referenceValue": 69.86899563318777, "logEffect": 0.0680050964405527, "rr": 1.0703707635458395, "lower95": 1.0636546201955708, "upper95": 1.0771293140653573 }, { "form": "linear", "value": 68.1465038845727, "referenceValue": 69.86899563318777, "logEffect": 0.0444889924323141, "rr": 1.0454934683069983, "lower95": 1.0411972100311544, "upper95": 1.0498074540940139 }, { "form": "linear", "value": 68.99454416409766, "referenceValue": 69.86899563318777, "logEffect": 0.022585573964029167, "rr": 1.022842559111825, "lower95": 1.0207065829149822, "upper95": 1.0249830051478852 }, { "form": "linear", "value": 69.86899563318777, "referenceValue": 69.86899563318777, "logEffect": 0.0, "rr": 1.0, "lower95": 1.0, "upper95": 1.0 }, { "form": "linear", "value": 70.6705197341752, "referenceValue": 69.86899563318777, "logEffect": -0.02070198576673484, "rr": 0.9795108292461383, "lower95": 0.9776357674770495, "upper95": 0.9813894873000141 }, { "form": "linear", "value": 71.47707979626486, "referenceValue": 69.86899563318777, "logEffect": -0.041534041727156454, "rr": 0.9593166779890103, "lower95": 0.9556358796166039, "upper95": 0.9630116535987384 }, { "form": "linear", "value": 72.25130890052355, "referenceValue": 69.86899563318777, "logEffect": -0.06153104478272222, "rr": 0.9403237531396873, "lower95": 0.9349836955164224, "upper95": 0.9456943099209124 }, { "form": "linear", "value": 72.93233082706767, "referenceValue": 69.86899563318777, "logEffect": -0.07912066711944556, "rr": 0.9239284299361472, "lower95": 0.9171870411196454, "upper95": 0.9307193684313271 }, { "form": "linear", "value": 73.61702127659574, "referenceValue": 69.86899563318777, "logEffect": -0.09680504108061162, "rr": 0.9077329595202729, "lower95": 0.8996359950152162, "upper95": 0.9159027988708887 }, { "form": "linear", "value": 74.34014134733839, "referenceValue": 69.86899563318777, "logEffect": -0.1154819859082374, "rr": 0.8909366215065757, "lower95": 0.8814643868862642, "upper95": 0.9005106449569716 }, { "form": "linear", "value": 75.03040771528302, "referenceValue": 69.86899563318777, "logEffect": -0.13331037622967767, "rr": 0.8751934107181718, "lower95": 0.8644608896818526, "upper95": 0.8860591789715369 }, { "form": "linear", "value": 75.822004885535, "referenceValue": 69.86899563318777, "logEffect": -0.1537559664887295, "rr": 0.8574812496412191, "lower95": 0.8453646614410327, "upper95": 0.8697715045633649 }, { "form": "linear", "value": 76.48221343873519, "referenceValue": 69.86899563318777, "logEffect": -0.1708080152725267, "rr": 0.8429833978751214, "lower95": 0.829761032840577, "upper95": 0.8564164632561359 }, { "form": "linear", "value": 77.17647058823529, "referenceValue": 69.86899563318777, "logEffect": -0.18873948060176493, "rr": 0.8280021892308472, "lower95": 0.813663260092098, "upper95": 0.8425938087624536 }, { "form": "linear", "value": 77.81065088757396, "referenceValue": 69.86899563318777, "logEffect": -0.2051192644588926, "rr": 0.8145501637335804, "lower95": 0.7992315821475647, "upper95": 0.8301623510116745 }, { "form": "linear", "value": 78.46722884647352, "referenceValue": 69.86899563318777, "logEffect": -0.22207754125075113, "rr": 0.8008532627633107, "lower95": 0.7845598468287301, "upper95": 0.8174850536528299 }, { "form": "linear", "value": 79.09714884929178, "referenceValue": 69.86899563318777, "logEffect": -0.2383472889931584, "rr": 0.787929004501697, "lower95": 0.7707370195794097, "upper95": 0.805504472165905 }, { "form": "linear", "value": 79.74025974025975, "referenceValue": 69.86899563318777, "logEffect": -0.25495773463646365, "rr": 0.7749492507807276, "lower95": 0.7568759450078484, "upper95": 0.7934541258004754 }, { "form": "linear", "value": 80.34591194968553, "referenceValue": 69.86899563318777, "logEffect": -0.2706006871112272, "rr": 0.762921079809263, "lower95": 0.7440502270721232, "upper95": 0.7822705414763781 }, { "form": "linear", "value": 80.98039215686275, "referenceValue": 69.86899563318777, "logEffect": -0.2869882170708081, "rr": 0.7505205721157263, "lower95": 0.7308470673964882, "upper95": 0.7707236633999303 }, { "form": "linear", "value": 81.61120840630473, "referenceValue": 69.86899563318777, "logEffect": -0.30328111331845026, "rr": 0.7383914955085482, "lower95": 0.7179524248188164, "upper95": 0.7594124370802752 }, { "form": "linear", "value": 82.28438228438229, "referenceValue": 69.86899563318777, "logEffect": -0.32066803409267386, "rr": 0.7256641067535907, "lower95": 0.7044427749658495, "upper95": 0.7475247309563435 }, { "form": "linear", "value": 82.93782609307101, "referenceValue": 69.86899563318777, "logEffect": -0.33754536118760425, "rr": 0.713519607875617, "lower95": 0.6915722678346053, "upper95": 0.7361634560868939 }, { "form": "linear", "value": 83.64485981308411, "referenceValue": 69.86899563318777, "logEffect": -0.3558068233074342, "rr": 0.7006079482899545, "lower95": 0.6779109668512806, "upper95": 0.7240648421531467 }, { "form": "linear", "value": 84.42302342997753, "referenceValue": 69.86899563318777, "logEffect": -0.37590544804157805, "rr": 0.6866672557067814, "lower95": 0.6631870414759825, "upper95": 0.7109787896495837 }, { "form": "linear", "value": 85.20084566596195, "referenceValue": 69.86899563318777, "logEffect": -0.3959952554953551, "rr": 0.6730098890283562, "lower95": 0.6487891632307116, "upper95": 0.6981348277682199 }, { "form": "linear", "value": 86.11111111111111, "referenceValue": 69.86899563318777, "logEffect": -0.4195058427206342, "rr": 0.6573715845197653, "lower95": 0.6323361513780645, "upper95": 0.68339821974793 }, { "form": "linear", "value": 87.34177215189874, "referenceValue": 69.86899563318777, "logEffect": -0.4512916958455421, "rr": 0.636805061692686, "lower95": 0.6107533982732315, "upper95": 0.6639679578434513 }, { "form": "linear", "value": 92.81842818428184, "referenceValue": 69.86899563318777, "logEffect": -0.5927442798564561, "rr": 0.5528081409643482, "lower95": 0.5232965031100386, "upper95": 0.5839841063340679 }, { "form": "smooth", "value": 3.8095238095238098, "referenceValue": 69.86899563318777, "logEffect": 1.8870281490433767, "rr": 6.599726105755923, "lower95": 5.535807091532762, "upper95": 7.868118225726736 }, { "form": "smooth", "value": 16.09870740305523, "referenceValue": 69.86899563318777, "logEffect": 1.4929016563119437, "rr": 4.449989142608633, "lower95": 3.8907994935476675, "upper95": 5.089546095133958 }, { "form": "smooth", "value": 20.66115702479339, "referenceValue": 69.86899563318777, "logEffect": 1.3465793026752049, "rr": 3.844252987988835, "lower95": 3.4058789309289246, "upper95": 4.339050604958068 }, { "form": "smooth", "value": 25.935828877005346, "referenceValue": 69.86899563318777, "logEffect": 1.1774657336736327, "rr": 3.2461371937298806, "lower95": 2.9132524912096582, "upper95": 3.617059184643861 }, { "form": "smooth", "value": 31.98823529411764, "referenceValue": 69.86899563318777, "logEffect": 0.9852222020009203, "rr": 2.6784069656915324, "lower95": 2.4297705367640567, "upper95": 2.952486156745895 }, { "form": "smooth", "value": 36.82472599926501, "referenceValue": 69.86899563318777, "logEffect": 0.8354799848793798, "rr": 2.3059205897203063, "lower95": 2.104196702863712, "upper95": 2.5269832230320923 }, { "form": "smooth", "value": 40.919951142491136, "referenceValue": 69.86899563318777, "logEffect": 0.7130218669917895, "rr": 2.0401470059332523, "lower95": 1.8694271910871245, "upper95": 2.226457294331948 }, { "form": "smooth", "value": 44.099378881987576, "referenceValue": 69.86899563318777, "logEffect": 0.6215266625776013, "rr": 1.8617681651256228, "lower95": 1.7120202674082268, "upper95": 2.0246142914666367 }, { "form": "smooth", "value": 47.06723891273247, "referenceValue": 69.86899563318777, "logEffect": 0.5395010434010705, "rr": 1.7151508628081908, "lower95": 1.5837727138161153, "upper95": 1.857427177857816 }, { "form": "smooth", "value": 49.66442953020135, "referenceValue": 69.86899563318777, "logEffect": 0.47077662624405, "rr": 1.6012372733399836, "lower95": 1.4855989094708228, "upper95": 1.7258768764488122 }, { "form": "smooth", "value": 51.98902606310014, "referenceValue": 69.86899563318777, "logEffect": 0.41195487740464326, "rr": 1.5097663102174437, "lower95": 1.4082806338568106, "upper95": 1.618565402852338 }, { "form": "smooth", "value": 53.862660944206006, "referenceValue": 69.86899563318777, "logEffect": 0.36655323436249826, "rr": 1.4427532025530023, "lower95": 1.352866936235606, "upper95": 1.5386116311400775 }, { "form": "smooth", "value": 55.60747663551402, "referenceValue": 69.86899563318777, "logEffect": 0.3259977829914119, "rr": 1.3854122973984184, "lower95": 1.3065585492230303, "upper95": 1.469025046695498 }, { "form": "smooth", "value": 57.11835334476844, "referenceValue": 69.86899563318777, "logEffect": 0.2922990288852589, "rr": 1.3395035079980138, "lower95": 1.2704141235464785, "upper95": 1.412350205089121 }, { "form": "smooth", "value": 58.5144927536232, "referenceValue": 69.86899563318777, "logEffect": 0.2623848066243542, "rr": 1.300026705078211, "lower95": 1.2401349331158968, "upper95": 1.362810923864657 }, { "form": "smooth", "value": 59.78898007033998, "referenceValue": 69.86899563318777, "logEffect": 0.2359656331728914, "rr": 1.2661307965209903, "lower95": 1.2146842641752331, "upper95": 1.3197562866160686 }, { "form": "smooth", "value": 60.93888396811338, "referenceValue": 69.86899563318777, "logEffect": 0.21246663159781407, "rr": 1.2367248453447284, "lower95": 1.1927450751695166, "upper95": 1.2823262698238909 }, { "form": "smooth", "value": 62.11902329879859, "referenceValue": 69.86899563318777, "logEffect": 0.18828639209328032, "rr": 1.2071791924235349, "lower95": 1.170534296524706, "upper95": 1.2449712981046166 }, { "form": "smooth", "value": 63.276571856287404, "referenceValue": 69.86899563318777, "logEffect": 0.16412923959958486, "rr": 1.1783665968792365, "lower95": 1.1484529843904039, "upper95": 1.2090593655236055 }, { "form": "smooth", "value": 64.32780283505154, "referenceValue": 69.86899563318777, "logEffect": 0.14149878513878456, "rr": 1.151999104740926, "lower95": 1.1277222524439896, "upper95": 1.1767985729179424 }, { "form": "smooth", "value": 65.34296028880865, "referenceValue": 69.86899563318777, "logEffect": 0.11874919935372596, "rr": 1.1260874594068182, "lower95": 1.106803507869578, "upper95": 1.1457073972182674 }, { "form": "smooth", "value": 66.32231404958677, "referenceValue": 69.86899563318777, "logEffect": 0.09572997758265066, "rr": 1.100461874496319, "lower95": 1.0856112448748525, "upper95": 1.115515653450657 }, { "form": "smooth", "value": 67.2360248447205, "referenceValue": 69.86899563318777, "logEffect": 0.07310320729798117, "rr": 1.0758415658861757, "lower95": 1.0648679355648898, "upper95": 1.0869282811811063 }, { "form": "smooth", "value": 68.1465038845727, "referenceValue": 69.86899563318777, "logEffect": 0.04926556669185981, "rr": 1.0504992913213222, "lower95": 1.043258494146205, "upper95": 1.0577903436767477 }, { "form": "smooth", "value": 68.99454416409766, "referenceValue": 69.86899563318777, "logEffect": 0.025744196983030505, "rr": 1.0260784409389243, "lower95": 1.022326641980548, "upper95": 1.0298440084863663 }, { "form": "smooth", "value": 69.86899563318777, "referenceValue": 69.86899563318777, "logEffect": 0.0, "rr": 1.0, "lower95": 1.0, "upper95": 1.0 }, { "form": "smooth", "value": 70.6705197341752, "referenceValue": 69.86899563318777, "logEffect": -0.02497386282258628, "rr": 0.9753354042096821, "lower95": 0.9716812415643824, "upper95": 0.9790033089177768 }, { "form": "smooth", "value": 71.47707979626486, "referenceValue": 69.86899563318777, "logEffect": -0.051113315337056084, "rr": 0.9501709954853107, "lower95": 0.9427016291468755, "upper95": 0.9576995443177321 }, { "form": "smooth", "value": 72.25130890052355, "referenceValue": 69.86899563318777, "logEffect": -0.0767749218172035, "rr": 0.9260982746668517, "lower95": 0.9149449984947448, "upper95": 0.9373875104535541 }, { "form": "smooth", "value": 72.93233082706767, "referenceValue": 69.86899563318777, "logEffect": -0.09951515538594469, "rr": 0.9052762299538915, "lower95": 0.8909533129394497, "upper95": 0.9198294014034681 }, { "form": "smooth", "value": 73.61702127659574, "referenceValue": 69.86899563318777, "logEffect": -0.12227428536983853, "rr": 0.8849056185479128, "lower95": 0.8675363704103919, "upper95": 0.9026226224581629 }, { "form": "smooth", "value": 74.34014134733839, "referenceValue": 69.86899563318777, "logEffect": -0.14591953381954667, "rr": 0.8642272414520292, "lower95": 0.8438610174518769, "upper95": 0.8850849955400114 }, { "form": "smooth", "value": 75.03040771528302, "referenceValue": 69.86899563318777, "logEffect": -0.16784743981814643, "rr": 0.8454828118575491, "lower95": 0.8225191369778007, "upper95": 0.869087602962168 }, { "form": "smooth", "value": 75.822004885535, "referenceValue": 69.86899563318777, "logEffect": -0.1918824121852899, "rr": 0.8254039202287525, "lower95": 0.7998249509672993, "upper95": 0.8518009230707875 }, { "form": "smooth", "value": 76.48221343873519, "referenceValue": 69.86899563318777, "logEffect": -0.21075061426859582, "rr": 0.8099760381625487, "lower95": 0.7825331493502835, "upper95": 0.8383813298416927 }, { "form": "smooth", "value": 77.17647058823529, "referenceValue": 69.86899563318777, "logEffect": -0.22917242713927266, "rr": 0.7951914091036036, "lower95": 0.7661008885300988, "upper95": 0.8253865601505976 }, { "form": "smooth", "value": 77.81065088757396, "referenceValue": 69.86899563318777, "logEffect": -0.24450898953139194, "rr": 0.783088948731036, "lower95": 0.752755725719446, "upper95": 0.8146444864814365 }, { "form": "smooth", "value": 78.46722884647352, "referenceValue": 69.86899563318777, "logEffect": -0.2586919658918321, "rr": 0.7720608074812486, "lower95": 0.7406603664018436, "upper95": 0.8047924764009808 }, { "form": "smooth", "value": 79.09714884929178, "referenceValue": 69.86899563318777, "logEffect": -0.27070784001315445, "rr": 0.762839334981296, "lower95": 0.730527489536592, "upper95": 0.7965803605335202 }, { "form": "smooth", "value": 79.74025974025975, "referenceValue": 69.86899563318777, "logEffect": -0.281511160989021, "rr": 0.7546424930716998, "lower95": 0.7213956658914469, "upper95": 0.7894215605603108 }, { "form": "smooth", "value": 80.34591194968553, "referenceValue": 69.86899563318777, "logEffect": -0.2904626115790266, "rr": 0.7479174922434402, "lower95": 0.7136886294641255, "upper95": 0.7837879883608745 }, { "form": "smooth", "value": 80.98039215686275, "referenceValue": 69.86899563318777, "logEffect": -0.29870373313333176, "rr": 0.7417791414657451, "lower95": 0.7063290791469395, "upper95": 0.7790084125917611 }, { "form": "smooth", "value": 81.61120840630473, "referenceValue": 69.86899563318777, "logEffect": -0.3058811115510162, "rr": 0.7364741725235607, "lower95": 0.6995475854349, "upper95": 0.7753499805979085 }, { "form": "smooth", "value": 82.28438228438229, "referenceValue": 69.86899563318777, "logEffect": -0.31257855294037246, "rr": 0.7315581606449472, "lower95": 0.69271889225049, "upper95": 0.772575063843785 }, { "form": "smooth", "value": 82.93782609307101, "referenceValue": 69.86899563318777, "logEffect": -0.3182850405361545, "rr": 0.7273954216810448, "lower95": 0.6863484741491046, "upper95": 0.77089717455626 }, { "form": "smooth", "value": 83.64485981308411, "referenceValue": 69.86899563318777, "logEffect": -0.3237567057337091, "rr": 0.7234262264239933, "lower95": 0.6796129626617753, "upper95": 0.77006404208113 }, { "form": "smooth", "value": 84.42302342997753, "referenceValue": 69.86899563318777, "logEffect": -0.3291605153520338, "rr": 0.7195275122652729, "lower95": 0.6722666280764501, "upper95": 0.7701108745915279 }, { "form": "smooth", "value": 85.20084566596195, "referenceValue": 69.86899563318777, "logEffect": -0.33416500399214916, "rr": 0.7159356402417651, "lower95": 0.6648913294166077, "upper95": 0.7708986691375906 }, { "form": "smooth", "value": 86.11111111111111, "referenceValue": 69.86899563318777, "logEffect": -0.3398533647289851, "rr": 0.7118747010493706, "lower95": 0.6561146337226194, "upper95": 0.7723735517357354 }, { "form": "smooth", "value": 87.34177215189874, "referenceValue": 69.86899563318777, "logEffect": -0.34753494004536967, "rr": 0.7064273308953608, "lower95": 0.6440133403334121, "upper95": 0.7748901188562117 }, { "form": "smooth", "value": 92.81842818428184, "referenceValue": 69.86899563318777, "logEffect": -0.3817192884568179, "rr": 0.6826866643374596, "lower95": 0.5900227216138042, "upper95": 0.7899036165750658 } ], "pvalue": 1.0636335802908845e-87, "eligibleRows": 135903, "developmentRows": 66216, "developmentClusters": 162, "missingFeatureEligibleRows": 0, "zeroCollisionRows": 32000, "incrementalDf": 9, "qvalue": 3.722717531018096e-87, "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": 0.054432479768670494, "spatialGain": 0.13637832424358476, "meanGain": 0.09540540200612763, "positiveRegions": 10, "bestDevelopmentForm": "smooth", "bestDevelopmentMeanGain": 0.13077286019726542, "sensitivityGains": { "benchmark": 0.056917903642832224, "length": 0.055603891339611744, "counted_routes": 0.015176898376913939 } }