{ "feature": "overcrowded_bedrooms", "metadata": { "id": "overcrowded_bedrooms", "label": "Overcrowded households", "family": "Socio-demographic", "source": "ts052", "numerator": [ 7, 8 ], "denominator": [ 3 ], "unit": "%", "role": "candidate", "note": "Bedroom occupancy rating -1 or -2 or less. Household denominator.", "status": "complete", "zeroBand": false, "comparability": "Common source and calculation across England and Wales", "direction": "Higher band = higher feature value; collision-risk direction has not been tested", "observationPeriod": "2021-03-21", "geographicResolution": "LSOA2021, England and Wales", "licence": "Open Government Licence v3.0", "sourceStatus": "Frozen archived input", "numeratorColumns": [ { "column": "Occupancy rating for bedrooms: Occupancy rating of bedrooms: -1", "weight": 1 }, { "column": "Occupancy rating for bedrooms: Occupancy rating of bedrooms: -2 or less", "weight": 1 } ], "denominatorColumns": [ "Occupancy rating for bedrooms: Total: All households" ], "releasedAt": "2023-01-06T00:00:00.000Z", "sourceUrl": "https://www.nomisweb.co.uk/output/census/2021/census2021-ts052.zip", "validCount": 35672, "missingCount": 0, "bandScheme": "Combined E&W deciles", "sourceVersion": "ew-v1", "phase": "Original 1\u20132", "mileageAllocationUse": "No direct use identified in current pilot; nationwide allocation audit pending", "bandedCount": 35672, "bandsWithheld": false, "releaseDecision": "banded", "definition": "100 \u00d7 (Occupancy rating for bedrooms: Occupancy rating of bedrooms: -1 + Occupancy rating for bedrooms: Occupancy rating of bedrooms: -2 or less) / (Occupancy rating for bedrooms: Total: All households)", "denominatorDefinition": "Occupancy rating for bedrooms: Total: All households", "qualityFlags": [ "banded", "retrospective_mixed_vintage", "not_claims_validated" ], "featureFreezeVersion": "ew-v4", "frozenBandsAvailableFrom": "2026-10-12", "historicalAsOf2022Eligible": false, "claimsValidation": false, "predictiveValidation": false, "sourceRegisterUrl": "/research/ew-deciles/v1/source-register.json", "readiness": "calculated research feature; prediction untested", "historicalForecastEligibility": "Exact archived edition and these bands were frozen on 2026-10-12. Historical as-of availability is not certified. Retrospective research only until the forecast-origin audit passes." }, "tested": true, "screeningFamily": "novel candidate", "nationalLSOAs": 35672, "nationalNumericLSOAs": 35672, "nationalBandedLSOAs": 35672, "metrics": [ { "feature": "overcrowded_bedrooms", "form": "linear", "scenario": "fitted", "sample": "temporal_2023", "rows": 33108, "lsoas": 33108, "zeroRows": 7587, "observed": 92703, "expected": 97482.41233167109, "baseExpected": 97536.70796420943, "oe": 0.9509715422777006, "baseDeviance": 70909.04750319224, "featureDeviance": 69035.22853762464, "gain": 0.026425668254579815, "lower95": 0.015767185300451868, "upper95": 0.037277098173963574, "blocks": 162, "unsupportedRows": 0, "conditionalFixedPredictions": true }, { "feature": "overcrowded_bedrooms", "form": "linear", "scenario": "fitted", "sample": "region_East Midlands", "rows": 5694, "lsoas": 2847, "zeroRows": 1329, "observed": 15424, "expected": 16820.039371985724, "baseExpected": 17021.64703151101, "oe": 0.9170014206797358, "baseDeviance": 12138.542212109733, "featureDeviance": 11889.487617606885, "gain": 0.02051766926792775, "lower95": -0.03597486150756317, "upper95": 0.06264958917061468, "blocks": 10, "unsupportedRows": 0, "conditionalFixedPredictions": true }, { "feature": "overcrowded_bedrooms", "form": "linear", "scenario": "fitted", "sample": "region_East of England", "rows": 7516, "lsoas": 3758, "zeroRows": 1855, "observed": 19512, "expected": 19823.479695954753, "baseExpected": 20100.94779254876, "oe": 0.984287334981945, "baseDeviance": 15230.34429048094, "featureDeviance": 14694.311306031886, "gain": 0.03519506678414863, "lower95": 0.021630622393997625, "upper95": 0.060303002202423205, "blocks": 11, "unsupportedRows": 0, "conditionalFixedPredictions": true }, { "feature": "overcrowded_bedrooms", "form": "linear", "scenario": "fitted", "sample": "region_London", "rows": 9984, "lsoas": 4992, "zeroRows": 1285, "observed": 44761, "expected": 25368.52761059075, "baseExpected": 19401.836357881293, "oe": 1.7644303479920276, "baseDeviance": 54847.2022543594, "featureDeviance": 45381.769378530335, "gain": 0.17257822617701024, "lower95": 0.12760314252357702, "upper95": 0.21954003750914217, "blocks": 32, "unsupportedRows": 0, "conditionalFixedPredictions": true }, { "feature": "overcrowded_bedrooms", "form": "linear", "scenario": "fitted", "sample": "region_North East", "rows": 3364, "lsoas": 1682, "zeroRows": 1051, "observed": 6143, "expected": 8505.155263629684, "baseExpected": 9069.709855096766, "oe": 0.7222678257584678, "baseDeviance": 6671.946492096479, "featureDeviance": 6269.008431277896, "gain": 0.06039287954360839, "lower95": 0.03769583782679181, "upper95": 0.08932585419915996, "blocks": 12, "unsupportedRows": 0, "conditionalFixedPredictions": true }, { "feature": "overcrowded_bedrooms", "form": "linear", "scenario": "fitted", "sample": "region_North West", "rows": 9134, "lsoas": 4567, "zeroRows": 2548, "observed": 19780, "expected": 21571.705525845853, "baseExpected": 22100.983328022263, "oe": 0.916941869816499, "baseDeviance": 17000.80673822677, "featureDeviance": 16739.55673859051, "gain": 0.01536691779742616, "lower95": 0.0013335344073673512, "upper95": 0.029596741181901757, "blocks": 23, "unsupportedRows": 0, "conditionalFixedPredictions": true }, { "feature": "overcrowded_bedrooms", "form": "linear", "scenario": "fitted", "sample": "region_South East", "rows": 10474, "lsoas": 5237, "zeroRows": 2230, "observed": 31545, "expected": 25384.33069078862, "baseExpected": 25779.526736701682, "oe": 1.2426957552773665, "baseDeviance": 24290.31978857296, "featureDeviance": 23788.648332423618, "gain": 0.020653143331004875, "lower95": 0.008220029467459089, "upper95": 0.041679860944551804, "blocks": 18, "unsupportedRows": 0, "conditionalFixedPredictions": true }, { "feature": "overcrowded_bedrooms", "form": "linear", "scenario": "fitted", "sample": "region_South West", "rows": 4736, "lsoas": 2368, "zeroRows": 1062, "observed": 12957, "expected": 12474.5446303754, "baseExpected": 12632.637786331881, "oe": 1.0386751888682033, "baseDeviance": 8907.11887715092, "featureDeviance": 8733.300469056761, "gain": 0.019514549035608897, "lower95": 0.006862479449764872, "upper95": 0.029825535273712917, "blocks": 9, "unsupportedRows": 0, "conditionalFixedPredictions": true }, { "feature": "overcrowded_bedrooms", "form": "linear", "scenario": "fitted", "sample": "region_Wales", "rows": 3832, "lsoas": 1916, "zeroRows": 1262, "observed": 6459, "expected": 10422.635265029767, "baseExpected": 10869.3468645565, "oe": 0.6197089158124304, "baseDeviance": 9675.803441414108, "featureDeviance": 9206.955193759193, "gain": 0.048455743287235786, "lower95": 0.025947730963023975, "upper95": 0.06547889507430442, "blocks": 22, "unsupportedRows": 0, "conditionalFixedPredictions": true }, { "feature": "overcrowded_bedrooms", "form": "linear", "scenario": "fitted", "sample": "region_West Midlands", "rows": 5754, "lsoas": 2877, "zeroRows": 1392, "observed": 14285, "expected": 15427.643578643263, "baseExpected": 15173.774457228603, "oe": 0.9259353139176068, "baseDeviance": 11694.784302533519, "featureDeviance": 10763.245569777733, "gain": 0.07965420384486954, "lower95": 0.03393123647617058, "upper95": 0.12744405173706624, "blocks": 12, "unsupportedRows": 0, "conditionalFixedPredictions": true }, { "feature": "overcrowded_bedrooms", "form": "linear", "scenario": "fitted", "sample": "region_Yorkshire and The Humber", "rows": 5728, "lsoas": 2864, "zeroRows": 1087, "observed": 16748, "expected": 12997.102139936453, "baseExpected": 13382.505050153019, "oe": 1.2885949359848523, "baseDeviance": 12546.93837453988, "featureDeviance": 12429.889229246211, "gain": 0.00932890094775507, "lower95": -0.010201893380554005, "upper95": 0.025486317809626693, "blocks": 13, "unsupportedRows": 0, "conditionalFixedPredictions": true }, { "feature": "overcrowded_bedrooms", "form": "linear", "scenario": "fitted", "sample": "spatial_pooled", "rows": 66216, "lsoas": 33108, "zeroRows": 15101, "observed": 187614, "expected": 168795.16377278027, "baseExpected": 165532.91526003176, "oe": 1.111489190842886, "baseDeviance": 173003.8067714847, "featureDeviance": 159896.172266301, "gain": 0.07576500627236005, "lower95": 0.0533997912564702, "upper95": 0.09901988874563819, "blocks": 162, "unsupportedRows": 0, "conditionalFixedPredictions": true }, { "feature": "overcrowded_bedrooms", "form": "linear", "scenario": "fitted", "sample": "diagnostic_2024", "rows": 34844, "lsoas": 34844, "zeroRows": 8432, "observed": 92494, "expected": 98642.01580978248, "baseExpected": 98730.62453805192, "oe": 0.9376734573060826, "baseDeviance": 72161.99967063732, "featureDeviance": 70263.51199588977, "gain": 0.026308689939478547, "lower95": 0.01512335959478893, "upper95": 0.038196020856690986, "blocks": 169, "unsupportedRows": 0, "conditionalFixedPredictions": true }, { "feature": "overcrowded_bedrooms", "form": "linear", "scenario": "fitted", "sample": "diagnostic_2025", "rows": 34843, "lsoas": 34843, "zeroRows": 8467, "observed": 92791, "expected": 100010.38805936088, "baseExpected": 100097.08544166648, "oe": 0.9278136181705862, "baseDeviance": 71788.98081332492, "featureDeviance": 69774.24477906921, "gain": 0.02806469755427632, "lower95": 0.016712780169430206, "upper95": 0.03931247295695959, "blocks": 169, "unsupportedRows": 0, "conditionalFixedPredictions": true }, { "feature": "overcrowded_bedrooms", "form": "smooth", "scenario": "fitted", "sample": "temporal_2023", "rows": 33108, "lsoas": 33108, "zeroRows": 7587, "observed": 92703, "expected": 97469.01461540887, "baseExpected": 97536.70796420943, "oe": 0.9511022591721635, "baseDeviance": 70909.04750319224, "featureDeviance": 68099.25334905615, "gain": 0.03962532642974226, "lower95": 0.029193040921150687, "upper95": 0.05151983023942135, "blocks": 162, "unsupportedRows": 0, "conditionalFixedPredictions": true }, { "feature": "overcrowded_bedrooms", "form": "smooth", "scenario": "fitted", "sample": "region_East Midlands", "rows": 5694, "lsoas": 2847, "zeroRows": 1329, "observed": 15424, "expected": 16591.242184892035, "baseExpected": 17021.64703151101, "oe": 0.9296470889952457, "baseDeviance": 12138.542212109733, "featureDeviance": 11617.18279376629, "gain": 0.04295074393886622, "lower95": -0.028373313506598608, "upper95": 0.09601085398534566, "blocks": 10, "unsupportedRows": 0, "conditionalFixedPredictions": true }, { "feature": "overcrowded_bedrooms", "form": "smooth", "scenario": "fitted", "sample": "region_East of England", "rows": 7516, "lsoas": 3758, "zeroRows": 1855, "observed": 19512, "expected": 20494.700374915024, "baseExpected": 20100.94779254876, "oe": 0.9520510006519625, "baseDeviance": 15230.34429048094, "featureDeviance": 14601.10365488153, "gain": 0.04131493179656409, "lower95": 0.026008107462828244, "upper95": 0.07214534513567883, "blocks": 11, "unsupportedRows": 0, "conditionalFixedPredictions": true }, { "feature": "overcrowded_bedrooms", "form": "smooth", "scenario": "fitted", "sample": "region_London", "rows": 9984, "lsoas": 4992, "zeroRows": 1285, "observed": 44761, "expected": 25465.232198362915, "baseExpected": 19401.836357881293, "oe": 1.757729898213045, "baseDeviance": 54847.2022543594, "featureDeviance": 43395.215657052984, "gain": 0.20879800840518137, "lower95": 0.17797737111808384, "upper95": 0.2372533948928864, "blocks": 32, "unsupportedRows": 0, "conditionalFixedPredictions": true }, { "feature": "overcrowded_bedrooms", "form": "smooth", "scenario": "fitted", "sample": "region_North East", "rows": 3364, "lsoas": 1682, "zeroRows": 1051, "observed": 6143, "expected": 7992.171096754076, "baseExpected": 9069.709855096766, "oe": 0.7686271884863558, "baseDeviance": 6671.946492096479, "featureDeviance": 5973.586955784554, "gain": 0.10467103372894171, "lower95": 0.06822929281946973, "upper95": 0.14251407002958258, "blocks": 12, "unsupportedRows": 0, "conditionalFixedPredictions": true }, { "feature": "overcrowded_bedrooms", "form": "smooth", "scenario": "fitted", "sample": "region_North West", "rows": 9134, "lsoas": 4567, "zeroRows": 2548, "observed": 19780, "expected": 20979.05016915916, "baseExpected": 22100.983328022263, "oe": 0.9428453547948583, "baseDeviance": 17000.80673822677, "featureDeviance": 16626.358633680902, "gain": 0.022025313875482788, "lower95": 0.005872466428462011, "upper95": 0.04079117785733112, "blocks": 23, "unsupportedRows": 0, "conditionalFixedPredictions": true }, { "feature": "overcrowded_bedrooms", "form": "smooth", "scenario": "fitted", "sample": "region_South East", "rows": 10474, "lsoas": 5237, "zeroRows": 2230, "observed": 31545, "expected": 26187.86289329752, "baseExpected": 25779.526736701682, "oe": 1.2045656466329515, "baseDeviance": 24290.31978857296, "featureDeviance": 22965.898419732235, "gain": 0.054524657574239965, "lower95": 0.03971293001396426, "upper95": 0.07405894082507056, "blocks": 18, "unsupportedRows": 0, "conditionalFixedPredictions": true }, { "feature": "overcrowded_bedrooms", "form": "smooth", "scenario": "fitted", "sample": "region_South West", "rows": 4736, "lsoas": 2368, "zeroRows": 1062, "observed": 12957, "expected": 12573.21793462981, "baseExpected": 12632.637786331881, "oe": 1.0305237742132152, "baseDeviance": 8907.11887715092, "featureDeviance": 8536.211975730588, "gain": 0.041641624697724144, "lower95": 0.03260093158095326, "upper95": 0.054376736357206, "blocks": 9, "unsupportedRows": 0, "conditionalFixedPredictions": true }, { "feature": "overcrowded_bedrooms", "form": "smooth", "scenario": "fitted", "sample": "region_Wales", "rows": 3832, "lsoas": 1916, "zeroRows": 1262, "observed": 6459, "expected": 10301.022818411759, "baseExpected": 10869.3468645565, "oe": 0.6270251133174237, "baseDeviance": 9675.803441414108, "featureDeviance": 8970.423905694295, "gain": 0.07290139159924092, "lower95": 0.04532503593787091, "upper95": 0.09304037689448015, "blocks": 22, "unsupportedRows": 0, "conditionalFixedPredictions": true }, { "feature": "overcrowded_bedrooms", "form": "smooth", "scenario": "fitted", "sample": "region_West Midlands", "rows": 5754, "lsoas": 2877, "zeroRows": 1392, "observed": 14285, "expected": 15671.647733357464, "baseExpected": 15173.774457228603, "oe": 0.911518701992902, "baseDeviance": 11694.784302533519, "featureDeviance": 10439.808989019966, "gain": 0.10731068492145501, "lower95": 0.06326778834131037, "upper95": 0.14549635885237566, "blocks": 12, "unsupportedRows": 0, "conditionalFixedPredictions": true }, { "feature": "overcrowded_bedrooms", "form": "smooth", "scenario": "fitted", "sample": "region_Yorkshire and The Humber", "rows": 5728, "lsoas": 2864, "zeroRows": 1087, "observed": 16748, "expected": 12606.758764346221, "baseExpected": 13382.505050153019, "oe": 1.3284937320579038, "baseDeviance": 12546.93837453988, "featureDeviance": 12303.207649148282, "gain": 0.019425513867683875, "lower95": -0.008800417599438837, "upper95": 0.042763709235367216, "blocks": 13, "unsupportedRows": 0, "conditionalFixedPredictions": true }, { "feature": "overcrowded_bedrooms", "form": "smooth", "scenario": "fitted", "sample": "spatial_pooled", "rows": 66216, "lsoas": 33108, "zeroRows": 15101, "observed": 187614, "expected": 168862.90616812598, "baseExpected": 165532.91526003176, "oe": 1.1110432969405653, "baseDeviance": 173003.8067714847, "featureDeviance": 155428.99863449164, "gain": 0.10158625099045981, "lower95": 0.0808583743047633, "upper95": 0.1218484575583484, "blocks": 162, "unsupportedRows": 0, "conditionalFixedPredictions": true }, { "feature": "overcrowded_bedrooms", "form": "smooth", "scenario": "fitted", "sample": "diagnostic_2024", "rows": 34844, "lsoas": 34844, "zeroRows": 8432, "observed": 92494, "expected": 98571.71140706321, "baseExpected": 98730.62453805192, "oe": 0.9383422351067376, "baseDeviance": 72161.99967063732, "featureDeviance": 69424.07225876363, "gain": 0.0379414016292533, "lower95": 0.0265930173774034, "upper95": 0.04921405348476549, "blocks": 169, "unsupportedRows": 0, "conditionalFixedPredictions": true }, { "feature": "overcrowded_bedrooms", "form": "smooth", "scenario": "fitted", "sample": "diagnostic_2025", "rows": 34843, "lsoas": 34843, "zeroRows": 8467, "observed": 92791, "expected": 99934.54227986421, "baseExpected": 100097.08544166648, "oe": 0.9285177865741467, "baseDeviance": 71788.98081332492, "featureDeviance": 68922.80093034526, "gain": 0.039925067197049025, "lower95": 0.029498274966762772, "upper95": 0.050438385306303804, "blocks": 169, "unsupportedRows": 0, "conditionalFixedPredictions": true }, { "feature": "overcrowded_bedrooms", "form": "categorical", "scenario": "fitted", "sample": "temporal_2023", "rows": 33108, "lsoas": 33108, "zeroRows": 7587, "observed": 92703, "expected": 97475.92488530019, "baseExpected": 97536.70796420943, "oe": 0.9510348335661705, "baseDeviance": 70909.04750319224, "featureDeviance": 68352.72871615678, "gain": 0.036050671628615194, "lower95": 0.02563639996532632, "upper95": 0.047142063608065214, "blocks": 162, "unsupportedRows": 0, "conditionalFixedPredictions": true }, { "feature": "overcrowded_bedrooms", "form": "categorical", "scenario": "fitted", "sample": "region_East Midlands", "rows": 5694, "lsoas": 2847, "zeroRows": 1329, "observed": 15424, "expected": 16596.43242666324, "baseExpected": 17021.64703151101, "oe": 0.9293563582508461, "baseDeviance": 12138.542212109733, "featureDeviance": 11576.481973697355, "gain": 0.04630376766755828, "lower95": -0.01384012404661647, "upper95": 0.09346167743273709, "blocks": 10, "unsupportedRows": 0, "conditionalFixedPredictions": true }, { "feature": "overcrowded_bedrooms", "form": "categorical", "scenario": "fitted", "sample": "region_East of England", "rows": 7516, "lsoas": 3758, "zeroRows": 1855, "observed": 19512, "expected": 20571.93263158872, "baseExpected": 20100.94779254876, "oe": 0.9484767595456167, "baseDeviance": 15230.34429048094, "featureDeviance": 14658.378753702873, "gain": 0.03755434058936857, "lower95": 0.02386065662956106, "upper95": 0.06564587661986476, "blocks": 11, "unsupportedRows": 0, "conditionalFixedPredictions": true }, { "feature": "overcrowded_bedrooms", "form": "categorical", "scenario": "fitted", "sample": "region_London", "rows": 9984, "lsoas": 4992, "zeroRows": 1285, "observed": 44761, "expected": 25739.743822912365, "baseExpected": 19401.836357881293, "oe": 1.7389838961860904, "baseDeviance": 54847.2022543594, "featureDeviance": 43030.611980189344, "gain": 0.21544563420699991, "lower95": 0.19182633604329433, "upper95": 0.2384886241030625, "blocks": 32, "unsupportedRows": 0, "conditionalFixedPredictions": true }, { "feature": "overcrowded_bedrooms", "form": "categorical", "scenario": "fitted", "sample": "region_North East", "rows": 3364, "lsoas": 1682, "zeroRows": 1051, "observed": 6143, "expected": 8026.765770253924, "baseExpected": 9069.709855096766, "oe": 0.7653144710868608, "baseDeviance": 6671.946492096479, "featureDeviance": 5992.0006417510585, "gain": 0.10191116657648225, "lower95": 0.06837942889126306, "upper95": 0.1369369307822285, "blocks": 12, "unsupportedRows": 0, "conditionalFixedPredictions": true }, { "feature": "overcrowded_bedrooms", "form": "categorical", "scenario": "fitted", "sample": "region_North West", "rows": 9134, "lsoas": 4567, "zeroRows": 2548, "observed": 19780, "expected": 20994.398326093928, "baseExpected": 22100.983328022263, "oe": 0.9421560786248133, "baseDeviance": 17000.80673822677, "featureDeviance": 16589.04981841018, "gain": 0.024219845925943062, "lower95": 0.008103889573532096, "upper95": 0.041068057162784055, "blocks": 23, "unsupportedRows": 0, "conditionalFixedPredictions": true }, { "feature": "overcrowded_bedrooms", "form": "categorical", "scenario": "fitted", "sample": "region_South East", "rows": 10474, "lsoas": 5237, "zeroRows": 2230, "observed": 31545, "expected": 26238.003220467515, "baseExpected": 25779.526736701682, "oe": 1.2022637444983866, "baseDeviance": 24290.31978857296, "featureDeviance": 23020.57340379957, "gain": 0.05227376155709251, "lower95": 0.037875086947969504, "upper95": 0.06974472885906871, "blocks": 18, "unsupportedRows": 0, "conditionalFixedPredictions": true }, { "feature": "overcrowded_bedrooms", "form": "categorical", "scenario": "fitted", "sample": "region_South West", "rows": 4736, "lsoas": 2368, "zeroRows": 1062, "observed": 12957, "expected": 12575.825130879699, "baseExpected": 12632.637786331881, "oe": 1.0303101279759634, "baseDeviance": 8907.11887715092, "featureDeviance": 8515.38847274176, "gain": 0.04397947415005876, "lower95": 0.03404552791722354, "upper95": 0.05684226608458655, "blocks": 9, "unsupportedRows": 0, "conditionalFixedPredictions": true }, { "feature": "overcrowded_bedrooms", "form": "categorical", "scenario": "fitted", "sample": "region_Wales", "rows": 3832, "lsoas": 1916, "zeroRows": 1262, "observed": 6459, "expected": 10351.620152262518, "baseExpected": 10869.3468645565, "oe": 0.6239602984841246, "baseDeviance": 9675.803441414108, "featureDeviance": 9021.905580762159, "gain": 0.06758073007696219, "lower95": 0.04286065977089448, "upper95": 0.08615883565364958, "blocks": 22, "unsupportedRows": 0, "conditionalFixedPredictions": true }, { "feature": "overcrowded_bedrooms", "form": "categorical", "scenario": "fitted", "sample": "region_West Midlands", "rows": 5754, "lsoas": 2877, "zeroRows": 1392, "observed": 14285, "expected": 15610.90939506113, "baseExpected": 15173.774457228603, "oe": 0.9150652046266688, "baseDeviance": 11694.784302533519, "featureDeviance": 10559.566471213533, "gain": 0.09707043772274238, "lower95": 0.05915472419483629, "upper95": 0.1265389950477986, "blocks": 12, "unsupportedRows": 0, "conditionalFixedPredictions": true }, { "feature": "overcrowded_bedrooms", "form": "categorical", "scenario": "fitted", "sample": "region_Yorkshire and The Humber", "rows": 5728, "lsoas": 2864, "zeroRows": 1087, "observed": 16748, "expected": 12682.245490063371, "baseExpected": 13382.505050153019, "oe": 1.3205863278015062, "baseDeviance": 12546.93837453988, "featureDeviance": 12253.670900730402, "gain": 0.023373628295216164, "lower95": -0.00715296701805001, "upper95": 0.051593432567515654, "blocks": 13, "unsupportedRows": 0, "conditionalFixedPredictions": true }, { "feature": "overcrowded_bedrooms", "form": "categorical", "scenario": "fitted", "sample": "spatial_pooled", "rows": 66216, "lsoas": 33108, "zeroRows": 15101, "observed": 187614, "expected": 169387.8763662464, "baseExpected": 165532.91526003176, "oe": 1.1075999299639692, "baseDeviance": 173003.8067714847, "featureDeviance": 155217.62799699826, "gain": 0.10280801969854714, "lower95": 0.08330126430278731, "upper95": 0.12256145515716281, "blocks": 162, "unsupportedRows": 0, "conditionalFixedPredictions": true }, { "feature": "overcrowded_bedrooms", "form": "categorical", "scenario": "fitted", "sample": "diagnostic_2024", "rows": 34844, "lsoas": 34844, "zeroRows": 8432, "observed": 92494, "expected": 98583.26978818278, "baseExpected": 98730.62453805192, "oe": 0.9382322193079388, "baseDeviance": 72161.99967063732, "featureDeviance": 69696.58264302422, "gain": 0.0341650319955904, "lower95": 0.023768194812210326, "upper95": 0.044501539084072235, "blocks": 169, "unsupportedRows": 0, "conditionalFixedPredictions": true }, { "feature": "overcrowded_bedrooms", "form": "categorical", "scenario": "fitted", "sample": "diagnostic_2025", "rows": 34843, "lsoas": 34843, "zeroRows": 8467, "observed": 92791, "expected": 99949.1803901295, "baseExpected": 100097.08544166648, "oe": 0.9283818000088732, "baseDeviance": 71788.98081332492, "featureDeviance": 69185.07491452374, "gain": 0.03627166550215, "lower95": 0.02672672333869856, "upper95": 0.04578345622991537, "blocks": 169, "unsupportedRows": 0, "conditionalFixedPredictions": true }, { "feature": "overcrowded_bedrooms", "form": "categorical", "scenario": "benchmark", "sample": "temporal_2023", "rows": 33108, "lsoas": 33108, "zeroRows": 7587, "observed": 92703, "expected": 97220.03546124842, "baseExpected": 97285.25165385114, "oe": 0.9535380187857584, "baseDeviance": 72256.19871382597, "featureDeviance": 69476.66790377186, "gain": 0.038467714321128055, "lower95": 0.027692900658800076, "upper95": 0.049508738584653406, "blocks": 162, "unsupportedRows": 0, "conditionalFixedPredictions": true }, { "feature": "overcrowded_bedrooms", "form": "categorical", "scenario": "benchmark", "sample": "diagnostic_2024", "rows": 34844, "lsoas": 34844, "zeroRows": 8432, "observed": 92494, "expected": 98694.57383468462, "baseExpected": 98847.55877588826, "oe": 0.9371741161264782, "baseDeviance": 73564.52719010701, "featureDeviance": 70872.56495000818, "gain": 0.03659321065358312, "lower95": 0.025899965938745904, "upper95": 0.047140409084366675, "blocks": 169, "unsupportedRows": 0, "conditionalFixedPredictions": true }, { "feature": "overcrowded_bedrooms", "form": "categorical", "scenario": "benchmark", "sample": "diagnostic_2025", "rows": 34843, "lsoas": 34843, "zeroRows": 8467, "observed": 92791, "expected": 100093.43565042001, "baseExpected": 100248.78404676483, "oe": 0.9270438105859006, "baseDeviance": 73149.12509223106, "featureDeviance": 70306.47850632231, "gain": 0.038860978614912445, "lower95": 0.028969192931180207, "upper95": 0.04870983729700196, "blocks": 169, "unsupportedRows": 0, "conditionalFixedPredictions": true }, { "feature": "overcrowded_bedrooms", "form": "categorical", "scenario": "length", "sample": "temporal_2023", "rows": 33108, "lsoas": 33108, "zeroRows": 7587, "observed": 92703, "expected": 97077.56666105722, "baseExpected": 97140.95635029627, "oe": 0.9549374092128734, "baseDeviance": 73771.73481377443, "featureDeviance": 71184.47689467494, "gain": 0.03507112752100283, "lower95": 0.025166389909233193, "upper95": 0.045067654847410085, "blocks": 162, "unsupportedRows": 0, "conditionalFixedPredictions": true }, { "feature": "overcrowded_bedrooms", "form": "categorical", "scenario": "length", "sample": "diagnostic_2024", "rows": 34844, "lsoas": 34844, "zeroRows": 8432, "observed": 92494, "expected": 98761.96890576207, "baseExpected": 98907.15039662909, "oe": 0.9365345894253797, "baseDeviance": 75184.10117699776, "featureDeviance": 72702.91008977377, "gain": 0.033001539532710455, "lower95": 0.02244103435467058, "upper95": 0.04323295818302048, "blocks": 169, "unsupportedRows": 0, "conditionalFixedPredictions": true }, { "feature": "overcrowded_bedrooms", "form": "categorical", "scenario": "length", "sample": "diagnostic_2025", "rows": 34843, "lsoas": 34843, "zeroRows": 8467, "observed": 92791, "expected": 100163.75596522022, "baseExpected": 100313.28989732909, "oe": 0.9263929762400258, "baseDeviance": 74708.73022951678, "featureDeviance": 72076.59235659946, "gain": 0.03523199852053405, "lower95": 0.025387247458190817, "upper95": 0.04468443251180631, "blocks": 169, "unsupportedRows": 0, "conditionalFixedPredictions": true }, { "feature": "overcrowded_bedrooms", "form": "categorical", "scenario": "counted_routes", "sample": "temporal_2023", "rows": 5098, "lsoas": 5098, "zeroRows": 2530, "observed": 6032, "expected": 6236.933315737062, "baseExpected": 6243.812676283444, "oe": 0.9671419742103105, "baseDeviance": 9233.014031350176, "featureDeviance": 9199.443009537643, "gain": 0.0036359764751299206, "lower95": -0.005354845353814153, "upper95": 0.012075797065501645, "blocks": 159, "unsupportedRows": 0, "conditionalFixedPredictions": true }, { "feature": "overcrowded_bedrooms", "form": "categorical", "scenario": "counted_routes", "sample": "diagnostic_2024", "rows": 6430, "lsoas": 6430, "zeroRows": 3286, "observed": 6863, "expected": 6654.685877054592, "baseExpected": 6644.032760936374, "oe": 1.0313033743130802, "baseDeviance": 10665.127727495616, "featureDeviance": 10616.846407675997, "gain": 0.004527026872368833, "lower95": -0.002136234391369657, "upper95": 0.011006510298462545, "blocks": 168, "unsupportedRows": 0, "conditionalFixedPredictions": true }, { "feature": "overcrowded_bedrooms", "form": "categorical", "scenario": "counted_routes", "sample": "diagnostic_2025", "rows": 6060, "lsoas": 6060, "zeroRows": 3188, "observed": 6133, "expected": 6504.811374383747, "baseExpected": 6520.340102433249, "oe": 0.9428405601662859, "baseDeviance": 9570.44385319353, "featureDeviance": 9491.226762057071, "gain": 0.008277264080079783, "lower95": 0.0016353892947029492, "upper95": 0.014721009649527347, "blocks": 166, "unsupportedRows": 0, "conditionalFixedPredictions": true } ], "effects": [ { "sample": "development", "scenario": "fitted", "band": "D1", "bandValue": 1, "referenceBand": "D5", "rows": 6528, "lsoas": 3264, "collisions": 14774, "miles": 80252198880.70865, "clusters": 129, "sourceReportingAreas": null, "estimable": true, "weakSupport": false, "logEffect": -0.2902494128476305, "rr": 0.7480769643029918, "lower95": 0.7089005001490499, "upper95": 0.7894184647960001 }, { "sample": "development", "scenario": "fitted", "band": "D2", "bandValue": 2, "referenceBand": "D5", "rows": 6462, "lsoas": 3231, "collisions": 16347, "miles": 85664456934.07913, "clusters": 136, "sourceReportingAreas": null, "estimable": true, "weakSupport": false, "logEffect": -0.23543851959177073, "rr": 0.7902242448245435, "lower95": 0.7573446717331639, "upper95": 0.8245312608847861 }, { "sample": "development", "scenario": "fitted", "band": "D3", "bandValue": 3, "referenceBand": "D5", "rows": 6530, "lsoas": 3265, "collisions": 16265, "miles": 78281358519.67116, "clusters": 140, "sourceReportingAreas": null, "estimable": true, "weakSupport": false, "logEffect": -0.18257533785481256, "rr": 0.8331218759490263, "lower95": 0.7944453049244107, "upper95": 0.8736813672161682 }, { "sample": "development", "scenario": "fitted", "band": "D4", "bandValue": 4, "referenceBand": "D5", "rows": 6528, "lsoas": 3264, "collisions": 16749, "miles": 71316180496.3998, "clusters": 146, "sourceReportingAreas": null, "estimable": true, "weakSupport": false, "logEffect": -0.0687352751640887, "rr": 0.9335737875367349, "lower95": 0.8907448250742828, "upper95": 0.9784620603358564 }, { "sample": "development", "scenario": "fitted", "band": "D5", "bandValue": 5, "referenceBand": "D5", "rows": 6542, "lsoas": 3271, "collisions": 16246, "miles": 56298465997.584816, "clusters": 151, "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": 6604, "lsoas": 3302, "collisions": 15752, "miles": 45566145711.725174, "clusters": 154, "sourceReportingAreas": null, "estimable": true, "weakSupport": false, "logEffect": 0.06082609386023924, "rr": 1.0627140856119508, "lower95": 1.0183157334152084, "upper95": 1.1090481966437011 }, { "sample": "development", "scenario": "fitted", "band": "D7", "bandValue": 7, "referenceBand": "D5", "rows": 6580, "lsoas": 3290, "collisions": 17109, "miles": 35752214433.8434, "clusters": 158, "sourceReportingAreas": null, "estimable": true, "weakSupport": false, "logEffect": 0.18685848462406573, "rr": 1.2054566823231836, "lower95": 1.134353335862164, "upper95": 1.2810169168790515 }, { "sample": "development", "scenario": "fitted", "band": "D8", "bandValue": 8, "referenceBand": "D5", "rows": 6666, "lsoas": 3333, "collisions": 19123, "miles": 33318390607.57955, "clusters": 155, "sourceReportingAreas": null, "estimable": true, "weakSupport": false, "logEffect": 0.2703655143390341, "rr": 1.3104433490403826, "lower95": 1.2383911674053654, "upper95": 1.3866876769172394 }, { "sample": "development", "scenario": "fitted", "band": "D9", "bandValue": 9, "referenceBand": "D5", "rows": 6762, "lsoas": 3381, "collisions": 23901, "miles": 32152735376.686, "clusters": 132, "sourceReportingAreas": null, "estimable": true, "weakSupport": false, "logEffect": 0.4037717447989436, "rr": 1.4974621044322343, "lower95": 1.3903124616077114, "upper95": 1.612869636238164 }, { "sample": "development", "scenario": "fitted", "band": "D10", "bandValue": 10, "referenceBand": "D5", "rows": 7014, "lsoas": 3507, "collisions": 31348, "miles": 27859653041.722336, "clusters": 93, "sourceReportingAreas": null, "estimable": true, "weakSupport": false, "logEffect": 0.6540399082230307, "rr": 1.923295090867345, "lower95": 1.7011038938253555, "upper95": 2.174507988595666 }, { "sample": "year_2022", "scenario": "fitted", "band": "D1", "bandValue": 1, "referenceBand": "D5", "rows": 3264, "lsoas": 3264, "collisions": 7467, "miles": 39665837875.348495, "clusters": 129, "sourceReportingAreas": null, "estimable": true, "weakSupport": false, "logEffect": -0.28395515297728874, "rr": 0.752800404806022, "lower95": 0.7076398387924586, "upper95": 0.8008430537816549 }, { "sample": "year_2022", "scenario": "fitted", "band": "D2", "bandValue": 2, "referenceBand": "D5", "rows": 3231, "lsoas": 3231, "collisions": 8250, "miles": 42295263327.17636, "clusters": 136, "sourceReportingAreas": null, "estimable": true, "weakSupport": false, "logEffect": -0.23054668025019134, "rr": 0.7940993653799763, "lower95": 0.7586222392711118, "upper95": 0.831235586637638 }, { "sample": "year_2022", "scenario": "fitted", "band": "D3", "bandValue": 3, "referenceBand": "D5", "rows": 3265, "lsoas": 3265, "collisions": 8209, "miles": 38658309942.52557, "clusters": 140, "sourceReportingAreas": null, "estimable": true, "weakSupport": false, "logEffect": -0.17859873221629552, "rr": 0.8364414690803776, "lower95": 0.7965395237627363, "upper95": 0.8783422671763607 }, { "sample": "year_2022", "scenario": "fitted", "band": "D4", "bandValue": 4, "referenceBand": "D5", "rows": 3264, "lsoas": 3264, "collisions": 8425, "miles": 35257192212.41903, "clusters": 146, "sourceReportingAreas": null, "estimable": true, "weakSupport": false, "logEffect": -0.0709939147201673, "rr": 0.9314675603511056, "lower95": 0.8837943015261616, "upper95": 0.981712389962448 }, { "sample": "year_2022", "scenario": "fitted", "band": "D5", "bandValue": 5, "referenceBand": "D5", "rows": 3271, "lsoas": 3271, "collisions": 8202, "miles": 27823918834.18258, "clusters": 151, "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": 3302, "lsoas": 3302, "collisions": 7960, "miles": 22548625841.16433, "clusters": 154, "sourceReportingAreas": null, "estimable": true, "weakSupport": false, "logEffect": 0.06380373460507802, "rr": 1.0658831822474915, "lower95": 1.0168105145204094, "upper95": 1.1173241641132097 }, { "sample": "year_2022", "scenario": "fitted", "band": "D7", "bandValue": 7, "referenceBand": "D5", "rows": 3290, "lsoas": 3290, "collisions": 8660, "miles": 17702839554.9846, "clusters": 158, "sourceReportingAreas": null, "estimable": true, "weakSupport": false, "logEffect": 0.19011119616899175, "rr": 1.2093840690560793, "lower95": 1.1327304289756552, "upper95": 1.2912249808714853 }, { "sample": "year_2022", "scenario": "fitted", "band": "D8", "bandValue": 8, "referenceBand": "D5", "rows": 3333, "lsoas": 3333, "collisions": 9802, "miles": 16497581851.08696, "clusters": 155, "sourceReportingAreas": null, "estimable": true, "weakSupport": false, "logEffect": 0.2874415547140994, "rr": 1.3330126815791876, "lower95": 1.2557591643922459, "upper95": 1.4150187867519326 }, { "sample": "year_2022", "scenario": "fitted", "band": "D9", "bandValue": 9, "referenceBand": "D5", "rows": 3381, "lsoas": 3381, "collisions": 12083, "miles": 15952653863.171906, "clusters": 132, "sourceReportingAreas": null, "estimable": true, "weakSupport": false, "logEffect": 0.40566129488440295, "rr": 1.5002943090331842, "lower95": 1.3892833831424993, "upper95": 1.620175581907529 }, { "sample": "year_2022", "scenario": "fitted", "band": "D10", "bandValue": 10, "referenceBand": "D5", "rows": 3507, "lsoas": 3507, "collisions": 15853, "miles": 13849976697.940174, "clusters": 93, "sourceReportingAreas": null, "estimable": true, "weakSupport": false, "logEffect": 0.6564308307585327, "rr": 1.92789904209468, "lower95": 1.7053391381347436, "upper95": 2.1795047292322858 }, { "sample": "year_2023", "scenario": "fitted", "band": "D1", "bandValue": 1, "referenceBand": "D5", "rows": 3264, "lsoas": 3264, "collisions": 7307, "miles": 40586361005.36016, "clusters": 129, "sourceReportingAreas": null, "estimable": true, "weakSupport": false, "logEffect": -0.2953979384193876, "rr": 0.7442353686851347, "lower95": 0.7036518140248152, "upper95": 0.787159605023579 }, { "sample": "year_2023", "scenario": "fitted", "band": "D2", "bandValue": 2, "referenceBand": "D5", "rows": 3231, "lsoas": 3231, "collisions": 8097, "miles": 43369193606.90276, "clusters": 136, "sourceReportingAreas": null, "estimable": true, "weakSupport": false, "logEffect": -0.23892141815695195, "rr": 0.7874767613166371, "lower95": 0.747995077105033, "upper95": 0.8290424209926492 }, { "sample": "year_2023", "scenario": "fitted", "band": "D3", "bandValue": 3, "referenceBand": "D5", "rows": 3265, "lsoas": 3265, "collisions": 8056, "miles": 39623048577.145584, "clusters": 140, "sourceReportingAreas": null, "estimable": true, "weakSupport": false, "logEffect": -0.18531651142744607, "rr": 0.8308412714742943, "lower95": 0.7872620461744597, "upper95": 0.8768328433199357 }, { "sample": "year_2023", "scenario": "fitted", "band": "D4", "bandValue": 4, "referenceBand": "D5", "rows": 3264, "lsoas": 3264, "collisions": 8324, "miles": 36058988283.98077, "clusters": 146, "sourceReportingAreas": null, "estimable": true, "weakSupport": false, "logEffect": -0.06624506089636696, "rr": 0.9359014833301987, "lower95": 0.8916299353919159, "upper95": 0.9823712189683933 }, { "sample": "year_2023", "scenario": "fitted", "band": "D5", "bandValue": 5, "referenceBand": "D5", "rows": 3271, "lsoas": 3271, "collisions": 8044, "miles": 28474547163.402237, "clusters": 151, "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": 3302, "lsoas": 3302, "collisions": 7792, "miles": 23017519870.56085, "clusters": 154, "sourceReportingAreas": null, "estimable": true, "weakSupport": false, "logEffect": 0.05925898840611633, "rr": 1.0610500048078242, "lower95": 1.0124757113917264, "upper95": 1.111954686947647 }, { "sample": "year_2023", "scenario": "fitted", "band": "D7", "bandValue": 7, "referenceBand": "D5", "rows": 3290, "lsoas": 3290, "collisions": 8449, "miles": 18049374878.858795, "clusters": 158, "sourceReportingAreas": null, "estimable": true, "weakSupport": false, "logEffect": 0.18436609799546422, "rr": 1.2024559592412176, "lower95": 1.129663950860033, "upper95": 1.2799384567542653 }, { "sample": "year_2023", "scenario": "fitted", "band": "D8", "bandValue": 8, "referenceBand": "D5", "rows": 3333, "lsoas": 3333, "collisions": 9321, "miles": 16820808756.492592, "clusters": 155, "sourceReportingAreas": null, "estimable": true, "weakSupport": false, "logEffect": 0.25409569204081234, "rr": 1.2892951736513523, "lower95": 1.2139882159022737, "upper95": 1.369273624756902 }, { "sample": "year_2023", "scenario": "fitted", "band": "D9", "bandValue": 9, "referenceBand": "D5", "rows": 3381, "lsoas": 3381, "collisions": 11818, "miles": 16200081513.514095, "clusters": 132, "sourceReportingAreas": null, "estimable": true, "weakSupport": false, "logEffect": 0.4032844947647511, "rr": 1.496732643699963, "lower95": 1.3843453033159703, "upper95": 1.6182440907994784 }, { "sample": "year_2023", "scenario": "fitted", "band": "D10", "bandValue": 10, "referenceBand": "D5", "rows": 3507, "lsoas": 3507, "collisions": 15495, "miles": 14009676343.782162, "clusters": 93, "sourceReportingAreas": null, "estimable": true, "weakSupport": false, "logEffect": 0.6520527253470978, "rr": 1.9194769467291866, "lower95": 1.6886944521576133, "upper95": 2.1817989301245837 }, { "sample": "region_East Midlands", "scenario": "fitted", "band": "D1", "bandValue": 1, "referenceBand": "D5", "rows": 812, "lsoas": 406, "collisions": 2143, "miles": 11925747596.144375, "clusters": 9, "sourceReportingAreas": null, "estimable": true, "weakSupport": true, "logEffect": -0.4146484262076095, "rr": 0.660572479856915, "lower95": 0.5824780267867422, "upper95": 0.7491372739869443 }, { "sample": "region_East Midlands", "scenario": "fitted", "band": "D2", "bandValue": 2, "referenceBand": "D5", "rows": 756, "lsoas": 378, "collisions": 2246, "miles": 11730563677.57238, "clusters": 9, "sourceReportingAreas": null, "estimable": true, "weakSupport": true, "logEffect": -0.289941699675454, "rr": 0.7483071928590727, "lower95": 0.6719124064844298, "upper95": 0.8333878783611972 }, { "sample": "region_East Midlands", "scenario": "fitted", "band": "D3", "bandValue": 3, "referenceBand": "D5", "rows": 726, "lsoas": 363, "collisions": 1842, "miles": 9999105826.901197, "clusters": 10, "sourceReportingAreas": null, "estimable": true, "weakSupport": false, "logEffect": -0.34985887471645666, "rr": 0.7047875460429205, "lower95": 0.592750661503021, "upper95": 0.838000726642243 }, { "sample": "region_East Midlands", "scenario": "fitted", "band": "D4", "bandValue": 4, "referenceBand": "D5", "rows": 658, "lsoas": 329, "collisions": 1797, "miles": 7312814116.354248, "clusters": 10, "sourceReportingAreas": null, "estimable": true, "weakSupport": false, "logEffect": -0.09916501377631763, "rr": 0.9055932603297286, "lower95": 0.7801833778103986, "upper95": 1.051162042770321 }, { "sample": "region_East Midlands", "scenario": "fitted", "band": "D5", "bandValue": 5, "referenceBand": "D5", "rows": 554, "lsoas": 277, "collisions": 1462, "miles": 4897677987.759393, "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": 512, "lsoas": 256, "collisions": 1260, "miles": 3567707597.8826175, "clusters": 9, "sourceReportingAreas": null, "estimable": true, "weakSupport": true, "logEffect": 0.05633294737213624, "rr": 1.0579498667321368, "lower95": 0.962096541783863, "upper95": 1.1633530232249703 }, { "sample": "region_East Midlands", "scenario": "fitted", "band": "D7", "bandValue": 7, "referenceBand": "D5", "rows": 504, "lsoas": 252, "collisions": 1162, "miles": 2674347584.3921638, "clusters": 9, "sourceReportingAreas": null, "estimable": true, "weakSupport": true, "logEffect": 0.05663544899136014, "rr": 1.058269946689793, "lower95": 0.9334760237465122, "upper95": 1.1997472367548867 }, { "sample": "region_East Midlands", "scenario": "fitted", "band": "D8", "bandValue": 8, "referenceBand": "D5", "rows": 482, "lsoas": 241, "collisions": 1400, "miles": 2799701646.2145386, "clusters": 9, "sourceReportingAreas": null, "estimable": true, "weakSupport": true, "logEffect": 0.25948519155142485, "rr": 1.296262587931681, "lower95": 1.0622786342140649, "upper95": 1.5817852705985371 }, { "sample": "region_East Midlands", "scenario": "fitted", "band": "D9", "bandValue": 9, "referenceBand": "D5", "rows": 388, "lsoas": 194, "collisions": 1165, "miles": 1966721761.4426293, "clusters": 9, "sourceReportingAreas": null, "estimable": true, "weakSupport": true, "logEffect": 0.39362667843227533, "rr": 1.4823470532394623, "lower95": 1.0525983729323538, "upper95": 2.0875510002226956 }, { "sample": "region_East Midlands", "scenario": "fitted", "band": "D10", "bandValue": 10, "referenceBand": "D5", "rows": 302, "lsoas": 151, "collisions": 947, "miles": 1258812205.3364575, "clusters": 5, "sourceReportingAreas": null, "estimable": true, "weakSupport": true, "logEffect": 0.6262904430469921, "rr": 1.8706583786493827, "lower95": 1.025870554344894, "upper95": 3.4111153252135002 }, { "sample": "region_East of England", "scenario": "fitted", "band": "D1", "bandValue": 1, "referenceBand": "D5", "rows": 576, "lsoas": 288, "collisions": 1422, "miles": 7856164264.006458, "clusters": 9, "sourceReportingAreas": null, "estimable": true, "weakSupport": true, "logEffect": -0.18220973450783776, "rr": 0.8334265237820514, "lower95": 0.733541853408931, "upper95": 0.9469122549933257 }, { "sample": "region_East of England", "scenario": "fitted", "band": "D2", "bandValue": 2, "referenceBand": "D5", "rows": 760, "lsoas": 380, "collisions": 1960, "miles": 10386507798.566269, "clusters": 10, "sourceReportingAreas": null, "estimable": true, "weakSupport": false, "logEffect": -0.18014100979511605, "rr": 0.8351524384336613, "lower95": 0.7558348282534355, "upper95": 0.922793670454971 }, { "sample": "region_East of England", "scenario": "fitted", "band": "D3", "bandValue": 3, "referenceBand": "D5", "rows": 880, "lsoas": 440, "collisions": 2136, "miles": 11013665844.610613, "clusters": 10, "sourceReportingAreas": null, "estimable": true, "weakSupport": false, "logEffect": -0.19324473591166608, "rr": 0.8242802184809495, "lower95": 0.7539310503817649, "upper95": 0.9011936545589384 }, { "sample": "region_East of England", "scenario": "fitted", "band": "D4", "bandValue": 4, "referenceBand": "D5", "rows": 884, "lsoas": 442, "collisions": 2484, "miles": 11969833915.905079, "clusters": 10, "sourceReportingAreas": null, "estimable": true, "weakSupport": false, "logEffect": -0.055054564257443185, "rr": 0.9464335051031445, "lower95": 0.8269345675507068, "upper95": 1.0832010351615855 }, { "sample": "region_East of England", "scenario": "fitted", "band": "D5", "bandValue": 5, "referenceBand": "D5", "rows": 904, "lsoas": 452, "collisions": 2478, "miles": 10630586434.529276, "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": 774, "lsoas": 387, "collisions": 1936, "miles": 7253024701.43231, "clusters": 11, "sourceReportingAreas": null, "estimable": true, "weakSupport": false, "logEffect": 0.01594888739962202, "rr": 1.0160767497539596, "lower95": 0.8665225663991367, "upper95": 1.1914426714595474 }, { "sample": "region_East of England", "scenario": "fitted", "band": "D7", "bandValue": 7, "referenceBand": "D5", "rows": 810, "lsoas": 405, "collisions": 1874, "miles": 5249879717.309666, "clusters": 11, "sourceReportingAreas": null, "estimable": true, "weakSupport": false, "logEffect": 0.15147005126605623, "rr": 1.163543454634509, "lower95": 1.032880545871582, "upper95": 1.3107356666112768 }, { "sample": "region_East of England", "scenario": "fitted", "band": "D8", "bandValue": 8, "referenceBand": "D5", "rows": 854, "lsoas": 427, "collisions": 2124, "miles": 5048789108.910934, "clusters": 11, "sourceReportingAreas": null, "estimable": true, "weakSupport": false, "logEffect": 0.28068273234507984, "rr": 1.324033464298169, "lower95": 1.1803591256001222, "upper95": 1.4851959683796336 }, { "sample": "region_East of England", "scenario": "fitted", "band": "D9", "bandValue": 9, "referenceBand": "D5", "rows": 776, "lsoas": 388, "collisions": 2013, "miles": 4274542380.9559364, "clusters": 11, "sourceReportingAreas": null, "estimable": true, "weakSupport": false, "logEffect": 0.39229889232297743, "rr": 1.480380119535615, "lower95": 1.3259057089525836, "upper95": 1.6528515440570095 }, { "sample": "region_East of England", "scenario": "fitted", "band": "D10", "bandValue": 10, "referenceBand": "D5", "rows": 298, "lsoas": 149, "collisions": 1085, "miles": 1289805833.7734604, "clusters": 8, "sourceReportingAreas": null, "estimable": true, "weakSupport": true, "logEffect": 0.7490884839410543, "rr": 2.1150712163005205, "lower95": 1.7487089190847234, "upper95": 2.55818804444848 }, { "sample": "region_London", "scenario": "fitted", "band": "D1", "bandValue": 1, "referenceBand": "D5", "rows": 34, "lsoas": 17, "collisions": 94, "miles": 170106374.66442937, "clusters": 7, "sourceReportingAreas": null, "estimable": true, "weakSupport": true, "logEffect": 0.0784835501799102, "rr": 1.081645562141033, "lower95": 0.8173830873200281, "upper95": 1.4313449106652736 }, { "sample": "region_London", "scenario": "fitted", "band": "D2", "bandValue": 2, "referenceBand": "D5", "rows": 60, "lsoas": 30, "collisions": 132, "miles": 245703921.731368, "clusters": 10, "sourceReportingAreas": null, "estimable": true, "weakSupport": true, "logEffect": -0.04151245905324495, "rr": 0.9593373828314814, "lower95": 0.7395998699299756, "upper95": 1.2443596213518695 }, { "sample": "region_London", "scenario": "fitted", "band": "D3", "bandValue": 3, "referenceBand": "D5", "rows": 94, "lsoas": 47, "collisions": 203, "miles": 463818389.10151833, "clusters": 12, "sourceReportingAreas": null, "estimable": true, "weakSupport": true, "logEffect": -0.09366390804021202, "rr": 0.9105887523758214, "lower95": 0.6914064229050229, "upper95": 1.1992539387607868 }, { "sample": "region_London", "scenario": "fitted", "band": "D4", "bandValue": 4, "referenceBand": "D5", "rows": 160, "lsoas": 80, "collisions": 360, "miles": 761953157.6896567, "clusters": 18, "sourceReportingAreas": null, "estimable": true, "weakSupport": false, "logEffect": -0.06910396646474395, "rr": 0.9332296504468243, "lower95": 0.7182556391267205, "upper95": 1.212545412844921 }, { "sample": "region_London", "scenario": "fitted", "band": "D5", "bandValue": 5, "referenceBand": "D5", "rows": 258, "lsoas": 129, "collisions": 809, "miles": 1308862246.9942555, "clusters": 22, "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": 434, "lsoas": 217, "collisions": 1272, "miles": 1679999798.6660986, "clusters": 26, "sourceReportingAreas": null, "estimable": true, "weakSupport": false, "logEffect": 0.006024390255288786, "rr": 1.006042573390024, "lower95": 0.8540293626869849, "upper95": 1.1851134207948542 }, { "sample": "region_London", "scenario": "fitted", "band": "D7", "bandValue": 7, "referenceBand": "D5", "rows": 750, "lsoas": 375, "collisions": 3290, "miles": 3158213551.362863, "clusters": 30, "sourceReportingAreas": null, "estimable": true, "weakSupport": false, "logEffect": 0.06819048791049, "rr": 1.0705692195505279, "lower95": 0.8957728305609608, "upper95": 1.2794744546240495 }, { "sample": "region_London", "scenario": "fitted", "band": "D8", "bandValue": 8, "referenceBand": "D5", "rows": 1220, "lsoas": 610, "collisions": 5122, "miles": 4693905868.345267, "clusters": 32, "sourceReportingAreas": null, "estimable": true, "weakSupport": false, "logEffect": 0.03643448941010087, "rr": 1.0371063603428046, "lower95": 0.8834467790255373, "upper95": 1.2174922453731738 }, { "sample": "region_London", "scenario": "fitted", "band": "D9", "bandValue": 9, "referenceBand": "D5", "rows": 2374, "lsoas": 1187, "collisions": 10860, "miles": 9772042739.669481, "clusters": 32, "sourceReportingAreas": null, "estimable": true, "weakSupport": false, "logEffect": 0.07062847772575412, "rr": 1.0731824406131245, "lower95": 0.9251555378005322, "upper95": 1.2448939705624493 }, { "sample": "region_London", "scenario": "fitted", "band": "D10", "bandValue": 10, "referenceBand": "D5", "rows": 4600, "lsoas": 2300, "collisions": 22619, "miles": 16031593951.775063, "clusters": 32, "sourceReportingAreas": null, "estimable": true, "weakSupport": false, "logEffect": 0.2627900843431919, "rr": 1.3005536837148102, "lower95": 1.08793507729458, "upper95": 1.5547250194656346 }, { "sample": "region_North East", "scenario": "fitted", "band": "D1", "bandValue": 1, "referenceBand": "D5", "rows": 634, "lsoas": 317, "collisions": 1063, "miles": 5920331695.782774, "clusters": 12, "sourceReportingAreas": null, "estimable": true, "weakSupport": false, "logEffect": -0.17866389415219122, "rr": 0.8363869667107482, "lower95": 0.6952845941106403, "upper95": 1.0061249220952655 }, { "sample": "region_North East", "scenario": "fitted", "band": "D2", "bandValue": 2, "referenceBand": "D5", "rows": 468, "lsoas": 234, "collisions": 853, "miles": 4345877823.301371, "clusters": 12, "sourceReportingAreas": null, "estimable": true, "weakSupport": false, "logEffect": -0.1154560100308386, "rr": 0.8909597646676067, "lower95": 0.7561228743941093, "upper95": 1.0498416714249603 }, { "sample": "region_North East", "scenario": "fitted", "band": "D3", "bandValue": 3, "referenceBand": "D5", "rows": 434, "lsoas": 217, "collisions": 675, "miles": 3383510893.8121424, "clusters": 12, "sourceReportingAreas": null, "estimable": true, "weakSupport": false, "logEffect": -0.23035540903956048, "rr": 0.794251268253814, "lower95": 0.6629291487842901, "upper95": 0.9515874785105561 }, { "sample": "region_North East", "scenario": "fitted", "band": "D4", "bandValue": 4, "referenceBand": "D5", "rows": 434, "lsoas": 217, "collisions": 758, "miles": 3527686867.3439064, "clusters": 12, "sourceReportingAreas": null, "estimable": true, "weakSupport": false, "logEffect": -0.09095086509975289, "rr": 0.9130625730355539, "lower95": 0.7812827362515985, "upper95": 1.0670698629258244 }, { "sample": "region_North East", "scenario": "fitted", "band": "D5", "bandValue": 5, "referenceBand": "D5", "rows": 400, "lsoas": 200, "collisions": 711, "miles": 2395240720.884123, "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": 402, "lsoas": 201, "collisions": 885, "miles": 2457819253.063716, "clusters": 12, "sourceReportingAreas": null, "estimable": true, "weakSupport": false, "logEffect": 0.07507112210143863, "rr": 1.0779608149967739, "lower95": 0.9505134693754482, "upper95": 1.2224966358783127 }, { "sample": "region_North East", "scenario": "fitted", "band": "D7", "bandValue": 7, "referenceBand": "D5", "rows": 334, "lsoas": 167, "collisions": 558, "miles": 1619715625.012282, "clusters": 12, "sourceReportingAreas": null, "estimable": true, "weakSupport": false, "logEffect": 0.1154860116080241, "rr": 1.1224188136041382, "lower95": 0.9580051475147945, "upper95": 1.315049294255557 }, { "sample": "region_North East", "scenario": "fitted", "band": "D8", "bandValue": 8, "referenceBand": "D5", "rows": 176, "lsoas": 88, "collisions": 409, "miles": 838342966.9957705, "clusters": 11, "sourceReportingAreas": null, "estimable": true, "weakSupport": false, "logEffect": 0.2961632020096509, "rr": 1.3446895949694488, "lower95": 1.1561681879670498, "upper95": 1.5639507518352795 }, { "sample": "region_North East", "scenario": "fitted", "band": "D9", "bandValue": 9, "referenceBand": "D5", "rows": 58, "lsoas": 29, "collisions": 169, "miles": 380249303.2699013, "clusters": 7, "sourceReportingAreas": null, "estimable": true, "weakSupport": true, "logEffect": 0.3093952712202536, "rr": 1.3626008609765545, "lower95": 1.076294325529467, "upper95": 1.7250681921236375 }, { "sample": "region_North East", "scenario": "fitted", "band": "D10", "bandValue": 10, "referenceBand": "D5", "rows": 24, "lsoas": 12, "collisions": 62, "miles": 77024850.53401446, "clusters": 3, "sourceReportingAreas": null, "estimable": true, "weakSupport": true, "logEffect": 0.898528660182192, "rr": 2.4559868601829087, "lower95": 1.5855562643409875, "upper95": 3.8042620076293274 }, { "sample": "region_North West", "scenario": "fitted", "band": "D1", "bandValue": 1, "referenceBand": "D5", "rows": 1316, "lsoas": 658, "collisions": 2715, "miles": 14354304609.680244, "clusters": 23, "sourceReportingAreas": null, "estimable": true, "weakSupport": false, "logEffect": -0.24345323030355498, "rr": 0.7839161386947605, "lower95": 0.685715725013839, "upper95": 0.8961796996761316 }, { "sample": "region_North West", "scenario": "fitted", "band": "D2", "bandValue": 2, "referenceBand": "D5", "rows": 1004, "lsoas": 502, "collisions": 2281, "miles": 11468544622.71481, "clusters": 23, "sourceReportingAreas": null, "estimable": true, "weakSupport": false, "logEffect": -0.16412768415446563, "rr": 0.8486336578911129, "lower95": 0.773326203989511, "upper95": 0.931274643986354 }, { "sample": "region_North West", "scenario": "fitted", "band": "D3", "bandValue": 3, "referenceBand": "D5", "rows": 980, "lsoas": 490, "collisions": 2080, "miles": 9369973707.372982, "clusters": 23, "sourceReportingAreas": null, "estimable": true, "weakSupport": false, "logEffect": -0.07908612081561095, "rr": 0.9239603487997454, "lower95": 0.8339471101502663, "upper95": 1.023689291279301 }, { "sample": "region_North West", "scenario": "fitted", "band": "D4", "bandValue": 4, "referenceBand": "D5", "rows": 900, "lsoas": 450, "collisions": 1857, "miles": 8048266500.578909, "clusters": 23, "sourceReportingAreas": null, "estimable": true, "weakSupport": false, "logEffect": -0.03895452158213921, "rr": 0.9617944490415983, "lower95": 0.8793590080415524, "upper95": 1.051957793970219 }, { "sample": "region_North West", "scenario": "fitted", "band": "D5", "bandValue": 5, "referenceBand": "D5", "rows": 876, "lsoas": 438, "collisions": 1718, "miles": 5818149621.074889, "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": 1032, "lsoas": 516, "collisions": 2005, "miles": 6099189982.648882, "clusters": 23, "sourceReportingAreas": null, "estimable": true, "weakSupport": false, "logEffect": 0.003043755676329228, "rr": 1.0030483926040026, "lower95": 0.9110606032871752, "upper95": 1.1043239870930286 }, { "sample": "region_North West", "scenario": "fitted", "band": "D7", "bandValue": 7, "referenceBand": "D5", "rows": 1010, "lsoas": 505, "collisions": 2260, "miles": 5008669610.81978, "clusters": 23, "sourceReportingAreas": null, "estimable": true, "weakSupport": false, "logEffect": 0.25600464694790287, "rr": 1.2917587306612812, "lower95": 1.1677119661020765, "upper95": 1.4289830597606286 }, { "sample": "region_North West", "scenario": "fitted", "band": "D8", "bandValue": 8, "referenceBand": "D5", "rows": 900, "lsoas": 450, "collisions": 1987, "miles": 5204631930.91205, "clusters": 22, "sourceReportingAreas": null, "estimable": true, "weakSupport": false, "logEffect": 0.1705361962236714, "rr": 1.1859405777273608, "lower95": 1.0057768540385887, "upper95": 1.3983768350333752 }, { "sample": "region_North West", "scenario": "fitted", "band": "D9", "bandValue": 9, "referenceBand": "D5", "rows": 642, "lsoas": 321, "collisions": 1580, "miles": 3252312658.417688, "clusters": 19, "sourceReportingAreas": null, "estimable": true, "weakSupport": false, "logEffect": 0.3730507412367089, "rr": 1.452158022257337, "lower95": 1.1916468986445337, "upper95": 1.769620618326621 }, { "sample": "region_North West", "scenario": "fitted", "band": "D10", "bandValue": 10, "referenceBand": "D5", "rows": 474, "lsoas": 237, "collisions": 1297, "miles": 2415256755.7797627, "clusters": 12, "sourceReportingAreas": null, "estimable": true, "weakSupport": false, "logEffect": 0.5601804729673129, "rr": 1.75098847786887, "lower95": 1.4650242158645153, "upper95": 2.0927713115105813 }, { "sample": "region_South East", "scenario": "fitted", "band": "D1", "bandValue": 1, "referenceBand": "D5", "rows": 776, "lsoas": 388, "collisions": 2016, "miles": 8358784784.01009, "clusters": 16, "sourceReportingAreas": null, "estimable": true, "weakSupport": false, "logEffect": -0.25048777391829347, "rr": 0.7784209969942776, "lower95": 0.6984191334419577, "upper95": 0.8675868394031073 }, { "sample": "region_South East", "scenario": "fitted", "band": "D2", "bandValue": 2, "referenceBand": "D5", "rows": 952, "lsoas": 476, "collisions": 2889, "miles": 14578467255.496387, "clusters": 16, "sourceReportingAreas": null, "estimable": true, "weakSupport": false, "logEffect": -0.29509801473954017, "rr": 0.7444586159724839, "lower95": 0.6527849099778277, "upper95": 0.849006498809065 }, { "sample": "region_South East", "scenario": "fitted", "band": "D3", "bandValue": 3, "referenceBand": "D5", "rows": 1008, "lsoas": 504, "collisions": 3115, "miles": 13706714981.24287, "clusters": 17, "sourceReportingAreas": null, "estimable": true, "weakSupport": false, "logEffect": -0.2027414353078789, "rr": 0.8164893294465678, "lower95": 0.7378932366028274, "upper95": 0.9034570206515314 }, { "sample": "region_South East", "scenario": "fitted", "band": "D4", "bandValue": 4, "referenceBand": "D5", "rows": 1164, "lsoas": 582, "collisions": 3807, "miles": 14190090391.690926, "clusters": 17, "sourceReportingAreas": null, "estimable": true, "weakSupport": false, "logEffect": -0.06047741790125007, "rr": 0.941315025647259, "lower95": 0.8329895000251042, "upper95": 1.0637276670145253 }, { "sample": "region_South East", "scenario": "fitted", "band": "D5", "bandValue": 5, "referenceBand": "D5", "rows": 1306, "lsoas": 653, "collisions": 3962, "miles": 13375313402.00051, "clusters": 17, "sourceReportingAreas": null, "estimable": true, "weakSupport": false, "logEffect": 0.0, "rr": 1.0, "lower95": 1.0, "upper95": 1.0 }, { "sample": "region_South East", "scenario": "fitted", "band": "D6", "bandValue": 6, "referenceBand": "D5", "rows": 1292, "lsoas": 646, "collisions": 3664, "miles": 10504822331.024704, "clusters": 17, "sourceReportingAreas": null, "estimable": true, "weakSupport": false, "logEffect": 0.08378266679883799, "rr": 1.0873925416241772, "lower95": 1.0115438810061252, "upper95": 1.168928567294381 }, { "sample": "region_South East", "scenario": "fitted", "band": "D7", "bandValue": 7, "referenceBand": "D5", "rows": 1252, "lsoas": 626, "collisions": 3676, "miles": 8515727324.387854, "clusters": 17, "sourceReportingAreas": null, "estimable": true, "weakSupport": false, "logEffect": 0.17408838566298204, "rr": 1.1901607543190422, "lower95": 1.0517824914208702, "upper95": 1.346744819081103 }, { "sample": "region_South East", "scenario": "fitted", "band": "D8", "bandValue": 8, "referenceBand": "D5", "rows": 1292, "lsoas": 646, "collisions": 3813, "miles": 6459738435.138469, "clusters": 18, "sourceReportingAreas": null, "estimable": true, "weakSupport": false, "logEffect": 0.34510411941379276, "rr": 1.412136942884229, "lower95": 1.2585644406936174, "upper95": 1.5844486630811012 }, { "sample": "region_South East", "scenario": "fitted", "band": "D9", "bandValue": 9, "referenceBand": "D5", "rows": 1068, "lsoas": 534, "collisions": 3432, "miles": 5061283985.354711, "clusters": 18, "sourceReportingAreas": null, "estimable": true, "weakSupport": false, "logEffect": 0.46160976208535515, "rr": 1.5866260207700413, "lower95": 1.374052419411552, "upper95": 1.8320859482658332 }, { "sample": "region_South East", "scenario": "fitted", "band": "D10", "bandValue": 10, "referenceBand": "D5", "rows": 364, "lsoas": 182, "collisions": 1171, "miles": 1730757109.6534786, "clusters": 14, "sourceReportingAreas": null, "estimable": true, "weakSupport": false, "logEffect": 0.666096390852984, "rr": 1.946623612095059, "lower95": 1.6329050510319953, "upper95": 2.320614713495529 }, { "sample": "region_South West", "scenario": "fitted", "band": "D1", "bandValue": 1, "referenceBand": "D5", "rows": 584, "lsoas": 292, "collisions": 1431, "miles": 6347905623.84246, "clusters": 9, "sourceReportingAreas": null, "estimable": true, "weakSupport": true, "logEffect": -0.285164157159271, "rr": 0.7518908159275873, "lower95": 0.6452218136072124, "upper95": 0.8761944918068305 }, { "sample": "region_South West", "scenario": "fitted", "band": "D2", "bandValue": 2, "referenceBand": "D5", "rows": 652, "lsoas": 326, "collisions": 1949, "miles": 10283017832.297497, "clusters": 9, "sourceReportingAreas": null, "estimable": true, "weakSupport": true, "logEffect": -0.24133113547087917, "rr": 0.785581449430642, "lower95": 0.6944966054511896, "upper95": 0.8886122824007409 }, { "sample": "region_South West", "scenario": "fitted", "band": "D3", "bandValue": 3, "referenceBand": "D5", "rows": 672, "lsoas": 336, "collisions": 2082, "miles": 9428739412.817928, "clusters": 9, "sourceReportingAreas": null, "estimable": true, "weakSupport": true, "logEffect": -0.16712733625842974, "rr": 0.8460918663048661, "lower95": 0.7410356502445014, "upper95": 0.9660418442635693 }, { "sample": "region_South West", "scenario": "fitted", "band": "D4", "bandValue": 4, "referenceBand": "D5", "rows": 678, "lsoas": 339, "collisions": 1946, "miles": 7906740577.02714, "clusters": 9, "sourceReportingAreas": null, "estimable": true, "weakSupport": true, "logEffect": -0.1005579557003977, "rr": 0.9043326996589749, "lower95": 0.800130365914434, "upper95": 1.0221054799461857 }, { "sample": "region_South West", "scenario": "fitted", "band": "D5", "bandValue": 5, "referenceBand": "D5", "rows": 668, "lsoas": 334, "collisions": 1763, "miles": 5352230572.37171, "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": 608, "lsoas": 304, "collisions": 1356, "miles": 3739823605.7527456, "clusters": 9, "sourceReportingAreas": null, "estimable": true, "weakSupport": true, "logEffect": 0.06907309659837348, "rr": 1.071514530353081, "lower95": 0.9409529170403474, "upper95": 1.2201921774886768 }, { "sample": "region_South West", "scenario": "fitted", "band": "D7", "bandValue": 7, "referenceBand": "D5", "rows": 430, "lsoas": 215, "collisions": 1134, "miles": 2119493165.6775117, "clusters": 9, "sourceReportingAreas": null, "estimable": true, "weakSupport": true, "logEffect": 0.25089398968970067, "rr": 1.285173835432346, "lower95": 1.148505296867612, "upper95": 1.4381055026777774 }, { "sample": "region_South West", "scenario": "fitted", "band": "D8", "bandValue": 8, "referenceBand": "D5", "rows": 284, "lsoas": 142, "collisions": 767, "miles": 1197203424.1833644, "clusters": 9, "sourceReportingAreas": null, "estimable": true, "weakSupport": true, "logEffect": 0.3262533949671095, "rr": 1.3857664706364443, "lower95": 1.275650176170829, "upper95": 1.5053881910670652 }, { "sample": "region_South West", "scenario": "fitted", "band": "D9", "bandValue": 9, "referenceBand": "D5", "rows": 136, "lsoas": 68, "collisions": 421, "miles": 505954982.99168664, "clusters": 8, "sourceReportingAreas": null, "estimable": true, "weakSupport": true, "logEffect": 0.5285790299848272, "rr": 1.6965198911425647, "lower95": 1.412935842325821, "upper95": 2.0370208291302414 }, { "sample": "region_South West", "scenario": "fitted", "band": "D10", "bandValue": 10, "referenceBand": "D5", "rows": 24, "lsoas": 12, "collisions": 108, "miles": 111090803.03795841, "clusters": 2, "sourceReportingAreas": null, "estimable": true, "weakSupport": true, "logEffect": 0.48089380025032336, "rr": 1.6175194956143408, "lower95": 1.1775424553744445, "upper95": 2.2218895860196373 }, { "sample": "region_Wales", "scenario": "fitted", "band": "D1", "bandValue": 1, "referenceBand": "D5", "rows": 396, "lsoas": 198, "collisions": 762, "miles": 5804344800.444132, "clusters": 21, "sourceReportingAreas": null, "estimable": true, "weakSupport": false, "logEffect": -0.17678165392711004, "rr": 0.8379627304209234, "lower95": 0.6733856909710767, "upper95": 1.0427627836313043 }, { "sample": "region_Wales", "scenario": "fitted", "band": "D2", "bandValue": 2, "referenceBand": "D5", "rows": 496, "lsoas": 248, "collisions": 906, "miles": 6328870068.695992, "clusters": 22, "sourceReportingAreas": null, "estimable": true, "weakSupport": false, "logEffect": -0.1859922577117263, "rr": 0.8302800232243357, "lower95": 0.6872795628037386, "upper95": 1.0030342152953853 }, { "sample": "region_Wales", "scenario": "fitted", "band": "D3", "bandValue": 3, "referenceBand": "D5", "rows": 548, "lsoas": 274, "collisions": 1036, "miles": 5998152748.508215, "clusters": 22, "sourceReportingAreas": null, "estimable": true, "weakSupport": false, "logEffect": -0.06129189025860144, "rr": 0.9405486627123878, "lower95": 0.8196552491931605, "upper95": 1.0792730087446656 }, { "sample": "region_Wales", "scenario": "fitted", "band": "D4", "bandValue": 4, "referenceBand": "D5", "rows": 590, "lsoas": 295, "collisions": 1048, "miles": 6111365000.898122, "clusters": 22, "sourceReportingAreas": null, "estimable": true, "weakSupport": false, "logEffect": 0.011566521765086494, "rr": 1.0116336726288595, "lower95": 0.8711938733797344, "upper95": 1.1747129070436835 }, { "sample": "region_Wales", "scenario": "fitted", "band": "D5", "bandValue": 5, "referenceBand": "D5", "rows": 562, "lsoas": 281, "collisions": 976, "miles": 5260575611.381191, "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": 508, "lsoas": 254, "collisions": 793, "miles": 3444557912.902918, "clusters": 22, "sourceReportingAreas": null, "estimable": true, "weakSupport": false, "logEffect": 0.18572945817451483, "rr": 1.2040964578542441, "lower95": 1.0672602053797704, "upper95": 1.358476848015923 }, { "sample": "region_Wales", "scenario": "fitted", "band": "D7", "bandValue": 7, "referenceBand": "D5", "rows": 378, "lsoas": 189, "collisions": 468, "miles": 1905530670.4190466, "clusters": 22, "sourceReportingAreas": null, "estimable": true, "weakSupport": false, "logEffect": 0.2341845319949068, "rr": 1.2638776965629486, "lower95": 0.9845031933289015, "upper95": 1.6225308792224626 }, { "sample": "region_Wales", "scenario": "fitted", "band": "D8", "bandValue": 8, "referenceBand": "D5", "rows": 228, "lsoas": 114, "collisions": 279, "miles": 1012531394.9110544, "clusters": 18, "sourceReportingAreas": null, "estimable": true, "weakSupport": false, "logEffect": 0.32804666838683105, "rr": 1.3882537583410843, "lower95": 1.057485065670628, "upper95": 1.8224829457292975 }, { "sample": "region_Wales", "scenario": "fitted", "band": "D9", "bandValue": 9, "referenceBand": "D5", "rows": 108, "lsoas": 54, "collisions": 159, "miles": 688392000.8207034, "clusters": 7, "sourceReportingAreas": null, "estimable": true, "weakSupport": true, "logEffect": 0.2145305867386748, "rr": 1.2392800259290893, "lower95": 0.9421186916485228, "upper95": 1.6301714383560626 }, { "sample": "region_Wales", "scenario": "fitted", "band": "D10", "bandValue": 10, "referenceBand": "D5", "rows": 18, "lsoas": 9, "collisions": 32, "miles": 98179791.01862432, "clusters": 2, "sourceReportingAreas": null, "estimable": true, "weakSupport": true, "logEffect": 0.45703740179318336, "rr": 1.579387955086409, "lower95": 1.1200254207421063, "upper95": 2.227151515024761 }, { "sample": "region_West Midlands", "scenario": "fitted", "band": "D1", "bandValue": 1, "referenceBand": "D5", "rows": 460, "lsoas": 230, "collisions": 876, "miles": 7469542783.613926, "clusters": 10, "sourceReportingAreas": null, "estimable": true, "weakSupport": false, "logEffect": -0.5133078955956508, "rr": 0.5985124838756887, "lower95": 0.5270945259248486, "upper95": 0.6796071211828899 }, { "sample": "region_West Midlands", "scenario": "fitted", "band": "D2", "bandValue": 2, "referenceBand": "D5", "rows": 536, "lsoas": 268, "collisions": 1124, "miles": 7292053683.52736, "clusters": 12, "sourceReportingAreas": null, "estimable": true, "weakSupport": false, "logEffect": -0.29009811940976665, "rr": 0.74819015200077, "lower95": 0.674461469779897, "upper95": 0.8299784771005765 }, { "sample": "region_West Midlands", "scenario": "fitted", "band": "D3", "bandValue": 3, "referenceBand": "D5", "rows": 500, "lsoas": 250, "collisions": 1090, "miles": 7422691927.844036, "clusters": 12, "sourceReportingAreas": null, "estimable": true, "weakSupport": false, "logEffect": -0.30299292911951814, "rr": 0.738604318934881, "lower95": 0.6654282183925991, "upper95": 0.8198274808168653 }, { "sample": "region_West Midlands", "scenario": "fitted", "band": "D4", "bandValue": 4, "referenceBand": "D5", "rows": 462, "lsoas": 231, "collisions": 982, "miles": 5072128761.731195, "clusters": 12, "sourceReportingAreas": null, "estimable": true, "weakSupport": false, "logEffect": -0.11949958870030668, "rr": 0.8873643727916698, "lower95": 0.7320196074595435, "upper95": 1.0756754628918483 }, { "sample": "region_West Midlands", "scenario": "fitted", "band": "D5", "bandValue": 5, "referenceBand": "D5", "rows": 512, "lsoas": 256, "collisions": 990, "miles": 3668485573.164708, "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": 498, "lsoas": 249, "collisions": 1052, "miles": 3532266952.9198484, "clusters": 12, "sourceReportingAreas": null, "estimable": true, "weakSupport": false, "logEffect": 0.1413560502974068, "rr": 1.1518346860658593, "lower95": 0.9978953317292454, "upper95": 1.3295213454154233 }, { "sample": "region_West Midlands", "scenario": "fitted", "band": "D7", "bandValue": 7, "referenceBand": "D5", "rows": 580, "lsoas": 290, "collisions": 1281, "miles": 3187493380.947484, "clusters": 12, "sourceReportingAreas": null, "estimable": true, "weakSupport": false, "logEffect": 0.26364579149734324, "rr": 1.3016670530974583, "lower95": 1.1453341917594555, "upper95": 1.4793386326104445 }, { "sample": "region_West Midlands", "scenario": "fitted", "band": "D8", "bandValue": 8, "referenceBand": "D5", "rows": 776, "lsoas": 388, "collisions": 1781, "miles": 4220118398.224733, "clusters": 12, "sourceReportingAreas": null, "estimable": true, "weakSupport": false, "logEffect": 0.35109937291009014, "rr": 1.4206284908853881, "lower95": 1.1764053198216267, "upper95": 1.7155526884401577 }, { "sample": "region_West Midlands", "scenario": "fitted", "band": "D9", "bandValue": 9, "referenceBand": "D5", "rows": 812, "lsoas": 406, "collisions": 2440, "miles": 4198682083.647624, "clusters": 11, "sourceReportingAreas": null, "estimable": true, "weakSupport": false, "logEffect": 0.6485649216315847, "rr": 1.9127938493433527, "lower95": 1.5772616239116473, "upper95": 2.319704134442767 }, { "sample": "region_West Midlands", "scenario": "fitted", "band": "D10", "bandValue": 10, "referenceBand": "D5", "rows": 618, "lsoas": 309, "collisions": 2669, "miles": 3677936454.3790836, "clusters": 6, "sourceReportingAreas": null, "estimable": true, "weakSupport": true, "logEffect": 1.1018170697324705, "rr": 3.0096297655963293, "lower95": 2.319773777129149, "upper95": 3.904635622346349 }, { "sample": "region_Yorkshire and The Humber", "scenario": "fitted", "band": "D1", "bandValue": 1, "referenceBand": "D5", "rows": 940, "lsoas": 470, "collisions": 2252, "miles": 12044966348.519768, "clusters": 13, "sourceReportingAreas": null, "estimable": true, "weakSupport": false, "logEffect": -0.2976122462122628, "rr": 0.742589225714734, "lower95": 0.6286439758465793, "upper95": 0.8771876918171359 }, { "sample": "region_Yorkshire and The Humber", "scenario": "fitted", "band": "D2", "bandValue": 2, "referenceBand": "D5", "rows": 778, "lsoas": 389, "collisions": 2007, "miles": 9004850250.175694, "clusters": 13, "sourceReportingAreas": null, "estimable": true, "weakSupport": false, "logEffect": -0.21718443129927711, "rr": 0.8047815287139017, "lower95": 0.6939145340152905, "upper95": 0.9333617862294452 }, { "sample": "region_Yorkshire and The Humber", "scenario": "fitted", "band": "D3", "bandValue": 3, "referenceBand": "D5", "rows": 688, "lsoas": 344, "collisions": 2006, "miles": 7494984787.45966, "clusters": 13, "sourceReportingAreas": null, "estimable": true, "weakSupport": false, "logEffect": -0.041530897337440364, "rr": 0.9593196944592496, "lower95": 0.8391631266308981, "upper95": 1.096681022999924 }, { "sample": "region_Yorkshire and The Humber", "scenario": "fitted", "band": "D4", "bandValue": 4, "referenceBand": "D5", "rows": 598, "lsoas": 299, "collisions": 1710, "miles": 6415301207.180611, "clusters": 13, "sourceReportingAreas": null, "estimable": true, "weakSupport": false, "logEffect": -0.025017054399921534, "rr": 0.9752932788448804, "lower95": 0.8187374679925093, "upper95": 1.1617850861183503 }, { "sample": "region_Yorkshire and The Humber", "scenario": "fitted", "band": "D5", "bandValue": 5, "referenceBand": "D5", "rows": 502, "lsoas": 251, "collisions": 1377, "miles": 3591343827.4247565, "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": 544, "lsoas": 272, "collisions": 1529, "miles": 3286933575.431334, "clusters": 13, "sourceReportingAreas": null, "estimable": true, "weakSupport": false, "logEffect": 0.0881735567897242, "rr": 1.092177660428436, "lower95": 0.9293481902329291, "upper95": 1.2835361971705772 }, { "sample": "region_Yorkshire and The Humber", "scenario": "fitted", "band": "D7", "bandValue": 7, "referenceBand": "D5", "rows": 532, "lsoas": 266, "collisions": 1406, "miles": 2313143803.514743, "clusters": 13, "sourceReportingAreas": null, "estimable": true, "weakSupport": false, "logEffect": 0.2598452634156824, "rr": 1.2967294196597263, "lower95": 1.0897791733146487, "upper95": 1.5429797421220808 }, { "sample": "region_Yorkshire and The Humber", "scenario": "fitted", "band": "D8", "bandValue": 8, "referenceBand": "D5", "rows": 454, "lsoas": 227, "collisions": 1441, "miles": 1843427433.7433672, "clusters": 13, "sourceReportingAreas": null, "estimable": true, "weakSupport": false, "logEffect": 0.36666680517843275, "rr": 1.4429170665163142, "lower95": 1.0945295655932215, "upper95": 1.902195907988673 }, { "sample": "region_Yorkshire and The Humber", "scenario": "fitted", "band": "D9", "bandValue": 9, "referenceBand": "D5", "rows": 400, "lsoas": 200, "collisions": 1662, "miles": 2052553480.1156385, "clusters": 10, "sourceReportingAreas": null, "estimable": true, "weakSupport": false, "logEffect": 0.5890088186581837, "rr": 1.8022012216025514, "lower95": 1.4892054338723346, "upper95": 2.180981326867872 }, { "sample": "region_Yorkshire and The Humber", "scenario": "fitted", "band": "D10", "bandValue": 10, "referenceBand": "D5", "rows": 292, "lsoas": 146, "collisions": 1358, "miles": 1169195286.4344332, "clusters": 9, "sourceReportingAreas": null, "estimable": true, "weakSupport": true, "logEffect": 0.9180425665283465, "rr": 2.504383425032383, "lower95": 1.984266591937829, "upper95": 3.1608335115150905 }, { "sample": "urbanRural_Rural", "scenario": "fitted", "band": "D1", "bandValue": 1, "referenceBand": "D5", "rows": 2330, "lsoas": 1165, "collisions": 8110, "miles": 48113084859.37015, "clusters": 87, "sourceReportingAreas": null, "estimable": true, "weakSupport": false, "logEffect": -0.21023365210863632, "rr": 0.8103948733764033, "lower95": 0.7440932180969437, "upper95": 0.8826042689575941 }, { "sample": "urbanRural_Rural", "scenario": "fitted", "band": "D2", "bandValue": 2, "referenceBand": "D5", "rows": 2368, "lsoas": 1184, "collisions": 8901, "miles": 53068418720.17781, "clusters": 82, "sourceReportingAreas": null, "estimable": true, "weakSupport": false, "logEffect": -0.190372920354794, "rr": 0.826650801545019, "lower95": 0.7658609653989749, "upper95": 0.8922658009329811 }, { "sample": "urbanRural_Rural", "scenario": "fitted", "band": "D3", "bandValue": 3, "referenceBand": "D5", "rows": 2104, "lsoas": 1052, "collisions": 7433, "miles": 42421197258.96956, "clusters": 84, "sourceReportingAreas": null, "estimable": true, "weakSupport": false, "logEffect": -0.16146136271734698, "rr": 0.8508994072711614, "lower95": 0.7801988114559675, "upper95": 0.928006798604661 }, { "sample": "urbanRural_Rural", "scenario": "fitted", "band": "D4", "bandValue": 4, "referenceBand": "D5", "rows": 1936, "lsoas": 968, "collisions": 7005, "miles": 36027734134.82732, "clusters": 85, "sourceReportingAreas": null, "estimable": true, "weakSupport": false, "logEffect": -0.01655287473752449, "rr": 0.9835833713031364, "lower95": 0.9058166975706992, "upper95": 1.068026512316014 }, { "sample": "urbanRural_Rural", "scenario": "fitted", "band": "D5", "bandValue": 5, "referenceBand": "D5", "rows": 1324, "lsoas": 662, "collisions": 4448, "miles": 20898212040.4796, "clusters": 74, "sourceReportingAreas": null, "estimable": true, "weakSupport": false, "logEffect": 0.0, "rr": 1.0, "lower95": 1.0, "upper95": 1.0 }, { "sample": "urbanRural_Rural", "scenario": "fitted", "band": "D6", "bandValue": 6, "referenceBand": "D5", "rows": 762, "lsoas": 381, "collisions": 2392, "miles": 10887940278.762918, "clusters": 68, "sourceReportingAreas": null, "estimable": true, "weakSupport": false, "logEffect": 0.1885140067111811, "rr": 1.2074539953275487, "lower95": 1.1053965698941937, "upper95": 1.3189340283297708 }, { "sample": "urbanRural_Rural", "scenario": "fitted", "band": "D7", "bandValue": 7, "referenceBand": "D5", "rows": 368, "lsoas": 184, "collisions": 891, "miles": 3478788273.7015066, "clusters": 64, "sourceReportingAreas": null, "estimable": true, "weakSupport": false, "logEffect": 0.10893056673451279, "rr": 1.1150849236659397, "lower95": 0.9434392455763223, "upper95": 1.3179591508592643 }, { "sample": "urbanRural_Rural", "scenario": "fitted", "band": "D8", "bandValue": 8, "referenceBand": "D5", "rows": 90, "lsoas": 45, "collisions": 225, "miles": 1025811152.3520712, "clusters": 25, "sourceReportingAreas": null, "estimable": true, "weakSupport": true, "logEffect": 0.01779125393190665, "rr": 1.0179504610534362, "lower95": 0.7527916152497317, "upper95": 1.3765072832474976 }, { "sample": "urbanRural_Rural", "scenario": "fitted", "band": "D9", "bandValue": 9, "referenceBand": "D5", "rows": 18, "lsoas": 9, "collisions": 32, "miles": 151277139.93924323, "clusters": 5, "sourceReportingAreas": null, "estimable": true, "weakSupport": true, "logEffect": -0.11267215746450385, "rr": 0.8934435208964954, "lower95": 0.4159727682171352, "upper95": 1.9189749570703851 }, { "sample": "urbanRural_Rural", "scenario": "fitted", "band": "D10", "bandValue": 10, "referenceBand": "D5", "rows": 2, "lsoas": 1, "collisions": 9, "miles": 22924588.7600391, "clusters": 1, "sourceReportingAreas": null, "estimable": true, "weakSupport": true, "logEffect": 0.5409755798770969, "rr": 1.7176817808241835, "lower95": 1.4782976155294245, "upper95": 1.9958299798235803 }, { "sample": "urbanRural_Urban", "scenario": "fitted", "band": "D1", "bandValue": 1, "referenceBand": "D5", "rows": 4198, "lsoas": 2099, "collisions": 6664, "miles": 32139114021.3385, "clusters": 127, "sourceReportingAreas": null, "estimable": true, "weakSupport": false, "logEffect": -0.3382567816083665, "rr": 0.7130121759760695, "lower95": 0.6660679822003617, "upper95": 0.7632649769632679 }, { "sample": "urbanRural_Urban", "scenario": "fitted", "band": "D2", "bandValue": 2, "referenceBand": "D5", "rows": 4094, "lsoas": 2047, "collisions": 7446, "miles": 32596038213.90132, "clusters": 134, "sourceReportingAreas": null, "estimable": true, "weakSupport": false, "logEffect": -0.24252648528171233, "rr": 0.7846429658135251, "lower95": 0.7370950996741936, "upper95": 0.8352580068335511 }, { "sample": "urbanRural_Urban", "scenario": "fitted", "band": "D3", "bandValue": 3, "referenceBand": "D5", "rows": 4426, "lsoas": 2213, "collisions": 8832, "miles": 35860161260.70161, "clusters": 139, "sourceReportingAreas": null, "estimable": true, "weakSupport": false, "logEffect": -0.18251692269667555, "rr": 0.8331705443166286, "lower95": 0.7880616778395707, "upper95": 0.8808614546768802 }, { "sample": "urbanRural_Urban", "scenario": "fitted", "band": "D4", "bandValue": 4, "referenceBand": "D5", "rows": 4592, "lsoas": 2296, "collisions": 9744, "miles": 35288446361.57248, "clusters": 145, "sourceReportingAreas": null, "estimable": true, "weakSupport": false, "logEffect": -0.08004716158035272, "rr": 0.9230728117874791, "lower95": 0.8760630153055146, "upper95": 0.9726051676363688 }, { "sample": "urbanRural_Urban", "scenario": "fitted", "band": "D5", "bandValue": 5, "referenceBand": "D5", "rows": 5218, "lsoas": 2609, "collisions": 11798, "miles": 35400253957.10522, "clusters": 150, "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": 5842, "lsoas": 2921, "collisions": 13360, "miles": 34678205432.96225, "clusters": 154, "sourceReportingAreas": null, "estimable": true, "weakSupport": false, "logEffect": 0.02467240420835003, "rr": 1.0249792866177208, "lower95": 0.9776782550945411, "upper95": 1.0745687883727972 }, { "sample": "urbanRural_Urban", "scenario": "fitted", "band": "D7", "bandValue": 7, "referenceBand": "D5", "rows": 6212, "lsoas": 3106, "collisions": 16218, "miles": 32273426160.14189, "clusters": 158, "sourceReportingAreas": null, "estimable": true, "weakSupport": false, "logEffect": 0.17034916745640763, "rr": 1.1857187934637257, "lower95": 1.113782554600545, "upper95": 1.262301201761331 }, { "sample": "urbanRural_Urban", "scenario": "fitted", "band": "D8", "bandValue": 8, "referenceBand": "D5", "rows": 6576, "lsoas": 3288, "collisions": 18898, "miles": 32292579455.227478, "clusters": 155, "sourceReportingAreas": null, "estimable": true, "weakSupport": false, "logEffect": 0.2376109798464666, "rr": 1.2682157353685997, "lower95": 1.1910392846451368, "upper95": 1.3503930325150635 }, { "sample": "urbanRural_Urban", "scenario": "fitted", "band": "D9", "bandValue": 9, "referenceBand": "D5", "rows": 6744, "lsoas": 3372, "collisions": 23869, "miles": 32001458236.746758, "clusters": 132, "sourceReportingAreas": null, "estimable": true, "weakSupport": false, "logEffect": 0.35867009630952335, "rr": 1.431424491445149, "lower95": 1.3275817653001607, "upper95": 1.5433897393474205 }, { "sample": "urbanRural_Urban", "scenario": "fitted", "band": "D10", "bandValue": 10, "referenceBand": "D5", "rows": 7012, "lsoas": 3506, "collisions": 31339, "miles": 27836728452.962296, "clusters": 93, "sourceReportingAreas": null, "estimable": true, "weakSupport": false, "logEffect": 0.6084781302107738, "rr": 1.837632632056134, "lower95": 1.6295449502145616, "upper95": 2.0722924457855063 }, { "sample": "development", "scenario": "benchmark", "band": "D1", "bandValue": 1, "referenceBand": "D5", "rows": 6528, "lsoas": 3264, "collisions": 14774, "miles": 80686525419.77684, "clusters": 129, "sourceReportingAreas": null, "estimable": true, "weakSupport": false, "logEffect": -0.3045090410650706, "rr": 0.7374853605513292, "lower95": 0.6982084396146335, "upper95": 0.7789717599628466 }, { "sample": "development", "scenario": "benchmark", "band": "D2", "bandValue": 2, "referenceBand": "D5", "rows": 6462, "lsoas": 3231, "collisions": 16347, "miles": 85781817670.96118, "clusters": 136, "sourceReportingAreas": null, "estimable": true, "weakSupport": false, "logEffect": -0.24436536713029683, "rr": 0.7832014259230526, "lower95": 0.750275290131284, "upper95": 0.8175725385552398 }, { "sample": "development", "scenario": "benchmark", "band": "D3", "bandValue": 3, "referenceBand": "D5", "rows": 6530, "lsoas": 3265, "collisions": 16265, "miles": 78319589274.79472, "clusters": 140, "sourceReportingAreas": null, "estimable": true, "weakSupport": false, "logEffect": -0.18731925193849466, "rr": 0.8291789771293923, "lower95": 0.7903136570635529, "upper95": 0.8699555802539508 }, { "sample": "development", "scenario": "benchmark", "band": "D4", "bandValue": 4, "referenceBand": "D5", "rows": 6528, "lsoas": 3264, "collisions": 16749, "miles": 71322490840.87094, "clusters": 146, "sourceReportingAreas": null, "estimable": true, "weakSupport": false, "logEffect": -0.07284182562520548, "rr": 0.929747880685407, "lower95": 0.88681952301779, "upper95": 0.9747542754780613 }, { "sample": "development", "scenario": "benchmark", "band": "D5", "bandValue": 5, "referenceBand": "D5", "rows": 6542, "lsoas": 3271, "collisions": 16246, "miles": 56320681963.023964, "clusters": 151, "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": 6604, "lsoas": 3302, "collisions": 15752, "miles": 45594534205.220795, "clusters": 154, "sourceReportingAreas": null, "estimable": true, "weakSupport": false, "logEffect": 0.059955821373895046, "rr": 1.0617896371017903, "lower95": 1.0158360246353582, "upper95": 1.1098220639117804 }, { "sample": "development", "scenario": "benchmark", "band": "D7", "bandValue": 7, "referenceBand": "D5", "rows": 6580, "lsoas": 3290, "collisions": 17109, "miles": 35659901735.85866, "clusters": 158, "sourceReportingAreas": null, "estimable": true, "weakSupport": false, "logEffect": 0.19331015555022862, "rr": 1.2132590341928569, "lower95": 1.1410312319580367, "upper95": 1.2900588895578267 }, { "sample": "development", "scenario": "benchmark", "band": "D8", "bandValue": 8, "referenceBand": "D5", "rows": 6666, "lsoas": 3333, "collisions": 19123, "miles": 33388087967.269253, "clusters": 155, "sourceReportingAreas": null, "estimable": true, "weakSupport": false, "logEffect": 0.27357996476823254, "rr": 1.3146624816896075, "lower95": 1.2413466524614138, "upper95": 1.3923084557687655 }, { "sample": "development", "scenario": "benchmark", "band": "D9", "bandValue": 9, "referenceBand": "D5", "rows": 6762, "lsoas": 3381, "collisions": 23901, "miles": 32033316982.57412, "clusters": 132, "sourceReportingAreas": null, "estimable": true, "weakSupport": false, "logEffect": 0.4175317801968586, "rr": 1.518209652133427, "lower95": 1.4081046452675376, "upper95": 1.6369241842769169 }, { "sample": "development", "scenario": "benchmark", "band": "D10", "bandValue": 10, "referenceBand": "D5", "rows": 7014, "lsoas": 3507, "collisions": 31348, "miles": 27354853939.649513, "clusters": 93, "sourceReportingAreas": null, "estimable": true, "weakSupport": false, "logEffect": 0.6817727918878399, "rr": 1.9773801102381234, "lower95": 1.7460837975634171, "upper95": 2.2393152641480385 }, { "sample": "development", "scenario": "length", "band": "D1", "bandValue": 1, "referenceBand": "D5", "rows": 6528, "lsoas": 3264, "collisions": 14774, "miles": 82511293152.33585, "clusters": 129, "sourceReportingAreas": null, "estimable": true, "weakSupport": false, "logEffect": -0.2963156116097722, "rr": 0.7435527171133857, "lower95": 0.7035170216637375, "upper95": 0.7858667610049044 }, { "sample": "development", "scenario": "length", "band": "D2", "bandValue": 2, "referenceBand": "D5", "rows": 6462, "lsoas": 3231, "collisions": 16347, "miles": 87959062532.02138, "clusters": 136, "sourceReportingAreas": null, "estimable": true, "weakSupport": false, "logEffect": -0.2385497129806631, "rr": 0.7877695249125269, "lower95": 0.7533629138288565, "upper95": 0.8237475099841288 }, { "sample": "development", "scenario": "length", "band": "D3", "bandValue": 3, "referenceBand": "D5", "rows": 6530, "lsoas": 3265, "collisions": 16265, "miles": 79981883497.88239, "clusters": 140, "sourceReportingAreas": null, "estimable": true, "weakSupport": false, "logEffect": -0.1911467950449083, "rr": 0.8260113248814573, "lower95": 0.7867992301273377, "upper95": 0.867177651815948 }, { "sample": "development", "scenario": "length", "band": "D4", "bandValue": 4, "referenceBand": "D5", "rows": 6528, "lsoas": 3264, "collisions": 16749, "miles": 71778147567.39612, "clusters": 146, "sourceReportingAreas": null, "estimable": true, "weakSupport": false, "logEffect": -0.0691910480698058, "rr": 0.9331483868493057, "lower95": 0.8910340826731824, "upper95": 0.9772532036789046 }, { "sample": "development", "scenario": "length", "band": "D5", "bandValue": 5, "referenceBand": "D5", "rows": 6542, "lsoas": 3271, "collisions": 16246, "miles": 55688230565.90882, "clusters": 151, "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": 6604, "lsoas": 3302, "collisions": 15752, "miles": 44141082218.26112, "clusters": 154, "sourceReportingAreas": null, "estimable": true, "weakSupport": false, "logEffect": 0.053171893604875814, "rr": 1.0546109104108692, "lower95": 1.008099698859784, "upper95": 1.1032680335244684 }, { "sample": "development", "scenario": "length", "band": "D7", "bandValue": 7, "referenceBand": "D5", "rows": 6580, "lsoas": 3290, "collisions": 17109, "miles": 34107443577.642746, "clusters": 158, "sourceReportingAreas": null, "estimable": true, "weakSupport": false, "logEffect": 0.17910603487742235, "rr": 1.1961475708047906, "lower95": 1.1274907097535565, "upper95": 1.268985188760389 }, { "sample": "development", "scenario": "length", "band": "D8", "bandValue": 8, "referenceBand": "D5", "rows": 6666, "lsoas": 3333, "collisions": 19123, "miles": 32018440271.93402, "clusters": 155, "sourceReportingAreas": null, "estimable": true, "weakSupport": false, "logEffect": 0.24764520335759663, "rr": 1.2810053551586758, "lower95": 1.2117366738553281, "upper95": 1.3542337665857629 }, { "sample": "development", "scenario": "length", "band": "D9", "bandValue": 9, "referenceBand": "D5", "rows": 6762, "lsoas": 3381, "collisions": 23901, "miles": 31147446613.34458, "clusters": 132, "sourceReportingAreas": null, "estimable": true, "weakSupport": false, "logEffect": 0.3865011948719433, "rr": 1.4718221557043345, "lower95": 1.3683170732285987, "upper95": 1.5831567846411332 }, { "sample": "development", "scenario": "length", "band": "D10", "bandValue": 10, "referenceBand": "D5", "rows": 7014, "lsoas": 3507, "collisions": 31348, "miles": 27128770003.272995, "clusters": 93, "sourceReportingAreas": null, "estimable": true, "weakSupport": false, "logEffect": 0.6554650084685949, "rr": 1.926037933122012, "lower95": 1.7040161428114655, "upper95": 2.176987662631169 }, { "sample": "development", "scenario": "counted_routes", "band": "D1", "bandValue": 1, "referenceBand": "D5", "rows": 1124, "lsoas": 900, "collisions": 1011, "miles": 9851193913.487965, "clusters": 109, "sourceReportingAreas": null, "estimable": true, "weakSupport": false, "logEffect": -0.13604167181283724, "rr": 0.8728062603117545, "lower95": 0.740976577363413, "upper95": 1.028090214065928 }, { "sample": "development", "scenario": "counted_routes", "band": "D2", "bandValue": 2, "referenceBand": "D5", "rows": 1142, "lsoas": 901, "collisions": 1149, "miles": 10114720849.272684, "clusters": 118, "sourceReportingAreas": null, "estimable": true, "weakSupport": false, "logEffect": -0.08681264057420998, "rr": 0.916848859817742, "lower95": 0.7951219116082832, "upper95": 1.0572112521069863 }, { "sample": "development", "scenario": "counted_routes", "band": "D3", "bandValue": 3, "referenceBand": "D5", "rows": 1125, "lsoas": 885, "collisions": 1053, "miles": 9212056361.362936, "clusters": 117, "sourceReportingAreas": null, "estimable": true, "weakSupport": false, "logEffect": -0.11869518809514622, "rr": 0.8880784563962786, "lower95": 0.7692141116094692, "upper95": 1.0253105511350944 }, { "sample": "development", "scenario": "counted_routes", "band": "D4", "bandValue": 4, "referenceBand": "D5", "rows": 1076, "lsoas": 832, "collisions": 1173, "miles": 8730866152.937624, "clusters": 125, "sourceReportingAreas": null, "estimable": true, "weakSupport": false, "logEffect": 0.04708677928472367, "rr": 1.0482129683045378, "lower95": 0.8990475792131942, "upper95": 1.222127117992339 }, { "sample": "development", "scenario": "counted_routes", "band": "D5", "bandValue": 5, "referenceBand": "D5", "rows": 966, "lsoas": 785, "collisions": 851, "miles": 5737454660.305243, "clusters": 132, "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": 942, "lsoas": 762, "collisions": 825, "miles": 4421021742.365805, "clusters": 135, "sourceReportingAreas": null, "estimable": true, "weakSupport": false, "logEffect": 0.10079705692223966, "rr": 1.1060521533568441, "lower95": 0.96201031191395, "upper95": 1.2716613853248784 }, { "sample": "development", "scenario": "counted_routes", "band": "D7", "bandValue": 7, "referenceBand": "D5", "rows": 869, "lsoas": 687, "collisions": 921, "miles": 3261987741.4046493, "clusters": 138, "sourceReportingAreas": null, "estimable": true, "weakSupport": false, "logEffect": 0.13204944375537997, "rr": 1.141164741342683, "lower95": 0.974899953343572, "upper95": 1.3357852386980005 }, { "sample": "development", "scenario": "counted_routes", "band": "D8", "bandValue": 8, "referenceBand": "D5", "rows": 968, "lsoas": 742, "collisions": 1199, "miles": 3089471246.287098, "clusters": 122, "sourceReportingAreas": null, "estimable": true, "weakSupport": false, "logEffect": 0.25318102869373427, "rr": 1.2881164417660527, "lower95": 1.0905808423579202, "upper95": 1.5214314272755998 }, { "sample": "development", "scenario": "counted_routes", "band": "D9", "bandValue": 9, "referenceBand": "D5", "rows": 1028, "lsoas": 757, "collisions": 1627, "miles": 3251565879.595057, "clusters": 104, "sourceReportingAreas": null, "estimable": true, "weakSupport": false, "logEffect": 0.2648386110864695, "rr": 1.303220633443243, "lower95": 1.0674208950802382, "upper95": 1.5911099616468907 }, { "sample": "development", "scenario": "counted_routes", "band": "D10", "bandValue": 10, "referenceBand": "D5", "rows": 1158, "lsoas": 850, "collisions": 2667, "miles": 2880117210.169903, "clusters": 76, "sourceReportingAreas": null, "estimable": true, "weakSupport": false, "logEffect": 0.44618126899508426, "rr": 1.562334643698197, "lower95": 1.2482782404874004, "upper95": 1.9554050208762006 } ], "raw": [ { "feature": "overcrowded_bedrooms", "scenario": "fitted", "year": 2022, "band": "D1", "bandValue": 1, "nationalLSOAs": 3571, "eligibleLSOAs": 3264, "collisions": 7467, "miles": 39665837875.348495, "frequencyPer100k": 0.018824763070593265, "clusters": 129, "sourceReportingAreas": null }, { "feature": "overcrowded_bedrooms", "scenario": "fitted", "year": 2022, "band": "D2", "bandValue": 2, "nationalLSOAs": 3565, "eligibleLSOAs": 3231, "collisions": 8250, "miles": 42295263327.17636, "frequencyPer100k": 0.019505730313538566, "clusters": 136, "sourceReportingAreas": null }, { "feature": "overcrowded_bedrooms", "scenario": "fitted", "year": 2022, "band": "D3", "bandValue": 3, "nationalLSOAs": 3566, "eligibleLSOAs": 3265, "collisions": 8209, "miles": 38658309942.52557, "frequencyPer100k": 0.02123476171670349, "clusters": 140, "sourceReportingAreas": null }, { "feature": "overcrowded_bedrooms", "scenario": "fitted", "year": 2022, "band": "D4", "bandValue": 4, "nationalLSOAs": 3567, "eligibleLSOAs": 3264, "collisions": 8425, "miles": 35257192212.41903, "frequencyPer100k": 0.023895833647899985, "clusters": 146, "sourceReportingAreas": null }, { "feature": "overcrowded_bedrooms", "scenario": "fitted", "year": 2022, "band": "D5", "bandValue": 5, "nationalLSOAs": 3567, "eligibleLSOAs": 3271, "collisions": 8202, "miles": 27823918834.18258, "frequencyPer100k": 0.029478234352536926, "clusters": 151, "sourceReportingAreas": null }, { "feature": "overcrowded_bedrooms", "scenario": "fitted", "year": 2022, "band": "D6", "bandValue": 6, "nationalLSOAs": 3573, "eligibleLSOAs": 3302, "collisions": 7960, "miles": 22548625841.16433, "frequencyPer100k": 0.03530148602434291, "clusters": 154, "sourceReportingAreas": null }, { "feature": "overcrowded_bedrooms", "scenario": "fitted", "year": 2022, "band": "D7", "bandValue": 7, "nationalLSOAs": 3562, "eligibleLSOAs": 3290, "collisions": 8660, "miles": 17702839554.9846, "frequencyPer100k": 0.04891870579915863, "clusters": 158, "sourceReportingAreas": null }, { "feature": "overcrowded_bedrooms", "scenario": "fitted", "year": 2022, "band": "D8", "bandValue": 8, "nationalLSOAs": 3570, "eligibleLSOAs": 3333, "collisions": 9802, "miles": 16497581851.08696, "frequencyPer100k": 0.05941476810647971, "clusters": 155, "sourceReportingAreas": null }, { "feature": "overcrowded_bedrooms", "scenario": "fitted", "year": 2022, "band": "D9", "bandValue": 9, "nationalLSOAs": 3564, "eligibleLSOAs": 3381, "collisions": 12083, "miles": 15952653863.171906, "frequencyPer100k": 0.07574288330730136, "clusters": 132, "sourceReportingAreas": null }, { "feature": "overcrowded_bedrooms", "scenario": "fitted", "year": 2022, "band": "D10", "bandValue": 10, "nationalLSOAs": 3567, "eligibleLSOAs": 3507, "collisions": 15853, "miles": 13849976697.940174, "frequencyPer100k": 0.11446228644094199, "clusters": 93, "sourceReportingAreas": null }, { "feature": "overcrowded_bedrooms", "scenario": "fitted", "year": 2023, "band": "D1", "bandValue": 1, "nationalLSOAs": 3571, "eligibleLSOAs": 3264, "collisions": 7307, "miles": 40586361005.36016, "frequencyPer100k": 0.01800358499505531, "clusters": 129, "sourceReportingAreas": null }, { "feature": "overcrowded_bedrooms", "scenario": "fitted", "year": 2023, "band": "D2", "bandValue": 2, "nationalLSOAs": 3565, "eligibleLSOAs": 3231, "collisions": 8097, "miles": 43369193606.90276, "frequencyPer100k": 0.018669934408721073, "clusters": 136, "sourceReportingAreas": null }, { "feature": "overcrowded_bedrooms", "scenario": "fitted", "year": 2023, "band": "D3", "bandValue": 3, "nationalLSOAs": 3566, "eligibleLSOAs": 3265, "collisions": 8056, "miles": 39623048577.145584, "frequencyPer100k": 0.02033160064479912, "clusters": 140, "sourceReportingAreas": null }, { "feature": "overcrowded_bedrooms", "scenario": "fitted", "year": 2023, "band": "D4", "bandValue": 4, "nationalLSOAs": 3567, "eligibleLSOAs": 3264, "collisions": 8324, "miles": 36058988283.98077, "frequencyPer100k": 0.023084396973217198, "clusters": 146, "sourceReportingAreas": null }, { "feature": "overcrowded_bedrooms", "scenario": "fitted", "year": 2023, "band": "D5", "bandValue": 5, "nationalLSOAs": 3567, "eligibleLSOAs": 3271, "collisions": 8044, "miles": 28474547163.402237, "frequencyPer100k": 0.028249790782761918, "clusters": 151, "sourceReportingAreas": null }, { "feature": "overcrowded_bedrooms", "scenario": "fitted", "year": 2023, "band": "D6", "bandValue": 6, "nationalLSOAs": 3573, "eligibleLSOAs": 3302, "collisions": 7792, "miles": 23017519870.56085, "frequencyPer100k": 0.03385247430573909, "clusters": 154, "sourceReportingAreas": null }, { "feature": "overcrowded_bedrooms", "scenario": "fitted", "year": 2023, "band": "D7", "bandValue": 7, "nationalLSOAs": 3562, "eligibleLSOAs": 3290, "collisions": 8449, "miles": 18049374878.858795, "frequencyPer100k": 0.046810485441777266, "clusters": 158, "sourceReportingAreas": null }, { "feature": "overcrowded_bedrooms", "scenario": "fitted", "year": 2023, "band": "D8", "bandValue": 8, "nationalLSOAs": 3570, "eligibleLSOAs": 3333, "collisions": 9321, "miles": 16820808756.492592, "frequencyPer100k": 0.05541350677566099, "clusters": 155, "sourceReportingAreas": null }, { "feature": "overcrowded_bedrooms", "scenario": "fitted", "year": 2023, "band": "D9", "bandValue": 9, "nationalLSOAs": 3564, "eligibleLSOAs": 3381, "collisions": 11818, "miles": 16200081513.514095, "frequencyPer100k": 0.07295025022029324, "clusters": 132, "sourceReportingAreas": null }, { "feature": "overcrowded_bedrooms", "scenario": "fitted", "year": 2023, "band": "D10", "bandValue": 10, "nationalLSOAs": 3567, "eligibleLSOAs": 3507, "collisions": 15495, "miles": 14009676343.782162, "frequencyPer100k": 0.110602126842688, "clusters": 93, "sourceReportingAreas": null }, { "feature": "overcrowded_bedrooms", "scenario": "fitted", "year": 2024, "band": "D1", "bandValue": 1, "nationalLSOAs": 3571, "eligibleLSOAs": 3466, "collisions": 7832, "miles": 44246676766.27123, "frequencyPer100k": 0.017700764379145983, "clusters": 136, "sourceReportingAreas": null }, { "feature": "overcrowded_bedrooms", "scenario": "fitted", "year": 2024, "band": "D2", "bandValue": 2, "nationalLSOAs": 3565, "eligibleLSOAs": 3452, "collisions": 8506, "miles": 47827863749.92903, "frequencyPer100k": 0.017784612008753208, "clusters": 143, "sourceReportingAreas": null }, { "feature": "overcrowded_bedrooms", "scenario": "fitted", "year": 2024, "band": "D3", "bandValue": 3, "nationalLSOAs": 3566, "eligibleLSOAs": 3473, "collisions": 8346, "miles": 42968050436.73932, "frequencyPer100k": 0.019423734414684667, "clusters": 147, "sourceReportingAreas": null }, { "feature": "overcrowded_bedrooms", "scenario": "fitted", "year": 2024, "band": "D4", "bandValue": 4, "nationalLSOAs": 3567, "eligibleLSOAs": 3490, "collisions": 8596, "miles": 39657432840.07977, "frequencyPer100k": 0.021675634009553073, "clusters": 153, "sourceReportingAreas": null }, { "feature": "overcrowded_bedrooms", "scenario": "fitted", "year": 2024, "band": "D5", "bandValue": 5, "nationalLSOAs": 3567, "eligibleLSOAs": 3486, "collisions": 8148, "miles": 30928417048.32721, "frequencyPer100k": 0.026344704248097598, "clusters": 158, "sourceReportingAreas": null }, { "feature": "overcrowded_bedrooms", "scenario": "fitted", "year": 2024, "band": "D6", "bandValue": 6, "nationalLSOAs": 3573, "eligibleLSOAs": 3499, "collisions": 7722, "miles": 24626332364.083614, "frequencyPer100k": 0.03135667904515975, "clusters": 161, "sourceReportingAreas": null }, { "feature": "overcrowded_bedrooms", "scenario": "fitted", "year": 2024, "band": "D7", "bandValue": 7, "nationalLSOAs": 3562, "eligibleLSOAs": 3473, "collisions": 8219, "miles": 19134763491.924107, "frequencyPer100k": 0.04295323536906457, "clusters": 165, "sourceReportingAreas": null }, { "feature": "overcrowded_bedrooms", "scenario": "fitted", "year": 2024, "band": "D8", "bandValue": 8, "nationalLSOAs": 3570, "eligibleLSOAs": 3490, "collisions": 9283, "miles": 17867455456.01948, "frequencyPer100k": 0.05195479581773683, "clusters": 162, "sourceReportingAreas": null }, { "feature": "overcrowded_bedrooms", "scenario": "fitted", "year": 2024, "band": "D9", "bandValue": 9, "nationalLSOAs": 3564, "eligibleLSOAs": 3486, "collisions": 11347, "miles": 16931911606.642235, "frequencyPer100k": 0.06701546915440236, "clusters": 139, "sourceReportingAreas": null }, { "feature": "overcrowded_bedrooms", "scenario": "fitted", "year": 2024, "band": "D10", "bandValue": 10, "nationalLSOAs": 3567, "eligibleLSOAs": 3529, "collisions": 14495, "miles": 14451296239.984001, "frequencyPer100k": 0.1003024210374643, "clusters": 96, "sourceReportingAreas": null }, { "feature": "overcrowded_bedrooms", "scenario": "fitted", "year": 2025, "band": "D1", "bandValue": 1, "nationalLSOAs": 3571, "eligibleLSOAs": 3466, "collisions": 7882, "miles": 45344467472.69998, "frequencyPer100k": 0.017382495460433897, "clusters": 136, "sourceReportingAreas": null }, { "feature": "overcrowded_bedrooms", "scenario": "fitted", "year": 2025, "band": "D2", "bandValue": 2, "nationalLSOAs": 3565, "eligibleLSOAs": 3452, "collisions": 8646, "miles": 48802226848.80615, "frequencyPer100k": 0.01771640467715974, "clusters": 143, "sourceReportingAreas": null }, { "feature": "overcrowded_bedrooms", "scenario": "fitted", "year": 2025, "band": "D3", "bandValue": 3, "nationalLSOAs": 3566, "eligibleLSOAs": 3472, "collisions": 8436, "miles": 43777015739.526215, "frequencyPer100k": 0.019270386200362092, "clusters": 147, "sourceReportingAreas": null }, { "feature": "overcrowded_bedrooms", "scenario": "fitted", "year": 2025, "band": "D4", "bandValue": 4, "nationalLSOAs": 3567, "eligibleLSOAs": 3490, "collisions": 8771, "miles": 40505136941.288734, "frequencyPer100k": 0.021654043566655172, "clusters": 153, "sourceReportingAreas": null }, { "feature": "overcrowded_bedrooms", "scenario": "fitted", "year": 2025, "band": "D5", "bandValue": 5, "nationalLSOAs": 3567, "eligibleLSOAs": 3486, "collisions": 8085, "miles": 31557265504.955673, "frequencyPer100k": 0.025620090558005893, "clusters": 158, "sourceReportingAreas": null }, { "feature": "overcrowded_bedrooms", "scenario": "fitted", "year": 2025, "band": "D6", "bandValue": 6, "nationalLSOAs": 3573, "eligibleLSOAs": 3499, "collisions": 7785, "miles": 25141615556.08202, "frequencyPer100k": 0.030964597253642784, "clusters": 161, "sourceReportingAreas": null }, { "feature": "overcrowded_bedrooms", "scenario": "fitted", "year": 2025, "band": "D7", "bandValue": 7, "nationalLSOAs": 3562, "eligibleLSOAs": 3473, "collisions": 8227, "miles": 19441908810.59599, "frequencyPer100k": 0.042315803865494016, "clusters": 165, "sourceReportingAreas": null }, { "feature": "overcrowded_bedrooms", "scenario": "fitted", "year": 2025, "band": "D8", "bandValue": 8, "nationalLSOAs": 3570, "eligibleLSOAs": 3490, "collisions": 9148, "miles": 18140702870.23491, "frequencyPer100k": 0.05042803504052729, "clusters": 162, "sourceReportingAreas": null }, { "feature": "overcrowded_bedrooms", "scenario": "fitted", "year": 2025, "band": "D9", "bandValue": 9, "nationalLSOAs": 3564, "eligibleLSOAs": 3486, "collisions": 11353, "miles": 17138317272.74949, "frequencyPer100k": 0.06624337628555668, "clusters": 139, "sourceReportingAreas": null }, { "feature": "overcrowded_bedrooms", "scenario": "fitted", "year": 2025, "band": "D10", "bandValue": 10, "nationalLSOAs": 3567, "eligibleLSOAs": 3529, "collisions": 14458, "miles": 14619242983.060843, "frequencyPer100k": 0.0988970497087457, "clusters": 96, "sourceReportingAreas": null }, { "feature": "overcrowded_bedrooms", "scenario": "benchmark", "year": 2022, "band": "D1", "bandValue": 1, "nationalLSOAs": 3571, "eligibleLSOAs": 3264, "collisions": 7467, "miles": 39880920425.894615, "frequencyPer100k": 0.018723238882800933, "clusters": 129, "sourceReportingAreas": null }, { "feature": "overcrowded_bedrooms", "scenario": "benchmark", "year": 2022, "band": "D2", "bandValue": 2, "nationalLSOAs": 3565, "eligibleLSOAs": 3231, "collisions": 8250, "miles": 42352949203.57854, "frequencyPer100k": 0.019479162974801602, "clusters": 136, "sourceReportingAreas": null }, { "feature": "overcrowded_bedrooms", "scenario": "benchmark", "year": 2022, "band": "D3", "bandValue": 3, "nationalLSOAs": 3566, "eligibleLSOAs": 3265, "collisions": 8209, "miles": 38677497271.28308, "frequencyPer100k": 0.021224227468551703, "clusters": 140, "sourceReportingAreas": null }, { "feature": "overcrowded_bedrooms", "scenario": "benchmark", "year": 2022, "band": "D4", "bandValue": 4, "nationalLSOAs": 3567, "eligibleLSOAs": 3264, "collisions": 8425, "miles": 35260803748.87203, "frequencyPer100k": 0.02389338615195211, "clusters": 146, "sourceReportingAreas": null }, { "feature": "overcrowded_bedrooms", "scenario": "benchmark", "year": 2022, "band": "D5", "bandValue": 5, "nationalLSOAs": 3567, "eligibleLSOAs": 3271, "collisions": 8202, "miles": 27835256524.40544, "frequencyPer100k": 0.02946622745441069, "clusters": 151, "sourceReportingAreas": null }, { "feature": "overcrowded_bedrooms", "scenario": "benchmark", "year": 2022, "band": "D6", "bandValue": 6, "nationalLSOAs": 3573, "eligibleLSOAs": 3302, "collisions": 7960, "miles": 22563214704.93026, "frequencyPer100k": 0.035278660882753866, "clusters": 154, "sourceReportingAreas": null }, { "feature": "overcrowded_bedrooms", "scenario": "benchmark", "year": 2022, "band": "D7", "bandValue": 7, "nationalLSOAs": 3562, "eligibleLSOAs": 3290, "collisions": 8660, "miles": 17657204184.488888, "frequencyPer100k": 0.04904513709824711, "clusters": 158, "sourceReportingAreas": null }, { "feature": "overcrowded_bedrooms", "scenario": "benchmark", "year": 2022, "band": "D8", "bandValue": 8, "nationalLSOAs": 3570, "eligibleLSOAs": 3333, "collisions": 9802, "miles": 16532439758.526817, "frequencyPer100k": 0.059289494733797486, "clusters": 155, "sourceReportingAreas": null }, { "feature": "overcrowded_bedrooms", "scenario": "benchmark", "year": 2022, "band": "D9", "bandValue": 9, "nationalLSOAs": 3564, "eligibleLSOAs": 3381, "collisions": 12083, "miles": 15893612630.028019, "frequencyPer100k": 0.07602425125909652, "clusters": 132, "sourceReportingAreas": null }, { "feature": "overcrowded_bedrooms", "scenario": "benchmark", "year": 2022, "band": "D10", "bandValue": 10, "nationalLSOAs": 3567, "eligibleLSOAs": 3507, "collisions": 15853, "miles": 13598301547.992306, "frequencyPer100k": 0.1165807357929975, "clusters": 93, "sourceReportingAreas": null }, { "feature": "overcrowded_bedrooms", "scenario": "benchmark", "year": 2023, "band": "D1", "bandValue": 1, "nationalLSOAs": 3571, "eligibleLSOAs": 3264, "collisions": 7307, "miles": 40805604993.882225, "frequencyPer100k": 0.017906853730254704, "clusters": 129, "sourceReportingAreas": null }, { "feature": "overcrowded_bedrooms", "scenario": "benchmark", "year": 2023, "band": "D2", "bandValue": 2, "nationalLSOAs": 3565, "eligibleLSOAs": 3231, "collisions": 8097, "miles": 43428868467.38264, "frequencyPer100k": 0.018644280373275837, "clusters": 136, "sourceReportingAreas": null }, { "feature": "overcrowded_bedrooms", "scenario": "benchmark", "year": 2023, "band": "D3", "bandValue": 3, "nationalLSOAs": 3566, "eligibleLSOAs": 3265, "collisions": 8056, "miles": 39642092003.51164, "frequencyPer100k": 0.020321833669339068, "clusters": 140, "sourceReportingAreas": null }, { "feature": "overcrowded_bedrooms", "scenario": "benchmark", "year": 2023, "band": "D4", "bandValue": 4, "nationalLSOAs": 3567, "eligibleLSOAs": 3264, "collisions": 8324, "miles": 36061687091.99892, "frequencyPer100k": 0.023082669368086395, "clusters": 146, "sourceReportingAreas": null }, { "feature": "overcrowded_bedrooms", "scenario": "benchmark", "year": 2023, "band": "D5", "bandValue": 5, "nationalLSOAs": 3567, "eligibleLSOAs": 3271, "collisions": 8044, "miles": 28485425438.618523, "frequencyPer100k": 0.028239002493866613, "clusters": 151, "sourceReportingAreas": null }, { "feature": "overcrowded_bedrooms", "scenario": "benchmark", "year": 2023, "band": "D6", "bandValue": 6, "nationalLSOAs": 3573, "eligibleLSOAs": 3302, "collisions": 7792, "miles": 23031319500.290543, "frequencyPer100k": 0.033832190986285884, "clusters": 154, "sourceReportingAreas": null }, { "feature": "overcrowded_bedrooms", "scenario": "benchmark", "year": 2023, "band": "D7", "bandValue": 7, "nationalLSOAs": 3562, "eligibleLSOAs": 3290, "collisions": 8449, "miles": 18002697551.36977, "frequencyPer100k": 0.04693185549494021, "clusters": 158, "sourceReportingAreas": null }, { "feature": "overcrowded_bedrooms", "scenario": "benchmark", "year": 2023, "band": "D8", "bandValue": 8, "nationalLSOAs": 3570, "eligibleLSOAs": 3333, "collisions": 9321, "miles": 16855648208.742432, "frequencyPer100k": 0.055298970912109606, "clusters": 155, "sourceReportingAreas": null }, { "feature": "overcrowded_bedrooms", "scenario": "benchmark", "year": 2023, "band": "D9", "bandValue": 9, "nationalLSOAs": 3564, "eligibleLSOAs": 3381, "collisions": 11818, "miles": 16139704352.5461, "frequencyPer100k": 0.07322315044845085, "clusters": 132, "sourceReportingAreas": null }, { "feature": "overcrowded_bedrooms", "scenario": "benchmark", "year": 2023, "band": "D10", "bandValue": 10, "nationalLSOAs": 3567, "eligibleLSOAs": 3507, "collisions": 15495, "miles": 13756552391.657206, "frequencyPer100k": 0.11263723321692937, "clusters": 93, "sourceReportingAreas": null }, { "feature": "overcrowded_bedrooms", "scenario": "benchmark", "year": 2024, "band": "D1", "bandValue": 1, "nationalLSOAs": 3571, "eligibleLSOAs": 3466, "collisions": 7832, "miles": 44493660982.569305, "frequencyPer100k": 0.017602507474195568, "clusters": 136, "sourceReportingAreas": null }, { "feature": "overcrowded_bedrooms", "scenario": "benchmark", "year": 2024, "band": "D2", "bandValue": 2, "nationalLSOAs": 3565, "eligibleLSOAs": 3452, "collisions": 8506, "miles": 47868782701.78971, "frequencyPer100k": 0.017769409456242512, "clusters": 143, "sourceReportingAreas": null }, { "feature": "overcrowded_bedrooms", "scenario": "benchmark", "year": 2024, "band": "D3", "bandValue": 3, "nationalLSOAs": 3566, "eligibleLSOAs": 3473, "collisions": 8346, "miles": 42967431490.34669, "frequencyPer100k": 0.01942401421382393, "clusters": 147, "sourceReportingAreas": null }, { "feature": "overcrowded_bedrooms", "scenario": "benchmark", "year": 2024, "band": "D4", "bandValue": 4, "nationalLSOAs": 3567, "eligibleLSOAs": 3490, "collisions": 8596, "miles": 39661623901.55493, "frequencyPer100k": 0.021673343535646292, "clusters": 153, "sourceReportingAreas": null }, { "feature": "overcrowded_bedrooms", "scenario": "benchmark", "year": 2024, "band": "D5", "bandValue": 5, "nationalLSOAs": 3567, "eligibleLSOAs": 3486, "collisions": 8148, "miles": 30942667146.16057, "frequencyPer100k": 0.026332571660717428, "clusters": 158, "sourceReportingAreas": null }, { "feature": "overcrowded_bedrooms", "scenario": "benchmark", "year": 2024, "band": "D6", "bandValue": 6, "nationalLSOAs": 3573, "eligibleLSOAs": 3499, "collisions": 7722, "miles": 24637050088.630936, "frequencyPer100k": 0.031343038116253254, "clusters": 161, "sourceReportingAreas": null }, { "feature": "overcrowded_bedrooms", "scenario": "benchmark", "year": 2024, "band": "D7", "bandValue": 7, "nationalLSOAs": 3562, "eligibleLSOAs": 3473, "collisions": 8219, "miles": 19088724276.673035, "frequencyPer100k": 0.043056832299913576, "clusters": 165, "sourceReportingAreas": null }, { "feature": "overcrowded_bedrooms", "scenario": "benchmark", "year": 2024, "band": "D8", "bandValue": 8, "nationalLSOAs": 3570, "eligibleLSOAs": 3490, "collisions": 9283, "miles": 17908599077.49173, "frequencyPer100k": 0.05183543369211532, "clusters": 162, "sourceReportingAreas": null }, { "feature": "overcrowded_bedrooms", "scenario": "benchmark", "year": 2024, "band": "D9", "bandValue": 9, "nationalLSOAs": 3564, "eligibleLSOAs": 3486, "collisions": 11347, "miles": 16877590265.484266, "frequencyPer100k": 0.06723116168547667, "clusters": 139, "sourceReportingAreas": null }, { "feature": "overcrowded_bedrooms", "scenario": "benchmark", "year": 2024, "band": "D10", "bandValue": 10, "nationalLSOAs": 3567, "eligibleLSOAs": 3529, "collisions": 14495, "miles": 14194070069.298832, "frequencyPer100k": 0.10212011022371989, "clusters": 96, "sourceReportingAreas": null }, { "feature": "overcrowded_bedrooms", "scenario": "benchmark", "year": 2025, "band": "D1", "bandValue": 1, "nationalLSOAs": 3571, "eligibleLSOAs": 3466, "collisions": 7882, "miles": 45595357471.957535, "frequencyPer100k": 0.017286847690244907, "clusters": 136, "sourceReportingAreas": null }, { "feature": "overcrowded_bedrooms", "scenario": "benchmark", "year": 2025, "band": "D2", "bandValue": 2, "nationalLSOAs": 3565, "eligibleLSOAs": 3452, "collisions": 8646, "miles": 48843166040.82826, "frequencyPer100k": 0.01770155520379814, "clusters": 143, "sourceReportingAreas": null }, { "feature": "overcrowded_bedrooms", "scenario": "benchmark", "year": 2025, "band": "D3", "bandValue": 3, "nationalLSOAs": 3566, "eligibleLSOAs": 3472, "collisions": 8436, "miles": 43776468889.62239, "frequencyPer100k": 0.01927062692349732, "clusters": 147, "sourceReportingAreas": null }, { "feature": "overcrowded_bedrooms", "scenario": "benchmark", "year": 2025, "band": "D4", "bandValue": 4, "nationalLSOAs": 3567, "eligibleLSOAs": 3490, "collisions": 8771, "miles": 40508181225.60127, "frequencyPer100k": 0.02165241621476875, "clusters": 153, "sourceReportingAreas": null }, { "feature": "overcrowded_bedrooms", "scenario": "benchmark", "year": 2025, "band": "D5", "bandValue": 5, "nationalLSOAs": 3567, "eligibleLSOAs": 3486, "collisions": 8085, "miles": 31571485854.44838, "frequencyPer100k": 0.025608550821059423, "clusters": 158, "sourceReportingAreas": null }, { "feature": "overcrowded_bedrooms", "scenario": "benchmark", "year": 2025, "band": "D6", "bandValue": 6, "nationalLSOAs": 3573, "eligibleLSOAs": 3499, "collisions": 7785, "miles": 25152749625.57953, "frequencyPer100k": 0.030950890522453686, "clusters": 161, "sourceReportingAreas": null }, { "feature": "overcrowded_bedrooms", "scenario": "benchmark", "year": 2025, "band": "D7", "bandValue": 7, "nationalLSOAs": 3562, "eligibleLSOAs": 3473, "collisions": 8227, "miles": 19395534826.33899, "frequencyPer100k": 0.04241697933911983, "clusters": 165, "sourceReportingAreas": null }, { "feature": "overcrowded_bedrooms", "scenario": "benchmark", "year": 2025, "band": "D8", "bandValue": 8, "nationalLSOAs": 3570, "eligibleLSOAs": 3490, "collisions": 9148, "miles": 18182976541.24993, "frequencyPer100k": 0.05031079471090353, "clusters": 162, "sourceReportingAreas": null }, { "feature": "overcrowded_bedrooms", "scenario": "benchmark", "year": 2025, "band": "D9", "bandValue": 9, "nationalLSOAs": 3564, "eligibleLSOAs": 3486, "collisions": 11353, "miles": 17082892944.509146, "frequencyPer100k": 0.06645829858489588, "clusters": 139, "sourceReportingAreas": null }, { "feature": "overcrowded_bedrooms", "scenario": "benchmark", "year": 2025, "band": "D10", "bandValue": 10, "nationalLSOAs": 3567, "eligibleLSOAs": 3529, "collisions": 14458, "miles": 14359086579.86457, "frequencyPer100k": 0.10068885593512704, "clusters": 96, "sourceReportingAreas": null }, { "feature": "overcrowded_bedrooms", "scenario": "length", "year": 2022, "band": "D1", "bandValue": 1, "nationalLSOAs": 3571, "eligibleLSOAs": 3264, "collisions": 7467, "miles": 40784567052.37746, "frequencyPer100k": 0.018308395894973038, "clusters": 129, "sourceReportingAreas": null }, { "feature": "overcrowded_bedrooms", "scenario": "length", "year": 2022, "band": "D2", "bandValue": 2, "nationalLSOAs": 3565, "eligibleLSOAs": 3231, "collisions": 8250, "miles": 43432613414.00049, "frequencyPer100k": 0.018994942628390434, "clusters": 136, "sourceReportingAreas": null }, { "feature": "overcrowded_bedrooms", "scenario": "length", "year": 2022, "band": "D3", "bandValue": 3, "nationalLSOAs": 3566, "eligibleLSOAs": 3265, "collisions": 8209, "miles": 39501925739.81854, "frequencyPer100k": 0.02078126533392068, "clusters": 140, "sourceReportingAreas": null }, { "feature": "overcrowded_bedrooms", "scenario": "length", "year": 2022, "band": "D4", "bandValue": 4, "nationalLSOAs": 3567, "eligibleLSOAs": 3264, "collisions": 8425, "miles": 35486776799.58405, "frequencyPer100k": 0.02374123760966296, "clusters": 146, "sourceReportingAreas": null }, { "feature": "overcrowded_bedrooms", "scenario": "length", "year": 2022, "band": "D5", "bandValue": 5, "nationalLSOAs": 3567, "eligibleLSOAs": 3271, "collisions": 8202, "miles": 27522364201.813805, "frequencyPer100k": 0.029801218891869267, "clusters": 151, "sourceReportingAreas": null }, { "feature": "overcrowded_bedrooms", "scenario": "length", "year": 2022, "band": "D6", "bandValue": 6, "nationalLSOAs": 3573, "eligibleLSOAs": 3302, "collisions": 7960, "miles": 21842837066.875763, "frequencyPer100k": 0.03644215252638214, "clusters": 154, "sourceReportingAreas": null }, { "feature": "overcrowded_bedrooms", "scenario": "length", "year": 2022, "band": "D7", "bandValue": 7, "nationalLSOAs": 3562, "eligibleLSOAs": 3290, "collisions": 8660, "miles": 16887761275.737177, "frequencyPer100k": 0.05127973956170208, "clusters": 158, "sourceReportingAreas": null }, { "feature": "overcrowded_bedrooms", "scenario": "length", "year": 2022, "band": "D8", "bandValue": 8, "nationalLSOAs": 3570, "eligibleLSOAs": 3333, "collisions": 9802, "miles": 15853265965.30762, "frequencyPer100k": 0.06182953103448928, "clusters": 155, "sourceReportingAreas": null }, { "feature": "overcrowded_bedrooms", "scenario": "length", "year": 2022, "band": "D9", "bandValue": 9, "nationalLSOAs": 3564, "eligibleLSOAs": 3381, "collisions": 12083, "miles": 15454185767.57356, "frequencyPer100k": 0.0781859373358441, "clusters": 132, "sourceReportingAreas": null }, { "feature": "overcrowded_bedrooms", "scenario": "length", "year": 2022, "band": "D10", "bandValue": 10, "nationalLSOAs": 3567, "eligibleLSOAs": 3507, "collisions": 15853, "miles": 13485902716.911528, "frequencyPer100k": 0.11755238290515099, "clusters": 93, "sourceReportingAreas": null }, { "feature": "overcrowded_bedrooms", "scenario": "length", "year": 2023, "band": "D1", "bandValue": 1, "nationalLSOAs": 3571, "eligibleLSOAs": 3264, "collisions": 7307, "miles": 41726726099.95839, "frequencyPer100k": 0.017511558377467068, "clusters": 129, "sourceReportingAreas": null }, { "feature": "overcrowded_bedrooms", "scenario": "length", "year": 2023, "band": "D2", "bandValue": 2, "nationalLSOAs": 3565, "eligibleLSOAs": 3231, "collisions": 8097, "miles": 44526449118.02089, "frequencyPer100k": 0.01818469732122195, "clusters": 136, "sourceReportingAreas": null }, { "feature": "overcrowded_bedrooms", "scenario": "length", "year": 2023, "band": "D3", "bandValue": 3, "nationalLSOAs": 3566, "eligibleLSOAs": 3265, "collisions": 8056, "miles": 40479957758.063835, "frequencyPer100k": 0.019901206538179252, "clusters": 140, "sourceReportingAreas": null }, { "feature": "overcrowded_bedrooms", "scenario": "length", "year": 2023, "band": "D4", "bandValue": 4, "nationalLSOAs": 3567, "eligibleLSOAs": 3264, "collisions": 8324, "miles": 36291370767.812065, "frequencyPer100k": 0.022936581958438482, "clusters": 146, "sourceReportingAreas": null }, { "feature": "overcrowded_bedrooms", "scenario": "length", "year": 2023, "band": "D5", "bandValue": 5, "nationalLSOAs": 3567, "eligibleLSOAs": 3271, "collisions": 8044, "miles": 28165866364.09501, "frequencyPer100k": 0.02855939134275751, "clusters": 151, "sourceReportingAreas": null }, { "feature": "overcrowded_bedrooms", "scenario": "length", "year": 2023, "band": "D6", "bandValue": 6, "nationalLSOAs": 3573, "eligibleLSOAs": 3302, "collisions": 7792, "miles": 22298245151.385357, "frequencyPer100k": 0.03494445391150386, "clusters": 154, "sourceReportingAreas": null }, { "feature": "overcrowded_bedrooms", "scenario": "length", "year": 2023, "band": "D7", "bandValue": 7, "nationalLSOAs": 3562, "eligibleLSOAs": 3290, "collisions": 8449, "miles": 17219682301.905563, "frequencyPer100k": 0.04906594588603425, "clusters": 158, "sourceReportingAreas": null }, { "feature": "overcrowded_bedrooms", "scenario": "length", "year": 2023, "band": "D8", "bandValue": 8, "nationalLSOAs": 3570, "eligibleLSOAs": 3333, "collisions": 9321, "miles": 16165174306.626404, "frequencyPer100k": 0.05766099284298561, "clusters": 155, "sourceReportingAreas": null }, { "feature": "overcrowded_bedrooms", "scenario": "length", "year": 2023, "band": "D9", "bandValue": 9, "nationalLSOAs": 3564, "eligibleLSOAs": 3381, "collisions": 11818, "miles": 15693260845.771019, "frequencyPer100k": 0.07530621020158908, "clusters": 132, "sourceReportingAreas": null }, { "feature": "overcrowded_bedrooms", "scenario": "length", "year": 2023, "band": "D10", "bandValue": 10, "nationalLSOAs": 3567, "eligibleLSOAs": 3507, "collisions": 15495, "miles": 13642867286.361465, "frequencyPer100k": 0.11357583178640226, "clusters": 93, "sourceReportingAreas": null }, { "feature": "overcrowded_bedrooms", "scenario": "length", "year": 2024, "band": "D1", "bandValue": 1, "nationalLSOAs": 3571, "eligibleLSOAs": 3466, "collisions": 7832, "miles": 45479692894.64595, "frequencyPer100k": 0.017220872660998143, "clusters": 136, "sourceReportingAreas": null }, { "feature": "overcrowded_bedrooms", "scenario": "length", "year": 2024, "band": "D2", "bandValue": 2, "nationalLSOAs": 3565, "eligibleLSOAs": 3452, "collisions": 8506, "miles": 49092293918.61078, "frequencyPer100k": 0.017326548264584952, "clusters": 143, "sourceReportingAreas": null }, { "feature": "overcrowded_bedrooms", "scenario": "length", "year": 2024, "band": "D3", "bandValue": 3, "nationalLSOAs": 3566, "eligibleLSOAs": 3473, "collisions": 8346, "miles": 43863878699.71322, "frequencyPer100k": 0.01902704513920372, "clusters": 147, "sourceReportingAreas": null }, { "feature": "overcrowded_bedrooms", "scenario": "length", "year": 2024, "band": "D4", "bandValue": 4, "nationalLSOAs": 3567, "eligibleLSOAs": 3490, "collisions": 8596, "miles": 39912620314.12608, "frequencyPer100k": 0.021537047511154407, "clusters": 153, "sourceReportingAreas": null }, { "feature": "overcrowded_bedrooms", "scenario": "length", "year": 2024, "band": "D5", "bandValue": 5, "nationalLSOAs": 3567, "eligibleLSOAs": 3486, "collisions": 8148, "miles": 30602082553.999878, "frequencyPer100k": 0.02662563891075775, "clusters": 158, "sourceReportingAreas": null }, { "feature": "overcrowded_bedrooms", "scenario": "length", "year": 2024, "band": "D6", "bandValue": 6, "nationalLSOAs": 3573, "eligibleLSOAs": 3499, "collisions": 7722, "miles": 23806052344.15409, "frequencyPer100k": 0.03243712938359663, "clusters": 161, "sourceReportingAreas": null }, { "feature": "overcrowded_bedrooms", "scenario": "length", "year": 2024, "band": "D7", "bandValue": 7, "nationalLSOAs": 3562, "eligibleLSOAs": 3473, "collisions": 8219, "miles": 18226381658.00204, "frequencyPer100k": 0.045093975064390036, "clusters": 165, "sourceReportingAreas": null }, { "feature": "overcrowded_bedrooms", "scenario": "length", "year": 2024, "band": "D8", "bandValue": 8, "nationalLSOAs": 3570, "eligibleLSOAs": 3490, "collisions": 9283, "miles": 17165976337.904356, "frequencyPer100k": 0.05407790280767264, "clusters": 162, "sourceReportingAreas": null }, { "feature": "overcrowded_bedrooms", "scenario": "length", "year": 2024, "band": "D9", "bandValue": 9, "nationalLSOAs": 3564, "eligibleLSOAs": 3486, "collisions": 11347, "miles": 16413273760.014645, "frequencyPer100k": 0.06913306976968302, "clusters": 139, "sourceReportingAreas": null }, { "feature": "overcrowded_bedrooms", "scenario": "length", "year": 2024, "band": "D10", "bandValue": 10, "nationalLSOAs": 3567, "eligibleLSOAs": 3529, "collisions": 14495, "miles": 14077947518.828957, "frequencyPer100k": 0.10296245230786125, "clusters": 96, "sourceReportingAreas": null }, { "feature": "overcrowded_bedrooms", "scenario": "length", "year": 2025, "band": "D1", "bandValue": 1, "nationalLSOAs": 3571, "eligibleLSOAs": 3466, "collisions": 7882, "miles": 46598862784.259415, "frequencyPer100k": 0.01691457586956919, "clusters": 136, "sourceReportingAreas": null }, { "feature": "overcrowded_bedrooms", "scenario": "length", "year": 2025, "band": "D2", "bandValue": 2, "nationalLSOAs": 3565, "eligibleLSOAs": 3452, "collisions": 8646, "miles": 50089860709.73815, "frequencyPer100k": 0.017260978324739284, "clusters": 143, "sourceReportingAreas": null }, { "feature": "overcrowded_bedrooms", "scenario": "length", "year": 2025, "band": "D3", "bandValue": 3, "nationalLSOAs": 3566, "eligibleLSOAs": 3472, "collisions": 8436, "miles": 44688609227.47414, "frequencyPer100k": 0.0188772936679659, "clusters": 147, "sourceReportingAreas": null }, { "feature": "overcrowded_bedrooms", "scenario": "length", "year": 2025, "band": "D4", "bandValue": 4, "nationalLSOAs": 3567, "eligibleLSOAs": 3490, "collisions": 8771, "miles": 40764308717.447174, "frequencyPer100k": 0.021516371247198414, "clusters": 153, "sourceReportingAreas": null }, { "feature": "overcrowded_bedrooms", "scenario": "length", "year": 2025, "band": "D5", "bandValue": 5, "nationalLSOAs": 3567, "eligibleLSOAs": 3486, "collisions": 8085, "miles": 31225909005.71305, "frequencyPer100k": 0.025891960418256456, "clusters": 158, "sourceReportingAreas": null }, { "feature": "overcrowded_bedrooms", "scenario": "length", "year": 2025, "band": "D6", "bandValue": 6, "nationalLSOAs": 3573, "eligibleLSOAs": 3499, "collisions": 7785, "miles": 24307154430.49125, "frequencyPer100k": 0.032027607436575886, "clusters": 161, "sourceReportingAreas": null }, { "feature": "overcrowded_bedrooms", "scenario": "length", "year": 2025, "band": "D7", "bandValue": 7, "nationalLSOAs": 3562, "eligibleLSOAs": 3473, "collisions": 8227, "miles": 18516951618.64111, "frequencyPer100k": 0.04442955930023513, "clusters": 165, "sourceReportingAreas": null }, { "feature": "overcrowded_bedrooms", "scenario": "length", "year": 2025, "band": "D8", "bandValue": 8, "nationalLSOAs": 3570, "eligibleLSOAs": 3490, "collisions": 9148, "miles": 17426195603.684464, "frequencyPer100k": 0.05249568068698721, "clusters": 162, "sourceReportingAreas": null }, { "feature": "overcrowded_bedrooms", "scenario": "length", "year": 2025, "band": "D9", "bandValue": 9, "nationalLSOAs": 3564, "eligibleLSOAs": 3486, "collisions": 11353, "miles": 16609113758.305258, "frequencyPer100k": 0.06835403842256799, "clusters": 139, "sourceReportingAreas": null }, { "feature": "overcrowded_bedrooms", "scenario": "length", "year": 2025, "band": "D10", "bandValue": 10, "nationalLSOAs": 3567, "eligibleLSOAs": 3529, "collisions": 14458, "miles": 14240934144.245998, "frequencyPer100k": 0.10152423888457983, "clusters": 96, "sourceReportingAreas": null } ], "subgroups": [ { "feature": "overcrowded_bedrooms", "form": "categorical", "scenario": "fitted", "sample": "temporal_2023", "dimension": "year", "group": "2023", "rows": 33108, "observed": 92703.0, "baseExpected": 97536.70796420943, "expected": 97475.92488530019, "baseDeviance": 70909.04750319224, "featureDeviance": 68352.72871615678, "gain": 0.036050671628615194, "oe": 0.9510348335661705 }, { "feature": "overcrowded_bedrooms", "form": "categorical", "scenario": "fitted", "sample": "temporal_2023", "dimension": "region", "group": "East Midlands", "rows": 2847, "observed": 7798.0, "baseExpected": 7917.794928232712, "expected": 7908.925542368907, "baseDeviance": 5990.656178229321, "featureDeviance": 5711.141353836672, "gain": 0.046658465463004783, "oe": 0.9859746381762392 }, { "feature": "overcrowded_bedrooms", "form": "categorical", "scenario": "fitted", "sample": "temporal_2023", "dimension": "region", "group": "East of England", "rows": 3758, "observed": 9557.0, "baseExpected": 10437.304581155866, "expected": 10421.896596627881, "baseDeviance": 7634.583762542322, "featureDeviance": 7322.725259715598, "gain": 0.040848134296043725, "oe": 0.9170115929851264 }, { "feature": "overcrowded_bedrooms", "form": "categorical", "scenario": "fitted", "sample": "temporal_2023", "dimension": "region", "group": "London", "rows": 4992, "observed": 22068.0, "baseExpected": 22672.037596228052, "expected": 22688.584631452937, "baseDeviance": 15148.403628817705, "featureDeviance": 15126.010424026837, "gain": 0.0014782550913990944, "oe": 0.9726477150719826 }, { "feature": "overcrowded_bedrooms", "form": "categorical", "scenario": "fitted", "sample": "temporal_2023", "dimension": "region", "group": "North East", "rows": 1682, "observed": 3016.0, "baseExpected": 3211.4320861758915, "expected": 3213.02705587388, "baseDeviance": 2789.4148301176156, "featureDeviance": 2718.1350188704564, "gain": 0.025553679028856968, "oe": 0.9386786813656967 }, { "feature": "overcrowded_bedrooms", "form": "categorical", "scenario": "fitted", "sample": "temporal_2023", "dimension": "region", "group": "North West", "rows": 4567, "observed": 9632.0, "baseExpected": 10505.766762617237, "expected": 10503.670414464115, "baseDeviance": 8313.283840244454, "featureDeviance": 8157.691914979142, "gain": 0.018716060735481488, "oe": 0.9170127793362806 }, { "feature": "overcrowded_bedrooms", "form": "categorical", "scenario": "fitted", "sample": "temporal_2023", "dimension": "region", "group": "South East", "rows": 5237, "observed": 15452.0, "baseExpected": 16653.492545638754, "expected": 16629.695411161432, "baseDeviance": 11545.902670512176, "featureDeviance": 11065.614003161263, "gain": 0.04159819124212372, "oe": 0.9291811796882946 }, { "feature": "overcrowded_bedrooms", "form": "categorical", "scenario": "fitted", "sample": "temporal_2023", "dimension": "region", "group": "South West", "rows": 2368, "observed": 6535.0, "baseExpected": 6686.570928603191, "expected": 6678.811577210055, "baseDeviance": 4324.641282343235, "featureDeviance": 4115.774518032904, "gain": 0.04829689925106573, "oe": 0.9784674899796875 }, { "feature": "overcrowded_bedrooms", "form": "categorical", "scenario": "fitted", "sample": "temporal_2023", "dimension": "region", "group": "Wales", "rows": 1916, "observed": 3197.0, "baseExpected": 3327.2011911406116, "expected": 3324.289952314951, "baseDeviance": 3736.2691798156793, "featureDeviance": 3613.795488537582, "gain": 0.03277967549547356, "oe": 0.961709130629141 }, { "feature": "overcrowded_bedrooms", "form": "categorical", "scenario": "fitted", "sample": "temporal_2023", "dimension": "region", "group": "West Midlands", "rows": 2877, "observed": 6971.0, "baseExpected": 7574.507719988112, "expected": 7561.655372181437, "baseDeviance": 5694.638619874549, "featureDeviance": 5119.3941834464495, "gain": 0.10101509065394765, "oe": 0.9218880862576205 }, { "feature": "overcrowded_bedrooms", "form": "categorical", "scenario": "fitted", "sample": "temporal_2023", "dimension": "region", "group": "Yorkshire and The Humber", "rows": 2864, "observed": 8477.0, "baseExpected": 8550.599624429009, "expected": 8545.368331644593, "baseDeviance": 5731.2535106951855, "featureDeviance": 5402.446551549865, "gain": 0.057370862854300264, "oe": 0.99199936983507 }, { "feature": "overcrowded_bedrooms", "form": "categorical", "scenario": "fitted", "sample": "temporal_2023", "dimension": "urbanRural", "group": "Rural", "rows": 5651, "observed": 19641.0, "baseExpected": 20807.408781201953, "expected": 20769.65397381207, "baseDeviance": 13190.615621173, "featureDeviance": 12722.9125638623, "gain": 0.035457257700691525, "oe": 0.945658508551218 }, { "feature": "overcrowded_bedrooms", "form": "categorical", "scenario": "fitted", "sample": "temporal_2023", "dimension": "urbanRural", "group": "Urban", "rows": 27457, "observed": 73062.0, "baseExpected": 76729.29918300748, "expected": 76706.27091148811, "baseDeviance": 57718.43188201924, "featureDeviance": 55629.81615229447, "gain": 0.036186286799926526, "oe": 0.9524905738711602 }, { "feature": "overcrowded_bedrooms", "form": "categorical", "scenario": "fitted", "sample": "temporal_2023", "dimension": "betterObserved", "group": "False", "rows": 32750, "observed": 91351.0, "baseExpected": 96210.73489123484, "expected": 96139.89286562684, "baseDeviance": 69995.58657392944, "featureDeviance": 67459.15969762407, "gain": 0.03623695436320673, "oe": 0.9501882858105511 }, { "feature": "overcrowded_bedrooms", "form": "categorical", "scenario": "fitted", "sample": "temporal_2023", "dimension": "betterObserved", "group": "True", "rows": 358, "observed": 1352.0, "baseExpected": 1325.9730729745972, "expected": 1336.0320196733583, "baseDeviance": 913.4609292628057, "featureDeviance": 893.5690185327044, "gain": 0.021776422059074596, "oe": 1.0119517946362886 }, { "feature": "overcrowded_bedrooms", "form": "categorical", "scenario": "fitted", "sample": "temporal_2023", "dimension": "band", "group": "D1", "rows": 3264, "observed": 7307.0, "baseExpected": 8987.125129581244, "expected": 7786.726124650822, "baseDeviance": 6318.932819118418, "featureDeviance": 5767.702399940701, "gain": 0.08723473329387621, "oe": 0.9383918071637155 }, { "feature": "overcrowded_bedrooms", "form": "categorical", "scenario": "fitted", "sample": "temporal_2023", "dimension": "band", "group": "D2", "rows": 3231, "observed": 8097.0, "baseExpected": 9661.680355204455, "expected": 8619.808410382222, "baseDeviance": 6604.897689812262, "featureDeviance": 6150.966186592166, "gain": 0.0687265003241857, "oe": 0.9393480242840989 }, { "feature": "overcrowded_bedrooms", "form": "categorical", "scenario": "fitted", "sample": "temporal_2023", "dimension": "band", "group": "D3", "rows": 3265, "observed": 8056.0, "baseExpected": 9436.728298169262, "expected": 8559.205836048268, "baseDeviance": 6534.477725859129, "featureDeviance": 6144.949027174606, "gain": 0.05961129795316722, "oe": 0.9412088170693421 }, { "feature": "overcrowded_bedrooms", "form": "categorical", "scenario": "fitted", "sample": "temporal_2023", "dimension": "band", "group": "D4", "rows": 3264, "observed": 8324.0, "baseExpected": 8928.812411980165, "expected": 8722.117901216623, "baseDeviance": 6522.213554705514, "featureDeviance": 6296.257270641868, "gain": 0.034644110035407794, "oe": 0.9543553634879104 }, { "feature": "overcrowded_bedrooms", "form": "categorical", "scenario": "fitted", "sample": "temporal_2023", "dimension": "band", "group": "D5", "rows": 3271, "observed": 8044.0, "baseExpected": 8615.410335054596, "expected": 8473.724942684372, "baseDeviance": 6604.587495664976, "featureDeviance": 6417.287656791879, "gain": 0.02835905179483711, "oe": 0.9492873623358088 }, { "feature": "overcrowded_bedrooms", "form": "categorical", "scenario": "fitted", "sample": "temporal_2023", "dimension": "band", "group": "D6", "rows": 3302, "observed": 7792.0, "baseExpected": 8351.841750953161, "expected": 8208.030488589648, "baseDeviance": 6285.706921782948, "featureDeviance": 6096.3780120198135, "gain": 0.030120543658664678, "oe": 0.9493142125668282 }, { "feature": "overcrowded_bedrooms", "form": "categorical", "scenario": "fitted", "sample": "temporal_2023", "dimension": "band", "group": "D7", "rows": 3290, "observed": 8449.0, "baseExpected": 8689.288358522414, "expected": 8866.098508797484, "baseDeviance": 6877.099486547211, "featureDeviance": 6764.786231865481, "gain": 0.016331486101289427, "oe": 0.9529558003011569 }, { "feature": "overcrowded_bedrooms", "form": "categorical", "scenario": "fitted", "sample": "temporal_2023", "dimension": "band", "group": "D8", "rows": 3333, "observed": 9321.0, "baseExpected": 9657.317734848486, "expected": 10022.908546228378, "baseDeviance": 6786.951807673234, "featureDeviance": 6682.170077448978, "gain": 0.01543870255654256, "oe": 0.9299695749002412 }, { "feature": "overcrowded_bedrooms", "form": "categorical", "scenario": "fitted", "sample": "temporal_2023", "dimension": "band", "group": "D9", "rows": 3381, "observed": 11818.0, "baseExpected": 11606.043466216248, "expected": 12284.59920037102, "baseDeviance": 8020.004986891611, "featureDeviance": 7900.538413357561, "gain": 0.014896072225555224, "oe": 0.9620175479264372 }, { "feature": "overcrowded_bedrooms", "form": "categorical", "scenario": "fitted", "sample": "temporal_2023", "dimension": "band", "group": "D10", "rows": 3507, "observed": 15495.0, "baseExpected": 13602.460123679408, "expected": 15932.70492633135, "baseDeviance": 10354.175015136934, "featureDeviance": 10131.69344032372, "gain": 0.021487136781826233, "oe": 0.9725278960254908 }, { "feature": "overcrowded_bedrooms", "form": "categorical", "scenario": "fitted", "sample": "diagnostic_2024", "dimension": "year", "group": "2024", "rows": 34844, "observed": 92494.0, "baseExpected": 98730.62453805192, "expected": 98583.26978818278, "baseDeviance": 72161.99967063732, "featureDeviance": 69696.58264302422, "gain": 0.0341650319955904, "oe": 0.9382322193079388 }, { "feature": "overcrowded_bedrooms", "form": "categorical", "scenario": "fitted", "sample": "diagnostic_2024", "dimension": "region", "group": "East Midlands", "rows": 2847, "observed": 7723.0, "baseExpected": 7711.809521254479, "expected": 7714.474457107006, "baseDeviance": 6069.325326490749, "featureDeviance": 5830.2296223540425, "gain": 0.03939411570065732, "oe": 1.0011051359286232 }, { "feature": "overcrowded_bedrooms", "form": "categorical", "scenario": "fitted", "sample": "diagnostic_2024", "dimension": "region", "group": "East of England", "rows": 3758, "observed": 9589.0, "baseExpected": 9698.041054502319, "expected": 9707.858307441573, "baseDeviance": 7301.434262095925, "featureDeviance": 7024.422673078618, "gain": 0.03793933891254253, "oe": 0.9877564851404493 }, { "feature": "overcrowded_bedrooms", "form": "categorical", "scenario": "fitted", "sample": "diagnostic_2024", "dimension": "region", "group": "London", "rows": 4992, "observed": 20028.0, "baseExpected": 22229.396685832005, "expected": 22235.347282434275, "baseDeviance": 13861.377571300709, "featureDeviance": 13816.189413419263, "gain": 0.00326000483350275, "oe": 0.900728005081438 }, { "feature": "overcrowded_bedrooms", "form": "categorical", "scenario": "fitted", "sample": "diagnostic_2024", "dimension": "region", "group": "North East", "rows": 1682, "observed": 2848.0, "baseExpected": 3155.0202045759493, "expected": 3155.0840295304297, "baseDeviance": 2752.220268831001, "featureDeviance": 2672.4594176487035, "gain": 0.028980547845531057, "oe": 0.9026700947878928 }, { "feature": "overcrowded_bedrooms", "form": "categorical", "scenario": "fitted", "sample": "diagnostic_2024", "dimension": "region", "group": "North West", "rows": 4567, "observed": 9491.0, "baseExpected": 9961.957481674053, "expected": 9958.984368722897, "baseDeviance": 8244.477534615935, "featureDeviance": 8096.666369257364, "gain": 0.017928506050014614, "oe": 0.953008825860532 }, { "feature": "overcrowded_bedrooms", "form": "categorical", "scenario": "fitted", "sample": "diagnostic_2024", "dimension": "region", "group": "South East", "rows": 5237, "observed": 14444.0, "baseExpected": 15851.502375795833, "expected": 15865.736475767104, "baseDeviance": 11264.756858899878, "featureDeviance": 10766.575338569372, "gain": 0.04422479122901901, "oe": 0.9103895064727298 }, { "feature": "overcrowded_bedrooms", "form": "categorical", "scenario": "fitted", "sample": "diagnostic_2024", "dimension": "region", "group": "South West", "rows": 3407, "observed": 8856.0, "baseExpected": 9543.836531495308, "expected": 9485.101600030805, "baseDeviance": 6127.362664961394, "featureDeviance": 5950.94632637448, "gain": 0.02879156143241368, "oe": 0.9336747642187869 }, { "feature": "overcrowded_bedrooms", "form": "categorical", "scenario": "fitted", "sample": "diagnostic_2024", "dimension": "region", "group": "Wales", "rows": 1916, "observed": 2878.0, "baseExpected": 3233.47580950481, "expected": 3235.2827168772587, "baseDeviance": 3695.5868749494707, "featureDeviance": 3607.0687734578473, "gain": 0.023952380091953218, "oe": 0.8895667710851207 }, { "feature": "overcrowded_bedrooms", "form": "categorical", "scenario": "fitted", "sample": "diagnostic_2024", "dimension": "region", "group": "West Midlands", "rows": 3574, "observed": 8596.0, "baseExpected": 8947.542947866648, "expected": 8825.073825690077, "baseDeviance": 7108.028387328184, "featureDeviance": 6472.19383506116, "gain": 0.08945301251195847, "oe": 0.9740428431291719 }, { "feature": "overcrowded_bedrooms", "form": "categorical", "scenario": "fitted", "sample": "diagnostic_2024", "dimension": "region", "group": "Yorkshire and The Humber", "rows": 2864, "observed": 8041.0, "baseExpected": 8398.041925550511, "expected": 8400.326724581344, "baseDeviance": 5737.4299211640755, "featureDeviance": 5459.830873803365, "gain": 0.0483838671975253, "oe": 0.9572246727582787 }, { "feature": "overcrowded_bedrooms", "form": "categorical", "scenario": "fitted", "sample": "diagnostic_2024", "dimension": "urbanRural", "group": "Rural", "rows": 6000, "observed": 20598.0, "baseExpected": 21344.85087891389, "expected": 21359.314136840032, "baseDeviance": 13812.709003006228, "featureDeviance": 13462.623108694415, "gain": 0.02534520159916631, "oe": 0.9643568079029777 }, { "feature": "overcrowded_bedrooms", "form": "categorical", "scenario": "fitted", "sample": "diagnostic_2024", "dimension": "urbanRural", "group": "Urban", "rows": 28844, "observed": 71896.0, "baseExpected": 77385.77365913804, "expected": 77223.95565134272, "baseDeviance": 58349.290667631096, "featureDeviance": 56233.9595343298, "gain": 0.03625290229063172, "oe": 0.9310064395639375 }, { "feature": "overcrowded_bedrooms", "form": "categorical", "scenario": "fitted", "sample": "diagnostic_2024", "dimension": "betterObserved", "group": "False", "rows": 34412, "observed": 91098.0, "baseExpected": 97333.36133309617, "expected": 97189.0894559016, "baseDeviance": 71263.1964928057, "featureDeviance": 68814.50902294026, "gain": 0.03436117926751503, "oe": 0.9373274357234784 }, { "feature": "overcrowded_bedrooms", "form": "categorical", "scenario": "fitted", "sample": "diagnostic_2024", "dimension": "betterObserved", "group": "True", "rows": 432, "observed": 1396.0, "baseExpected": 1397.2632049557574, "expected": 1394.1803322811663, "baseDeviance": 898.8031778316208, "featureDeviance": 882.0736200839592, "gain": 0.018613149308196686, "oe": 1.0013051882003359 }, { "feature": "overcrowded_bedrooms", "form": "categorical", "scenario": "fitted", "sample": "diagnostic_2024", "dimension": "band", "group": "D1", "rows": 3466, "observed": 7832.0, "baseExpected": 9151.610703083206, "expected": 7923.461803169118, "baseDeviance": 6732.239648015952, "featureDeviance": 6296.571303622607, "gain": 0.06471373081939236, "oe": 0.9884568380032405 }, { "feature": "overcrowded_bedrooms", "form": "categorical", "scenario": "fitted", "sample": "diagnostic_2024", "dimension": "band", "group": "D2", "rows": 3452, "observed": 8506.0, "baseExpected": 9919.424361529773, "expected": 8851.293684601394, "baseDeviance": 6939.775178462347, "featureDeviance": 6475.054196129245, "gain": 0.06696484689811966, "oe": 0.9609894669745167 }, { "feature": "overcrowded_bedrooms", "form": "categorical", "scenario": "fitted", "sample": "diagnostic_2024", "dimension": "band", "group": "D3", "rows": 3473, "observed": 8346.0, "baseExpected": 9593.870353095997, "expected": 8700.803744662026, "baseDeviance": 6855.872753649926, "featureDeviance": 6441.258495745197, "gain": 0.060475780809087665, "oe": 0.9592217276616889 }, { "feature": "overcrowded_bedrooms", "form": "categorical", "scenario": "fitted", "sample": "diagnostic_2024", "dimension": "band", "group": "D4", "rows": 3490, "observed": 8596.0, "baseExpected": 9210.800604038772, "expected": 9049.170885295714, "baseDeviance": 6951.454278881341, "featureDeviance": 6683.078316708602, "gain": 0.038607167853793034, "oe": 0.9499212810720498 }, { "feature": "overcrowded_bedrooms", "form": "categorical", "scenario": "fitted", "sample": "diagnostic_2024", "dimension": "band", "group": "D5", "rows": 3486, "observed": 8148.0, "baseExpected": 8847.419052051007, "expected": 8734.321959424822, "baseDeviance": 6776.417594141249, "featureDeviance": 6586.319427118786, "gain": 0.02805290027976104, "oe": 0.9328714968204088 }, { "feature": "overcrowded_bedrooms", "form": "categorical", "scenario": "fitted", "sample": "diagnostic_2024", "dimension": "band", "group": "D6", "rows": 3499, "observed": 7722.0, "baseExpected": 8541.05788575893, "expected": 8391.30640900785, "baseDeviance": 6477.3774942291675, "featureDeviance": 6310.157238628807, "gain": 0.02581604295092277, "oe": 0.9202381159280077 }, { "feature": "overcrowded_bedrooms", "form": "categorical", "scenario": "fitted", "sample": "diagnostic_2024", "dimension": "band", "group": "D7", "rows": 3473, "observed": 8219.0, "baseExpected": 8834.55171347761, "expected": 9016.35851369319, "baseDeviance": 6717.971400810351, "featureDeviance": 6617.274722985401, "gain": 0.014989149524036849, "oe": 0.9115653495275018 }, { "feature": "overcrowded_bedrooms", "form": "categorical", "scenario": "fitted", "sample": "diagnostic_2024", "dimension": "band", "group": "D8", "rows": 3490, "observed": 9283.0, "baseExpected": 9741.502085342974, "expected": 9997.66882999201, "baseDeviance": 6959.385834730414, "featureDeviance": 6762.070770527827, "gain": 0.02835236741982272, "oe": 0.9285164529707091 }, { "feature": "overcrowded_bedrooms", "form": "categorical", "scenario": "fitted", "sample": "diagnostic_2024", "dimension": "band", "group": "D9", "rows": 3486, "observed": 11347.0, "baseExpected": 11505.437562741092, "expected": 12218.788195072319, "baseDeviance": 7920.256681427235, "featureDeviance": 7756.062417336686, "gain": 0.020730927127094234, "oe": 0.9286518285484399 }, { "feature": "overcrowded_bedrooms", "form": "categorical", "scenario": "fitted", "sample": "diagnostic_2024", "dimension": "band", "group": "D10", "rows": 3529, "observed": 14495.0, "baseExpected": 13384.950216932553, "expected": 15700.095763264326, "baseDeviance": 9831.248806289339, "featureDeviance": 9768.735754221054, "gain": 0.006358607466865673, "oe": 0.9232427762584701 }, { "feature": "overcrowded_bedrooms", "form": "categorical", "scenario": "fitted", "sample": "diagnostic_2025", "dimension": "year", "group": "2025", "rows": 34843, "observed": 92791.0, "baseExpected": 100097.08544166648, "expected": 99949.1803901295, "baseDeviance": 71788.98081332492, "featureDeviance": 69185.07491452374, "gain": 0.03627166550215, "oe": 0.9283818000088732 }, { "feature": "overcrowded_bedrooms", "form": "categorical", "scenario": "fitted", "sample": "diagnostic_2025", "dimension": "region", "group": "East Midlands", "rows": 2847, "observed": 7956.0, "baseExpected": 7817.36871820691, "expected": 7821.341828258732, "baseDeviance": 5989.95063529067, "featureDeviance": 5729.934019689272, "gain": 0.04340880775702427, "oe": 1.0172167608446347 }, { "feature": "overcrowded_bedrooms", "form": "categorical", "scenario": "fitted", "sample": "diagnostic_2025", "dimension": "region", "group": "East of England", "rows": 3758, "observed": 9709.0, "baseExpected": 9980.518413801983, "expected": 9984.507540304116, "baseDeviance": 7396.334499807114, "featureDeviance": 7133.586148824214, "gain": 0.03552413036345936, "oe": 0.9724064968460403 }, { "feature": "overcrowded_bedrooms", "form": "categorical", "scenario": "fitted", "sample": "diagnostic_2025", "dimension": "region", "group": "London", "rows": 4992, "observed": 19860.0, "baseExpected": 22313.85085599808, "expected": 22330.121193465093, "baseDeviance": 13261.144268227821, "featureDeviance": 13106.159522645714, "gain": 0.011687132154457713, "oe": 0.8893816485784245 }, { "feature": "overcrowded_bedrooms", "form": "categorical", "scenario": "fitted", "sample": "diagnostic_2025", "dimension": "region", "group": "North East", "rows": 1682, "observed": 2764.0, "baseExpected": 3253.348171876134, "expected": 3252.437457747451, "baseDeviance": 2782.4775559347863, "featureDeviance": 2749.9421663706066, "gain": 0.011692956694218215, "oe": 0.8498241813738889 }, { "feature": "overcrowded_bedrooms", "form": "categorical", "scenario": "fitted", "sample": "diagnostic_2025", "dimension": "region", "group": "North West", "rows": 4567, "observed": 9449.0, "baseExpected": 10122.99904148074, "expected": 10121.47659440765, "baseDeviance": 8030.254393819568, "featureDeviance": 7842.54468920364, "gain": 0.0233753123388466, "oe": 0.9335594378809107 }, { "feature": "overcrowded_bedrooms", "form": "categorical", "scenario": "fitted", "sample": "diagnostic_2025", "dimension": "region", "group": "South East", "rows": 5237, "observed": 14543.0, "baseExpected": 16068.149257494406, "expected": 16080.433184279595, "baseDeviance": 11243.698052533633, "featureDeviance": 10831.529290534014, "gain": 0.036657757979079, "oe": 0.904391059204636 }, { "feature": "overcrowded_bedrooms", "form": "categorical", "scenario": "fitted", "sample": "diagnostic_2025", "dimension": "region", "group": "South West", "rows": 3406, "observed": 8809.0, "baseExpected": 9700.842957200603, "expected": 9637.575226043504, "baseDeviance": 6367.594776745309, "featureDeviance": 6078.6292067395, "gain": 0.04538064687487997, "oe": 0.9140265879529059 }, { "feature": "overcrowded_bedrooms", "form": "categorical", "scenario": "fitted", "sample": "diagnostic_2025", "dimension": "region", "group": "Wales", "rows": 1916, "observed": 2951.0, "baseExpected": 3310.9021569525685, "expected": 3311.466777451088, "baseDeviance": 3908.0403766774116, "featureDeviance": 3775.0314908133932, "gain": 0.03403467544956673, "oe": 0.8911458874038447 }, { "feature": "overcrowded_bedrooms", "form": "categorical", "scenario": "fitted", "sample": "diagnostic_2025", "dimension": "region", "group": "West Midlands", "rows": 3574, "observed": 8774.0, "baseExpected": 8981.804589938849, "expected": 8862.460341853755, "baseDeviance": 7006.778332700427, "featureDeviance": 6412.680609895419, "gain": 0.0847889992512495, "oe": 0.9900185345331258 }, { "feature": "overcrowded_bedrooms", "form": "categorical", "scenario": "fitted", "sample": "diagnostic_2025", "dimension": "region", "group": "Yorkshire and The Humber", "rows": 2864, "observed": 7976.0, "baseExpected": 8547.301278716197, "expected": 8547.360246318538, "baseDeviance": 5802.70792158818, "featureDeviance": 5525.037769807957, "gain": 0.047851822895856766, "oe": 0.9331536018310881 }, { "feature": "overcrowded_bedrooms", "form": "categorical", "scenario": "fitted", "sample": "diagnostic_2025", "dimension": "urbanRural", "group": "Rural", "rows": 5999, "observed": 20915.0, "baseExpected": 21822.596892626803, "expected": 21833.584267269216, "baseDeviance": 13690.091039343122, "featureDeviance": 13371.628789138489, "gain": 0.023262244881310457, "oe": 0.9579279216813582 }, { "feature": "overcrowded_bedrooms", "form": "categorical", "scenario": "fitted", "sample": "diagnostic_2025", "dimension": "urbanRural", "group": "Urban", "rows": 28844, "observed": 71876.0, "baseExpected": 78274.48854903967, "expected": 78115.5961228603, "baseDeviance": 58098.8897739818, "featureDeviance": 55813.44612538525, "gain": 0.03933713118249693, "oe": 0.920123554929458 }, { "feature": "overcrowded_bedrooms", "form": "categorical", "scenario": "fitted", "sample": "diagnostic_2025", "dimension": "betterObserved", "group": "False", "rows": 34462, "observed": 91626.0, "baseExpected": 98841.9725673295, "expected": 98690.51215800302, "baseDeviance": 71108.49069274582, "featureDeviance": 68514.97219606311, "gain": 0.03647269786514096, "oe": 0.9284175144750209 }, { "feature": "overcrowded_bedrooms", "form": "categorical", "scenario": "fitted", "sample": "diagnostic_2025", "dimension": "betterObserved", "group": "True", "rows": 381, "observed": 1165.0, "baseExpected": 1255.112874336972, "expected": 1258.6682321264889, "baseDeviance": 680.4901205790895, "featureDeviance": 670.1027184606132, "gain": 0.015264589160584374, "oe": 0.9255814759317166 }, { "feature": "overcrowded_bedrooms", "form": "categorical", "scenario": "fitted", "sample": "diagnostic_2025", "dimension": "band", "group": "D1", "rows": 3466, "observed": 7882.0, "baseExpected": 9351.717295966482, "expected": 8098.943044557926, "baseDeviance": 7021.105382714737, "featureDeviance": 6489.9059088316335, "gain": 0.07565752754414767, "oe": 0.973213412742333 }, { "feature": "overcrowded_bedrooms", "form": "categorical", "scenario": "fitted", "sample": "diagnostic_2025", "dimension": "band", "group": "D2", "rows": 3452, "observed": 8646.0, "baseExpected": 10088.875175243076, "expected": 9009.313792920042, "baseDeviance": 6664.036131252058, "featureDeviance": 6238.255605335029, "gain": 0.06389228952710257, "oe": 0.9596735332711408 }, { "feature": "overcrowded_bedrooms", "form": "categorical", "scenario": "fitted", "sample": "diagnostic_2025", "dimension": "band", "group": "D3", "rows": 3472, "observed": 8436.0, "baseExpected": 9789.133696635388, "expected": 8880.234104088206, "baseDeviance": 6849.153905257535, "featureDeviance": 6428.765148829863, "gain": 0.06137820265726168, "oe": 0.9499749557408973 }, { "feature": "overcrowded_bedrooms", "form": "categorical", "scenario": "fitted", "sample": "diagnostic_2025", "dimension": "band", "group": "D4", "rows": 3490, "observed": 8771.0, "baseExpected": 9374.832826405367, "expected": 9214.234937605492, "baseDeviance": 7291.859248291481, "featureDeviance": 7082.521321100907, "gain": 0.028708443219008006, "oe": 0.9518967184354564 }, { "feature": "overcrowded_bedrooms", "form": "categorical", "scenario": "fitted", "sample": "diagnostic_2025", "dimension": "band", "group": "D5", "rows": 3486, "observed": 8085.0, "baseExpected": 8974.103981553519, "expected": 8864.873160007424, "baseDeviance": 6790.650977901094, "featureDeviance": 6594.883043487662, "gain": 0.028829037900861443, "oe": 0.9120265856114323 }, { "feature": "overcrowded_bedrooms", "form": "categorical", "scenario": "fitted", "sample": "diagnostic_2025", "dimension": "band", "group": "D6", "rows": 3499, "observed": 7785.0, "baseExpected": 8688.82766494312, "expected": 8539.877987153941, "baseDeviance": 6566.686643248532, "featureDeviance": 6338.771110357081, "gain": 0.034707843585894294, "oe": 0.9116055301622036 }, { "feature": "overcrowded_bedrooms", "form": "categorical", "scenario": "fitted", "sample": "diagnostic_2025", "dimension": "band", "group": "D7", "rows": 3473, "observed": 8227.0, "baseExpected": 8928.873125890832, "expected": 9121.935058270756, "baseDeviance": 6850.115450358539, "featureDeviance": 6692.618402389063, "gain": 0.022991882269843056, "oe": 0.9018919722017393 }, { "feature": "overcrowded_bedrooms", "form": "categorical", "scenario": "fitted", "sample": "diagnostic_2025", "dimension": "band", "group": "D8", "rows": 3490, "observed": 9148.0, "baseExpected": 9838.744117023534, "expected": 10102.18567635883, "baseDeviance": 6981.884030571831, "featureDeviance": 6799.690189677813, "gain": 0.026095225886915263, "oe": 0.9055466107110051 }, { "feature": "overcrowded_bedrooms", "form": "categorical", "scenario": "fitted", "sample": "diagnostic_2025", "dimension": "band", "group": "D9", "rows": 3486, "observed": 11353.0, "baseExpected": 11577.158672873364, "expected": 12301.105049396889, "baseDeviance": 7628.807762425513, "featureDeviance": 7433.5927214939875, "gain": 0.02558919388335179, "oe": 0.9229252131747812 }, { "feature": "overcrowded_bedrooms", "form": "categorical", "scenario": "fitted", "sample": "diagnostic_2025", "dimension": "band", "group": "D10", "rows": 3529, "observed": 14458.0, "baseExpected": 13484.818885131794, "expected": 15816.477579770013, "baseDeviance": 9144.681281303601, "featureDeviance": 9086.071463020693, "gain": 0.006409170148197196, "oe": 0.9141099797398906 }, { "feature": "overcrowded_bedrooms", "form": "categorical", "scenario": "benchmark", "sample": "temporal_2023", "dimension": "year", "group": "2023", "rows": 33108, "observed": 92703.0, "baseExpected": 97285.25165385114, "expected": 97220.03546124842, "baseDeviance": 72256.19871382597, "featureDeviance": 69476.66790377186, "gain": 0.038467714321128055, "oe": 0.9535380187857584 }, { "feature": "overcrowded_bedrooms", "form": "categorical", "scenario": "benchmark", "sample": "temporal_2023", "dimension": "region", "group": "East Midlands", "rows": 2847, "observed": 7798.0, "baseExpected": 7884.19601278298, "expected": 7874.408439935183, "baseDeviance": 6185.048702903048, "featureDeviance": 5907.007008195855, "gain": 0.044953840796223665, "oe": 0.990296612054351 }, { "feature": "overcrowded_bedrooms", "form": "categorical", "scenario": "benchmark", "sample": "temporal_2023", "dimension": "region", "group": "East of England", "rows": 3758, "observed": 9557.0, "baseExpected": 10364.793817696067, "expected": 10348.973353031965, "baseDeviance": 7838.621399369718, "featureDeviance": 7491.250697931346, "gain": 0.04431527991214168, "oe": 0.9234732445416977 }, { "feature": "overcrowded_bedrooms", "form": "categorical", "scenario": "benchmark", "sample": "temporal_2023", "dimension": "region", "group": "London", "rows": 4992, "observed": 22068.0, "baseExpected": 22694.582436395896, "expected": 22709.957826391073, "baseDeviance": 15242.735044335379, "featureDeviance": 15203.514607133486, "gain": 0.00257305772801375, "oe": 0.9717323197471965 }, { "feature": "overcrowded_bedrooms", "form": "categorical", "scenario": "benchmark", "sample": "temporal_2023", "dimension": "region", "group": "North East", "rows": 1682, "observed": 3016.0, "baseExpected": 3212.6889407940635, "expected": 3213.934261104572, "baseDeviance": 2871.657747148302, "featureDeviance": 2794.9349785930617, "gain": 0.026717239765577827, "oe": 0.938413718195796 }, { "feature": "overcrowded_bedrooms", "form": "categorical", "scenario": "benchmark", "sample": "temporal_2023", "dimension": "region", "group": "North West", "rows": 4567, "observed": 9632.0, "baseExpected": 10474.953796991911, "expected": 10470.912269595792, "baseDeviance": 8421.778376439455, "featureDeviance": 8271.060174088703, "gain": 0.017896244191416555, "oe": 0.9198816446937744 }, { "feature": "overcrowded_bedrooms", "form": "categorical", "scenario": "benchmark", "sample": "temporal_2023", "dimension": "region", "group": "South East", "rows": 5237, "observed": 15452.0, "baseExpected": 16599.018246227733, "expected": 16576.856607926933, "baseDeviance": 11766.636939366736, "featureDeviance": 11232.299726624653, "gain": 0.045411209294168975, "oe": 0.9321429487790204 }, { "feature": "overcrowded_bedrooms", "form": "categorical", "scenario": "benchmark", "sample": "temporal_2023", "dimension": "region", "group": "South West", "rows": 2368, "observed": 6535.0, "baseExpected": 6659.0437308300625, "expected": 6650.988094602474, "baseDeviance": 4414.01910928086, "featureDeviance": 4174.233912041495, "gain": 0.05432355214212714, "oe": 0.9825607724818207 }, { "feature": "overcrowded_bedrooms", "form": "categorical", "scenario": "benchmark", "sample": "temporal_2023", "dimension": "region", "group": "Wales", "rows": 1916, "observed": 3197.0, "baseExpected": 3326.4278504425965, "expected": 3323.7500582553084, "baseDeviance": 3754.880139997911, "featureDeviance": 3628.6368867662886, "gain": 0.03362111399691514, "oe": 0.9618653460597932 }, { "feature": "overcrowded_bedrooms", "form": "categorical", "scenario": "benchmark", "sample": "temporal_2023", "dimension": "region", "group": "West Midlands", "rows": 2877, "observed": 6971.0, "baseExpected": 7549.759917480023, "expected": 7537.293454537572, "baseDeviance": 5900.106108501499, "featureDeviance": 5268.749832797876, "gain": 0.10700761377730106, "oe": 0.9248677979763871 }, { "feature": "overcrowded_bedrooms", "form": "categorical", "scenario": "benchmark", "sample": "temporal_2023", "dimension": "region", "group": "Yorkshire and The Humber", "rows": 2864, "observed": 8477.0, "baseExpected": 8519.786904209808, "expected": 8512.961095867548, "baseDeviance": 5860.715146483051, "featureDeviance": 5504.980079599085, "gain": 0.06069823528233387, "oe": 0.9957757241619483 }, { "feature": "overcrowded_bedrooms", "form": "categorical", "scenario": "benchmark", "sample": "temporal_2023", "dimension": "urbanRural", "group": "Rural", "rows": 5651, "observed": 19641.0, "baseExpected": 20680.659242275542, "expected": 20641.649739198223, "baseDeviance": 13282.183567808634, "featureDeviance": 12818.941042788116, "gain": 0.03487698559920949, "oe": 0.9515227827309751 }, { "feature": "overcrowded_bedrooms", "form": "categorical", "scenario": "benchmark", "sample": "temporal_2023", "dimension": "urbanRural", "group": "Urban", "rows": 27457, "observed": 73062.0, "baseExpected": 76604.59241157559, "expected": 76578.3857220502, "baseDeviance": 58974.01514601732, "featureDeviance": 56657.726860983734, "gain": 0.0392764216460173, "oe": 0.9540812242397834 }, { "feature": "overcrowded_bedrooms", "form": "categorical", "scenario": "benchmark", "sample": "temporal_2023", "dimension": "betterObserved", "group": "False", "rows": 32750, "observed": 91351.0, "baseExpected": 95904.25882172605, "expected": 95826.92452454596, "baseDeviance": 71347.77952043331, "featureDeviance": 68587.1170448297, "gain": 0.03869303984173711, "oe": 0.9532915770097635 }, { "feature": "overcrowded_bedrooms", "form": "categorical", "scenario": "benchmark", "sample": "temporal_2023", "dimension": "betterObserved", "group": "True", "rows": 358, "observed": 1352.0, "baseExpected": 1380.9928321250966, "expected": 1393.110936702464, "baseDeviance": 908.4191933926643, "featureDeviance": 889.5508589421347, "gain": 0.020770514964641107, "oe": 0.9704898327768678 }, { "feature": "overcrowded_bedrooms", "form": "categorical", "scenario": "benchmark", "sample": "temporal_2023", "dimension": "band", "group": "D1", "rows": 3264, "observed": 7307.0, "baseExpected": 9018.090230262338, "expected": 7746.590995421777, "baseDeviance": 6422.067671186669, "featureDeviance": 5843.548863005554, "gain": 0.09008295113063114, "oe": 0.9432536201173427 }, { "feature": "overcrowded_bedrooms", "form": "categorical", "scenario": "benchmark", "sample": "temporal_2023", "dimension": "band", "group": "D2", "rows": 3231, "observed": 8097.0, "baseExpected": 9648.188774484192, "expected": 8571.492777290283, "baseDeviance": 6687.886492710477, "featureDeviance": 6217.949294487116, "gain": 0.07026692195442807, "oe": 0.9446429239784899 }, { "feature": "overcrowded_bedrooms", "form": "categorical", "scenario": "benchmark", "sample": "temporal_2023", "dimension": "band", "group": "D3", "rows": 3265, "observed": 8056.0, "baseExpected": 9398.97399445231, "expected": 8515.753752148928, "baseDeviance": 6631.382207309016, "featureDeviance": 6232.1955912555695, "gain": 0.06019659304412717, "oe": 0.9460113848368489 }, { "feature": "overcrowded_bedrooms", "form": "categorical", "scenario": "benchmark", "sample": "temporal_2023", "dimension": "band", "group": "D4", "rows": 3264, "observed": 8324.0, "baseExpected": 8901.321295089116, "expected": 8690.533470150993, "baseDeviance": 6600.4021242843755, "featureDeviance": 6365.716653681018, "gain": 0.035556238269164875, "oe": 0.9578238238872321 }, { "feature": "overcrowded_bedrooms", "form": "categorical", "scenario": "benchmark", "sample": "temporal_2023", "dimension": "band", "group": "D5", "rows": 3271, "observed": 8044.0, "baseExpected": 8583.621572996848, "expected": 8448.534405757062, "baseDeviance": 6727.265874693137, "featureDeviance": 6516.990321962445, "gain": 0.03125720859669223, "oe": 0.9521178009902639 }, { "feature": "overcrowded_bedrooms", "form": "categorical", "scenario": "benchmark", "sample": "temporal_2023", "dimension": "band", "group": "D6", "rows": 3302, "observed": 7792.0, "baseExpected": 8343.895254725303, "expected": 8180.802129439119, "baseDeviance": 6449.7390990522235, "featureDeviance": 6242.510191990324, "gain": 0.032129812365953136, "oe": 0.9524738377377456 }, { "feature": "overcrowded_bedrooms", "form": "categorical", "scenario": "benchmark", "sample": "temporal_2023", "dimension": "band", "group": "D7", "rows": 3290, "observed": 8449.0, "baseExpected": 8659.566716552526, "expected": 8850.795818646324, "baseDeviance": 7003.687930340655, "featureDeviance": 6865.9225246886635, "gain": 0.01967040893629457, "oe": 0.9546034247225719 }, { "feature": "overcrowded_bedrooms", "form": "categorical", "scenario": "benchmark", "sample": "temporal_2023", "dimension": "band", "group": "D8", "rows": 3333, "observed": 9321.0, "baseExpected": 9680.473978029246, "expected": 10004.085476335196, "baseDeviance": 6889.417687810366, "featureDeviance": 6759.924076387759, "gain": 0.018796016919067626, "oe": 0.9317193482651618 }, { "feature": "overcrowded_bedrooms", "form": "categorical", "scenario": "benchmark", "sample": "temporal_2023", "dimension": "band", "group": "D9", "rows": 3381, "observed": 11818.0, "baseExpected": 11568.142548445547, "expected": 12266.916223568162, "baseDeviance": 8182.940493650043, "featureDeviance": 8034.844248255283, "gain": 0.018098169662810415, "oe": 0.9634043132449484 }, { "feature": "overcrowded_bedrooms", "form": "categorical", "scenario": "benchmark", "sample": "temporal_2023", "dimension": "band", "group": "D10", "rows": 3507, "observed": 15495.0, "baseExpected": 13482.977288813718, "expected": 15944.530412490576, "baseDeviance": 10661.409132788995, "featureDeviance": 10397.066138058117, "gain": 0.024794376750620573, "oe": 0.9718066069767458 }, { "feature": "overcrowded_bedrooms", "form": "categorical", "scenario": "benchmark", "sample": "diagnostic_2024", "dimension": "year", "group": "2024", "rows": 34844, "observed": 92494.0, "baseExpected": 98847.55877588826, "expected": 98694.57383468462, "baseDeviance": 73564.52719010701, "featureDeviance": 70872.56495000818, "gain": 0.03659321065358312, "oe": 0.9371741161264782 }, { "feature": "overcrowded_bedrooms", "form": "categorical", "scenario": "benchmark", "sample": "diagnostic_2024", "dimension": "region", "group": "East Midlands", "rows": 2847, "observed": 7723.0, "baseExpected": 7725.395537454914, "expected": 7728.221887269389, "baseDeviance": 6229.002253749507, "featureDeviance": 5992.866570864499, "gain": 0.03790907006701871, "oe": 0.9993243093501247 }, { "feature": "overcrowded_bedrooms", "form": "categorical", "scenario": "benchmark", "sample": "diagnostic_2024", "dimension": "region", "group": "East of England", "rows": 3758, "observed": 9589.0, "baseExpected": 9721.79506873768, "expected": 9730.147581875666, "baseDeviance": 7502.302034733395, "featureDeviance": 7186.150775557642, "gain": 0.04214056668367494, "oe": 0.985493788178652 }, { "feature": "overcrowded_bedrooms", "form": "categorical", "scenario": "benchmark", "sample": "diagnostic_2024", "dimension": "region", "group": "London", "rows": 4992, "observed": 20028.0, "baseExpected": 22232.659513427083, "expected": 22237.2480286363, "baseDeviance": 13970.618858034079, "featureDeviance": 13913.248792509892, "gain": 0.004106479899506743, "oe": 0.9006510146493257 }, { "feature": "overcrowded_bedrooms", "form": "categorical", "scenario": "benchmark", "sample": "diagnostic_2024", "dimension": "region", "group": "North East", "rows": 1682, "observed": 2848.0, "baseExpected": 3155.663594108255, "expected": 3155.3900737152003, "baseDeviance": 2813.432067361829, "featureDeviance": 2727.9910467257287, "gain": 0.030368965231927114, "oe": 0.9025825439853543 }, { "feature": "overcrowded_bedrooms", "form": "categorical", "scenario": "benchmark", "sample": "diagnostic_2024", "dimension": "region", "group": "North West", "rows": 4567, "observed": 9491.0, "baseExpected": 9977.708033976964, "expected": 9975.531414338515, "baseDeviance": 8313.724095499445, "featureDeviance": 8177.088055672813, "gain": 0.01643499811361293, "oe": 0.9514280097757936 }, { "feature": "overcrowded_bedrooms", "form": "categorical", "scenario": "benchmark", "sample": "diagnostic_2024", "dimension": "region", "group": "South East", "rows": 5237, "observed": 14444.0, "baseExpected": 15860.287220475113, "expected": 15874.170738332181, "baseDeviance": 11496.35565612281, "featureDeviance": 10940.561554299395, "gain": 0.048345242479290174, "oe": 0.9099057984251944 }, { "feature": "overcrowded_bedrooms", "form": "categorical", "scenario": "benchmark", "sample": "diagnostic_2024", "dimension": "region", "group": "South West", "rows": 3407, "observed": 8856.0, "baseExpected": 9584.227365418928, "expected": 9527.915014029542, "baseDeviance": 6259.96674049389, "featureDeviance": 6051.245785384751, "gain": 0.033342182756177396, "oe": 0.9294793233314771 }, { "feature": "overcrowded_bedrooms", "form": "categorical", "scenario": "benchmark", "sample": "diagnostic_2024", "dimension": "region", "group": "Wales", "rows": 1916, "observed": 2878.0, "baseExpected": 3235.0726079024716, "expected": 3236.493472190449, "baseDeviance": 3725.3811659202515, "featureDeviance": 3633.3336233426244, "gain": 0.024708221381392392, "oe": 0.8892339887996679 }, { "feature": "overcrowded_bedrooms", "form": "categorical", "scenario": "benchmark", "sample": "diagnostic_2024", "dimension": "region", "group": "West Midlands", "rows": 3574, "observed": 8596.0, "baseExpected": 8951.314403528482, "expected": 8823.715074309497, "baseDeviance": 7359.243276290821, "featureDeviance": 6657.153411253981, "gain": 0.09540245357817612, "oe": 0.9741928346063105 }, { "feature": "overcrowded_bedrooms", "form": "categorical", "scenario": "benchmark", "sample": "diagnostic_2024", "dimension": "region", "group": "Yorkshire and The Humber", "rows": 2864, "observed": 8041.0, "baseExpected": 8403.435430858364, "expected": 8405.74054998788, "baseDeviance": 5894.50104190098, "featureDeviance": 5592.925334396843, "gain": 0.05116221124746445, "oe": 0.9566081598856383 }, { "feature": "overcrowded_bedrooms", "form": "categorical", "scenario": "benchmark", "sample": "diagnostic_2024", "dimension": "urbanRural", "group": "Rural", "rows": 6000, "observed": 20598.0, "baseExpected": 21353.767002565757, "expected": 21368.341322091932, "baseDeviance": 14016.217973126666, "featureDeviance": 13668.595161019195, "gain": 0.024801470180755514, "oe": 0.9639494095269106 }, { "feature": "overcrowded_bedrooms", "form": "categorical", "scenario": "benchmark", "sample": "diagnostic_2024", "dimension": "urbanRural", "group": "Urban", "rows": 28844, "observed": 71896.0, "baseExpected": 77493.7917733225, "expected": 77326.23251259269, "baseDeviance": 59548.30921698034, "featureDeviance": 57203.96978898897, "gain": 0.039368698436913374, "oe": 0.9297750280060733 }, { "feature": "overcrowded_bedrooms", "form": "categorical", "scenario": "benchmark", "sample": "diagnostic_2024", "dimension": "betterObserved", "group": "False", "rows": 34412, "observed": 91098.0, "baseExpected": 97380.68202944066, "expected": 97229.60238742235, "baseDeviance": 72668.4189822871, "featureDeviance": 69992.95212513444, "gain": 0.036817463412886386, "oe": 0.9369368768681139 }, { "feature": "overcrowded_bedrooms", "form": "categorical", "scenario": "benchmark", "sample": "diagnostic_2024", "dimension": "betterObserved", "group": "True", "rows": 432, "observed": 1396.0, "baseExpected": 1466.8767464475823, "expected": 1464.9714472622707, "baseDeviance": 896.1082078199147, "featureDeviance": 879.6128248737217, "gain": 0.018407802542422358, "oe": 0.9529195962206881 }, { "feature": "overcrowded_bedrooms", "form": "categorical", "scenario": "benchmark", "sample": "diagnostic_2024", "dimension": "band", "group": "D1", "rows": 3466, "observed": 7832.0, "baseExpected": 9238.353283917104, "expected": 7932.237325026015, "baseDeviance": 6852.35194761751, "featureDeviance": 6380.606066937035, "gain": 0.06884437406115651, "oe": 0.987363297274305 }, { "feature": "overcrowded_bedrooms", "form": "categorical", "scenario": "benchmark", "sample": "diagnostic_2024", "dimension": "band", "group": "D2", "rows": 3452, "observed": 8506.0, "baseExpected": 9965.644917633048, "expected": 8858.496375557603, "baseDeviance": 7061.187943141322, "featureDeviance": 6567.176628318714, "gain": 0.06996150205893481, "oe": 0.9602081029766844 }, { "feature": "overcrowded_bedrooms", "form": "categorical", "scenario": "benchmark", "sample": "diagnostic_2024", "dimension": "band", "group": "D3", "rows": 3473, "observed": 8346.0, "baseExpected": 9619.810457508353, "expected": 8717.898479675006, "baseDeviance": 6988.199170848149, "featureDeviance": 6551.394923402709, "gain": 0.06250598140757146, "oe": 0.9573408109142296 }, { "feature": "overcrowded_bedrooms", "form": "categorical", "scenario": "benchmark", "sample": "diagnostic_2024", "dimension": "band", "group": "D4", "rows": 3490, "observed": 8596.0, "baseExpected": 9228.801226190571, "expected": 9058.358940068138, "baseDeviance": 7058.283692131632, "featureDeviance": 6774.610246945565, "gain": 0.04019014502099105, "oe": 0.9489577590016918 }, { "feature": "overcrowded_bedrooms", "form": "categorical", "scenario": "benchmark", "sample": "diagnostic_2024", "dimension": "band", "group": "D5", "rows": 3486, "observed": 8148.0, "baseExpected": 8853.416734842936, "expected": 8745.21236420944, "baseDeviance": 6893.430250605279, "featureDeviance": 6679.873433613058, "gain": 0.03097976032664862, "oe": 0.9317097928172009 }, { "feature": "overcrowded_bedrooms", "form": "categorical", "scenario": "benchmark", "sample": "diagnostic_2024", "dimension": "band", "group": "D6", "rows": 3499, "observed": 7722.0, "baseExpected": 8563.140166675408, "expected": 8397.738274685118, "baseDeviance": 6610.644002842953, "featureDeviance": 6426.963464112713, "gain": 0.02778557409100335, "oe": 0.9195333013982916 }, { "feature": "overcrowded_bedrooms", "form": "categorical", "scenario": "benchmark", "sample": "diagnostic_2024", "dimension": "band", "group": "D7", "rows": 3473, "observed": 8219.0, "baseExpected": 8832.002221813134, "expected": 9032.215773733851, "baseDeviance": 6809.861972142769, "featureDeviance": 6693.322903028684, "gain": 0.017113279181107388, "oe": 0.9099649749180345 }, { "feature": "overcrowded_bedrooms", "form": "categorical", "scenario": "benchmark", "sample": "diagnostic_2024", "dimension": "band", "group": "D8", "rows": 3490, "observed": 9283.0, "baseExpected": 9786.926550273276, "expected": 10005.676443503484, "baseDeviance": 7087.64539373631, "featureDeviance": 6867.254500978463, "gain": 0.031095078903441986, "oe": 0.9277733546968026 }, { "feature": "overcrowded_bedrooms", "form": "categorical", "scenario": "benchmark", "sample": "diagnostic_2024", "dimension": "band", "group": "D9", "rows": 3486, "observed": 11347.0, "baseExpected": 11494.707089224328, "expected": 12236.414890697331, "baseDeviance": 8080.765562958435, "featureDeviance": 7897.019861173516, "gain": 0.022738650237199565, "oe": 0.9273140949663693 }, { "feature": "overcrowded_bedrooms", "form": "categorical", "scenario": "benchmark", "sample": "diagnostic_2024", "dimension": "band", "group": "D10", "rows": 3529, "observed": 14495.0, "baseExpected": 13264.756127810095, "expected": 15710.324967528626, "baseDeviance": 10122.15725408265, "featureDeviance": 10034.342921497708, "gain": 0.008675456266945769, "oe": 0.9226416404472499 }, { "feature": "overcrowded_bedrooms", "form": "categorical", "scenario": "benchmark", "sample": "diagnostic_2025", "dimension": "year", "group": "2025", "rows": 34843, "observed": 92791.0, "baseExpected": 100248.78404676483, "expected": 100093.43565042001, "baseDeviance": 73149.12509223106, "featureDeviance": 70306.47850632231, "gain": 0.038860978614912445, "oe": 0.9270438105859006 }, { "feature": "overcrowded_bedrooms", "form": "categorical", "scenario": "benchmark", "sample": "diagnostic_2025", "dimension": "region", "group": "East Midlands", "rows": 2847, "observed": 7956.0, "baseExpected": 7837.432697049184, "expected": 7840.289854449758, "baseDeviance": 6165.000965113714, "featureDeviance": 5904.324721027842, "gain": 0.0422832446517003, "oe": 1.0147584015002418 }, { "feature": "overcrowded_bedrooms", "form": "categorical", "scenario": "benchmark", "sample": "diagnostic_2025", "dimension": "region", "group": "East of England", "rows": 3758, "observed": 9709.0, "baseExpected": 9984.269692976137, "expected": 9988.036634926544, "baseDeviance": 7599.368151506781, "featureDeviance": 7301.296207331396, "gain": 0.03922325359593015, "oe": 0.9720629143518759 }, { "feature": "overcrowded_bedrooms", "form": "categorical", "scenario": "benchmark", "sample": "diagnostic_2025", "dimension": "region", "group": "London", "rows": 4992, "observed": 19860.0, "baseExpected": 22340.67139931229, "expected": 22355.961238185548, "baseDeviance": 13354.257096891415, "featureDeviance": 13180.863343703031, "gain": 0.012984155683864018, "oe": 0.8883536605027624 }, { "feature": "overcrowded_bedrooms", "form": "categorical", "scenario": "benchmark", "sample": "diagnostic_2025", "dimension": "region", "group": "North East", "rows": 1682, "observed": 2764.0, "baseExpected": 3249.027340110273, "expected": 3246.9941193772856, "baseDeviance": 2827.406150587646, "featureDeviance": 2789.4562435413627, "gain": 0.013422163292102884, "oe": 0.8512488468966137 }, { "feature": "overcrowded_bedrooms", "form": "categorical", "scenario": "benchmark", "sample": "diagnostic_2025", "dimension": "region", "group": "North West", "rows": 4567, "observed": 9449.0, "baseExpected": 10145.201295843832, "expected": 10143.345595169165, "baseDeviance": 8106.903625411727, "featureDeviance": 7924.6685618151005, "gain": 0.02247899716303481, "oe": 0.9315466885501908 }, { "feature": "overcrowded_bedrooms", "form": "categorical", "scenario": "benchmark", "sample": "diagnostic_2025", "dimension": "region", "group": "South East", "rows": 5237, "observed": 14543.0, "baseExpected": 16095.05127226237, "expected": 16107.632334592518, "baseDeviance": 11456.300519098528, "featureDeviance": 10989.430582314293, "gain": 0.04075224248926834, "oe": 0.9028639155593131 }, { "feature": "overcrowded_bedrooms", "form": "categorical", "scenario": "benchmark", "sample": "diagnostic_2025", "dimension": "region", "group": "South West", "rows": 3406, "observed": 8809.0, "baseExpected": 9732.661295447084, "expected": 9672.492978385992, "baseDeviance": 6524.346832896719, "featureDeviance": 6201.58821841757, "gain": 0.049469873804340536, "oe": 0.9107269469912731 }, { "feature": "overcrowded_bedrooms", "form": "categorical", "scenario": "benchmark", "sample": "diagnostic_2025", "dimension": "region", "group": "Wales", "rows": 1916, "observed": 2951.0, "baseExpected": 3307.253404271201, "expected": 3307.449607399303, "baseDeviance": 3920.0542778338954, "featureDeviance": 3782.4318447811243, "gain": 0.03510727742494857, "oe": 0.8922282575063676 }, { "feature": "overcrowded_bedrooms", "form": "categorical", "scenario": "benchmark", "sample": "diagnostic_2025", "dimension": "region", "group": "West Midlands", "rows": 3574, "observed": 8774.0, "baseExpected": 9008.166662714577, "expected": 8882.095892354286, "baseDeviance": 7235.898966811143, "featureDeviance": 6573.7749152958395, "gain": 0.09150543070767903, "oe": 0.9878299115811917 }, { "feature": "overcrowded_bedrooms", "form": "categorical", "scenario": "benchmark", "sample": "diagnostic_2025", "dimension": "region", "group": "Yorkshire and The Humber", "rows": 2864, "observed": 7976.0, "baseExpected": 8549.0489867779, "expected": 8549.13739557961, "baseDeviance": 5959.588506079483, "featureDeviance": 5658.643868094747, "gain": 0.05049755325854077, "oe": 0.9329596228180922 }, { "feature": "overcrowded_bedrooms", "form": "categorical", "scenario": "benchmark", "sample": "diagnostic_2025", "dimension": "urbanRural", "group": "Rural", "rows": 5999, "observed": 20915.0, "baseExpected": 21825.973290456146, "expected": 21836.929303556954, "baseDeviance": 13875.92813529358, "featureDeviance": 13560.764444492113, "gain": 0.022712980906829827, "oe": 0.9577811838495633 }, { "feature": "overcrowded_bedrooms", "form": "categorical", "scenario": "benchmark", "sample": "diagnostic_2025", "dimension": "urbanRural", "group": "Urban", "rows": 28844, "observed": 71876.0, "baseExpected": 78422.8107563087, "expected": 78256.50634686307, "baseDeviance": 59273.19695693748, "featureDeviance": 56745.71406183019, "gain": 0.04264124469182129, "oe": 0.9184667621298835 }, { "feature": "overcrowded_bedrooms", "form": "categorical", "scenario": "benchmark", "sample": "diagnostic_2025", "dimension": "betterObserved", "group": "False", "rows": 34462, "observed": 91626.0, "baseExpected": 98939.29506374158, "expected": 98778.5673214834, "baseDeviance": 72469.14530638263, "featureDeviance": 69635.90468823399, "gain": 0.03909581941625451, "oe": 0.927589885990098 }, { "feature": "overcrowded_bedrooms", "form": "categorical", "scenario": "benchmark", "sample": "diagnostic_2025", "dimension": "betterObserved", "group": "True", "rows": 381, "observed": 1165.0, "baseExpected": 1309.4889830232694, "expected": 1314.8683289366236, "baseDeviance": 679.979785848423, "featureDeviance": 670.5738180883257, "gain": 0.013832716730485473, "oe": 0.8860202762220101 }, { "feature": "overcrowded_bedrooms", "form": "categorical", "scenario": "benchmark", "sample": "diagnostic_2025", "dimension": "band", "group": "D1", "rows": 3466, "observed": 7882.0, "baseExpected": 9442.25532264538, "expected": 8108.66310946087, "baseDeviance": 7147.893506282054, "featureDeviance": 6573.632534935141, "gain": 0.08033988906552869, "oe": 0.9720467965679314 }, { "feature": "overcrowded_bedrooms", "form": "categorical", "scenario": "benchmark", "sample": "diagnostic_2025", "dimension": "band", "group": "D2", "rows": 3452, "observed": 8646.0, "baseExpected": 10139.27177419129, "expected": 9018.95121567391, "baseDeviance": 6795.203162482816, "featureDeviance": 6339.077137628623, "gain": 0.06712470752493804, "oe": 0.9586480504489522 }, { "feature": "overcrowded_bedrooms", "form": "categorical", "scenario": "benchmark", "sample": "diagnostic_2025", "dimension": "band", "group": "D3", "rows": 3472, "observed": 8436.0, "baseExpected": 9808.59788491368, "expected": 8890.760183245413, "baseDeviance": 6979.440488840179, "featureDeviance": 6537.348953145011, "gain": 0.06334197367282557, "oe": 0.948850247462258 }, { "feature": "overcrowded_bedrooms", "form": "categorical", "scenario": "benchmark", "sample": "diagnostic_2025", "dimension": "band", "group": "D4", "rows": 3490, "observed": 8771.0, "baseExpected": 9395.261948847976, "expected": 9225.494687727027, "baseDeviance": 7403.221575792342, "featureDeviance": 7179.619648427244, "gain": 0.0302033277102296, "oe": 0.9507349249973928 }, { "feature": "overcrowded_bedrooms", "form": "categorical", "scenario": "benchmark", "sample": "diagnostic_2025", "dimension": "band", "group": "D5", "rows": 3486, "observed": 8085.0, "baseExpected": 8992.711008765944, "expected": 8888.47817586911, "baseDeviance": 6889.347414580893, "featureDeviance": 6669.695555519193, "gain": 0.031882825156533734, "oe": 0.909604528472553 }, { "feature": "overcrowded_bedrooms", "form": "categorical", "scenario": "benchmark", "sample": "diagnostic_2025", "dimension": "band", "group": "D6", "rows": 3499, "observed": 7785.0, "baseExpected": 8713.774849122325, "expected": 8548.518701029441, "baseDeviance": 6699.018324404955, "featureDeviance": 6450.265409574321, "gain": 0.03713274136367284, "oe": 0.910684093030352 }, { "feature": "overcrowded_bedrooms", "form": "categorical", "scenario": "benchmark", "sample": "diagnostic_2025", "dimension": "band", "group": "D7", "rows": 3473, "observed": 8227.0, "baseExpected": 8931.549465823715, "expected": 9142.348589135363, "baseDeviance": 6982.62143436912, "featureDeviance": 6805.362269690724, "gain": 0.02538576182949137, "oe": 0.8998781789809295 }, { "feature": "overcrowded_bedrooms", "form": "categorical", "scenario": "benchmark", "sample": "diagnostic_2025", "dimension": "band", "group": "D8", "rows": 3490, "observed": 9148.0, "baseExpected": 9888.936785374131, "expected": 10115.369905570627, "baseDeviance": 7126.974738607026, "featureDeviance": 6920.940082529712, "gain": 0.028909132364566714, "oe": 0.9043663341428683 }, { "feature": "overcrowded_bedrooms", "form": "categorical", "scenario": "benchmark", "sample": "diagnostic_2025", "dimension": "band", "group": "D9", "rows": 3486, "observed": 11353.0, "baseExpected": 11573.783926787464, "expected": 12327.037652448555, "baseDeviance": 7743.348319571749, "featureDeviance": 7526.8421868563055, "gain": 0.027960272969796862, "oe": 0.9209836393859737 }, { "feature": "overcrowded_bedrooms", "form": "categorical", "scenario": "benchmark", "sample": "diagnostic_2025", "dimension": "band", "group": "D10", "rows": 3529, "observed": 14458.0, "baseExpected": 13362.641080292942, "expected": 15827.813430259699, "baseDeviance": 9382.056127299918, "featureDeviance": 9303.694728016031, "gain": 0.008352262896389129, "oe": 0.9134552958754946 }, { "feature": "overcrowded_bedrooms", "form": "categorical", "scenario": "length", "sample": "temporal_2023", "dimension": "year", "group": "2023", "rows": 33108, "observed": 92703.0, "baseExpected": 97140.95635029627, "expected": 97077.56666105722, "baseDeviance": 73771.73481377443, "featureDeviance": 71184.47689467494, "gain": 0.03507112752100283, "oe": 0.9549374092128734 }, { "feature": "overcrowded_bedrooms", "form": "categorical", "scenario": "length", "sample": "temporal_2023", "dimension": "region", "group": "East Midlands", "rows": 2847, "observed": 7798.0, "baseExpected": 7860.6023932113385, "expected": 7851.365251042967, "baseDeviance": 6435.90175028586, "featureDeviance": 6193.410202481404, "gain": 0.03767794432127325, "oe": 0.993203060953523 }, { "feature": "overcrowded_bedrooms", "form": "categorical", "scenario": "length", "sample": "temporal_2023", "dimension": "region", "group": "East of England", "rows": 3758, "observed": 9557.0, "baseExpected": 10326.534862802288, "expected": 10311.93307107635, "baseDeviance": 7960.318523713979, "featureDeviance": 7658.433326404573, "gain": 0.037923758504145644, "oe": 0.926790344169917 }, { "feature": "overcrowded_bedrooms", "form": "categorical", "scenario": "length", "sample": "temporal_2023", "dimension": "region", "group": "London", "rows": 4992, "observed": 22068.0, "baseExpected": 22711.671875341963, "expected": 22725.013846399546, "baseDeviance": 15368.053686248877, "featureDeviance": 15292.581572542063, "gain": 0.004910974105611365, "oe": 0.9710885172242198 }, { "feature": "overcrowded_bedrooms", "form": "categorical", "scenario": "length", "sample": "temporal_2023", "dimension": "region", "group": "North East", "rows": 1682, "observed": 3016.0, "baseExpected": 3211.2853905765587, "expected": 3212.3223662975315, "baseDeviance": 2915.14973903604, "featureDeviance": 2836.5983512053645, "gain": 0.026945918687748205, "oe": 0.9388846000148455 }, { "feature": "overcrowded_bedrooms", "form": "categorical", "scenario": "length", "sample": "temporal_2023", "dimension": "region", "group": "North West", "rows": 4567, "observed": 9632.0, "baseExpected": 10455.130755052982, "expected": 10450.558807854577, "baseDeviance": 8693.2650482505, "featureDeviance": 8562.542107629251, "gain": 0.015037266193506427, "oe": 0.9216732020837629 }, { "feature": "overcrowded_bedrooms", "form": "categorical", "scenario": "length", "sample": "temporal_2023", "dimension": "region", "group": "South East", "rows": 5237, "observed": 15452.0, "baseExpected": 16569.709308029174, "expected": 16549.621745722434, "baseDeviance": 11989.078005486617, "featureDeviance": 11468.543553236601, "gain": 0.04341738806034978, "oe": 0.933676928537286 }, { "feature": "overcrowded_bedrooms", "form": "categorical", "scenario": "length", "sample": "temporal_2023", "dimension": "region", "group": "South West", "rows": 2368, "observed": 6535.0, "baseExpected": 6644.083526062791, "expected": 6635.9845952924425, "baseDeviance": 4619.78566022176, "featureDeviance": 4400.746633866784, "gain": 0.047413244350488326, "oe": 0.984782274002854 }, { "feature": "overcrowded_bedrooms", "form": "categorical", "scenario": "length", "sample": "temporal_2023", "dimension": "region", "group": "Wales", "rows": 1916, "observed": 3197.0, "baseExpected": 3326.6456448705776, "expected": 3324.27216568182, "baseDeviance": 4001.14300526883, "featureDeviance": 3875.5203777927386, "gain": 0.03139668522486394, "oe": 0.9617142762870874 }, { "feature": "overcrowded_bedrooms", "form": "categorical", "scenario": "length", "sample": "temporal_2023", "dimension": "region", "group": "West Midlands", "rows": 2877, "observed": 6971.0, "baseExpected": 7534.077757679059, "expected": 7522.453101092028, "baseDeviance": 5925.618963531844, "featureDeviance": 5357.381783503111, "gain": 0.09589499148120162, "oe": 0.9266923842952276 }, { "feature": "overcrowded_bedrooms", "form": "categorical", "scenario": "length", "sample": "temporal_2023", "dimension": "region", "group": "Yorkshire and The Humber", "rows": 2864, "observed": 8477.0, "baseExpected": 8501.21483666953, "expected": 8494.04171059752, "baseDeviance": 5863.4204317301255, "featureDeviance": 5538.718986013053, "gain": 0.05537747966356599, "oe": 0.9979936864948217 }, { "feature": "overcrowded_bedrooms", "form": "categorical", "scenario": "length", "sample": "temporal_2023", "dimension": "urbanRural", "group": "Rural", "rows": 5651, "observed": 19641.0, "baseExpected": 20572.115116907436, "expected": 20537.201409631238, "baseDeviance": 12762.321616044128, "featureDeviance": 12356.416946256071, "gain": 0.03180492405690316, "oe": 0.956362047985226 }, { "feature": "overcrowded_bedrooms", "form": "categorical", "scenario": "length", "sample": "temporal_2023", "dimension": "urbanRural", "group": "Urban", "rows": 27457, "observed": 73062.0, "baseExpected": 76568.84123338881, "expected": 76540.36525142597, "baseDeviance": 61009.413197730304, "featureDeviance": 58828.05994841887, "gain": 0.03575437190719588, "oe": 0.9545551521736282 }, { "feature": "overcrowded_bedrooms", "form": "categorical", "scenario": "length", "sample": "temporal_2023", "dimension": "betterObserved", "group": "False", "rows": 32750, "observed": 91351.0, "baseExpected": 95739.36927412407, "expected": 95664.53958865454, "baseDeviance": 72847.61817416525, "featureDeviance": 70278.5474653753, "gain": 0.035266365231705676, "oe": 0.9549097334581631 }, { "feature": "overcrowded_bedrooms", "form": "categorical", "scenario": "length", "sample": "temporal_2023", "dimension": "betterObserved", "group": "True", "rows": 358, "observed": 1352.0, "baseExpected": 1401.5870761721915, "expected": 1413.027072402676, "baseDeviance": 924.1166396091651, "featureDeviance": 905.9294292996351, "gain": 0.01968064368716682, "oe": 0.9568111088636774 }, { "feature": "overcrowded_bedrooms", "form": "categorical", "scenario": "length", "sample": "temporal_2023", "dimension": "band", "group": "D1", "rows": 3264, "observed": 7307.0, "baseExpected": 8929.263446868788, "expected": 7723.43901695993, "baseDeviance": 6424.7734078562635, "featureDeviance": 5888.11579191633, "gain": 0.08352942304295197, "oe": 0.9460811413095294 }, { "feature": "overcrowded_bedrooms", "form": "categorical", "scenario": "length", "sample": "temporal_2023", "dimension": "band", "group": "D2", "rows": 3231, "observed": 8097.0, "baseExpected": 9564.148628489174, "expected": 8539.589118244998, "baseDeviance": 6711.434638328292, "featureDeviance": 6271.328086798235, "gain": 0.06557562954076246, "oe": 0.9481720827411476 }, { "feature": "overcrowded_bedrooms", "form": "categorical", "scenario": "length", "sample": "temporal_2023", "dimension": "band", "group": "D3", "rows": 3265, "observed": 8056.0, "baseExpected": 9386.308063783745, "expected": 8488.169938735373, "baseDeviance": 6761.014667347483, "featureDeviance": 6384.490711823151, "gain": 0.0556904509234043, "oe": 0.9490856165870118 }, { "feature": "overcrowded_bedrooms", "form": "categorical", "scenario": "length", "sample": "temporal_2023", "dimension": "band", "group": "D4", "rows": 3264, "observed": 8324.0, "baseExpected": 8824.063792901674, "expected": 8673.493478928885, "baseDeviance": 6714.384108007326, "featureDeviance": 6499.317282413458, "gain": 0.03203075995270921, "oe": 0.9597055696441192 }, { "feature": "overcrowded_bedrooms", "form": "categorical", "scenario": "length", "sample": "temporal_2023", "dimension": "band", "group": "D5", "rows": 3271, "observed": 8044.0, "baseExpected": 8520.501681692225, "expected": 8436.797026964663, "baseDeviance": 6853.752234384017, "featureDeviance": 6655.6649498925835, "gain": 0.028902020049348498, "oe": 0.9534423993241448 }, { "feature": "overcrowded_bedrooms", "form": "categorical", "scenario": "length", "sample": "temporal_2023", "dimension": "band", "group": "D6", "rows": 3302, "observed": 7792.0, "baseExpected": 8318.336741065032, "expected": 8165.250975069377, "baseDeviance": 6767.607073036023, "featureDeviance": 6559.856734845024, "gain": 0.030697754161693735, "oe": 0.9542878747745772 }, { "feature": "overcrowded_bedrooms", "form": "categorical", "scenario": "length", "sample": "temporal_2023", "dimension": "band", "group": "D7", "rows": 3290, "observed": 8449.0, "baseExpected": 8667.881836874283, "expected": 8842.288711335466, "baseDeviance": 7250.1062747584165, "featureDeviance": 7108.911278139634, "gain": 0.019474886473093367, "oe": 0.9555218423448122 }, { "feature": "overcrowded_bedrooms", "form": "categorical", "scenario": "length", "sample": "temporal_2023", "dimension": "band", "group": "D8", "rows": 3333, "observed": 9321.0, "baseExpected": 9765.11464584023, "expected": 9995.41901733496, "baseDeviance": 7127.2932880757335, "featureDeviance": 6998.879932346004, "gain": 0.018017128037170926, "oe": 0.9325271890887894 }, { "feature": "overcrowded_bedrooms", "form": "categorical", "scenario": "length", "sample": "temporal_2023", "dimension": "band", "group": "D9", "rows": 3381, "observed": 11818.0, "baseExpected": 11679.331710909131, "expected": 12259.295641098633, "baseDeviance": 8382.780513379188, "featureDeviance": 8260.930346940791, "gain": 0.01453576963442138, "oe": 0.964003181421026 }, { "feature": "overcrowded_bedrooms", "form": "categorical", "scenario": "length", "sample": "temporal_2023", "dimension": "band", "group": "D10", "rows": 3507, "observed": 15495.0, "baseExpected": 13486.005801871977, "expected": 15953.823736384935, "baseDeviance": 10778.588608601689, "featureDeviance": 10556.98177955973, "gain": 0.020559911607082704, "oe": 0.971240516131658 }, { "feature": "overcrowded_bedrooms", "form": "categorical", "scenario": "length", "sample": "diagnostic_2024", "dimension": "year", "group": "2024", "rows": 34844, "observed": 92494.0, "baseExpected": 98907.15039662909, "expected": 98761.96890576207, "baseDeviance": 75184.10117699776, "featureDeviance": 72702.91008977377, "gain": 0.033001539532710455, "oe": 0.9365345894253797 }, { "feature": "overcrowded_bedrooms", "form": "categorical", "scenario": "length", "sample": "diagnostic_2024", "dimension": "region", "group": "East Midlands", "rows": 2847, "observed": 7723.0, "baseExpected": 7729.907620971848, "expected": 7732.637901507962, "baseDeviance": 6498.049677573425, "featureDeviance": 6296.716474288307, "gain": 0.030983635594534542, "oe": 0.998753607548844 }, { "feature": "overcrowded_bedrooms", "form": "categorical", "scenario": "length", "sample": "diagnostic_2024", "dimension": "region", "group": "East of England", "rows": 3758, "observed": 9589.0, "baseExpected": 9738.612841029453, "expected": 9745.464677436703, "baseDeviance": 7699.508083486971, "featureDeviance": 7422.311393935433, "gain": 0.036001870060509145, "oe": 0.9839448725519513 }, { "feature": "overcrowded_bedrooms", "form": "categorical", "scenario": "length", "sample": "diagnostic_2024", "dimension": "region", "group": "London", "rows": 4992, "observed": 20028.0, "baseExpected": 22237.955330768982, "expected": 22242.001948227346, "baseDeviance": 14117.0440109964, "featureDeviance": 14027.609614707619, "gain": 0.006335207017780564, "oe": 0.9004585129800423 }, { "feature": "overcrowded_bedrooms", "form": "categorical", "scenario": "length", "sample": "diagnostic_2024", "dimension": "region", "group": "North East", "rows": 1682, "observed": 2848.0, "baseExpected": 3157.378712379224, "expected": 3157.0531307148635, "baseDeviance": 2858.596952525725, "featureDeviance": 2772.558705039478, "gain": 0.030098068708226844, "oe": 0.9021070859694771 }, { "feature": "overcrowded_bedrooms", "form": "categorical", "scenario": "length", "sample": "diagnostic_2024", "dimension": "region", "group": "North West", "rows": 4567, "observed": 9491.0, "baseExpected": 9985.577947752932, "expected": 9983.874851601771, "baseDeviance": 8535.810585164823, "featureDeviance": 8424.101396131413, "gain": 0.013087121359928067, "oe": 0.9506329096740734 }, { "feature": "overcrowded_bedrooms", "form": "categorical", "scenario": "length", "sample": "diagnostic_2024", "dimension": "region", "group": "South East", "rows": 5237, "observed": 14444.0, "baseExpected": 15859.936474849657, "expected": 15871.464687344736, "baseDeviance": 11695.912225116677, "featureDeviance": 11150.818817097967, "gain": 0.04660546330436166, "oe": 0.9100609354294227 }, { "feature": "overcrowded_bedrooms", "form": "categorical", "scenario": "length", "sample": "diagnostic_2024", "dimension": "region", "group": "South West", "rows": 3407, "observed": 8856.0, "baseExpected": 9674.229560734402, "expected": 9617.318424879977, "baseDeviance": 6535.24332945312, "featureDeviance": 6346.937545175555, "gain": 0.02881389028452941, "oe": 0.9208388044103387 }, { "feature": "overcrowded_bedrooms", "form": "categorical", "scenario": "length", "sample": "diagnostic_2024", "dimension": "region", "group": "Wales", "rows": 1916, "observed": 2878.0, "baseExpected": 3236.683632110658, "expected": 3237.5866581122173, "baseDeviance": 3933.377058965719, "featureDeviance": 3840.046905285462, "gain": 0.023727741399091284, "oe": 0.8889337348820537 }, { "feature": "overcrowded_bedrooms", "form": "categorical", "scenario": "length", "sample": "diagnostic_2024", "dimension": "region", "group": "West Midlands", "rows": 3574, "observed": 8596.0, "baseExpected": 8878.763885589866, "expected": 8763.984789759492, "baseDeviance": 7412.089164472862, "featureDeviance": 6796.821252499569, "gain": 0.08300870352752299, "oe": 0.9808323731967474 }, { "feature": "overcrowded_bedrooms", "form": "categorical", "scenario": "length", "sample": "diagnostic_2024", "dimension": "region", "group": "Yorkshire and The Humber", "rows": 2864, "observed": 8041.0, "baseExpected": 8408.104390442077, "expected": 8410.581836177016, "baseDeviance": 5898.470089242044, "featureDeviance": 5624.987985612962, "gain": 0.04636492166466588, "oe": 0.9560575185669904 }, { "feature": "overcrowded_bedrooms", "form": "categorical", "scenario": "length", "sample": "diagnostic_2024", "dimension": "urbanRural", "group": "Rural", "rows": 6000, "observed": 20598.0, "baseExpected": 21377.658614027794, "expected": 21390.283615127308, "baseDeviance": 13543.818305892672, "featureDeviance": 13249.577396406003, "gain": 0.021725107561332946, "oe": 0.9629605839089015 }, { "feature": "overcrowded_bedrooms", "form": "categorical", "scenario": "length", "sample": "diagnostic_2024", "dimension": "urbanRural", "group": "Urban", "rows": 28844, "observed": 71896.0, "baseExpected": 77529.4917826013, "expected": 77371.68529063478, "baseDeviance": 61640.2828711051, "featureDeviance": 59453.33269336775, "gain": 0.035479236562078076, "oe": 0.9292288222743732 }, { "feature": "overcrowded_bedrooms", "form": "categorical", "scenario": "length", "sample": "diagnostic_2024", "dimension": "betterObserved", "group": "False", "rows": 34412, "observed": 91098.0, "baseExpected": 97418.7052221887, "expected": 97274.02508651701, "baseDeviance": 74293.0702794226, "featureDeviance": 71822.57210562384, "gain": 0.03325341333326248, "oe": 0.9365090004137903 }, { "feature": "overcrowded_bedrooms", "form": "categorical", "scenario": "length", "sample": "diagnostic_2024", "dimension": "betterObserved", "group": "True", "rows": 432, "observed": 1396.0, "baseExpected": 1488.4451744403973, "expected": 1487.9438192450857, "baseDeviance": 891.0308975751738, "featureDeviance": 880.3379841499245, "gain": 0.012000609018552155, "oe": 0.9382074658627005 }, { "feature": "overcrowded_bedrooms", "form": "categorical", "scenario": "length", "sample": "diagnostic_2024", "dimension": "band", "group": "D1", "rows": 3466, "observed": 7832.0, "baseExpected": 9173.231421971492, "expected": 7930.152785103872, "baseDeviance": 6882.067650698877, "featureDeviance": 6444.037466964524, "gain": 0.06364804968022508, "oe": 0.9876228380759267 }, { "feature": "overcrowded_bedrooms", "form": "categorical", "scenario": "length", "sample": "diagnostic_2024", "dimension": "band", "group": "D2", "rows": 3452, "observed": 8506.0, "baseExpected": 9921.043435424297, "expected": 8866.404565814933, "baseDeviance": 7144.8803066323, "featureDeviance": 6678.574875271935, "gain": 0.06526427474614416, "oe": 0.9593516669423704 }, { "feature": "overcrowded_bedrooms", "form": "categorical", "scenario": "length", "sample": "diagnostic_2024", "dimension": "band", "group": "D3", "rows": 3473, "observed": 8346.0, "baseExpected": 9637.463022501775, "expected": 8718.638473044204, "baseDeviance": 7089.0303940199265, "featureDeviance": 6675.194413946192, "gain": 0.05837695101756546, "oe": 0.9572595567305254 }, { "feature": "overcrowded_bedrooms", "form": "categorical", "scenario": "length", "sample": "diagnostic_2024", "dimension": "band", "group": "D4", "rows": 3490, "observed": 8596.0, "baseExpected": 9165.023097856276, "expected": 9054.400844565924, "baseDeviance": 7223.013688768718, "featureDeviance": 6961.740886207917, "gain": 0.036172270165715115, "oe": 0.9493725921311472 }, { "feature": "overcrowded_bedrooms", "form": "categorical", "scenario": "length", "sample": "diagnostic_2024", "dimension": "band", "group": "D5", "rows": 3486, "observed": 8148.0, "baseExpected": 8804.614818321097, "expected": 8748.135758624316, "baseDeviance": 7014.885606562973, "featureDeviance": 6818.39645205201, "gain": 0.028010314854904017, "oe": 0.9313984401725048 }, { "feature": "overcrowded_bedrooms", "form": "categorical", "scenario": "length", "sample": "diagnostic_2024", "dimension": "band", "group": "D6", "rows": 3499, "observed": 7722.0, "baseExpected": 8552.157308492307, "expected": 8399.76280256499, "baseDeviance": 6887.618342569061, "featureDeviance": 6703.579952195579, "gain": 0.02672017832870166, "oe": 0.9193116736155901 }, { "feature": "overcrowded_bedrooms", "form": "categorical", "scenario": "length", "sample": "diagnostic_2024", "dimension": "band", "group": "D7", "rows": 3473, "observed": 8219.0, "baseExpected": 8855.33880511768, "expected": 9039.521689975212, "baseDeviance": 7089.009805926463, "featureDeviance": 6969.69767349559, "gain": 0.01683057799287102, "oe": 0.9092295236278743 }, { "feature": "overcrowded_bedrooms", "form": "categorical", "scenario": "length", "sample": "diagnostic_2024", "dimension": "band", "group": "D8", "rows": 3490, "observed": 9283.0, "baseExpected": 9894.19245031882, "expected": 10020.013815367776, "baseDeviance": 7336.884860282581, "featureDeviance": 7123.810216705537, "gain": 0.029041568408753493, "oe": 0.9264458284241672 }, { "feature": "overcrowded_bedrooms", "form": "categorical", "scenario": "length", "sample": "diagnostic_2024", "dimension": "band", "group": "D9", "rows": 3486, "observed": 11347.0, "baseExpected": 11629.654966052014, "expected": 12256.804712002178, "baseDeviance": 8306.786689572433, "featureDeviance": 8153.386829489953, "gain": 0.018466811032362695, "oe": 0.9257714605576383 }, { "feature": "overcrowded_bedrooms", "form": "categorical", "scenario": "length", "sample": "diagnostic_2024", "dimension": "band", "group": "D10", "rows": 3529, "observed": 14495.0, "baseExpected": 13274.431070573344, "expected": 15728.13345869867, "baseDeviance": 10209.923831964436, "featureDeviance": 10174.491323444525, "gain": 0.0034703989082642828, "oe": 0.9215969611437479 }, { "feature": "overcrowded_bedrooms", "form": "categorical", "scenario": "length", "sample": "diagnostic_2025", "dimension": "year", "group": "2025", "rows": 34843, "observed": 92791.0, "baseExpected": 100313.28989732909, "expected": 100163.75596522022, "baseDeviance": 74708.73022951678, "featureDeviance": 72076.59235659946, "gain": 0.03523199852053405, "oe": 0.9263929762400258 }, { "feature": "overcrowded_bedrooms", "form": "categorical", "scenario": "length", "sample": "diagnostic_2025", "dimension": "region", "group": "East Midlands", "rows": 2847, "observed": 7956.0, "baseExpected": 7844.350102253024, "expected": 7846.196916411991, "baseDeviance": 6389.655746461271, "featureDeviance": 6163.623241792365, "gain": 0.03537475470319151, "oe": 1.0139944338330755 }, { "feature": "overcrowded_bedrooms", "form": "categorical", "scenario": "length", "sample": "diagnostic_2025", "dimension": "region", "group": "East of England", "rows": 3758, "observed": 9709.0, "baseExpected": 9989.634992516721, "expected": 9993.07318295621, "baseDeviance": 7807.923652781615, "featureDeviance": 7552.036194991181, "gain": 0.032772791995637984, "oe": 0.9715729908352203 }, { "feature": "overcrowded_bedrooms", "form": "categorical", "scenario": "length", "sample": "diagnostic_2025", "dimension": "region", "group": "London", "rows": 4992, "observed": 19860.0, "baseExpected": 22361.279468176202, "expected": 22374.524643322984, "baseDeviance": 13495.485907701335, "featureDeviance": 13288.011500706614, "gain": 0.015373615178711275, "oe": 0.8876166227704252 }, { "feature": "overcrowded_bedrooms", "form": "categorical", "scenario": "length", "sample": "diagnostic_2025", "dimension": "region", "group": "North East", "rows": 1682, "observed": 2764.0, "baseExpected": 3249.477481565189, "expected": 3246.9959226205347, "baseDeviance": 2878.205596495428, "featureDeviance": 2835.7064114069854, "gain": 0.014765861459025253, "oe": 0.851248374149258 }, { "feature": "overcrowded_bedrooms", "form": "categorical", "scenario": "length", "sample": "diagnostic_2025", "dimension": "region", "group": "North West", "rows": 4567, "observed": 9449.0, "baseExpected": 10153.779912164715, "expected": 10151.786388256935, "baseDeviance": 8366.25934619256, "featureDeviance": 8208.619525425225, "gain": 0.018842330155480647, "oe": 0.9307721457703364 }, { "feature": "overcrowded_bedrooms", "form": "categorical", "scenario": "length", "sample": "diagnostic_2025", "dimension": "region", "group": "South East", "rows": 5237, "observed": 14543.0, "baseExpected": 16098.347607103455, "expected": 16109.563710261702, "baseDeviance": 11659.874819162145, "featureDeviance": 11200.532716179598, "gain": 0.039395114450770374, "oe": 0.9027556712002194 }, { "feature": "overcrowded_bedrooms", "form": "categorical", "scenario": "length", "sample": "diagnostic_2025", "dimension": "region", "group": "South West", "rows": 3406, "observed": 8809.0, "baseExpected": 9812.729022658377, "expected": 9751.854673962735, "baseDeviance": 6813.232871914974, "featureDeviance": 6513.820545053589, "gain": 0.04394570573032974, "oe": 0.9033153481583213 }, { "feature": "overcrowded_bedrooms", "form": "categorical", "scenario": "length", "sample": "diagnostic_2025", "dimension": "region", "group": "Wales", "rows": 1916, "observed": 2951.0, "baseExpected": 3306.3510407904046, "expected": 3306.2243416750716, "baseDeviance": 4118.279183350354, "featureDeviance": 3981.6387033810397, "gain": 0.03317902305451592, "oe": 0.8925589116269406 }, { "feature": "overcrowded_bedrooms", "form": "categorical", "scenario": "length", "sample": "diagnostic_2025", "dimension": "region", "group": "West Midlands", "rows": 3574, "observed": 8774.0, "baseExpected": 8949.409824024304, "expected": 8834.66950495355, "baseDeviance": 7229.93777650283, "featureDeviance": 6651.946005904576, "gain": 0.07994422475898999, "oe": 0.9931327929223008 }, { "feature": "overcrowded_bedrooms", "form": "categorical", "scenario": "length", "sample": "diagnostic_2025", "dimension": "region", "group": "Yorkshire and The Humber", "rows": 2864, "observed": 7976.0, "baseExpected": 8547.930446076694, "expected": 8548.866680798492, "baseDeviance": 5949.875328954268, "featureDeviance": 5680.657511758278, "gain": 0.045247640044805304, "oe": 0.9329891666125522 }, { "feature": "overcrowded_bedrooms", "form": "categorical", "scenario": "length", "sample": "diagnostic_2025", "dimension": "urbanRural", "group": "Rural", "rows": 5999, "observed": 20915.0, "baseExpected": 21843.66100895357, "expected": 21852.64507750635, "baseDeviance": 13326.33322586201, "featureDeviance": 13063.17981665234, "gain": 0.019746872958194994, "oe": 0.9570923760404868 }, { "feature": "overcrowded_bedrooms", "form": "categorical", "scenario": "length", "sample": "diagnostic_2025", "dimension": "urbanRural", "group": "Urban", "rows": 28844, "observed": 71876.0, "baseExpected": 78469.62888837552, "expected": 78311.11088771385, "baseDeviance": 61382.39700365477, "featureDeviance": 59013.41253994711, "gain": 0.038593873477547835, "oe": 0.9178263363299646 }, { "feature": "overcrowded_bedrooms", "form": "categorical", "scenario": "length", "sample": "diagnostic_2025", "dimension": "betterObserved", "group": "False", "rows": 34462, "observed": 91626.0, "baseExpected": 98971.45288545931, "expected": 98816.62638718517, "baseDeviance": 74017.48973007196, "featureDeviance": 71394.03996823223, "gain": 0.03544364678411771, "oe": 0.9272326262281945 }, { "feature": "overcrowded_bedrooms", "form": "categorical", "scenario": "length", "sample": "diagnostic_2025", "dimension": "betterObserved", "group": "True", "rows": 381, "observed": 1165.0, "baseExpected": 1341.8370118697667, "expected": 1347.1295780350329, "baseDeviance": 691.2404994448245, "featureDeviance": 682.552388367224, "gain": 0.012568868699936453, "oe": 0.8648017377061136 }, { "feature": "overcrowded_bedrooms", "form": "categorical", "scenario": "length", "sample": "diagnostic_2025", "dimension": "band", "group": "D1", "rows": 3466, "observed": 7882.0, "baseExpected": 9376.869770663881, "expected": 8106.959730363531, "baseDeviance": 7220.0316531159215, "featureDeviance": 6682.616557541027, "gain": 0.07443389743907347, "oe": 0.9722510364124575 }, { "feature": "overcrowded_bedrooms", "form": "categorical", "scenario": "length", "sample": "diagnostic_2025", "dimension": "band", "group": "D2", "rows": 3452, "observed": 8646.0, "baseExpected": 10093.82031360978, "expected": 9026.390237056015, "baseDeviance": 6855.2675676313465, "featureDeviance": 6424.515930309797, "gain": 0.06283513124351825, "oe": 0.9578579889561609 }, { "feature": "overcrowded_bedrooms", "form": "categorical", "scenario": "length", "sample": "diagnostic_2025", "dimension": "band", "group": "D3", "rows": 3472, "observed": 8436.0, "baseExpected": 9819.131487751933, "expected": 8884.267385400937, "baseDeviance": 7129.030368003945, "featureDeviance": 6710.048230040203, "gain": 0.05877126570314406, "oe": 0.9495436859388595 }, { "feature": "overcrowded_bedrooms", "form": "categorical", "scenario": "length", "sample": "diagnostic_2025", "dimension": "band", "group": "D4", "rows": 3490, "observed": 8771.0, "baseExpected": 9330.76639349998, "expected": 9221.721700623955, "baseDeviance": 7508.883083701705, "featureDeviance": 7305.68063749005, "gain": 0.02706160742503949, "oe": 0.9511239099100705 }, { "feature": "overcrowded_bedrooms", "form": "categorical", "scenario": "length", "sample": "diagnostic_2025", "dimension": "band", "group": "D5", "rows": 3486, "observed": 8085.0, "baseExpected": 8949.151307499578, "expected": 8896.7446804412, "baseDeviance": 7041.106926616034, "featureDeviance": 6840.106201024909, "gain": 0.028546750913741148, "oe": 0.9087593597885576 }, { "feature": "overcrowded_bedrooms", "form": "categorical", "scenario": "length", "sample": "diagnostic_2025", "dimension": "band", "group": "D6", "rows": 3499, "observed": 7785.0, "baseExpected": 8705.710731485733, "expected": 8553.094110055845, "baseDeviance": 6951.640701845317, "featureDeviance": 6705.05362021419, "gain": 0.03547178172854515, "oe": 0.9101969298861333 }, { "feature": "overcrowded_bedrooms", "form": "categorical", "scenario": "length", "sample": "diagnostic_2025", "dimension": "band", "group": "D7", "rows": 3473, "observed": 8227.0, "baseExpected": 8956.004838541377, "expected": 9149.276992340165, "baseDeviance": 7263.334786400232, "featureDeviance": 7083.578344363907, "gain": 0.02474847261245605, "oe": 0.899196735095866 }, { "feature": "overcrowded_bedrooms", "form": "categorical", "scenario": "length", "sample": "diagnostic_2025", "dimension": "band", "group": "D8", "rows": 3490, "observed": 9148.0, "baseExpected": 9997.067570375159, "expected": 10129.21887233358, "baseDeviance": 7356.617137534316, "featureDeviance": 7152.678254207354, "gain": 0.027721829138890652, "oe": 0.9031298578201691 }, { "feature": "overcrowded_bedrooms", "form": "categorical", "scenario": "length", "sample": "diagnostic_2025", "dimension": "band", "group": "D9", "rows": 3486, "observed": 11353.0, "baseExpected": 11713.55296738147, "expected": 12350.905394254904, "baseDeviance": 7934.613846717419, "featureDeviance": 7748.4125336454945, "gain": 0.02346696596318376, "oe": 0.9192038670526061 }, { "feature": "overcrowded_bedrooms", "form": "categorical", "scenario": "length", "sample": "diagnostic_2025", "dimension": "band", "group": "D10", "rows": 3529, "observed": 14458.0, "baseExpected": 13371.214516520195, "expected": 15845.176862350072, "baseDeviance": 9448.204157950546, "featureDeviance": 9423.90204776252, "gain": 0.0025721406715768502, "oe": 0.9124543150006637 }, { "feature": "overcrowded_bedrooms", "form": "categorical", "scenario": "counted_routes", "sample": "temporal_2023", "dimension": "year", "group": "2023", "rows": 5098, "observed": 6032.0, "baseExpected": 6243.812676283444, "expected": 6236.933315737062, "baseDeviance": 9233.014031350176, "featureDeviance": 9199.443009537643, "gain": 0.0036359764751299206, "oe": 0.9671419742103105 }, { "feature": "overcrowded_bedrooms", "form": "categorical", "scenario": "counted_routes", "sample": "temporal_2023", "dimension": "region", "group": "East Midlands", "rows": 461, "observed": 400.0, "baseExpected": 450.0160156380736, "expected": 443.5934400223331, "baseDeviance": 703.7669675929156, "featureDeviance": 699.9785981518959, "gain": 0.005382988425809532, "oe": 0.9017265899600807 }, { "feature": "overcrowded_bedrooms", "form": "categorical", "scenario": "counted_routes", "sample": "temporal_2023", "dimension": "region", "group": "East of England", "rows": 505, "observed": 410.0, "baseExpected": 437.07822036160155, "expected": 439.78613835311035, "baseDeviance": 725.8962298363866, "featureDeviance": 718.9342634347195, "gain": 0.009590856262246095, "oe": 0.9322713115409866 }, { "feature": "overcrowded_bedrooms", "form": "categorical", "scenario": "counted_routes", "sample": "temporal_2023", "dimension": "region", "group": "London", "rows": 1077, "observed": 2483.0, "baseExpected": 2568.781954799574, "expected": 2575.3511126081175, "baseDeviance": 3215.767425877888, "featureDeviance": 3223.982164700499, "gain": -0.0025545189482627517, "oe": 0.9641403798666538 }, { "feature": "overcrowded_bedrooms", "form": "categorical", "scenario": "counted_routes", "sample": "temporal_2023", "dimension": "region", "group": "North East", "rows": 299, "observed": 170.0, "baseExpected": 166.5849642681431, "expected": 167.46228991027235, "baseDeviance": 381.76738699661877, "featureDeviance": 381.3921266117088, "gain": 0.0009829555841900373, "oe": 1.0151539196740196 }, { "feature": "overcrowded_bedrooms", "form": "categorical", "scenario": "counted_routes", "sample": "temporal_2023", "dimension": "region", "group": "North West", "rows": 638, "observed": 454.0, "baseExpected": 443.4835683530956, "expected": 436.69801379519663, "baseDeviance": 842.6669184194824, "featureDeviance": 853.4716077990952, "gain": -0.012822016793869517, "oe": 1.0396200249560046 }, { "feature": "overcrowded_bedrooms", "form": "categorical", "scenario": "counted_routes", "sample": "temporal_2023", "dimension": "region", "group": "South East", "rows": 814, "observed": 983.0, "baseExpected": 1019.2179618062844, "expected": 1020.4191133204586, "baseDeviance": 1355.9773381804796, "featureDeviance": 1354.6727462952172, "gain": 0.0009621044898973086, "oe": 0.9633296624573248 }, { "feature": "overcrowded_bedrooms", "form": "categorical", "scenario": "counted_routes", "sample": "temporal_2023", "dimension": "region", "group": "South West", "rows": 332, "observed": 325.0, "baseExpected": 362.9271523704084, "expected": 360.9222231020848, "baseDeviance": 483.36157500530834, "featureDeviance": 483.71029148005823, "gain": -0.0007214402070458981, "oe": 0.9004710134129802 }, { "feature": "overcrowded_bedrooms", "form": "categorical", "scenario": "counted_routes", "sample": "temporal_2023", "dimension": "region", "group": "Wales", "rows": 232, "observed": 129.0, "baseExpected": 122.0502214089931, "expected": 120.93136078940874, "baseDeviance": 287.19095054502657, "featureDeviance": 282.69752925826003, "gain": 0.015646110290867377, "oe": 1.066720817147192 }, { "feature": "overcrowded_bedrooms", "form": "categorical", "scenario": "counted_routes", "sample": "temporal_2023", "dimension": "region", "group": "West Midlands", "rows": 315, "observed": 243.0, "baseExpected": 309.23050634468996, "expected": 311.0143694214762, "baseDeviance": 504.1621995362237, "featureDeviance": 488.28896974969507, "gain": 0.03148437110344715, "oe": 0.7813143825219683 }, { "feature": "overcrowded_bedrooms", "form": "categorical", "scenario": "counted_routes", "sample": "temporal_2023", "dimension": "region", "group": "Yorkshire and The Humber", "rows": 425, "observed": 435.0, "baseExpected": 364.44211093258, "expected": 360.7552544146034, "baseDeviance": 732.4570393598474, "featureDeviance": 712.3147120564931, "gain": 0.027499670589497316, "oe": 1.205803642987469 }, { "feature": "overcrowded_bedrooms", "form": "categorical", "scenario": "counted_routes", "sample": "temporal_2023", "dimension": "urbanRural", "group": "Rural", "rows": 1132, "observed": 1339.0, "baseExpected": 1392.251595334022, "expected": 1388.6570192443885, "baseDeviance": 1819.8566427061096, "featureDeviance": 1807.9541116980936, "gain": 0.006540367372188771, "oe": 0.964240976312921 }, { "feature": "overcrowded_bedrooms", "form": "categorical", "scenario": "counted_routes", "sample": "temporal_2023", "dimension": "urbanRural", "group": "Urban", "rows": 3966, "observed": 4693.0, "baseExpected": 4851.561080949421, "expected": 4848.276296492673, "baseDeviance": 7413.157388644067, "featureDeviance": 7391.488897839548, "gain": 0.0029229773048812246, "oe": 0.9679728862389706 }, { "feature": "overcrowded_bedrooms", "form": "categorical", "scenario": "counted_routes", "sample": "temporal_2023", "dimension": "betterObserved", "group": "False", "rows": 4740, "observed": 5358.0, "baseExpected": 5603.435496996176, "expected": 5594.833528602797, "baseDeviance": 8487.061533011136, "featureDeviance": 8461.414320072343, "gain": 0.003021919051610089, "oe": 0.9576692447787734 }, { "feature": "overcrowded_bedrooms", "form": "categorical", "scenario": "counted_routes", "sample": "temporal_2023", "dimension": "betterObserved", "group": "True", "rows": 358, "observed": 674.0, "baseExpected": 640.3771792872681, "expected": 642.0997871342644, "baseDeviance": 745.9524983390412, "featureDeviance": 738.0286894652999, "gain": 0.010622404095950722, "oe": 1.0496810830729417 }, { "feature": "overcrowded_bedrooms", "form": "categorical", "scenario": "counted_routes", "sample": "temporal_2023", "dimension": "band", "group": "D1", "rows": 545, "observed": 455.0, "baseExpected": 521.1539267103519, "expected": 480.47719054955223, "baseDeviance": 698.1993609664894, "featureDeviance": 689.9387368415778, "gain": 0.011831325817137306, "oe": 0.9469752340992247 }, { "feature": "overcrowded_bedrooms", "form": "categorical", "scenario": "counted_routes", "sample": "temporal_2023", "dimension": "band", "group": "D2", "rows": 540, "observed": 475.0, "baseExpected": 562.3631237797555, "expected": 553.3388674926956, "baseDeviance": 757.5781728449032, "featureDeviance": 749.5706252224793, "gain": 0.010569929163024128, "oe": 0.8584251494067878 }, { "feature": "overcrowded_bedrooms", "form": "categorical", "scenario": "counted_routes", "sample": "temporal_2023", "dimension": "band", "group": "D3", "rows": 560, "observed": 469.0, "baseExpected": 561.369350628091, "expected": 509.925805876617, "baseDeviance": 778.1720546803455, "featureDeviance": 753.7080939670128, "gain": 0.03143772712755899, "oe": 0.9197416459316838 }, { "feature": "overcrowded_bedrooms", "form": "categorical", "scenario": "counted_routes", "sample": "temporal_2023", "dimension": "band", "group": "D4", "rows": 537, "observed": 568.0, "baseExpected": 555.2083748825407, "expected": 561.7025780386509, "baseDeviance": 864.2569616763828, "featureDeviance": 875.4468958279544, "gain": -0.01294746197920893, "oe": 1.011211310411532 }, { "feature": "overcrowded_bedrooms", "form": "categorical", "scenario": "counted_routes", "sample": "temporal_2023", "dimension": "band", "group": "D5", "rows": 470, "observed": 437.0, "baseExpected": 447.4057883112431, "expected": 402.59284181318105, "baseDeviance": 672.9897125228333, "featureDeviance": 683.7242240124846, "gain": -0.01595048377398056, "oe": 1.0854639094720546 }, { "feature": "overcrowded_bedrooms", "form": "categorical", "scenario": "counted_routes", "sample": "temporal_2023", "dimension": "band", "group": "D6", "rows": 443, "observed": 358.0, "baseExpected": 373.79299684382636, "expected": 385.76059360833153, "baseDeviance": 614.4822631392836, "featureDeviance": 619.4294137060522, "gain": -0.008050924922542668, "oe": 0.9280367303755311 }, { "feature": "overcrowded_bedrooms", "form": "categorical", "scenario": "counted_routes", "sample": "temporal_2023", "dimension": "band", "group": "D7", "rows": 441, "observed": 473.0, "baseExpected": 488.5534980099022, "expected": 462.2901080978312, "baseDeviance": 840.6448677710856, "featureDeviance": 825.8321921530306, "gain": 0.017620610302814144, "oe": 1.0231670367039356 }, { "feature": "overcrowded_bedrooms", "form": "categorical", "scenario": "counted_routes", "sample": "temporal_2023", "dimension": "band", "group": "D8", "rows": 476, "observed": 572.0, "baseExpected": 563.4770414272596, "expected": 596.0109841593359, "baseDeviance": 900.6421117948814, "featureDeviance": 893.1832978197181, "gain": 0.008281662468900941, "oe": 0.95971385629209 }, { "feature": "overcrowded_bedrooms", "form": "categorical", "scenario": "counted_routes", "sample": "temporal_2023", "dimension": "band", "group": "D9", "rows": 483, "observed": 777.0, "baseExpected": 785.879049314978, "expected": 757.1658825637877, "baseDeviance": 1123.7401326642944, "featureDeviance": 1118.2740972496695, "gain": 0.004864145415600096, "oe": 1.0261952075403258 }, { "feature": "overcrowded_bedrooms", "form": "categorical", "scenario": "counted_routes", "sample": "temporal_2023", "dimension": "band", "group": "D10", "rows": 603, "observed": 1448.0, "baseExpected": 1384.609526375496, "expected": 1527.6684635370787, "baseDeviance": 1982.3083932896775, "featureDeviance": 1990.3354327376633, "gain": -0.004049339383901174, "oe": 0.9478496379033585 }, { "feature": "overcrowded_bedrooms", "form": "categorical", "scenario": "counted_routes", "sample": "diagnostic_2024", "dimension": "year", "group": "2024", "rows": 6430, "observed": 6863.0, "baseExpected": 6644.032760936374, "expected": 6654.685877054592, "baseDeviance": 10665.127727495616, "featureDeviance": 10616.846407675997, "gain": 0.004527026872368833, "oe": 1.0313033743130802 }, { "feature": "overcrowded_bedrooms", "form": "categorical", "scenario": "counted_routes", "sample": "diagnostic_2024", "dimension": "region", "group": "East Midlands", "rows": 527, "observed": 548.0, "baseExpected": 466.3926070494613, "expected": 467.2817900587347, "baseDeviance": 852.0902715929092, "featureDeviance": 836.7094354076792, "gain": 0.01805071211114384, "oe": 1.172739900545064 }, { "feature": "overcrowded_bedrooms", "form": "categorical", "scenario": "counted_routes", "sample": "diagnostic_2024", "dimension": "region", "group": "East of England", "rows": 617, "observed": 535.0, "baseExpected": 509.14032938870355, "expected": 505.1096047721915, "baseDeviance": 852.2383594125437, "featureDeviance": 855.8110776345898, "gain": -0.004192158429138004, "oe": 1.0591760579197247 }, { "feature": "overcrowded_bedrooms", "form": "categorical", "scenario": "counted_routes", "sample": "diagnostic_2024", "dimension": "region", "group": "London", "rows": 1145, "observed": 2351.0, "baseExpected": 2360.7556103681354, "expected": 2375.9388766054817, "baseDeviance": 3143.301549497741, "featureDeviance": 3151.8066528180807, "gain": -0.002705786634342733, "oe": 0.9895035697883305 }, { "feature": "overcrowded_bedrooms", "form": "categorical", "scenario": "counted_routes", "sample": "diagnostic_2024", "dimension": "region", "group": "North East", "rows": 295, "observed": 183.0, "baseExpected": 178.7788258428721, "expected": 176.81767972214948, "baseDeviance": 341.95902523090103, "featureDeviance": 342.5863916614836, "gain": -0.0018346245728093624, "oe": 1.0349643784918194 }, { "feature": "overcrowded_bedrooms", "form": "categorical", "scenario": "counted_routes", "sample": "diagnostic_2024", "dimension": "region", "group": "North West", "rows": 924, "observed": 636.0, "baseExpected": 587.3003073097831, "expected": 585.961036485585, "baseDeviance": 1057.7073439399614, "featureDeviance": 1057.712449804708, "gain": -4.827294407983018e-06, "oe": 1.0853964007820953 }, { "feature": "overcrowded_bedrooms", "form": "categorical", "scenario": "counted_routes", "sample": "diagnostic_2024", "dimension": "region", "group": "South East", "rows": 948, "observed": 1007.0, "baseExpected": 1048.094318940346, "expected": 1052.0123925829241, "baseDeviance": 1645.563805909849, "featureDeviance": 1630.2614091773994, "gain": 0.009299181640658793, "oe": 0.9572130586100714 }, { "feature": "overcrowded_bedrooms", "form": "categorical", "scenario": "counted_routes", "sample": "diagnostic_2024", "dimension": "region", "group": "South West", "rows": 517, "observed": 484.0, "baseExpected": 445.7964278975862, "expected": 440.32082211163527, "baseDeviance": 710.3832314510425, "featureDeviance": 715.79062316413, "gain": -0.007611936027884791, "oe": 1.099198529106331 }, { "feature": "overcrowded_bedrooms", "form": "categorical", "scenario": "counted_routes", "sample": "diagnostic_2024", "dimension": "region", "group": "Wales", "rows": 281, "observed": 128.0, "baseExpected": 123.84125201743659, "expected": 124.00044175786536, "baseDeviance": 326.1708325028597, "featureDeviance": 325.4523571952327, "gain": 0.0022027576841061602, "oe": 1.032254387044399 }, { "feature": "overcrowded_bedrooms", "form": "categorical", "scenario": "counted_routes", "sample": "diagnostic_2024", "dimension": "region", "group": "West Midlands", "rows": 651, "observed": 478.0, "baseExpected": 495.35462109594005, "expected": 495.966077022242, "baseDeviance": 846.3199642072373, "featureDeviance": 826.3830673273683, "gain": 0.023557162448063274, "oe": 0.9637755930201728 }, { "feature": "overcrowded_bedrooms", "form": "categorical", "scenario": "counted_routes", "sample": "diagnostic_2024", "dimension": "region", "group": "Yorkshire and The Humber", "rows": 525, "observed": 513.0, "baseExpected": 428.57846102611046, "expected": 431.27715593578273, "baseDeviance": 889.3933437505699, "featureDeviance": 874.3329434853268, "gain": 0.016933340429256427, "oe": 1.1894903148461353 }, { "feature": "overcrowded_bedrooms", "form": "categorical", "scenario": "counted_routes", "sample": "diagnostic_2024", "dimension": "urbanRural", "group": "Rural", "rows": 1366, "observed": 1638.0, "baseExpected": 1638.9476911991749, "expected": 1630.944548657889, "baseDeviance": 2188.630923629582, "featureDeviance": 2159.8638930011316, "gain": 0.013143847287300336, "oe": 1.0043259909405975 }, { "feature": "overcrowded_bedrooms", "form": "categorical", "scenario": "counted_routes", "sample": "diagnostic_2024", "dimension": "urbanRural", "group": "Urban", "rows": 5064, "observed": 5225.0, "baseExpected": 5005.085069737199, "expected": 5023.741328396703, "baseDeviance": 8476.496803866032, "featureDeviance": 8456.982514674866, "gain": 0.0023021644014854514, "oe": 1.0400615116199718 }, { "feature": "overcrowded_bedrooms", "form": "categorical", "scenario": "counted_routes", "sample": "diagnostic_2024", "dimension": "betterObserved", "group": "False", "rows": 5998, "observed": 6139.0, "baseExpected": 5938.056027751432, "expected": 5946.700498120941, "baseDeviance": 9915.968798731392, "featureDeviance": 9877.404519922515, "gain": 0.00388910852702673, "oe": 1.0323371762105427 }, { "feature": "overcrowded_bedrooms", "form": "categorical", "scenario": "counted_routes", "sample": "diagnostic_2024", "dimension": "betterObserved", "group": "True", "rows": 432, "observed": 724.0, "baseExpected": 705.9767331849425, "expected": 707.9853789336516, "baseDeviance": 749.1589287642223, "featureDeviance": 739.4418877534843, "gain": 0.012970600279391786, "oe": 1.0226199884105929 }, { "feature": "overcrowded_bedrooms", "form": "categorical", "scenario": "counted_routes", "sample": "diagnostic_2024", "dimension": "band", "group": "D1", "rows": 684, "observed": 555.0, "baseExpected": 605.6837684284784, "expected": 559.3559060848347, "baseDeviance": 932.8894406477833, "featureDeviance": 931.3305621750355, "gain": 0.0016710216718343052, "oe": 0.992212639506529 }, { "feature": "overcrowded_bedrooms", "form": "categorical", "scenario": "counted_routes", "sample": "diagnostic_2024", "dimension": "band", "group": "D2", "rows": 652, "observed": 612.0, "baseExpected": 618.7280724133929, "expected": 592.4780431510686, "baseDeviance": 902.5798687430793, "featureDeviance": 892.7253982986521, "gain": 0.010918114602035622, "oe": 1.0329496714259734 }, { "feature": "overcrowded_bedrooms", "form": "categorical", "scenario": "counted_routes", "sample": "diagnostic_2024", "dimension": "band", "group": "D3", "rows": 697, "observed": 665.0, "baseExpected": 637.774909342367, "expected": 580.2156557846712, "baseDeviance": 1027.9696054249782, "featureDeviance": 1032.5860410264168, "gain": -0.00449082888937169, "oe": 1.146125571363062 }, { "feature": "overcrowded_bedrooms", "form": "categorical", "scenario": "counted_routes", "sample": "diagnostic_2024", "dimension": "band", "group": "D4", "rows": 653, "observed": 653.0, "baseExpected": 599.2093317231531, "expected": 624.7087233990743, "baseDeviance": 973.4400521730465, "featureDeviance": 958.6447603178467, "gain": 0.015198975861093644, "oe": 1.045287148300077 }, { "feature": "overcrowded_bedrooms", "form": "categorical", "scenario": "counted_routes", "sample": "diagnostic_2024", "dimension": "band", "group": "D5", "rows": 602, "observed": 464.0, "baseExpected": 444.83109177262804, "expected": 425.48222424765765, "baseDeviance": 779.577303069438, "featureDeviance": 786.0530156141632, "gain": -0.00830669712833898, "oe": 1.0905273441691952 }, { "feature": "overcrowded_bedrooms", "form": "categorical", "scenario": "counted_routes", "sample": "diagnostic_2024", "dimension": "band", "group": "D6", "rows": 601, "observed": 404.0, "baseExpected": 456.5683871826471, "expected": 463.3216817478252, "baseDeviance": 783.341307591787, "featureDeviance": 791.0011950262221, "gain": -0.00977848015954108, "oe": 0.8719643735988324 }, { "feature": "overcrowded_bedrooms", "form": "categorical", "scenario": "counted_routes", "sample": "diagnostic_2024", "dimension": "band", "group": "D7", "rows": 568, "observed": 499.0, "baseExpected": 511.1085422862573, "expected": 500.07701683783785, "baseDeviance": 868.5885056843322, "featureDeviance": 856.2522357530818, "gain": 0.014202663114372016, "oe": 0.9978462980669494 }, { "feature": "overcrowded_bedrooms", "form": "categorical", "scenario": "counted_routes", "sample": "diagnostic_2024", "dimension": "band", "group": "D8", "rows": 588, "observed": 598.0, "baseExpected": 552.5248805434132, "expected": 575.1378653139038, "baseDeviance": 865.6292169592787, "featureDeviance": 865.7702568541465, "gain": -0.0001629333808339517, "oe": 1.0397507033789513 }, { "feature": "overcrowded_bedrooms", "form": "categorical", "scenario": "counted_routes", "sample": "diagnostic_2024", "dimension": "band", "group": "D9", "rows": 634, "observed": 866.0, "baseExpected": 821.7423092210256, "expected": 814.4892743032538, "baseDeviance": 1329.7032376906875, "featureDeviance": 1325.0941128169447, "gain": 0.003466280853574144, "oe": 1.0632429760856097 }, { "feature": "overcrowded_bedrooms", "form": "categorical", "scenario": "counted_routes", "sample": "diagnostic_2024", "dimension": "band", "group": "D10", "rows": 751, "observed": 1547.0, "baseExpected": 1395.8614680230114, "expected": 1519.4194861844644, "baseDeviance": 2201.409189511204, "featureDeviance": 2177.3888297934886, "gain": 0.010911356158665342, "oe": 1.0181520074385746 }, { "feature": "overcrowded_bedrooms", "form": "categorical", "scenario": "counted_routes", "sample": "diagnostic_2025", "dimension": "year", "group": "2025", "rows": 6060, "observed": 6133.0, "baseExpected": 6520.340102433249, "expected": 6504.811374383747, "baseDeviance": 9570.44385319353, "featureDeviance": 9491.226762057071, "gain": 0.008277264080079783, "oe": 0.9428405601662859 }, { "feature": "overcrowded_bedrooms", "form": "categorical", "scenario": "counted_routes", "sample": "diagnostic_2025", "dimension": "region", "group": "East Midlands", "rows": 549, "observed": 477.0, "baseExpected": 466.72154658385466, "expected": 464.6222111603228, "baseDeviance": 886.2021188783056, "featureDeviance": 873.0257633247461, "gain": 0.014868341287918807, "oe": 1.0266405448176177 }, { "feature": "overcrowded_bedrooms", "form": "categorical", "scenario": "counted_routes", "sample": "diagnostic_2025", "dimension": "region", "group": "East of England", "rows": 545, "observed": 442.0, "baseExpected": 451.1704106160631, "expected": 449.87299733211466, "baseDeviance": 800.1405102604808, "featureDeviance": 793.1807165513392, "gain": 0.008698214400963078, "oe": 0.9824995112424975 }, { "feature": "overcrowded_bedrooms", "form": "categorical", "scenario": "counted_routes", "sample": "diagnostic_2025", "dimension": "region", "group": "London", "rows": 1112, "observed": 2153.0, "baseExpected": 2383.9212719865386, "expected": 2376.9613306343, "baseDeviance": 2698.3336652424045, "featureDeviance": 2673.858516463206, "gain": 0.009070467857428599, "oe": 0.9057783028491527 }, { "feature": "overcrowded_bedrooms", "form": "categorical", "scenario": "counted_routes", "sample": "diagnostic_2025", "dimension": "region", "group": "North East", "rows": 221, "observed": 105.0, "baseExpected": 120.11983020307531, "expected": 118.1939809705026, "baseDeviance": 264.94725979117953, "featureDeviance": 262.1545345338937, "gain": 0.010540683679789553, "oe": 0.8883701110482488 }, { "feature": "overcrowded_bedrooms", "form": "categorical", "scenario": "counted_routes", "sample": "diagnostic_2025", "dimension": "region", "group": "North West", "rows": 996, "observed": 648.0, "baseExpected": 624.6835015987541, "expected": 623.8917871097061, "baseDeviance": 1256.706303699892, "featureDeviance": 1252.9944563692943, "gain": 0.002953631504568399, "oe": 1.0386416577175661 }, { "feature": "overcrowded_bedrooms", "form": "categorical", "scenario": "counted_routes", "sample": "diagnostic_2025", "dimension": "region", "group": "South East", "rows": 860, "observed": 953.0, "baseExpected": 1004.8149662209278, "expected": 1007.8230686861269, "baseDeviance": 1393.704997113381, "featureDeviance": 1385.2106800726501, "gain": 0.0060947740435201014, "oe": 0.9456024867960223 }, { "feature": "overcrowded_bedrooms", "form": "categorical", "scenario": "counted_routes", "sample": "diagnostic_2025", "dimension": "region", "group": "South West", "rows": 520, "observed": 423.0, "baseExpected": 508.95293310859125, "expected": 501.48532093188237, "baseDeviance": 666.423779848708, "featureDeviance": 669.5853309471996, "gain": -0.00474405505039055, "oe": 0.843494280578268 }, { "feature": "overcrowded_bedrooms", "form": "categorical", "scenario": "counted_routes", "sample": "diagnostic_2025", "dimension": "region", "group": "Wales", "rows": 202, "observed": 113.0, "baseExpected": 102.56285682428084, "expected": 102.14067572098523, "baseDeviance": 259.764662663292, "featureDeviance": 260.072919313177, "gain": -0.0011866766123018735, "oe": 1.106317333445873 }, { "feature": "overcrowded_bedrooms", "form": "categorical", "scenario": "counted_routes", "sample": "diagnostic_2025", "dimension": "region", "group": "West Midlands", "rows": 635, "observed": 486.0, "baseExpected": 497.55360685034, "expected": 496.99705872016807, "baseDeviance": 814.8771914380291, "featureDeviance": 794.7684580702019, "gain": 0.024677010939944122, "oe": 0.9778729903382388 }, { "feature": "overcrowded_bedrooms", "form": "categorical", "scenario": "counted_routes", "sample": "diagnostic_2025", "dimension": "region", "group": "Yorkshire and The Humber", "rows": 420, "observed": 333.0, "baseExpected": 359.8391784408228, "expected": 362.8229431176378, "baseDeviance": 529.343364257858, "featureDeviance": 526.375386411362, "gain": 0.005606904793558853, "oe": 0.917803039517354 }, { "feature": "overcrowded_bedrooms", "form": "categorical", "scenario": "counted_routes", "sample": "diagnostic_2025", "dimension": "urbanRural", "group": "Rural", "rows": 1051, "observed": 1263.0, "baseExpected": 1467.3145345778942, "expected": 1461.1293602591866, "baseDeviance": 1755.9285516245975, "featureDeviance": 1756.7987569409704, "gain": -0.0004955812783884461, "oe": 0.8643998501104373 }, { "feature": "overcrowded_bedrooms", "form": "categorical", "scenario": "counted_routes", "sample": "diagnostic_2025", "dimension": "urbanRural", "group": "Urban", "rows": 5009, "observed": 4870.0, "baseExpected": 5053.025567855355, "expected": 5043.682014124559, "baseDeviance": 7814.515301568934, "featureDeviance": 7734.428005116099, "gain": 0.01024853024943928, "oe": 0.9655644400978944 }, { "feature": "overcrowded_bedrooms", "form": "categorical", "scenario": "counted_routes", "sample": "diagnostic_2025", "dimension": "betterObserved", "group": "False", "rows": 5679, "observed": 5577.0, "baseExpected": 5940.504438667231, "expected": 5924.290523298487, "baseDeviance": 8944.984461192063, "featureDeviance": 8873.134142859935, "gain": 0.008032469887885418, "oe": 0.941378546184949 }, { "feature": "overcrowded_bedrooms", "form": "categorical", "scenario": "counted_routes", "sample": "diagnostic_2025", "dimension": "betterObserved", "group": "True", "rows": 381, "observed": 556.0, "baseExpected": 579.8356637660173, "expected": 580.5208510852597, "baseDeviance": 625.4593920014668, "featureDeviance": 618.0926191971344, "gain": 0.011778179204822159, "oe": 0.9577606023290655 }, { "feature": "overcrowded_bedrooms", "form": "categorical", "scenario": "counted_routes", "sample": "diagnostic_2025", "dimension": "band", "group": "D1", "rows": 615, "observed": 521.0, "baseExpected": 586.242572645959, "expected": 539.5502431482174, "baseDeviance": 915.2786292727653, "featureDeviance": 901.2120660500818, "gain": 0.015368613199086778, "oe": 0.9656190625733412 }, { "feature": "overcrowded_bedrooms", "form": "categorical", "scenario": "counted_routes", "sample": "diagnostic_2025", "dimension": "band", "group": "D2", "rows": 612, "observed": 530.0, "baseExpected": 571.2468535479635, "expected": 546.2954823222353, "baseDeviance": 853.0490914238517, "featureDeviance": 845.5169170871884, "gain": 0.008829707941064746, "oe": 0.9701709370669418 }, { "feature": "overcrowded_bedrooms", "form": "categorical", "scenario": "counted_routes", "sample": "diagnostic_2025", "dimension": "band", "group": "D3", "rows": 625, "observed": 511.0, "baseExpected": 593.3234241927673, "expected": 535.6781592168388, "baseDeviance": 851.9425268619475, "featureDeviance": 834.4783404335183, "gain": 0.020499254207624773, "oe": 0.9539309960799629 }, { "feature": "overcrowded_bedrooms", "form": "categorical", "scenario": "counted_routes", "sample": "diagnostic_2025", "dimension": "band", "group": "D4", "rows": 587, "observed": 521.0, "baseExpected": 563.9339629499952, "expected": 590.2959120958587, "baseDeviance": 866.5277658400157, "featureDeviance": 870.5823476625351, "gain": -0.00467911356376316, "oe": 0.8826081789219544 }, { "feature": "overcrowded_bedrooms", "form": "categorical", "scenario": "counted_routes", "sample": "diagnostic_2025", "dimension": "band", "group": "D5", "rows": 570, "observed": 468.0, "baseExpected": 504.0753127609146, "expected": 480.6656871854192, "baseDeviance": 743.2332072703796, "featureDeviance": 750.1509493171786, "gain": -0.009307633161609319, "oe": 0.9736496955720217 }, { "feature": "overcrowded_bedrooms", "form": "categorical", "scenario": "counted_routes", "sample": "diagnostic_2025", "dimension": "band", "group": "D6", "rows": 589, "observed": 449.0, "baseExpected": 456.2098560284411, "expected": 457.0021494046001, "baseDeviance": 785.5574581826927, "featureDeviance": 790.0128120374242, "gain": -0.0056715824009085924, "oe": 0.9824899086032185 }, { "feature": "overcrowded_bedrooms", "form": "categorical", "scenario": "counted_routes", "sample": "diagnostic_2025", "dimension": "band", "group": "D7", "rows": 558, "observed": 486.0, "baseExpected": 571.4965544117563, "expected": 550.931469021567, "baseDeviance": 885.5438956940643, "featureDeviance": 865.0184630165168, "gain": 0.023178334555014057, "oe": 0.882142384901551 }, { "feature": "overcrowded_bedrooms", "form": "categorical", "scenario": "counted_routes", "sample": "diagnostic_2025", "dimension": "band", "group": "D8", "rows": 596, "observed": 567.0, "baseExpected": 596.1675560984437, "expected": 623.2207531195241, "baseDeviance": 983.8633502071532, "featureDeviance": 985.376048745798, "gain": -0.0015375087793709774, "oe": 0.9097899855899987 }, { "feature": "overcrowded_bedrooms", "form": "categorical", "scenario": "counted_routes", "sample": "diagnostic_2025", "dimension": "band", "group": "D9", "rows": 630, "observed": 755.0, "baseExpected": 814.0342164422697, "expected": 808.5011718286933, "baseDeviance": 1117.267820263281, "featureDeviance": 1099.458912264592, "gain": 0.015939694740776056, "oe": 0.9338267232097108 }, { "feature": "overcrowded_bedrooms", "form": "categorical", "scenario": "counted_routes", "sample": "diagnostic_2025", "dimension": "band", "group": "D10", "rows": 678, "observed": 1325.0, "baseExpected": 1263.609793354738, "expected": 1372.6703470407924, "baseDeviance": 1568.1801081773792, "featureDeviance": 1549.419905442236, "gain": 0.011963040876055486, "oe": 0.965271816978082 } ], "curves": [ { "form": "linear", "value": 0.0, "referenceValue": 2.457466918714556, "logEffect": -0.09347670733088388, "rr": 0.9107592311925522, "lower95": 0.8926699924377995, "upper95": 0.9292150338079683 }, { "form": "linear", "value": 0.3236245954692557, "referenceValue": 2.457466918714556, "logEffect": -0.08116673018922653, "rr": 0.9220399467332285, "lower95": 0.9061173834263054, "upper95": 0.9382423060432967 }, { "form": "linear", "value": 0.4702194357366771, "referenceValue": 2.457466918714556, "logEffect": -0.07559058066894601, "rr": 0.9271957407196912, "lower95": 0.9122752384023564, "upper95": 0.9423602717906635 }, { "form": "linear", "value": 0.5763688760806917, "referenceValue": 2.457466918714556, "logEffect": -0.07155288636966127, "rr": 0.9309470418835322, "lower95": 0.9167602517760765, "upper95": 0.9453533714105504 }, { "form": "linear", "value": 0.6527415143603132, "referenceValue": 2.457466918714556, "logEffect": -0.06864783698641834, "rr": 0.9336554210963308, "lower95": 0.9200007722490375, "upper95": 0.9475127322030122 }, { "form": "linear", "value": 0.7417480642475416, "referenceValue": 2.457466918714556, "logEffect": -0.06526222102919838, "rr": 0.9368217767962301, "lower95": 0.9237918107078293, "upper95": 0.9500355289003728 }, { "form": "linear", "value": 0.8156274268191892, "referenceValue": 2.457466918714556, "logEffect": -0.062452010441902045, "rr": 0.939458145912982, "lower95": 0.9269504019022634, "upper95": 0.9521346623412071 }, { "form": "linear", "value": 0.8944543828264758, "referenceValue": 2.457466918714556, "logEffect": -0.05945360413972, "rr": 0.9422792504335299, "lower95": 0.9303324290682737, "upper95": 0.9543794863592955 }, { "form": "linear", "value": 0.9641873278236914, "referenceValue": 2.457466918714556, "logEffect": -0.05680111427660723, "rr": 0.9447819543245204, "lower95": 0.933334567521757, "upper95": 0.9563697437965646 }, { "form": "linear", "value": 1.037037037037037, "referenceValue": 2.457466918714556, "logEffect": -0.054030069468061874, "rr": 0.947403618150648, "lower95": 0.9364812361498714, "upper95": 0.9584533902410127 }, { "form": "linear", "value": 1.1066398390342052, "referenceValue": 2.457466918714556, "logEffect": -0.05138252996217833, "rr": 0.9499152299864103, "lower95": 0.9394975674984061, "upper95": 0.960448409209602 }, { "form": "linear", "value": 1.174496644295302, "referenceValue": 2.457466918714556, "logEffect": -0.04880140438221804, "rr": 0.9523702474765571, "lower95": 0.942447586323, "upper95": 0.96239738043926 }, { "form": "linear", "value": 1.25, "referenceValue": 2.457466918714556, "logEffect": -0.045929420621232384, "rr": 0.9551093708379053, "lower95": 0.9457409215171824, "upper95": 0.9645706234207881 }, { "form": "linear", "value": 1.3207547169811322, "referenceValue": 2.457466918714556, "logEffect": -0.04323806476974265, "rr": 0.9576833722551014, "lower95": 0.9488375734032324, "upper95": 0.9666116384960379 }, { "form": "linear", "value": 1.394700139470014, "referenceValue": 2.457466918714556, "logEffect": -0.040425341406586525, "rr": 0.9603808625192803, "lower95": 0.9520847058589758, "upper95": 0.968749309192132 }, { "form": "linear", "value": 1.4736842105263157, "referenceValue": 2.457466918714556, "logEffect": -0.037420958788978935, "rr": 0.9632705527829113, "lower95": 0.9555653732075188, "upper95": 0.9710378628979337 }, { "form": "linear", "value": 1.5536723163841808, "referenceValue": 2.457466918714556, "logEffect": -0.03437838486691026, "rr": 0.9662058377931282, "lower95": 0.9591032549449084, "upper95": 0.9733610184016575 }, { "form": "linear", "value": 1.6304347826086956, "referenceValue": 2.457466918714556, "logEffect": -0.0314585072748167, "rr": 0.9690311633633423, "lower95": 0.9625107826715008, "upper95": 0.9755957153674765 }, { "form": "linear", "value": 1.7241379310344829, "referenceValue": 2.457466918714556, "logEffect": -0.02789424290377835, "rr": 0.9724912092093808, "lower95": 0.9666867295931403, "upper95": 0.9783305418784088 }, { "form": "linear", "value": 1.809954751131222, "referenceValue": 2.457466918714556, "logEffect": -0.024629957344058158, "rr": 0.9756708850821407, "lower95": 0.9705271094530548, "upper95": 0.9808419226263908 }, { "form": "linear", "value": 1.89873417721519, "referenceValue": 2.457466918714556, "logEffect": -0.021252980683311964, "rr": 0.9789712724186765, "lower95": 0.9745161252412669, "upper95": 0.9834467869721186 }, { "form": "linear", "value": 2.0, "referenceValue": 2.457466918714556, "logEffect": -0.017401048595441473, "rr": 0.9827494752949044, "lower95": 0.9790861971957489, "upper95": 0.9864264596504347 }, { "form": "linear", "value": 2.10727969348659, "referenceValue": 2.457466918714556, "logEffect": -0.013320361919977129, "rr": 0.9867679614992958, "lower95": 0.9839510527201034, "upper95": 0.9895929346786921 }, { "form": "linear", "value": 2.217741935483871, "referenceValue": 2.457466918714556, "logEffect": -0.009118618007308624, "rr": 0.9909228305097995, "lower95": 0.9889854884285314, "upper95": 0.9928639676865302 }, { "form": "linear", "value": 2.330664448372671, "referenceValue": 2.457466918714556, "logEffect": -0.004823290730270155, "rr": 0.9951883226573801, "lower95": 0.9941586805544377, "upper95": 0.9962190311523189 }, { "form": "linear", "value": 2.457466918714556, "referenceValue": 2.457466918714556, "logEffect": 0.0, "rr": 1.0, "lower95": 1.0, "upper95": 1.0 }, { "form": "linear", "value": 2.593192868719611, "referenceValue": 2.457466918714556, "logEffect": 0.0051627205270641345, "rr": 1.0051760703325687, "lower95": 1.0040629489575863, "upper95": 1.0062904257329643 }, { "form": "linear", "value": 2.741514360313316, "referenceValue": 2.457466918714556, "logEffect": 0.010804548115871388, "rr": 1.0108631280322784, "lower95": 1.0085218236598472, "upper95": 1.0132098677914667 }, { "form": "linear", "value": 2.8913260219341974, "referenceValue": 2.457466918714556, "logEffect": 0.016503058537901256, "rr": 1.01663998621323, "lower95": 1.0130455970154186, "upper95": 1.0202471286708588 }, { "form": "linear", "value": 3.065693430656934, "referenceValue": 2.457466918714556, "logEffect": 0.023135616278188414, "rr": 1.023405320557175, "lower95": 1.0183364250784834, "upper95": 1.0284994470899083 }, { "form": "linear", "value": 3.242320819112628, "referenceValue": 2.457466918714556, "logEffect": 0.029854138741932303, "rr": 1.030304241520001, "lower95": 1.023724000230128, "upper95": 1.03692677895163 }, { "form": "linear", "value": 3.452969895000335, "referenceValue": 2.457466918714556, "logEffect": 0.03786677234701707, "rr": 1.0385928543723877, "lower95": 1.0301866016841401, "upper95": 1.0470677015115273 }, { "form": "linear", "value": 3.6655612544118727, "referenceValue": 2.457466918714556, "logEffect": 0.04595328620136503, "rr": 1.047025499276182, "lower95": 1.036750155495134, "upper95": 1.0574026831092995 }, { "form": "linear", "value": 3.889789303079417, "referenceValue": 2.457466918714556, "logEffect": 0.05448243445603816, "rr": 1.0559939271430607, "lower95": 1.0437183002049701, "upper95": 1.0684139330928957 }, { "form": "linear", "value": 4.15335463258786, "referenceValue": 2.457466918714556, "logEffect": 0.06450788748712752, "rr": 1.066633991273346, "lower95": 1.0519687986962851, "upper95": 1.0815036270559362 }, { "form": "linear", "value": 4.430379746835443, "referenceValue": 2.457466918714556, "logEffect": 0.07504532151345056, "rr": 1.077933003332699, "lower95": 1.0607109444790335, "upper95": 1.0954346853133843 }, { "form": "linear", "value": 4.761904761904762, "referenceValue": 2.457466918714556, "logEffect": 0.08765581346778853, "rr": 1.0916123390966823, "lower95": 1.0712685025628963, "upper95": 1.1123425135876872 }, { "form": "linear", "value": 5.107854309154849, "referenceValue": 2.457466918714556, "logEffect": 0.10081498331592773, "rr": 1.1060719810609039, "lower95": 1.0823974722648442, "upper95": 1.1302643055218153 }, { "form": "linear", "value": 5.538645785352372, "referenceValue": 2.457466918714556, "logEffect": 0.11720135598059786, "rr": 1.1243458006504197, "lower95": 1.0964175096811501, "upper95": 1.152985489813878 }, { "form": "linear", "value": 5.997485686222635, "referenceValue": 2.457466918714556, "logEffect": 0.13465462983700302, "rr": 1.1441415637481775, "lower95": 1.1115501530800789, "upper95": 1.1776885768660563 }, { "form": "linear", "value": 6.5420560747663545, "referenceValue": 2.457466918714556, "logEffect": 0.15536890535514267, "rr": 1.1680887958436867, "lower95": 1.1297814799196055, "upper95": 1.2076949916656858 }, { "form": "linear", "value": 7.181571815718158, "referenceValue": 2.457466918714556, "logEffect": 0.17969469598743915, "rr": 1.1968519036479022, "lower95": 1.1515735566311296, "upper95": 1.2439105352993522 }, { "form": "linear", "value": 7.911001236093942, "referenceValue": 2.457466918714556, "logEffect": 0.207440607815489, "rr": 1.2305246311238167, "lower95": 1.1769431296289234, "upper95": 1.2865454835356505 }, { "form": "linear", "value": 8.818897637795276, "referenceValue": 2.457466918714556, "logEffect": 0.24197501622697243, "rr": 1.2737623690287385, "lower95": 1.2093019310541089, "upper95": 1.3416587959463933 }, { "form": "linear", "value": 9.84196615141912, "referenceValue": 2.457466918714556, "logEffect": 0.28089032177968437, "rr": 1.3243083481869287, "lower95": 1.2468329924164105, "upper95": 1.406597845697581 }, { "form": "linear", "value": 11.167838501788705, "referenceValue": 2.457466918714556, "logEffect": 0.33132362800642207, "rr": 1.3928104718543293, "lower95": 1.2972105597879573, "upper95": 1.4954557653494431 }, { "form": "linear", "value": 12.880143112701251, "referenceValue": 2.457466918714556, "logEffect": 0.39645597862187576, "rr": 1.4865469966869516, "lower95": 1.3652944695516955, "upper95": 1.6185680251708683 }, { "form": "linear", "value": 14.963503649635038, "referenceValue": 2.457466918714556, "logEffect": 0.47570249123720715, "rr": 1.609144210234377, "lower95": 1.4529690264306498, "upper95": 1.7821061854923208 }, { "form": "linear", "value": 17.639077340569877, "referenceValue": 2.457466918714556, "logEffect": 0.5774755067537507, "rr": 1.781535275278466, "lower95": 1.5738737749808662, "upper95": 2.0165962401273916 }, { "form": "linear", "value": 21.31474103585657, "referenceValue": 2.457466918714556, "logEffect": 0.7172897752081935, "rr": 2.048872773244535, "lower95": 1.7565432677654131, "upper95": 2.3898526828109867 }, { "form": "linear", "value": 41.98473282442748, "referenceValue": 2.457466918714556, "logEffect": 1.503531395894052, "rr": 4.497543666671105, "lower95": 3.2571393772953674, "upper95": 6.210326513693751 }, { "form": "smooth", "value": 0.0, "referenceValue": 2.457466918714556, "logEffect": -0.4314024587399085, "rr": 0.6495974219991518, "lower95": 0.6111830690505314, "upper95": 0.6904262111244053 }, { "form": "smooth", "value": 0.3236245954692557, "referenceValue": 2.457466918714556, "logEffect": -0.37427596335135344, "rr": 0.6877870816090339, "lower95": 0.6558436338200611, "upper95": 0.7212863634475093 }, { "form": "smooth", "value": 0.4702194357366771, "referenceValue": 2.457466918714556, "logEffect": -0.34839891449979793, "rr": 0.7058172593086396, "lower95": 0.6764910137830487, "upper95": 0.7364148131873419 }, { "form": "smooth", "value": 0.5763688760806917, "referenceValue": 2.457466918714556, "logEffect": -0.3296609749418568, "rr": 0.7191675079129474, "lower95": 0.6914537678537461, "upper95": 0.7479920256174175 }, { "form": "smooth", "value": 0.6527415143603132, "referenceValue": 2.457466918714556, "logEffect": -0.3161751606076728, "rr": 0.7289317588548733, "lower95": 0.7021642391963199, "upper95": 0.7567196952032471 }, { "form": "smooth", "value": 0.7417480642475416, "referenceValue": 2.457466918714556, "logEffect": -0.300445719178168, "rr": 0.7404880973698347, "lower95": 0.7145461103730669, "upper95": 0.767371922380372 }, { "form": "smooth", "value": 0.8156274268191892, "referenceValue": 2.457466918714556, "logEffect": -0.28737302785581187, "rr": 0.7502318192663775, "lower95": 0.724730771206893, "upper95": 0.7766301708183703 }, { "form": "smooth", "value": 0.8944543828264758, "referenceValue": 2.457466918714556, "logEffect": -0.2734021025449702, "rr": 0.760786811803022, "lower95": 0.7355181921940309, "upper95": 0.7869235311323467 }, { "form": "smooth", "value": 0.9641873278236914, "referenceValue": 2.457466918714556, "logEffect": -0.26101843989867707, "rr": 0.770266715843927, "lower95": 0.7450241475504547, "upper95": 0.7963645413208686 }, { "form": "smooth", "value": 1.037037037037037, "referenceValue": 2.457466918714556, "logEffect": -0.2480517896949983, "rr": 0.780319529721095, "lower95": 0.7549670500800163, "upper95": 0.806523368668362 }, { "form": "smooth", "value": 1.1066398390342052, "referenceValue": 2.457466918714556, "logEffect": -0.23563042206174611, "rr": 0.7900726133898159, "lower95": 0.7645361022334058, "upper95": 0.8164620775985887 }, { "form": "smooth", "value": 1.174496644295302, "referenceValue": 2.457466918714556, "logEffect": -0.22348575398226353, "rr": 0.7997262847012808, "lower95": 0.7739921020783708, "upper95": 0.8263160938266977 }, { "form": "smooth", "value": 1.25, "referenceValue": 2.457466918714556, "logEffect": -0.2099271350377172, "rr": 0.8106433113125676, "lower95": 0.7847391495194403, "upper95": 0.8374025669271454 }, { "form": "smooth", "value": 1.3207547169811322, "referenceValue": 2.457466918714556, "logEffect": -0.1971731169084378, "rr": 0.8210484836335923, "lower95": 0.7951033067859018, "upper95": 0.8478402827955315 }, { "form": "smooth", "value": 1.394700139470014, "referenceValue": 2.457466918714556, "logEffect": -0.18378922597558314, "rr": 0.83211117276506, "lower95": 0.8063205466980654, "upper95": 0.8587267268283103 }, { "form": "smooth", "value": 1.4736842105263157, "referenceValue": 2.457466918714556, "logEffect": -0.16943837585992233, "rr": 0.8441387722035155, "lower95": 0.818799010012632, "upper95": 0.870262736060545 }, { "form": "smooth", "value": 1.5536723163841808, "referenceValue": 2.457466918714556, "logEffect": -0.15488002850512228, "rr": 0.8565179290561988, "lower95": 0.8319516561215646, "upper95": 0.8818096068403316 }, { "form": "smooth", "value": 1.6304347826086956, "referenceValue": 2.457466918714556, "logEffect": -0.14091917251474068, "rr": 0.8685595123417396, "lower95": 0.8450346085066454, "upper95": 0.8927393255673834 }, { "form": "smooth", "value": 1.7241379310344829, "referenceValue": 2.457466918714556, "logEffect": -0.12393924552747727, "rr": 0.8834335117893782, "lower95": 0.8615622552063406, "upper95": 0.9058599828814435 }, { "form": "smooth", "value": 1.809954751131222, "referenceValue": 2.457466918714556, "logEffect": -0.10849564834133424, "rr": 0.8971827990417782, "lower95": 0.8771697796659959, "upper95": 0.9176524243720977 }, { "form": "smooth", "value": 1.89873417721519, "referenceValue": 2.457466918714556, "logEffect": -0.09267684778544731, "rr": 0.9114880020755355, "lower95": 0.8937070964399925, "upper95": 0.9296226708248319 }, { "form": "smooth", "value": 2.0, "referenceValue": 2.457466918714556, "logEffect": -0.07489318965983445, "rr": 0.9278425842181595, "lower95": 0.9129345203354184, "upper95": 0.9429940942230278 }, { "form": "smooth", "value": 2.10727969348659, "referenceValue": 2.457466918714556, "logEffect": -0.056435680040886595, "rr": 0.9451272730877279, "lower95": 0.9335565847090096, "upper95": 0.9568413709091625 }, { "form": "smooth", "value": 2.217741935483871, "referenceValue": 2.457466918714556, "logEffect": -0.037933894035555, "rr": 0.9627765840622142, "lower95": 0.9548437490218957, "upper95": 0.9707753250393327 }, { "form": "smooth", "value": 2.330664448372671, "referenceValue": 2.457466918714556, "logEffect": -0.0196482099902834, "rr": 0.9805435580675119, "lower95": 0.9764003960971515, "upper95": 0.9847043007262675 }, { "form": "smooth", "value": 2.457466918714556, "referenceValue": 2.457466918714556, "logEffect": 0.0, "rr": 1.0, "lower95": 1.0, "upper95": 1.0 }, { "form": "smooth", "value": 2.593192868719611, "referenceValue": 2.457466918714556, "logEffect": 0.019873042893063485, "rr": 1.0200718264376425, "lower95": 1.0159988539679423, "upper95": 1.0241611267847555 }, { "form": "smooth", "value": 2.741514360313316, "referenceValue": 2.457466918714556, "logEffect": 0.040251988709091385, "rr": 1.0410730798034236, "lower95": 1.0330300853503318, "upper95": 1.0491786956270734 }, { "form": "smooth", "value": 2.8913260219341974, "referenceValue": 2.457466918714556, "logEffect": 0.05949809294424111, "rr": 1.061303737012203, "lower95": 1.0497263889182227, "upper95": 1.0730087707491318 }, { "form": "smooth", "value": 3.065693430656934, "referenceValue": 2.457466918714556, "logEffect": 0.0803179663037792, "rr": 1.083631571227157, "lower95": 1.0684792617332075, "upper95": 1.098998758530366 }, { "form": "smooth", "value": 3.242320819112628, "referenceValue": 2.457466918714556, "logEffect": 0.09980401487219834, "rr": 1.104954342235541, "lower95": 1.0866794525218388, "upper95": 1.1235365641558777 }, { "form": "smooth", "value": 3.452969895000335, "referenceValue": 2.457466918714556, "logEffect": 0.12112524639839045, "rr": 1.1287662774252991, "lower95": 1.1072616957725026, "upper95": 1.1506885083418852 }, { "form": "smooth", "value": 3.6655612544118727, "referenceValue": 2.457466918714556, "logEffect": 0.1407536901535709, "rr": 1.1511410756812832, "lower95": 1.1267094890723617, "upper95": 1.176102437205583 }, { "form": "smooth", "value": 3.889789303079417, "referenceValue": 2.457466918714556, "logEffect": 0.15966566422526568, "rr": 1.1731185899060526, "lower95": 1.1457080485619169, "upper95": 1.20118491592214 }, { "form": "smooth", "value": 4.15335463258786, "referenceValue": 2.457466918714556, "logEffect": 0.17992222186005086, "rr": 1.1971242494033445, "lower95": 1.1660406942516721, "upper95": 1.2290364097706243 }, { "form": "smooth", "value": 4.430379746835443, "referenceValue": 2.457466918714556, "logEffect": 0.19939492400232992, "rr": 1.2206639402107642, "lower95": 1.1852564531779874, "upper95": 1.2571291646931997 }, { "form": "smooth", "value": 4.761904761904762, "referenceValue": 2.457466918714556, "logEffect": 0.2209865452956633, "rr": 1.2473066483089947, "lower95": 1.2059886105832842, "upper95": 1.2900402717429962 }, { "form": "smooth", "value": 5.107854309154849, "referenceValue": 2.457466918714556, "logEffect": 0.2423930961619037, "rr": 1.2742950148536074, "lower95": 1.2261572387558781, "upper95": 1.3243226346144432 }, { "form": "smooth", "value": 5.538645785352372, "referenceValue": 2.457466918714556, "logEffect": 0.2679088973254694, "rr": 1.3072280426190688, "lower95": 1.2501383736545066, "upper95": 1.3669248072229365 }, { "form": "smooth", "value": 5.997485686222635, "referenceValue": 2.457466918714556, "logEffect": 0.2937496051504469, "rr": 1.3414479699480717, "lower95": 1.2746505346957187, "upper95": 1.4117458919886385 }, { "form": "smooth", "value": 6.5420560747663545, "referenceValue": 2.457466918714556, "logEffect": 0.32270920474473275, "rr": 1.3808637438908589, "lower95": 1.30264051217582, "upper95": 1.4637842607914506 }, { "form": "smooth", "value": 7.181571815718158, "referenceValue": 2.457466918714556, "logEffect": 0.3544757732655973, "rr": 1.4254332081871477, "lower95": 1.334199845802962, "upper95": 1.5229051610179654 }, { "form": "smooth", "value": 7.911001236093942, "referenceValue": 2.457466918714556, "logEffect": 0.38794638044237084, "rr": 1.4739507495820978, "lower95": 1.3686321273877524, "upper95": 1.5873738228988101 }, { "form": "smooth", "value": 8.818897637795276, "referenceValue": 2.457466918714556, "logEffect": 0.42583833044534525, "rr": 1.530873259527817, "lower95": 1.4093091273016933, "upper95": 1.6629232659724555 }, { "form": "smooth", "value": 9.84196615141912, "referenceValue": 2.457466918714556, "logEffect": 0.4640645184816985, "rr": 1.5905255854255962, "lower95": 1.452393893921674, "upper95": 1.7417944598091677 }, { "form": "smooth", "value": 11.167838501788705, "referenceValue": 2.457466918714556, "logEffect": 0.5075854866273577, "rr": 1.661275177401452, "lower95": 1.5041457179661823, "upper95": 1.8348190485040992 }, { "form": "smooth", "value": 12.880143112701251, "referenceValue": 2.457466918714556, "logEffect": 0.5558854699243834, "rr": 1.7434841042182478, "lower95": 1.5648493081220818, "upper95": 1.9425108896329342 }, { "form": "smooth", "value": 14.963503649635038, "referenceValue": 2.457466918714556, "logEffect": 0.6067551893859663, "rr": 1.8344692257368667, "lower95": 1.6314576147426283, "upper95": 2.0627427337157704 }, { "form": "smooth", "value": 17.639077340569877, "referenceValue": 2.457466918714556, "logEffect": 0.6674938966214792, "rr": 1.9493459316075996, "lower95": 1.7120018501900656, "upper95": 2.219594307478834 }, { "form": "smooth", "value": 21.31474103585657, "referenceValue": 2.457466918714556, "logEffect": 0.7506197320479487, "rr": 2.118312395988253, "lower95": 1.8229617311783661, "upper95": 2.4615148690460593 }, { "form": "smooth", "value": 41.98473282442748, "referenceValue": 2.457466918714556, "logEffect": 1.2180755381619353, "rr": 3.3806754883832104, "lower95": 2.521889558558695, "upper95": 4.531906133227704 } ], "pvalue": 9.948212662967287e-74, "eligibleRows": 135903, "developmentRows": 66216, "developmentClusters": 162, "missingFeatureEligibleRows": 0, "zeroCollisionRows": 32000, "incrementalDf": 9, "qvalue": 2.5322723142098548e-73, "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": 0.036050671628615194, "spatialGain": 0.10280801969854714, "meanGain": 0.06942934566358117, "positiveRegions": 10, "bestDevelopmentForm": "smooth", "bestDevelopmentMeanGain": 0.07060578871010104, "sensitivityGains": { "benchmark": 0.038467714321128055, "length": 0.03507112752100283, "counted_routes": 0.0036359764751299206 } }