UK Best Places to Live project

[Enters Laughing]

A project I have been working on in recent times. It is in two parts because otherwise I would exceed the 100,000 character limit on posts. I will give an explanation periodically.

The places are parliamentary constituencies because my full project takes into account demographic data on political inclinations.

If you don't consider one of the factors useful, you could omit it (or give it a different weight) and calculate your own Overall scores.

The E, O, A, C, N columns represent the average Big Five scores of people in that area. The source data had the scores normalized so that the average score for the whole country (with the exception of Northern Ireland, which was not included) was 50, although I didn't bother to maintain that. Those columns are not relevant to the Overall Score, with the exception of Neuroticism - I just included them because I think they'd be of general interest.

The Overall Score is based on five factors. All the scores for a factor were calibrated so that the average = 1. A score reflects how well a place does relative to this.
House Factor = Median house prices. In some cases where there was no data, I took into account median salaries. I guess my intention is to use it as a proxy for cost of living.
Crime Factor = Based on the crime rate per capita. For Scotland where I had no directly comparable data, I put a speculative figure.
History Factor = This takes into account the number of listed buildings. For example, half the score was based on the number of Grade I buildings, and half the score was based on the number of Grade II* buildings (because there are far more Grade II* buildings to Grade I, a Grade I building is worth about 2 Grade II* buildings). Because Scotland and Northern Ireland have different classification systems to England & Wales, I had to give a rough approximation of relative scores. The scores for S and NI can thus only really be said to be absolute within themselves. The score for each Parliamentary constituency was divided by their land area and multiplied by the percentage of land that is built on. This means that this factor takes into account both buildings that are historically interesting and the proportion of land that is not built on (generally land that is classified as natural or as farmland), which I think is a nice consideration when deciding where to live). The final score is actually based on rank rather than absolute score, otherwise 1st place would score more than 4000 times higher than 648th place, which would completely skew the Overall Score when taking all five factors into account.
Age Factor: This takes into account the proportion of people aged 20 to 29 relative to all those who live in the place. I chose this range because that is likely to be the range of most interest to the demographics of this forum.
Low N Factor: This simply takes into account levels of neuroticism in the local population.
Overall Score: This multiples all of the factors together. The final scores have been adjusted so that the average score is 1.

I may get round to describing flaws in the data and perhaps describing other factors I did not include.

Parliamentary constituency	E	O	A	C	N	House Factor	Crime Factor	History Factor	Age Factor	Low N Factor	Overall Score	Rank
Perth and North Perthshire	60.9	54.1	65.5	58.7	27.5	0.98	1.41	1.47	n/a	1.49	3.45	1
Arfon	42.0	55.9	45.9	30.4	52.5	1.34	0.86	1.74	1.46	0.97	3.27	2
City of Durham	46.0	51.8	57.3	46.1	55.4	1.36	0.83	1.75	1.55	0.91	3.18	3
Argyll and Bute	44.3	58.4	80.0	55.1	39.9	1.16	1.43	1.36	n/a	1.23	3.15	4
Newcastle upon Tyne East	49.3	60.4	40.5	31.2	52.7	1.35	0.57	1.32	2.66	0.97	2.98	5
Berwickshire, Roxburgh and Selkirk	46.7	49.7	57.5	45.6	49.5	1.10	1.34	1.58	n/a	1.03	2.73	6
Richmond (Yorks)	57.5	46.3	58.4	59.5	51.5	1.01	1.50	1.67	0.92	0.99	2.62	7
Fermanagh and South Tyrone	n/a	n/a	n/a	n/a	n/a	1.22	1.32	1.43	n/a	n/a	2.61	8
York Central	53.3	57.0	48.6	39.7	50.7	0.96	0.69	1.78	1.93	1.01	2.61	9
Orkney and Shetland	27.9	59.0	65.2	53.0	29.9	0.91	1.23	1.42	n/a	1.44	2.59	10
Penrith and The Border	44.8	47.4	53.3	55.0	49.2	1.10	1.81	1.60	0.68	1.04	2.56	11
Na h-Eileanan an Iar	45.1	60.4	64.8	61.2	23.9	1.12	1.40	0.91	n/a	1.56	2.54	12
Cardiff Central	57.4	56.2	49.5	34.0	47.9	1.09	0.47	1.49	2.67	1.07	2.45	13
Liverpool, Riverside	45.8	61.4	43.2	29.6	62.5	1.55	0.45	1.56	2.56	0.77	2.44	14
Banff and Buchan	50.0	44.3	61.3	55.2	39.2	1.09	1.16	1.34	n/a	1.25	2.42	15
Tiverton and Honiton	44.5	52.5	65.4	63.6	34.9	0.86	1.70	1.64	0.66	1.33	2.40	16
Torridge and West Devon	44.4	50.7	57.9	65.6	44.0	0.94	1.71	1.74	0.66	1.15	2.40	17
Moray	39.5	49.5	65.1	65.5	36.0	1.08	1.36	1.09	n/a	1.31	2.40	18
Sleaford and North Hykeham	41.0	38.4	50.8	62.9	49.5	1.06	1.99	1.39	0.70	1.03	2.40	19
Ynys Môn	46.4	42.9	60.0	40.8	47.2	1.20	1.26	1.61	0.79	1.08	2.39	20
Angus	49.2	34.6	70.3	55.4	41.4	1.06	1.22	1.34	n/a	1.20	2.39	21
Sheffield Central	50.9	49.7	40.1	36.4	62.4	1.34	0.51	1.35	2.95	0.77	2.38	22
Gainsborough	28.4	49.0	42.0	53.8	44.5	1.19	1.29	1.62	0.74	1.14	2.36	23
Dwyfor Meirionnydd	42.0	55.9	45.9	30.4	52.5	1.26	1.57	1.33	0.81	0.97	2.36	24
Mid Ulster	n/a	n/a	n/a	n/a	n/a	1.12	1.83	1.01	n/a	n/a	2.36	25
Aberconwy	45.4	56.2	55.2	47.8	37.8	1.23	1.08	1.55	0.78	1.27	2.34	26
North Dorset	55.7	51.0	51.8	62.4	29.1	0.71	1.74	1.59	0.71	1.45	2.32	27
Clwyd South	46.5	48.7	56.7	45.2	46.8	1.39	1.06	1.38	0.92	1.09	2.30	28
Mid Norfolk	53.7	48.5	58.6	68.8	42.3	0.87	1.53	1.69	0.75	1.18	2.28	29
South Norfolk	49.3	53.7	53.4	67.0	46.7	0.80	1.90	1.70	0.69	1.09	2.24	30
Broadland	43.3	43.2	53.5	63.7	46.8	0.81	2.08	1.55	0.69	1.09	2.22	31
Central Devon	47.9	53.2	55.0	61.2	41.6	0.80	1.86	1.68	0.65	1.20	2.21	32
Lincoln	44.4	46.0	55.3	54.8	54.7	1.34	0.66	1.52	1.55	0.93	2.21	33
Swansea West	53.1	55.2	51.5	37.4	47.3	1.34	0.64	1.17	1.78	1.08	2.20	34
Plymouth, Sutton and Devonport	52.9	47.4	53.1	45.2	55.1	1.26	0.55	1.63	1.85	0.92	2.19	35
North Down	n/a	n/a	n/a	n/a	n/a	1.04	1.22	1.50	n/a	n/a	2.19	36
Witney	55.0	56.0	57.7	63.1	44.8	0.60	2.23	1.61	0.79	1.13	2.18	37
Grantham and Stamford	46.0	42.5	50.6	56.0	43.0	1.01	1.23	1.69	0.78	1.17	2.17	38
Coventry South	40.0	50.2	43.8	38.0	57.6	1.06	0.89	1.17	1.98	0.87	2.16	39
South Derbyshire	50.8	38.1	56.2	69.4	47.6	1.03	1.42	1.44	0.84	1.07	2.16	40
Devizes	50.8	46.7	50.5	55.1	44.5	0.73	1.53	1.52	0.98	1.14	2.15	41
Llanelli	46.3	54.3	56.5	49.4	56.9	1.68	0.85	1.67	0.90	0.88	2.15	42
South West Devon	52.7	51.4	56.3	53.6	48.5	0.91	2.06	1.31	0.72	1.06	2.13	43
Pendle	47.3	41.7	51.9	50.5	37.3	1.91	0.80	1.05	0.91	1.28	2.13	44
Dumfries and Galloway	32.7	54.7	65.2	45.1	51.1	1.19	1.27	1.23	n/a	1.00	2.11	45
Stafford	49.8	41.8	54.1	50.2	42.4	1.08	1.04	1.40	0.99	1.18	2.10	46
Rutland and Melton	52.7	51.4	45.8	56.8	50.2	0.87	1.75	1.59	0.74	1.02	2.08	47
Bath	49.6	59.6	46.0	40.2	47.5	0.55	0.94	1.78	1.85	1.08	2.08	48
Beverley and Holderness	47.8	43.6	49.3	63.9	47.0	1.18	1.47	1.41	0.67	1.09	2.05	49
Forest of Dean	33.8	52.5	64.5	63.5	49.6	0.97	1.53	1.50	0.76	1.03	2.00	50
Leeds Central	56.0	53.3	43.9	38.6	52.3	1.69	0.36	1.30	2.26	0.98	1.98	51
Vale of Clwyd	54.3	56.7	70.6	54.6	47.7	1.49	0.71	1.72	0.88	1.07	1.96	52
South West Norfolk	47.8	45.3	59.9	61.3	50.6	0.99	1.37	1.46	0.86	1.01	1.95	53
Loughborough	55.0	48.2	54.1	53.1	49.1	1.06	0.98	0.99	1.59	1.04	1.94	54
Workington	55.0	51.1	44.8	46.3	48.3	1.36	1.06	1.39	0.80	1.06	1.94	55
Wantage	52.2	53.0	50.6	52.8	39.5	0.60	1.98	1.44	0.80	1.24	1.91	56
Ochil and South Perthshire	63.9	50.6	66.4	49.4	39.0	1.01	1.16	1.14	n/a	1.25	1.91	57
South East Cornwall	48.9	57.6	54.5	49.7	49.2	1.01	1.57	1.57	0.64	1.04	1.90	58
Nottingham South	55.2	54.4	43.0	32.2	54.6	1.26	0.53	1.10	2.45	0.93	1.90	59
Monmouth	44.2	47.5	57.6	53.0	44.9	0.87	1.41	1.70	0.71	1.13	1.90	60
Alyn and Deeside	43.9	50.7	63.2	50.2	45.6	1.26	1.17	1.07	0.95	1.11	1.89	61
Derbyshire Dales	45.6	59.5	57.7	55.5	46.1	0.79	1.91	1.57	0.63	1.11	1.89	62
West Aberdeenshire and Kincardine	50.0	44.3	61.3	55.2	39.2	0.85	1.44	1.09	n/a	1.25	1.89	63
Louth and Horncastle	30.0	45.7	51.5	57.3	58.1	1.21	1.44	1.62	0.68	0.86	1.88	64
Bury St Edmunds	53.5	42.5	58.6	61.7	45.7	0.77	1.26	1.76	0.86	1.11	1.88	65
Thirsk and Malton	41.8	51.4	49.3	59.1	58.3	0.98	1.67	1.70	0.69	0.85	1.86	66
North Shropshire	51.7	55.3	50.2	55.5	49.9	1.06	1.19	1.53	0.82	1.03	1.86	67
Carmarthen West and South Pembrokeshire	47.0	55.0	53.0	47.6	54.3	1.20	1.03	1.64	0.85	0.94	1.85	68
North Durham	46.0	51.8	57.3	46.1	55.4	1.80	0.79	1.37	0.90	0.91	1.84	69
Exeter	53.8	53.9	46.7	41.3	61.5	0.85	0.83	1.54	1.87	0.79	1.82	70
Oxford East	46.1	75.6	42.2	35.9	52.5	0.55	0.80	1.77	2.13	0.97	1.82	71
East Antrim	n/a	n/a	n/a	n/a	n/a	1.00	1.50	1.07	n/a	n/a	1.82	72
Carmarthen East and Dinefwr	46.3	54.3	56.5	49.4	56.9	1.39	1.64	1.06	0.74	0.88	1.81	73
Bradford West	50.6	48.8	46.7	45.7	51.2	1.93	0.49	1.26	1.31	1.00	1.80	74
Montgomeryshire	38.8	62.5	46.8	46.3	64.9	1.23	1.30	1.74	0.79	0.72	1.79	75
Skipton and Ripon	61.4	55.6	59.9	59.6	41.0	0.92	1.55	1.49	0.61	1.21	1.79	76
Newry and Armagh	n/a	n/a	n/a	n/a	n/a	1.02	1.21	1.27	n/a	n/a	1.79	77
Carlisle	35.1	48.9	56.5	41.6	59.9	1.55	0.73	1.73	0.98	0.82	1.79	78
East Yorkshire	47.8	43.6	49.3	63.9	47.0	1.18	1.25	1.42	0.68	1.09	1.76	79
Canterbury	42.5	62.9	45.9	51.9	46.9	0.65	0.75	1.63	1.77	1.09	1.76	80
Preseli Pembrokeshire	47.4	55.4	50.6	46.3	52.5	1.30	1.19	1.23	0.83	0.97	1.75	81
Chippenham	50.8	46.7	50.5	55.1	44.5	0.80	1.33	1.76	0.71	1.14	1.74	82
Truro and Falmouth	48.9	57.6	54.5	49.7	49.2	0.77	1.24	1.45	1.05	1.04	1.74	83
Inverness, Nairn, Badenoch and Strathspey	33.2	47.3	60.0	44.9	48.7	1.00	1.19	1.22	n/a	1.05	1.73	84
Stirling	47.4	65.0	54.0	50.4	46.0	0.90	1.18	1.28	n/a	1.11	1.72	85
Ceredigion	38.2	55.6	37.5	28.6	76.1	1.09	1.24	1.72	1.33	0.49	1.71	86
City of Chester	46.6	47.5	55.1	49.6	45.5	0.94	0.70	1.75	1.15	1.12	1.69	87
Central Suffolk and North Ipswich	50.2	48.6	58.1	58.2	45.2	0.77	1.57	1.70	0.64	1.12	1.69	88
South Staffordshire	60.2	40.2	59.2	44.9	46.9	0.96	1.56	1.06	0.86	1.09	1.69	89
Bridgwater and West Somerset	49.0	50.6	57.8	56.5	48.0	0.99	1.03	1.68	0.81	1.06	1.67	90
Buckingham	57.9	48.8	54.4	59.5	43.0	0.52	2.32	1.56	0.67	1.17	1.67	91
East Londonderry	n/a	n/a	n/a	n/a	n/a	1.17	1.21	1.03	n/a	n/a	1.67	92
South Suffolk	44.8	51.1	64.5	50.9	44.6	0.72	1.52	1.76	0.67	1.14	1.67	93
Staffordshire Moorlands	46.2	56.6	38.7	51.9	56.6	1.23	1.45	1.28	0.72	0.89	1.67	94
Delyn	43.9	50.7	63.2	50.2	45.6	1.26	1.09	1.18	0.81	1.11	1.67	95
Norwich South	50.9	61.5	43.5	37.4	58.0	0.98	0.56	1.71	1.79	0.86	1.67	96
North Wiltshire	50.8	46.7	50.5	55.1	44.5	0.69	1.77	1.51	0.69	1.14	1.66	97
Oxford West and Abingdon	49.0	60.3	47.8	48.1	44.1	0.54	1.58	1.40	1.06	1.15	1.66	98
East Devon	49.4	54.4	61.2	60.3	42.3	0.72	1.49	1.57	0.73	1.18	1.66	99
Ribble Valley	44.6	50.4	49.9	38.5	52.6	1.10	1.28	1.37	0.77	0.97	1.65	100
Ludlow	51.7	55.3	50.2	55.5	49.9	0.89	1.44	1.68	0.65	1.03	1.65	101
Colchester	50.3	45.8	56.3	46.0	45.6	0.84	0.66	1.69	1.38	1.11	1.64	102
South West Wiltshire	50.8	46.7	50.5	55.1	44.5	0.88	1.13	1.67	0.75	1.14	1.64	103
Birmingham, Ladywood	52.2	52.8	47.2	40.9	51.5	1.22	0.42	1.38	2.05	0.99	1.64	104
Taunton Deane	48.1	50.8	52.3	59.9	39.1	0.92	0.93	1.61	0.83	1.25	1.63	105
Foyle	n/a	n/a	n/a	n/a	n/a	1.14	0.88	1.43	n/a	n/a	1.63	106
Huntingdon	49.0	40.2	45.2	61.4	40.4	0.74	1.15	1.55	0.88	1.22	1.63	107
North Devon	49.9	53.0	61.9	63.3	45.7	0.86	1.17	1.67	0.77	1.11	1.63	108
West Suffolk	52.1	46.4	58.0	57.8	46.8	0.87	1.19	1.29	0.98	1.09	1.63	109
Stroud	46.1	55.1	66.1	54.3	46.5	0.78	1.36	1.68	0.73	1.10	1.63	110
Rhondda	44.2	49.8	47.1	37.9	62.1	2.92	0.94	0.64	1.05	0.78	1.63	111
South Holland and The Deepings	44.3	38.2	46.4	57.4	61.8	1.12	1.45	1.43	0.78	0.78	1.62	112
Burton	48.3	43.6	55.4	59.6	49.5	1.22	0.97	1.23	0.94	1.03	1.62	113
Preston	41.8	47.4	35.7	36.5	62.8	2.01	0.40	1.42	1.62	0.76	1.61	114
Yeovil	49.2	48.1	54.6	58.1	57.0	1.01	1.12	1.66	0.86	0.88	1.60	115
Crewe and Nantwich	55.6	48.6	52.8	55.8	43.1	1.22	0.76	1.36	0.96	1.17	1.60	116
Portsmouth South	52.9	56.1	39.9	37.2	51.1	1.01	0.47	1.48	2.00	1.00	1.59	117
Totnes	55.9	57.6	58.1	64.9	37.6	0.76	1.45	1.60	0.62	1.28	1.59	118
Lagan Valley	n/a	n/a	n/a	n/a	n/a	1.01	1.33	1.04	n/a	n/a	1.59	119
Newark	55.2	46.7	51.1	54.7	45.1	1.02	1.08	1.43	0.79	1.12	1.58	120
Berwick-upon-Tweed	43.4	47.3	52.1	51.0	52.0	1.12	1.11	1.58	0.72	0.98	1.58	121
Newton Abbot	52.3	51.4	52.4	59.2	45.7	0.85	1.18	1.66	0.75	1.11	1.58	122
Clwyd West	47.2	56.3	58.3	49.2	39.8	1.27	1.01	1.24	0.71	1.23	1.58	123
North Norfolk	44.9	54.7	47.1	53.5	57.2	0.80	1.85	1.66	0.64	0.88	1.58	124
Copeland	36.6	54.9	32.0	28.8	58.6	1.44	1.27	1.09	0.81	0.85	1.57	125
North Cornwall	48.9	57.6	54.5	49.7	49.2	0.87	1.43	1.46	0.72	1.04	1.56	126
Lancaster and Fleetwood	42.7	50.2	48.0	47.4	56.6	1.35	0.74	0.98	1.57	0.89	1.56	127
Warwick and Leamington	54.6	55.8	58.1	52.0	41.1	0.73	0.76	1.53	1.34	1.21	1.56	128
Stone	46.2	46.7	47.9	51.5	48.7	0.96	1.70	1.10	0.72	1.05	1.55	129
Leicester South	46.7	54.3	50.2	34.2	57.8	1.25	0.54	1.19	1.95	0.86	1.55	130
The Cotswolds	62.8	59.9	54.5	57.9	39.9	0.57	1.69	1.69	0.67	1.23	1.54	131
Tewkesbury	43.3	43.2	48.8	57.7	50.9	0.80	1.42	1.53	0.77	1.01	1.54	132
North Herefordshire	35.7	57.3	48.7	54.3	51.2	0.81	1.41	1.71	0.69	1.00	1.54	133
Strangford	n/a	n/a	n/a	n/a	n/a	1.05	1.39	0.92	n/a	n/a	1.54	134
Rushcliffe	55.8	54.5	50.3	52.7	49.6	0.76	1.74	1.19	0.83	1.03	1.53	135
Hereford and South Herefordshire	35.7	57.3	48.7	54.3	51.2	1.02	0.85	1.72	0.90	1.00	1.53	136
Bristol West	56.3	64.4	40.0	31.7	52.4	0.66	0.47	1.73	2.59	0.98	1.52	137
Ross, Skye and Lochaber	33.2	47.3	60.0	44.9	48.7	1.09	1.29	0.90	n/a	1.05	1.52	138
Brecon and Radnorshire	38.8	62.5	46.8	46.3	64.9	1.12	1.37	1.75	0.70	0.72	1.52	139
North East Somerset	49.6	59.6	46.0	40.2	47.5	0.71	1.59	1.25	0.88	1.08	1.51	140
St Austell and Newquay	48.9	57.6	54.5	49.7	49.2	0.98	1.12	1.50	0.77	1.04	1.51	141
Easington	46.0	51.8	57.3	46.1	55.4	2.51	0.57	1.04	0.96	0.91	1.51	142
East Lothian	54.7	51.9	53.5	49.7	55.5	0.91	1.09	1.48	n/a	0.91	1.51	143
Wansbeck	43.4	47.3	52.1	51.0	52.0	1.52	0.62	1.75	0.81	0.98	1.50	144
South Northamptonshire	60.1	48.4	50.8	53.7	37.8	0.71	1.42	1.42	0.72	1.27	1.50	145
Thornbury and Yate	46.5	37.9	47.9	55.5	46.0	0.71	1.69	1.27	0.78	1.11	1.49	146
Chichester	63.6	66.3	52.6	60.3	31.6	0.56	1.29	1.65	0.79	1.40	1.49	147
Vale of Glamorgan	52.1	52.9	59.1	49.8	45.2	0.98	1.08	1.29	0.85	1.12	1.49	148
Westmorland and Lonsdale	54.5	50.5	51.8	46.7	53.3	0.84	1.59	1.59	0.64	0.96	1.49	149
Edinburgh North and Leith	51.1	64.9	48.9	36.9	49.4	0.91	0.78	1.78	n/a	1.04	1.48	150
North East Derbyshire	44.4	41.6	58.4	49.6	46.8	1.10	1.49	0.92	0.79	1.09	1.48	151
Bridgend	46.8	43.5	59.0	49.1	57.2	1.22	1.04	1.30	0.90	0.88	1.47	152
Dumfriesshire, Clydesdale and Tweeddale	39.0	52.2	63.0	46.0	50.6	1.06	1.34	0.89	n/a	1.01	1.47	153
Aberavon	63.9	45.9	53.5	39.3	55.5	1.92	0.96	0.81	0.94	0.91	1.46	154
Haltemprice and Howden	47.8	43.6	49.3	63.9	47.0	1.03	1.75	1.01	0.65	1.09	1.46	155
Erewash	51.7	41.5	60.9	57.1	48.5	1.44	0.89	0.97	0.97	1.06	1.45	156
St Ives	49.2	57.8	55.4	50.4	48.4	0.85	1.31	1.58	0.69	1.06	1.45	157
Bassetlaw	56.2	51.9	52.8	61.2	43.2	1.38	0.80	1.18	0.84	1.16	1.45	158
Huddersfield	44.7	49.0	54.3	49.5	53.2	1.55	0.62	1.00	1.37	0.96	1.45	159
Darlington	45.6	48.6	58.9	51.4	44.1	1.56	0.54	1.47	0.89	1.15	1.45	160
Derby North	48.7	47.8	41.1	52.0	57.8	1.34	0.84	0.99	1.31	0.86	1.45	161
Shrewsbury and Atcham	51.7	55.3	50.2	55.5	49.9	0.96	0.88	1.74	0.84	1.03	1.44	162
Bexhill and Battle	53.1	55.1	67.1	67.3	38.1	0.71	1.50	1.44	0.64	1.27	1.43	163
Weston-Super-Mare	51.4	40.7	55.5	59.6	38.0	0.98	0.95	1.26	0.83	1.27	1.41	164
Brigg and Goole	47.7	40.9	53.8	57.7	56.5	1.34	1.38	0.94	0.80	0.89	1.41	165
Somerton and Frome	48.1	54.7	49.1	51.7	57.5	0.77	1.71	1.65	0.65	0.87	1.40	166
North West Cambridgeshire	51.1	45.0	42.0	52.3	44.9	0.94	1.03	1.28	0.88	1.13	1.40	167
Edinburgh East	51.1	64.9	48.9	36.9	49.4	0.97	0.69	1.77	n/a	1.04	1.40	168
Lichfield	39.0	45.1	57.3	57.0	51.2	0.88	1.47	1.30	0.72	1.00	1.38	169
Kingswood	46.5	37.9	47.9	55.5	46.0	0.82	1.16	1.22	0.94	1.11	1.37	170
Corby	38.9	39.8	53.4	45.5	48.8	1.02	0.98	1.39	0.83	1.05	1.37	171
Wealden	61.8	48.3	57.0	58.8	39.3	0.60	1.67	1.40	0.69	1.24	1.37	172
Central Ayrshire	44.8	49.9	50.7	53.4	48.1	0.97	1.01	1.15	n/a	1.06	1.37	173
Gordon	46.8	45.4	53.0	47.1	45.7	0.92	1.17	1.00	n/a	1.11	1.37	174
Leeds North West	56.0	53.3	43.9	38.6	52.3	0.88	1.03	0.62	2.12	0.98	1.34	175
Halifax	39.3	54.0	49.3	43.8	59.7	1.66	0.59	1.48	0.97	0.83	1.34	176
Camborne and Redruth	48.9	57.6	54.5	49.7	49.2	1.06	1.21	1.06	0.83	1.04	1.33	177
West Dorset	49.4	56.0	50.2	52.2	43.6	0.71	1.31	1.77	0.61	1.16	1.33	178
Swansea East	53.1	55.2	51.5	37.4	47.3	1.70	0.81	0.73	1.08	1.08	1.32	179
Wycombe	66.9	44.0	43.4	51.5	37.3	0.59	1.22	1.22	1.02	1.28	1.32	180
Morecambe and Lunesdale	37.8	57.5	51.9	38.3	57.5	1.41	0.73	1.49	0.86	0.87	1.32	181
Newcastle upon Tyne Central	49.3	60.4	40.5	31.2	52.7	1.41	0.30	1.73	1.63	0.97	1.32	182
Scarborough and Whitby	30.0	53.0	46.5	49.6	47.7	1.26	0.70	1.51	0.80	1.07	1.31	183
Bosworth	45.0	44.7	47.1	59.7	48.5	1.04	1.26	1.02	0.81	1.06	1.31	184
Birmingham, Perry Barr	52.2	52.8	47.2	40.9	51.5	1.42	0.98	0.68	1.23	0.99	1.30	185
Blyth Valley	43.4	47.3	52.1	51.0	52.0	1.53	0.61	1.45	0.85	0.98	1.29	186
Wells	46.1	57.4	44.9	48.6	57.1	0.86	1.28	1.66	0.71	0.88	1.29	187
Amber Valley	41.0	48.5	49.4	60.2	48.4	1.39	1.01	0.89	0.86	1.06	1.29	188
Winchester	57.7	50.6	55.8	56.4	41.2	0.47	1.28	1.71	0.92	1.21	1.29	189
North West Leicestershire	43.5	41.8	46.2	55.1	45.7	1.03	1.23	0.94	0.84	1.11	1.28	190
Selby and Ainsty	41.2	47.2	60.4	67.4	52.0	0.96	1.27	1.25	0.75	0.98	1.28	191
Gloucester	49.7	40.1	54.7	51.6	47.0	1.09	0.65	1.43	1.02	1.09	1.28	192
Mid Derbyshire	46.9	46.7	48.0	55.7	52.8	1.02	1.60	0.94	0.74	0.97	1.27	193
Pontypridd	44.2	49.8	47.1	37.9	62.1	1.36	1.02	0.96	1.08	0.78	1.26	194
Hexham	43.4	47.3	52.1	51.0	52.0	0.91	1.39	1.40	0.64	0.98	1.26	195
Romsey and Southampton North	48.8	48.9	50.9	55.0	51.0	0.60	1.30	1.30	1.09	1.00	1.26	196
Manchester Central	58.6	65.3	43.8	22.4	54.5	1.24	0.27	1.38	2.55	0.93	1.26	197
Midlothian	51.3	47.7	51.5	47.1	51.5	1.00	0.96	1.16	n/a	0.99	1.25	198
South Down	n/a	n/a	n/a	n/a	n/a	1.07	1.42	0.72	n/a	n/a	1.25	199
Suffolk Coastal	40.1	50.5	62.1	55.8	51.1	0.74	1.42	1.64	0.63	1.00	1.25	200
Braintree	45.5	50.3	40.5	53.2	52.1	0.74	1.14	1.65	0.79	0.98	1.24	201
Aylesbury	58.6	48.4	53.5	58.9	42.6	0.66	1.27	1.17	0.94	1.18	1.24	202
Bishop Auckland	46.0	51.8	57.3	46.1	55.4	1.68	0.71	1.18	0.84	0.91	1.24	203
Chorley	56.3	45.0	40.2	55.8	50.9	1.24	0.97	1.04	0.86	1.01	1.23	204
Guildford	55.7	51.3	46.0	49.2	38.7	0.45	1.01	1.32	1.43	1.26	1.22	205
Gower	53.1	55.2	51.5	37.4	47.3	1.22	1.66	0.64	0.77	1.08	1.22	206
Islwyn	38.5	38.9	53.2	58.3	50.2	1.73	0.99	0.65	0.94	1.02	1.22	207
Caithness, Sutherland and Easter Ross	33.2	47.3	60.0	44.9	48.7	0.94	1.21	0.89	n/a	1.05	1.22	208
North East Fife	38.9	52.0	55.8	45.6	56.2	1.04	1.10	1.03	n/a	0.90	1.22	209
Mid Worcestershire	55.8	43.3	52.7	66.6	41.4	0.78	1.01	1.54	0.74	1.20	1.21	210
Harborough	38.0	50.3	50.2	56.1	56.1	0.91	1.40	1.14	0.81	0.90	1.21	211
Salisbury	50.8	46.7	50.5	55.1	44.5	0.71	1.08	1.72	0.71	1.14	1.21	212
Edinburgh West	51.1	64.9	48.9	36.9	49.4	0.97	1.01	1.04	n/a	1.04	1.20	213
Bedford	48.7	48.4	42.8	54.5	41.4	0.82	0.67	1.56	1.02	1.20	1.20	214
Congleton	55.6	48.6	52.8	55.8	43.1	0.94	1.21	1.17	0.68	1.17	1.20	215
Birkenhead	50.4	47.9	54.8	43.6	48.8	1.64	0.60	1.07	0.95	1.05	1.20	216
Harrogate and Knaresborough	56.8	50.7	61.2	61.8	32.4	0.76	0.98	1.60	0.64	1.39	1.19	217
North Somerset	51.4	40.7	55.5	59.6	38.0	0.62	1.85	1.15	0.62	1.27	1.19	218
Harwich and North Essex	46.6	47.4	55.1	52.9	50.2	0.76	1.24	1.32	0.82	1.02	1.19	219
Great Yarmouth	52.2	34.8	56.4	48.8	47.3	1.18	0.74	1.23	0.89	1.08	1.18	220
Cheltenham	58.5	56.1	51.5	52.5	42.3	0.77	0.76	1.33	1.11	1.18	1.18	221
Birmingham, Edgbaston	52.2	52.8	47.2	40.9	51.5	1.04	0.88	0.79	1.43	0.99	1.18	222
Calder Valley	39.3	54.0	49.3	43.8	59.7	1.31	1.01	1.22	0.77	0.83	1.17	223
Caerphilly	38.5	38.9	53.2	58.3	50.2	1.44	1.00	0.75	0.93	1.02	1.17	224
South Antrim	n/a	n/a	n/a	n/a	n/a	1.00	1.33	0.76	n/a	n/a	1.15	225
North West Norfolk	41.0	43.4	59.8	53.5	59.9	0.96	1.03	1.59	0.78	0.82	1.15	226
West Lancashire	48.2	43.9	57.7	46.7	61.0	1.14	1.08	0.97	1.06	0.80	1.14	227
Lanark and Hamilton East	54.4	45.4	61.6	50.5	50.3	0.88	1.01	1.10	n/a	1.02	1.14	228
Bootle	52.5	47.6	47.4	44.2	47.2	1.70	0.69	0.79	1.00	1.08	1.14	229
Kirkcaldy and Cowdenbeath	38.9	52.0	55.8	45.6	56.2	1.05	0.87	1.21	n/a	0.90	1.14	230
Edinburgh South	51.1	64.9	48.9	36.9	49.4	0.81	0.84	1.41	n/a	1.04	1.13	231
Gedling	34.8	34.4	54.7	55.4	56.8	1.22	1.29	0.81	0.88	0.89	1.13	232
Poplar and Limehouse	65.5	69.7	20.7	39.9	40.8	0.41	0.77	1.54	1.70	1.21	1.13	233
Bolsover	32.9	42.8	58.6	49.5	67.7	1.58	1.17	0.91	0.89	0.66	1.13	234
Rotherham	50.6	39.0	43.0	51.8	51.6	1.83	0.54	0.97	1.03	0.99	1.12	235
Maldon	50.8	34.2	37.9	44.7	47.9	0.61	1.52	1.35	0.74	1.07	1.12	236
Dundee East	52.1	49.4	56.1	40.3	53.7	1.01	0.91	1.12	n/a	0.95	1.11	237
West Worcestershire	40.3	58.9	46.7	55.0	51.5	0.77	1.24	1.62	0.63	0.99	1.11	238
High Peak	59.2	60.4	59.8	49.9	39.7	1.10	1.31	0.63	0.85	1.24	1.09	239
Charnwood	53.3	45.9	51.9	52.4	54.1	0.91	1.42	0.93	0.85	0.94	1.09	240
Mid Bedfordshire	42.3	43.2	43.5	53.2	54.4	0.62	1.54	1.29	0.84	0.94	1.09	241
Worcester	43.1	51.8	45.6	48.7	53.7	1.06	0.61	1.31	1.20	0.95	1.09	242
Batley and Spen	44.7	49.0	54.3	49.5	53.2	1.55	0.73	0.93	0.94	0.96	1.09	243
Newbury	52.6	46.8	50.2	54.5	46.4	0.61	1.41	1.32	0.76	1.10	1.09	244
South Cambridgeshire	42.4	59.5	44.8	55.3	48.4	0.52	1.60	1.46	0.74	1.06	1.09	245
Kenilworth and Southam	55.1	53.7	49.8	50.1	43.7	0.62	1.42	1.20	0.78	1.15	1.08	246
Lewes	49.0	53.3	46.8	60.4	46.3	0.61	1.30	1.60	0.67	1.10	1.08	247
Telford	34.9	41.2	56.8	47.6	55.2	1.40	0.61	1.24	0.98	0.92	1.08	248
North East Bedfordshire	44.3	44.8	43.3	53.6	50.3	0.64	1.59	1.20	0.75	1.02	1.07	249
South Dorset	60.0	49.6	57.0	53.4	35.8	0.87	0.81	1.30	0.77	1.32	1.07	250
Witham	48.7	45.7	43.9	48.3	49.7	0.66	1.23	1.45	0.77	1.03	1.07	251
South East Cambridgeshire	39.5	49.5	53.1	56.1	60.0	0.64	1.56	1.53	0.75	0.82	1.06	252
Henley	52.5	49.6	48.2	56.5	43.9	0.45	1.83	1.52	0.64	1.15	1.05	253
Kingston upon Hull West and Hessle	39.9	46.9	42.2	37.9	58.4	1.68	0.47	1.13	1.21	0.85	1.05	254
Brighton, Kemptown	63.0	70.2	40.8	35.6	55.9	0.63	0.87	1.27	1.46	0.90	1.04	255
Stratford-on-Avon	57.6	53.6	43.2	49.1	43.4	0.66	1.11	1.65	0.65	1.16	1.04	256
Torfaen	45.5	47.7	53.4	54.5	54.3	1.51	0.76	0.87	0.98	0.94	1.04	257
Dewsbury	44.7	49.0	54.3	49.5	53.2	1.29	0.83	0.97	0.92	0.96	1.04	258
Wellingborough	42.0	38.0	37.3	46.4	55.1	1.05	0.84	1.38	0.82	0.92	1.04	259
Sunderland Central	42.0	53.2	71.3	51.2	44.7	1.62	0.45	0.84	1.31	1.13	1.03	260
Folkestone and Hythe	57.2	47.6	57.9	54.5	43.2	0.80	0.86	1.41	0.80	1.16	1.03	261
Mid Dorset and North Poole	56.7	47.9	53.0	59.2	43.0	0.65	1.51	1.15	0.69	1.17	1.03	262
Wokingham	59.5	44.2	48.5	58.4	42.2	0.49	1.91	1.08	0.75	1.18	1.03	263
The Wrekin	37.6	43.5	55.7	48.9	54.4	1.08	0.91	1.02	0.97	0.94	1.03	264
Salford and Eccles	64.2	49.3	52.2	52.4	45.3	1.28	0.57	0.69	1.59	1.12	1.02	265
Denton and Reddish	57.1	51.3	50.3	48.0	54.5	1.39	0.76	0.94	0.97	0.93	1.02	266
North Antrim	n/a	n/a	n/a	n/a	n/a	1.12	1.44	0.55	n/a	n/a	1.02	267
Arundel and South Downs	52.8	49.2	47.8	59.7	42.8	0.52	1.83	1.44	0.55	1.17	1.01	268
Upper Bann	n/a	n/a	n/a	n/a	n/a	1.08	1.00	0.82	n/a	n/a	1.01	269
North East Hertfordshire	51.1	52.9	48.3	53.9	46.2	0.58	1.29	1.47	0.73	1.10	1.01	270
Isle of Wight	45.0	51.9	51.1	56.0	55.6	1.01	1.01	1.31	0.73	0.91	1.01	271
Neath	63.9	45.9	53.5	39.3	55.5	1.72	1.33	0.51	0.83	0.91	1.01	272
Wrexham	45.6	47.8	55.1	44.1	46.7	1.26	0.57	1.24	0.92	1.09	1.01	273
Dunfermline and West Fife	38.9	52.0	55.8	45.6	56.2	0.97	0.91	1.11	n/a	0.90	1.00	274
Ayr, Carrick and Cumnock	44.5	47.8	55.0	59.2	54.5	1.05	1.23	0.74	n/a	0.93	1.00	275
Mid Sussex	45.6	45.4	48.8	60.5	44.5	0.58	1.52	1.19	0.73	1.14	1.00	276
Wentworth and Dearne	50.6	38.9	44.0	51.8	53.5	1.65	0.73	0.83	0.91	0.95	0.99	277
Barnsley Central	50.5	38.6	47.1	51.6	59.7	1.61	0.56	1.16	0.99	0.83	0.99	278
Gateshead	45.2	47.7	42.3	41.1	52.3	1.55	0.52	0.92	1.19	0.98	0.99	279
Peterborough	52.9	48.9	39.4	44.7	48.7	1.24	0.53	1.21	1.04	1.05	0.98	280
Hertford and Stortford	61.2	45.8	44.4	52.7	50.3	0.53	1.12	1.73	0.82	1.02	0.98	281
West Tyrone	n/a	n/a	n/a	n/a	n/a	1.12	1.59	0.49	n/a	n/a	0.98	282
Ashford	60.0	51.4	53.5	58.0	49.3	0.73	0.84	1.58	0.85	1.04	0.98	283
Torbay	61.0	57.5	53.3	61.7	37.2	1.11	0.67	1.12	0.80	1.29	0.98	284
Chatham and Aylesford	49.9	41.9	55.1	53.5	48.0	0.83	0.79	1.20	1.02	1.07	0.97	285
Sedgefield	45.9	51.3	57.6	47.0	53.5	1.73	0.75	0.83	0.82	0.95	0.97	286
Redcar	41.8	44.3	42.8	38.6	52.0	1.61	0.51	1.13	0.93	0.98	0.97	287
Coventry North East	40.0	50.2	43.8	38.0	57.6	1.27	0.95	0.60	1.34	0.87	0.97	288
Meon Valley	52.4	49.3	51.8	57.0	45.2	0.64	1.27	1.24	0.75	1.12	0.97	289
Newcastle-under-Lyme	37.6	45.9	43.8	52.0	64.8	1.49	0.93	0.67	1.27	0.72	0.96	290
Banbury	45.5	49.9	44.1	61.0	51.8	0.67	1.13	1.35	0.84	0.99	0.96	291
Liverpool, Wavertree	45.8	61.4	43.2	29.6	62.5	1.44	0.71	0.76	1.42	0.77	0.96	292
Sherwood	44.2	42.5	52.2	53.1	54.2	1.20	1.02	0.85	0.85	0.94	0.95	293
North East Cambridgeshire	40.0	41.8	47.7	55.1	62.7	1.09	1.04	1.12	0.86	0.76	0.95	294
Cambridge	46.1	74.4	46.5	42.3	58.0	0.48	0.62	1.64	2.00	0.86	0.95	295
Daventry	45.4	42.8	52.3	45.9	53.2	0.74	1.06	1.51	0.73	0.96	0.95	296
Blackburn	53.6	47.0	67.1	42.3	57.9	1.88	0.57	0.90	1.00	0.86	0.95	297
Doncaster North	48.6	45.2	53.5	45.5	50.9	1.69	0.66	0.80	0.93	1.01	0.95	298
Belfast South	n/a	n/a	n/a	n/a	n/a	0.92	0.55	1.63	n/a	n/a	0.95	299
East Dunbartonshire	58.1	45.4	68.9	54.6	37.5	0.83	1.28	0.61	n/a	1.28	0.95	300
Waveney	32.6	50.3	57.0	53.3	57.5	1.12	0.91	1.17	0.80	0.87	0.94	301
Southampton, Itchen	50.2	52.0	42.8	41.3	55.0	0.95	0.51	1.16	1.59	0.92	0.94	302
Ipswich	48.4	53.0	47.9	52.9	50.2	1.09	0.60	1.13	1.10	1.02	0.94	303
Macclesfield	55.6	48.6	52.8	55.8	43.1	0.87	1.10	1.08	0.68	1.17	0.94	304
Ellesmere Port and Neston	46.6	47.5	55.1	49.6	45.5	1.22	0.91	0.78	0.86	1.12	0.94	305
South West Surrey	61.1	62.0	48.9	56.2	35.3	0.45	1.53	1.41	0.64	1.33	0.94	306
North West Hampshire	47.8	45.5	51.4	58.2	50.7	0.67	1.26	1.26	0.76	1.01	0.93	307
Elmet and Rothwell	56.0	53.3	43.9	38.6	52.3	0.94	1.22	0.96	0.76	0.98	0.93	308
Bristol North West	56.3	64.4	40.0	31.7	52.4	0.72	0.89	1.14	1.14	0.98	0.93	309
Eddisbury	48.1	47.7	54.7	50.6	45.1	0.86	1.22	0.98	0.71	1.13	0.93	310
Manchester, Gorton	58.6	65.3	43.8	22.4	54.5	1.41	0.61	0.57	1.79	0.93	0.93	311
Scunthorpe	47.7	39.4	56.3	54.3	61.7	1.65	0.74	0.88	0.96	0.78	0.93	312
East Surrey	50.5	51.3	44.2	63.7	34.6	0.52	1.20	1.29	0.76	1.34	0.93	313
Dundee West	53.1	54.2	51.5	35.5	57.7	0.97	0.72	1.34	n/a	0.87	0.92	314
Hove	68.0	75.1	39.4	27.9	58.5	0.59	1.08	1.36	1.10	0.85	0.92	315
Great Grimsby	46.9	36.6	37.7	44.0	70.1	1.83	0.55	1.25	1.05	0.61	0.92	316
Kettering	44.1	49.8	52.8	48.2	62.0	1.03	0.87	1.35	0.85	0.78	0.92	317
Aberdeen North	41.3	47.2	38.9	33.4	56.8	1.08	0.67	1.26	n/a	0.89	0.91	318
North Warwickshire	46.6	45.7	53.6	52.2	57.5	1.13	0.88	1.10	0.84	0.87	0.91	319
Washington and Sunderland West	42.0	53.2	71.3	51.2	44.7	1.68	0.69	0.64	0.95	1.13	0.91	320
Boston and Skegness	18.1	37.6	47.1	46.0	71.5	1.31	0.84	1.46	0.84	0.58	0.90	321
Rochester and Strood	44.8	40.3	57.9	50.7	48.5	0.80	0.62	1.37	1.09	1.06	0.90	322
Filton and Bradley Stoke	46.5	37.9	47.9	55.5	46.0	0.76	1.17	0.70	1.14	1.11	0.89	323
East Hampshire	52.4	45.4	55.0	61.6	46.4	0.55	1.42	1.33	0.68	1.10	0.89	324
Horsham	51.8	46.0	48.1	60.5	42.4	0.55	1.49	1.10	0.73	1.18	0.88	325