Split (1)

train · 10M rows

id int64	ancestry string	age float64	sex_male int64	height_cm float64	weight_kg float64	bmi float64	waist_cm float64	hip_cm float64	whr float64	waist_height_ratio float64	body_fat_pct float64	trunk_fat_pct float64	sbp_mmHg float64	dbp_mmHg float64	hypertension int64	ldl_mgdl float64	hdl_mgdl float64	tg_mgdl float64	apoA_mgdl float64	apoB_mgdl float64	crp_mgL float64	lpa_nmolL float64	glucose_mgdl float64	hba1c_pct float64	diabetes int64	diabetes_uncontrolled int64	creatinine_mgdl float64	cystatin_c_mgL float64	egfr_ckd_epi float64	smoking_status string	pack_years float64	sedentary int64	pa_met_h_wk float64	diet_score float64	education_level string	income_bracket string	townsend float64	psychosocial_stress int64	pct_life_in_uk float64	family_history int64	on_bp_meds int64	on_statin int64	early_menopause int64	gest_htn int64	gest_dm int64	preeclampsia int64	iugr int64	time_ascvd_yrs float64	ascvd_event int64	time_hf_yrs float64	hf_event int64	time_af_yrs float64	af_event int64
1	European	45	0	180.2	96.8	29.8	96.5	104.9	0.948	0.535	28.1	28.8	146	82	0	126.9	77.3	115.4	164.4	107.7	1.56	14.1	100.6	4.98	0	0	1.17	0.82	96.7	never	0	0	22.2	7	A-levels	>100k	-0.55	0	85.8	0	0	0	0	0	1	0	0	15	0	2.807	0	15	0
2	European	49.4	0	172.1	71.5	24.1	88.5	97.3	0.949	0.514	48.4	20.7	113	69	0	153.8	48.2	286.5	164.1	57.5	1.73	16.8	68.9	5.68	0	0	0.86	1.24	59.5	former	0	0	35.1	4.9	NVQ/HNC/HND	18-30k	-3.33	1	82.5	1	0	0	0	0	0	0	0	15	0	12.751	0	1.832	0
3	European	62.7	0	160.7	69	26.8	96.4	99.4	0.895	0.6	20.1	38.5	145	83	0	173.2	54.4	76.7	152.7	96.9	0.7	3.7	109.6	5.31	0	0	0.4	0.4	200	never	0	0	11.5	5.2	A-levels	18-30k	-3.85	1	89.7	0	0	0	0	0	0	0	0	15	0	15	0	0.792	0
4	European	63.9	1	178.3	69.5	21.9	94.4	106.5	0.843	0.53	19.1	31.2	149	87	0	164.3	48.7	187.7	132.5	72.9	0.9	43.7	91.9	6.89	1	0	1.15	1.08	70	never	0	1	33.3	6.4	O/GCSE/CSE	52-100k	-10	0	97.5	0	0	0	0	0	0	0	0	5.24	1	0.904	0	0.942	0
5	European	53.4	0	163.8	86.8	32.3	98.4	99	1.077	0.6	32.1	38.3	137	85	0	128.3	37.3	224.5	135.4	75.4	1	20.6	100.2	5.38	0	0	0.63	0.73	110.8	current	2	1	30.2	2.2	A-levels	18-30k	-4.74	1	86.4	1	0	0	0	0	0	0	0	0.05	1	4.37	0	15	0
6	European	66.1	1	184.4	111.8	32.9	75.8	106.5	0.947	0.411	30.5	21.8	142	81	0	120.1	42.6	96.6	116	102.5	0.85	5	105.7	5.8	0	0	1.2	1.32	55.3	never	0	0	0.5	5.7	NVQ/HNC/HND	52-100k	2.52	1	100	0	0	0	0	0	0	0	0	9.543	0	12.753	0	15	0
7	European	62.5	1	175.3	67.3	21.9	99.6	98.8	0.842	0.568	32.1	40.6	165	102	0	99.5	55.6	60.5	153.1	99.7	0.36	3	96.7	5.21	0	0	0.79	0.48	183.2	never	0	0	29.3	3	degree	31-52k	0.28	0	82	0	0	0	0	0	0	0	0	10.955	0	13.975	0	15	0
8	European	55.6	0	184.6	78.9	23.2	83.4	106.3	0.784	0.452	30.5	23.9	133	84	0	149.6	50.7	83.4	139.7	100.3	0.48	14.2	104.5	5.55	0	0	1.18	1.07	70.9	former	0	0	5.5	2.2	O/GCSE/CSE	18-30k	0.68	0	91.5	1	0	0	0	0	0	0	0	15	0	15	0	2.588	0
9	European	53.9	1	164.4	92.8	34.3	95.4	96.1	0.823	0.58	25.1	34.9	177	98	1	109.4	35.2	175.7	105	131.9	0.93	4.6	90.9	6.13	0	0	0.62	0.75	107.9	never	0	1	0	5	none	31-52k	0.76	0	91.5	0	1	0	0	0	0	0	0	15	0	13.721	0	15	0
10	European	56.3	1	156.2	63.8	26.2	94.9	94.4	0.788	0.608	32.6	41	117	83	0	176.1	56.3	77.9	170.6	112.6	0.88	22.9	92.2	4.85	0	0	0.86	0.76	106.8	never	0	0	30.1	2.6	degree	31-52k	3.19	1	96.3	1	0	0	0	0	0	0	0	2.733	0	8.9	0	4.327	0
11	European	59.1	0	170.7	66.4	22.8	90.5	109	0.78	0.53	19.2	31.4	115	66	0	158.1	53.3	155.8	151.1	96.5	1.75	5.1	130.3	5.39	0	0	0.97	0.92	84.9	former	0	0	17.3	5.3	A-levels	18-30k	-3.21	0	79.8	0	0	0	0	0	0	0	0	15	0	15	0	8.008	0
12	European	50.6	1	172.8	74	24.8	98.5	116.2	0.759	0.57	36.6	48.9	162	93	0	156.7	62.5	151.9	158.1	114.4	1.15	21.4	114	6	0	0	0.47	0.4	200	never	0	1	18.4	5.3	A-levels	52-100k	-1.76	0	93.2	0	0	0	0	0	0	0	0	2.069	0	11.211	0	11.082	0
13	European	50.1	1	166	86.6	31.4	109	94.1	0.855	0.656	9.1	34.2	130	85	0	127.6	59.8	169.2	151.9	113.6	0.6	6.3	101.4	6.13	0	0	0.86	0.87	90.1	former	0	0	34.5	3.6	O/GCSE/CSE	31-52k	2.4	0	100	1	0	0	0	0	0	0	0	2.032	0	6.681	0	6.011	0
14	European	57.7	0	162.5	60	22.7	97.4	107.8	0.911	0.599	28.9	33.4	150	83	0	197.4	46.8	116	160.7	105.1	4.35	37.9	91	6.37	0	0	1.14	1.43	50.1	never	0	0	17.3	3.5	O/GCSE/CSE	<18k	-2.28	1	100	1	0	0	0	0	0	0	0	14.603	0	11.543	0	7.109	0
15	European	61.6	0	203.4	114.7	27.7	83	93.1	0.816	0.408	39.6	38.6	120	77	0	191.9	42.7	189	142	144.8	2.66	30.7	114.5	6.31	0	0	1.1	1.18	62.9	former	0	0	44.5	1.2	A-levels	31-52k	-0.26	0	98	0	0	0	0	0	0	0	0	11.014	0	5.739	0	15	0
16	European	60	0	166.2	82.3	29.8	93.8	103.5	0.79	0.564	36.4	44.6	140	81	0	117.5	45.8	172.3	183.5	87.3	1.58	21.5	86.1	5.83	0	0	1.07	1.06	71.7	current	13.9	0	53.9	0.9	A-levels	18-30k	-1.66	0	81.8	0	0	0	0	0	0	0	0	6.036	1	15	0	0.109	0
17	European	54.5	0	174.7	84	27.5	99.3	112.2	0.898	0.568	28.1	46.7	117	85	1	135.9	48.3	141.6	128.2	105.6	1.62	14.7	103.8	5.47	0	0	0.52	1.05	72.1	never	0	0	30.6	5.1	A-levels	>100k	-2.24	1	89.2	0	0	0	0	0	0	0	0	15	0	4.55	0	1.108	0
18	European	61.7	0	166.5	70.9	25.6	84.4	100.2	0.833	0.507	26.6	27.1	141	79	0	96.1	44.2	110.9	150.2	110.4	1.18	107	133.8	5.03	0	0	1.3	0.93	83.1	former	0	0	38.7	1.7	O/GCSE/CSE	52-100k	-3	0	88.1	1	0	0	0	0	0	0	0	3.24	1	15	0	4.131	0
19	European	68.6	1	182.4	80	24	72.9	112.1	0.774	0.4	38	18	128	80	0	160.8	36.6	97.9	167.6	99.3	1.51	56.3	94.6	5.3	1	0	1.16	1.27	57.9	never	0	0	0	6.4	O/GCSE/CSE	52-100k	-3.53	1	100	0	0	0	0	0	0	0	0	2.362	1	15	0	7.14	0
20	European	51.9	0	160.4	72.9	28.3	92.8	117.4	0.821	0.579	33	22.5	152	95	0	96.8	30	143.8	174.2	82.8	0.52	4.1	108.2	5.49	0	0	0.72	0.51	171.2	never	0	0	25.1	4.8	NVQ/HNC/HND	18-30k	-4.01	0	90.4	0	0	0	0	0	0	0	0	4.66	0	4.419	0	0.763	0
21	European	67.4	0	168.4	101.3	35.7	106	91.2	1.144	0.629	23.4	29.3	146	91	0	115.6	52.7	97	135.2	85.2	3.36	9	89.1	6.67	1	0	1.08	0.71	115.8	never	0	0	0	4.4	O/GCSE/CSE	31-52k	-4.01	0	92.4	1	0	0	0	0	0	0	0	8.633	1	4.533	0	11.642	0
22	European	64.7	1	174.7	95.3	31.2	79.2	108.2	0.955	0.453	30.5	19.7	159	89	0	101.8	71.7	70.3	151.5	102.6	0.8	10.4	90.1	5.83	0	0	0.83	0.78	103.1	current	6.1	0	0	4.4	A-levels	31-52k	0.8	1	100	0	0	0	0	0	0	0	0	6.205	1	1.048	0	6.854	0
23	European	61	0	173.8	78.5	26	72.2	109.1	0.744	0.416	22.5	34.9	147	79	1	157.1	60.6	69.8	151.4	89	2.62	68	90.5	6.92	0	0	0.6	0.95	81.9	never	0	0	18.3	3.4	O/GCSE/CSE	18-30k	-0.68	0	80.9	0	0	0	0	1	1	0	0	15	0	15	0	2.638	0
24	European	61.8	1	162.4	73.4	27.8	93.7	109.3	1.026	0.577	35.9	31.3	147	93	0	162.6	49	80.2	77.9	91.4	2.74	41.8	93.9	5.06	0	0	1.15	0.96	80.8	current	0.9	0	16.3	3.6	O/GCSE/CSE	31-52k	1.88	0	93.1	0	0	0	0	0	0	0	0	15	0	7.166	0	15	0
25	European	55	1	177.7	85.4	27	60	98.8	0.928	0.338	34.5	29	142	88	0	137.4	29.5	77.4	142.7	100.9	0.74	133.3	97.4	6.66	0	0	0.79	1	77	former	0	0	0	3.1	A-levels	52-100k	-5.6	0	87	1	0	0	0	0	0	0	0	2.536	1	15	0	15	0
26	European	60.3	0	184.4	98	28.8	95.6	105.9	0.849	0.518	37.2	18.8	124	68	0	175.7	62.2	102.7	130	80.2	1.17	13.3	104.5	4.75	0	0	1.12	0.93	83.2	never	0	0	7.2	4.3	degree	52-100k	1.91	0	100	0	0	0	0	0	0	0	0	3.488	0	15	0	11.786	0
27	European	58	1	184.7	79	23.1	94.7	115.5	0.744	0.513	54.3	16.2	90	53	0	116.9	61.6	216.5	183.7	52	0.71	36.7	114.2	5.04	0	0	0.91	0.84	94.5	former	0	0	36.9	5.3	degree	52-100k	1.97	0	90.8	0	0	0	0	0	0	0	0	5.851	0	7.222	0	0.426	0
28	European	47.1	1	184	95.8	28.3	75.8	88.2	0.735	0.412	35.9	35.5	139	86	0	138.1	56.6	160.9	119.3	99.7	1.23	19.6	76.5	6.12	0	0	1.26	1.26	58.5	never	0	0	1.4	4.4	A-levels	<18k	-1.87	0	81.8	0	0	0	0	0	0	0	0	2.158	1	2.364	0	3.449	0
29	European	50.1	1	157.1	65.1	26.4	91.8	92.6	0.948	0.584	25.3	23.9	113	76	0	182.3	52.1	219.9	147.1	92	1.8	8	90.7	5.34	0	0	0.91	0.96	80.7	former	0	0	15.6	6.2	O/GCSE/CSE	18-30k	-1.8	0	100	0	0	0	0	0	0	0	0	15	0	15	0	0.678	0
30	European	55.6	0	163.2	55.2	20.7	78.1	116.5	0.846	0.478	34.7	21.6	133	80	0	150.2	48.9	216.5	133.9	106	0.58	7.9	92.8	6.32	0	0	0.7	0.62	134.8	never	0	0	0	2.6	NVQ/HNC/HND	<18k	-8.44	0	99.8	0	0	0	0	0	0	0	0	15	0	15	0	3.695	0
31	European	67.3	0	168.9	56.8	19.9	90	103.1	0.835	0.533	27.1	32.7	134	77	0	98	96.2	87	180	86.9	1.03	43.9	92.2	5.4	0	0	1.36	0.87	90.3	never	0	0	29.6	4.8	O/GCSE/CSE	<18k	-3.84	0	100	1	0	0	0	1	0	0	1	14.702	0	13.892	0	14.375	0
32	European	63.4	1	155	59	24.6	92.7	103.2	0.87	0.598	26.7	24.7	106	76	0	128.4	59.9	132.8	211.7	125.8	0.51	5.1	87.2	5.79	0	0	1.24	0.86	92.2	never	0	0	17.9	4.4	O/GCSE/CSE	18-30k	-0.34	0	83.4	1	0	0	0	0	0	0	0	15	0	15	0	8.706	0
33	European	58.8	0	170.9	71.2	24.4	73.2	125.4	0.903	0.428	21.7	21.5	138	96	0	117.8	65.6	112.7	169.9	89.2	1.6	2.6	125.1	5.05	0	0	0.79	0.92	84.9	never	0	0	0	2.2	degree	<18k	-3.78	0	89.6	1	0	0	0	1	0	0	0	7.509	1	0.347	0	15	0
34	European	62.1	1	178.4	102.9	32.3	84.8	94	0.998	0.475	19.5	45.1	126	87	0	101.9	47.2	108.1	182.5	118.3	2.4	72.6	100.9	5.51	0	0	0.79	0.78	103.5	never	0	1	19.2	6.3	O/GCSE/CSE	31-52k	1.29	0	99.6	0	0	0	0	0	0	0	0	2.735	0	11.299	0	15	0
35	European	51	0	188.9	94.9	26.6	113.7	99	0.875	0.602	42	26.4	126	62	0	162.9	46	202.8	229.8	79	0.79	4.2	92.4	6.4	0	0	0.91	0.82	97.4	former	0	0	26.1	3.7	O/GCSE/CSE	31-52k	-4.11	1	75	0	0	0	0	0	0	0	0	5.242	0	6.139	0	12.936	0
36	European	62	0	176.7	109	34.9	97.7	105.7	1.031	0.553	19.1	29.5	140	87	1	132.1	39	231.4	106.7	78.9	1.28	7.6	98	5.51	1	0	0.64	0.74	109.5	never	0	0	19.3	5.1	O/GCSE/CSE	31-52k	0.41	0	86.5	1	0	0	0	0	0	0	0	9.834	1	0.273	0	15	0
37	European	47.9	0	163.2	108.3	40.7	85.2	101.1	0.954	0.522	21.8	20.6	138	85	1	152.7	46.9	228.1	127.2	147.3	1.74	7.2	119.5	5.32	0	0	0.88	1.12	67	never	0	0	21.4	4.3	O/GCSE/CSE	52-100k	3.23	1	90.9	1	0	0	0	0	0	0	0	13.042	0	12.091	0	3.19	0
38	European	56.2	1	173.7	52	17.2	85	107.1	0.736	0.49	36.3	43.1	143	85	0	182.6	53.8	109.9	184.7	117.5	2.01	13.4	93.3	5.72	0	0	0.88	0.77	104.7	former	0	0	0	6	O/GCSE/CSE	<18k	1.78	0	97.9	0	0	0	0	0	0	0	0	4.548	0	15	0	13.33	0
39	European	55.6	0	189.6	107.3	29.8	99.5	121.3	0.756	0.524	23.1	54.6	132	77	0	97.4	70.8	30	133.7	117.8	1.12	4	93.4	5.16	0	0	0.91	1.13	66.3	current	7.3	0	34.3	5.6	O/GCSE/CSE	31-52k	-1.96	0	98	0	0	0	0	0	0	0	0	15	0	1.502	0	9.938	0
40	European	61	0	165.7	43.9	16	87.5	101.6	0.788	0.528	10.4	16.9	137	82	0	135.8	64.2	69.1	134.9	105.7	3.06	23.8	96.5	4.5	0	0	1.02	0.9	87.5	former	0	0	29.7	3.1	A-levels	31-52k	-2.27	0	93.1	0	0	0	0	1	0	0	0	15	0	6.171	0	15	0
41	European	49.3	0	164.8	88.5	32.6	109.1	122.1	0.88	0.662	37.7	38.5	135	71	0	178.9	42.3	141.9	133.1	117.2	4.39	18.9	85.1	5.45	0	0	0.98	0.99	77.5	former	0	0	16	3	none	52-100k	0.45	0	84.3	0	0	0	0	0	0	0	0	0.446	0	11.531	0	15	0
42	European	51	1	175.7	82.2	26.6	104.7	92.7	0.787	0.596	17	24.7	126	83	0	82.7	68.7	239.9	138.2	106.6	1.5	22.7	97.4	6.37	0	0	0.59	0.74	108.9	never	0	0	24.7	4.3	A-levels	52-100k	-1.37	1	100	0	0	0	0	0	0	0	0	15	0	15	0	15	0
43	European	49.2	0	180.9	108.8	33.2	84	123.7	0.947	0.464	37.5	22.3	124	75	1	140.2	74.6	90.6	99.2	81.2	0.9	3.2	88.8	4.5	0	0	1.3	1.07	70.4	never	0	0	0	2.9	O/GCSE/CSE	31-52k	-7.41	1	98.6	0	0	0	0	0	0	0	0	10.868	0	2.558	0	15	0
44	European	55.7	0	157.1	67.1	27.2	103	99.8	0.869	0.656	28.9	40.1	131	84	0	102.5	54.8	166.8	154.9	145.4	1.04	170.7	96.5	5.58	1	1	0.98	1.12	66.9	never	0	0	12.6	3.2	A-levels	31-52k	-2.25	0	96.3	1	0	0	0	0	0	0	0	8.493	0	5.239	0	15	0
45	European	58.7	1	170.5	85.9	29.5	85.5	90.5	0.805	0.501	32.9	34.2	145	87	1	150.4	52.7	191.2	136.6	95.5	1.36	79.6	84.3	6.15	0	0	0.9	0.8	100.7	former	0	0	21.3	6	O/GCSE/CSE	18-30k	1.41	1	98.4	1	0	0	0	0	0	0	0	4.915	1	15	0	8.059	0
46	European	63.3	1	175.9	114.5	37	93.8	114	0.903	0.533	34.2	34.1	171	104	0	138.8	59.3	190.6	188.1	96.8	0.64	11	71.5	4.69	0	0	1.08	1.15	65	never	0	0	17.4	5.8	O/GCSE/CSE	18-30k	3.91	1	89.7	0	0	0	0	0	0	0	0	0.768	1	1.167	0	5.56	0
47	European	64.1	0	181.9	98.6	29.8	101.6	106.4	0.97	0.559	29.2	15.2	149	73	0	140.8	69.7	143.4	163.7	120.9	0.62	127.5	105.6	5.06	0	0	1.05	0.99	78	former	0	0	3.3	2.7	none	31-52k	-1.07	1	100	1	0	0	0	0	0	0	0	13.928	0	15	0	3.98	0
48	European	48.1	0	167.2	81.1	29	84.7	115.9	0.842	0.507	35.6	41.9	146	88	0	125.8	94.1	83.7	153.3	90.7	2.31	26.7	104.3	5.08	0	0	0.82	0.78	102.7	former	0	0	13.9	6.9	A-levels	18-30k	-3.05	1	100	1	0	0	0	0	0	0	0	3.628	0	15	0	15	0
49	European	58.8	0	164.5	51.1	18.9	87	95.7	0.768	0.529	23.1	27	127	79	1	182.9	66.5	184.7	123.2	93.3	0.73	40.1	79.6	5.74	0	0	1.5	1.49	47.9	former	0	0	13.2	5.8	degree	18-30k	-0.91	0	91	0	0	0	1	0	0	0	0	1.949	0	15	0	15	0
50	European	53.1	0	169.7	86.4	30	96.8	101.3	0.852	0.57	30.5	27.7	139	81	0	127.1	59.6	256.1	163.9	77.9	5.85	13.7	86.3	7	0	0	0.85	1.11	67.7	current	8.5	0	0	7	O/GCSE/CSE	31-52k	2.45	0	100	0	0	0	0	0	0	0	0	4.23	0	14.519	0	1.385	0
51	European	61.6	0	167.3	57.8	20.7	110.7	121.4	0.803	0.662	30.8	33.2	124	73	0	91	61.9	77.6	109.2	104.2	1.26	1.9	85.9	5.93	0	0	0.94	1.27	57.6	never	0	0	29	4.3	degree	52-100k	2.37	1	81.7	1	0	0	0	0	0	0	0	15	0	3.65	0	3.501	0
52	European	59.4	0	158.6	72.2	28.7	86.3	112.1	0.803	0.544	38.2	46.8	127	74	0	127.5	37.6	342.9	159.3	86.1	5.42	5.9	73.9	6.52	0	0	0.6	0.71	116	never	0	0	27.5	6.6	A-levels	52-100k	6.59	0	100	1	0	0	0	0	0	0	0	10.303	0	5.67	0	15	0
53	European	58.4	0	176.8	93.6	29.9	99.8	97.5	0.82	0.564	28	36.5	98	71	0	183.9	59	95.9	139.9	122.5	1.36	32.6	78.9	4.86	0	0	0.72	0.58	146.2	never	0	0	43	5.7	O/GCSE/CSE	<18k	-0.74	1	96.5	1	0	0	0	0	0	0	0	3.839	1	7.193	0	8.003	0
54	European	46.7	1	158.8	67.9	26.9	90	112	0.893	0.567	28.4	37.5	148	78	0	98.3	58.9	269.7	125.9	84.8	1.98	30.6	106.3	5.52	0	0	0.93	0.71	115	never	0	0	27.5	5.5	O/GCSE/CSE	52-100k	-7.98	0	100	1	0	0	0	0	0	0	0	15	0	4.752	0	8.808	0
55	European	56	1	176.8	50	16	66.9	107	0.652	0.378	29.2	27.9	153	97	0	101.8	92.7	163	115.9	95.7	1.25	32.3	108.2	5.79	0	0	0.7	0.9	87.3	former	0	0	11.9	4.5	O/GCSE/CSE	>100k	-8.12	0	83.1	0	0	0	0	0	0	0	0	13.599	0	4.917	0	11.593	0
56	European	56.7	1	171.5	82.4	28	84	108.4	0.979	0.49	15.8	27.6	149	96	0	142.1	59.9	104	165.5	121.3	2.3	21.8	82.1	4.67	0	0	0.81	0.75	107.7	never	0	0	41.7	4.6	A-levels	<18k	0.25	1	80.4	0	0	0	0	0	0	0	0	9.6	0	15	0	14.415	0
57	European	59.1	0	154.8	83.8	35	108.8	106.2	1.066	0.703	32.6	41.2	117	81	1	163.6	59.6	60	167.7	122.9	1.57	46.6	106.4	5.45	0	0	1.41	0.91	85.6	former	0	0	13.3	0.8	O/GCSE/CSE	18-30k	-2.48	1	84.9	1	0	0	0	0	0	0	0	15	0	8.42	0	9.203	0
58	European	65.6	1	187.6	76	21.6	91.7	93.3	0.82	0.489	32.5	26.7	120	72	0	131.2	44.1	123	142.1	65.8	1.72	14.3	79.9	7.13	0	0	0.9	0.88	89.5	never	0	0	22.2	1.5	A-levels	18-30k	-0.16	0	92.3	0	0	0	0	0	0	0	0	15	0	15	0	15	0
59	European	49.5	1	178	104.4	32.9	105	114.2	0.92	0.59	27.2	29.2	147	77	0	162.6	61.9	149.4	136.6	105.5	1.24	29.4	91.9	5.05	0	0	0.44	0.53	161.5	never	0	0	8.8	5.7	A-levels	31-52k	2.3	0	91.9	0	0	0	0	0	0	0	0	12.846	1	5.839	0	9.151	0
60	European	52.4	0	155	52.5	21.9	116.4	105.1	0.901	0.751	34.4	37.5	102	64	0	155.4	58.7	73.5	99.4	117.1	1.52	47.6	122.4	4.53	0	0	0.91	0.84	94.2	never	0	0	32.9	3.5	NVQ/HNC/HND	31-52k	-2.48	0	91.3	1	0	0	0	1	0	0	0	3.894	0	5.083	0	15	0
61	European	68.5	0	174.5	74.9	24.6	78.3	95.8	0.806	0.449	23.3	25.5	149	86	0	174.8	45.5	136.2	124.9	97.5	0.75	4.1	84.9	5.45	0	0	0.99	1.23	60	former	0	0	18.4	2.7	degree	<18k	-4.75	1	86.4	1	0	0	0	0	0	0	0	2.068	0	15	0	5.771	0
62	European	48.7	0	174.8	77.9	25.5	81	104.6	0.778	0.464	38.7	34.1	123	68	0	153.5	73.6	121.8	164.9	78.8	1.22	70.3	104.2	5.46	0	0	1.18	0.89	88.4	never	0	0	26.3	7	degree	31-52k	0.69	1	91.6	1	0	0	0	0	0	0	0	0.958	0	9.141	0	8.403	0
63	European	43	1	168.5	49.8	17.5	88.1	96.9	0.912	0.523	23.8	31.1	113	75	0	179.4	61.3	123	137	85.4	1.2	126.4	98.6	5.59	0	0	0.96	0.79	102.2	never	0	0	11.1	3.7	degree	18-30k	-0.06	1	88.3	0	0	0	0	0	0	0	0	15	0	15	0	3.481	0
64	European	52.2	0	149.6	70.9	31.7	69.8	108.3	0.957	0.466	31.9	31.7	162	82	0	94.8	51.2	83.7	134.1	118.6	4.16	34.6	102.5	6.04	0	0	1.06	1.42	50.5	never	0	0	11.4	5.3	degree	31-52k	2.98	0	76.9	1	0	0	0	0	0	0	0	15	0	15	0	13.585	0
65	European	65.5	0	156.4	59.4	24.3	75.8	103.5	0.866	0.484	10.6	41	158	107	0	154.6	54.9	104.3	160.2	65	0.94	41	92.5	5.03	0	0	0.84	0.7	116.6	never	0	0	22.3	7	A-levels	31-52k	-3.2	0	100	1	0	0	0	0	0	0	0	3.521	0	15	0	15	0
66	European	66.3	1	184.9	66	19.3	99.6	99.3	0.747	0.539	30.4	40.8	132	85	0	131	65.4	58.1	150.4	97.7	0.62	15.5	86.2	6.14	0	0	0.75	1.3	56.3	never	0	0	12.8	7	degree	>100k	0.67	1	91.3	0	0	0	0	0	0	0	0	15	0	6.293	1	2.148	0
67	European	61.1	0	163.4	76	28.5	86.9	92.9	0.956	0.532	15	34.6	116	62	0	150.8	60.6	168.8	157	106.7	0.51	7.5	76.4	5.64	0	0	0.76	0.89	88.6	never	0	0	9.8	5.2	O/GCSE/CSE	>100k	4.21	0	92.2	0	0	0	0	0	0	0	0	1.74	0	0.379	0	14.318	0
68	European	50.7	0	178.1	103.4	32.6	107.2	106.6	0.98	0.602	24.8	33.7	133	91	0	167.5	36.5	181	191.3	78.3	1.28	13	91.2	5.4	0	0	0.71	0.75	108.1	former	0	0	11.5	4.7	degree	<18k	0.27	0	90.8	0	0	0	0	0	0	0	0	1.628	0	15	0	12.917	0
69	European	54.8	0	161.9	68.3	26.1	81	103.1	0.758	0.5	39.3	34	116	85	0	145.5	66.8	63.8	133.2	46.6	1.2	46.7	95.8	5.79	0	0	1.22	1.07	70.4	never	0	0	6.3	5.1	NVQ/HNC/HND	52-100k	-3.97	0	92.5	1	0	0	0	0	0	0	0	4.69	1	15	0	2.108	0
70	European	50.9	1	170	53.6	18.6	81.6	109.9	0.741	0.48	20.6	29.8	119	85	0	67.5	54.6	98	193.8	96.4	1.49	10.1	125.7	6.08	0	0	1.2	1.26	58.4	former	0	0	8.3	6.1	NVQ/HNC/HND	>100k	-4.87	0	100	0	0	0	0	0	0	0	0	15	0	15	0	15	0
71	European	58.5	0	176.7	88.4	28.3	91	107	0.863	0.515	43.7	40.1	150	88	1	198.8	48.6	106.2	150.7	59.3	3.64	40.2	105	5	0	0	0.54	1.07	70.9	never	0	0	16.9	3	O/GCSE/CSE	>100k	-6.44	0	100	0	0	0	0	0	0	0	0	5.655	0	15	0	12.502	0
72	European	70.9	0	174.8	99.8	32.7	88.7	108.1	0.787	0.508	34.3	35.6	130	81	1	126.3	56.7	133.8	153.3	88.5	0.97	21.5	70.7	5.85	1	1	0.68	0.77	105.4	former	0	0	12.4	4.9	O/GCSE/CSE	18-30k	-4.9	0	98.7	0	0	0	0	0	0	0	0	15	0	0.61	0	10.949	0
73	European	61.4	1	187.7	96.1	27.3	74.3	117.8	0.887	0.396	36.9	20.8	144	80	0	145.6	67.8	235.6	136.9	105.4	0.71	8.8	68.1	4.5	0	0	0.76	0.75	107.3	current	14.1	0	0	3.1	O/GCSE/CSE	>100k	-1.03	0	96.6	1	0	0	0	0	0	0	0	5.186	0	9.867	1	10.071	0
74	European	53	1	177.1	74.5	23.8	87.2	111.5	0.784	0.492	38	35.4	136	75	0	163	74.2	105.7	163.9	76.1	2.4	14.3	120	5.34	0	0	0.64	0.56	152.3	former	0	0	20.5	3.8	A-levels	<18k	0.07	0	100	1	0	0	0	0	0	0	0	13.456	0	10.258	0	12.711	0
75	European	62.7	0	165.8	75.1	27.3	74.5	113.9	0.713	0.449	27.1	17.2	129	80	0	110.8	20	84.5	166.1	102.8	2.76	10.1	82.4	4.78	0	0	0.81	1.03	74.1	never	0	1	0	4.4	O/GCSE/CSE	18-30k	-0.82	0	75.3	1	0	0	0	0	0	0	0	3.181	1	15	0	15	0
76	European	65.3	0	186.1	82.8	23.9	108.2	95.7	0.876	0.581	26.2	12.5	139	82	0	170.5	53.9	130.9	156.5	132.7	0.67	16.2	103.8	6.18	0	0	1.17	0.97	79.3	former	0	0	32.3	3.7	none	52-100k	0.47	1	82.6	0	0	0	1	0	0	0	0	3.309	0	11.202	0	15	0
77	European	49.2	1	165.6	72.5	26.5	87.1	116.1	0.851	0.526	18.3	26.9	133	82	0	143.2	63.2	199.6	138.7	85.8	1.23	35.9	99.4	5.8	0	0	0.83	0.91	85.3	never	0	0	19.8	4.2	none	31-52k	-6.32	1	80.9	1	0	0	0	0	0	0	0	15	0	12.847	0	4.515	0
78	European	68.6	0	186.7	100.1	28.7	103.7	119.4	0.867	0.555	27.9	43.1	147	91	1	144.9	47.7	118.9	181.5	87	3.26	4.4	82.7	5.38	0	0	1.1	0.97	79.9	current	10	0	8	4.3	degree	<18k	-5.45	1	98	1	0	0	0	0	0	0	0	6.84	0	15	0	7.91	0
79	European	61.1	0	185.8	85	24.6	109.8	102.1	0.827	0.591	27.2	30.4	138	78	0	153.2	48.6	212.4	171.7	88.8	0.96	22.3	91.9	5.34	0	0	0.77	1.03	74.2	current	4.1	0	11.4	4.2	NVQ/HNC/HND	18-30k	-1.33	0	92.9	0	0	0	0	1	0	0	0	5.906	0	15	0	15	0
80	European	62.4	0	184.1	78.4	23.1	98.4	114.2	0.935	0.534	28.4	21.6	141	83	0	145.6	44.2	186.2	167.2	105.7	1.76	5.1	84.9	5.19	0	0	0.93	0.86	91.9	never	0	0	30.3	5.8	none	31-52k	-4.03	0	81.4	0	0	0	0	0	0	0	1	15	0	3.118	0	15	0
81	European	41.9	1	168.7	75.5	26.5	86	99.1	0.841	0.51	34.9	25.1	100	58	0	182.3	56.2	233	184.8	84.7	1.16	57.7	99.4	5.14	0	0	0.75	0.7	117	never	0	0	8.2	3.3	A-levels	31-52k	-4.24	1	88.9	0	0	0	0	0	0	0	0	15	0	15	0	11.627	0
82	European	52.1	1	166	74.4	27	93.3	108.8	0.91	0.562	26.3	32	113	76	0	204.4	36.2	111.9	173.6	107.9	4.86	10.3	99.9	4.51	0	0	1.26	1.24	59.2	never	0	0	27.9	3.4	degree	52-100k	-4.65	1	93.7	0	0	0	0	0	0	0	0	10.832	0	3.559	0	7.722	0
83	European	62.1	1	188.8	73.6	20.6	64.5	99.3	0.859	0.341	31	22.2	132	71	0	114.5	58.8	171.3	92.6	100.2	1.84	16.3	96	5.71	0	0	0.65	0.74	109.6	never	0	0	4.2	4.9	O/GCSE/CSE	52-100k	-2.63	1	90.8	1	0	0	0	0	0	0	0	13.989	0	15	0	12.972	0
84	European	61.4	1	184.2	93.6	27.6	92.9	117.3	0.889	0.505	37.5	41.3	140	85	0	137.9	62.1	149.4	107.6	71.6	1.63	8.4	110.9	4.79	0	0	1.24	1.14	65.9	current	22.7	0	12.8	3.4	degree	18-30k	-3.53	0	95.5	0	0	0	0	0	0	0	0	15	0	15	0	15	0
85	European	71.1	0	174.4	80.9	26.6	82.2	113.4	0.932	0.472	31.1	30.1	142	72	0	99.5	61.8	113	172.4	83.1	1.54	70.2	101.7	6.41	0	0	1.09	0.72	114	never	0	0	22.2	5	degree	>100k	-2.63	0	94	1	0	0	0	0	0	0	0	6.815	0	3.035	0	1.348	1
86	European	63.4	1	171.7	75.8	25.7	90	112.2	0.82	0.524	17.1	31.2	161	96	0	186	49.8	166.4	188.4	109.1	0.83	119.6	121	5.39	0	0	0.87	0.96	80.7	never	0	0	16.8	4.5	A-levels	18-30k	1.12	0	99.9	1	0	0	0	0	0	0	0	15	0	15	0	1.338	0
87	European	59.3	0	168.6	65.3	23	92.4	129.2	0.89	0.548	29.3	24.2	153	93	0	160.4	60.5	116.4	170.9	54.7	0.86	7.8	72.5	5.28	0	0	0.4	0.74	110.2	former	0	0	20.1	5.1	O/GCSE/CSE	<18k	0.03	1	100	0	0	0	0	0	0	0	0	0.071	0	13.732	0	1.695	0
88	European	53.8	0	166.5	90.7	32.7	111	98.8	0.957	0.667	17.4	31.6	149	78	0	162	43.3	174.9	127.8	101.5	1.86	122.4	84.8	5.39	0	0	1.34	1.03	74.1	current	15.5	1	20.8	2.8	degree	<18k	-0.87	1	92.9	1	0	0	0	0	0	0	0	10.42	1	14.473	0	12.343	0
89	European	56.7	1	181	71.8	21.9	111.9	93.6	0.632	0.618	35.1	25.9	134	89	1	127	55	111.6	134.7	109.2	0.95	14.5	116.4	5.83	0	0	0.95	0.78	103.7	current	16.9	0	13.1	6.5	none	18-30k	-3.74	0	93.3	0	0	0	0	0	0	0	0	15	0	15	0	15	0
90	European	57.1	0	163.5	76.2	28.5	103.8	125.5	0.77	0.635	19.7	25.4	179	89	0	228.1	71.2	287	152	103.1	1.44	26.5	123.8	4.64	0	0	0.92	0.92	84.8	never	0	0	4.1	4.3	A-levels	52-100k	0.23	1	89.9	1	1	0	0	0	0	0	0	15	0	6.001	0	15	0
91	European	47.5	1	185.7	80.3	23.3	102.8	102.8	0.955	0.553	30.8	27.3	126	73	0	155.7	37.3	169.9	134.8	94.1	2.26	77.7	73.3	5.17	0	0	1.04	0.9	87.2	former	0	0	36.6	5.7	NVQ/HNC/HND	>100k	3.63	0	80.3	0	0	0	0	0	0	0	0	2.137	1	3.903	0	15	0
92	European	62.6	0	176.5	69.4	22.3	94.7	115.3	0.88	0.537	34.6	43.8	128	74	0	150.8	49.8	79.6	125.1	81.1	1.38	12.8	81.2	5.81	0	0	0.91	0.73	111.2	never	0	0	9.8	4.6	A-levels	52-100k	-5.72	0	96.2	0	0	0	0	0	0	0	0	8.561	0	15	0	15	0
93	European	56.9	0	183.3	80.5	24	96.2	86.9	0.915	0.525	22.1	25.1	111	59	0	131.3	47.9	238.1	147.4	117.9	1.01	42.3	71.4	5.1	0	0	1.24	1.29	56.9	never	0	0	22.5	4.9	degree	31-52k	-1.68	1	86.7	1	0	0	0	0	0	0	0	5.918	0	9.679	0	15	0
94	European	70.8	0	188.9	94.7	26.5	74.6	104.1	0.949	0.395	38.1	31.3	149	97	1	144.3	66.4	294.4	193.4	138.2	0.45	74.3	109.8	5.41	0	0	1.14	1.31	55.8	never	0	0	19.2	6.1	O/GCSE/CSE	52-100k	-1.91	1	86.4	0	0	1	0	0	0	0	0	13.313	1	9.582	0	15	0
95	European	72.2	1	158.5	56.3	22.4	112.1	103.3	0.857	0.707	17	17.4	131	85	1	128.3	44.2	45.9	190.7	99.3	1.02	4.4	100.4	6.36	1	1	0.73	0.6	140.6	former	0	0	58.6	5.2	O/GCSE/CSE	<18k	2.9	1	100	0	0	0	0	0	0	0	0	5.595	0	15	0	15	0
96	European	57	1	163.5	65.1	24.4	102.4	100.3	0.839	0.626	30.9	32.4	110	70	0	137.1	56.8	112.2	190.5	96.1	1.08	7.6	113.2	4.5	0	0	0.4	0.59	143.8	never	0	0	16.7	6.3	degree	52-100k	-1.8	0	87	1	0	0	0	0	0	0	0	15	0	7.215	0	3.628	0
97	European	61	1	171	97.1	33.2	98.9	113	0.939	0.579	14.7	48.6	143	78	0	169.8	65.1	74	157.5	87.1	0.49	45.9	93.7	5.23	0	0	0.65	0.8	100.7	former	0	0	34.6	5.1	degree	31-52k	5.5	1	99.6	0	0	0	0	0	0	0	0	10.341	1	1.673	0	4.054	0
98	European	73.9	1	156.1	70.9	29.1	108.6	101.4	0.958	0.696	26.6	26.1	150	87	0	132.4	52.6	134.4	97.3	95.7	0.68	72.5	130.7	6.43	0	0	1.04	1.01	76	never	0	1	21.4	6.4	NVQ/HNC/HND	31-52k	-5.18	1	100	0	0	0	0	0	0	0	0	15	0	0.679	0	15	0
99	European	62.4	0	183.7	109.1	32.3	106.4	103.8	0.878	0.579	25.9	19.9	147	93	0	185.5	26.1	363.3	162.9	83.5	1.75	17	96	6.02	0	0	1.45	1.2	61.9	former	0	0	0	3.7	O/GCSE/CSE	<18k	-0.65	1	100	1	0	0	0	0	0	1	0	7.508	0	15	0	8.605	0
100	European	55.5	1	168.7	81.6	28.7	92.3	116.9	0.991	0.547	9.2	34.9	132	78	0	140	20	631.9	161.8	96.7	1.27	19.9	90.8	6.12	1	0	1.03	1.08	69.8	never	0	0	16.8	4.4	O/GCSE/CSE	18-30k	-1.1	0	99.5	0	0	1	0	0	0	0	0	13.504	1	2.63	0	7.358	0

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