Split (1)

train · 1M 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	ckd int64	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_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
999,801	European	60.3	1	178.4	99.9	31.4	100.6	107.5	0.833	0.564	9.9	34.8	176	116	0	157.7	51.7	215.4	131.4	132.4	3.37	14.6	105	6.07	0	0	0.97	0.86	92.4	0	current	10.1	0	58.8	3.1	O/GCSE/CSE	52-100k	-6.32	1	79	1	0	0	0	0	0	0	2.296	0	15	0	15	0
999,802	European	56.1	1	170.6	62.7	21.6	96.3	113.1	0.908	0.565	30.3	33.3	169	98	0	172.9	52.4	105.6	111.2	137.4	0.97	7.8	126.6	4.5	0	0	1.38	0.92	84.5	0	former	0	0	29.5	3.4	O/GCSE/CSE	18-30k	1.31	0	100	0	0	0	0	0	0	0	15	0	7.559	0	5.783	0
999,803	European	60.3	0	160.9	76.2	29.4	90	101.6	0.827	0.559	29.3	32.7	152	84	0	141.5	58.5	56.5	149.4	129.4	2.14	88.7	129.1	5.59	0	0	0.95	1.07	70.4	0	former	0	0	16.8	4.5	O/GCSE/CSE	31-52k	-2.48	0	83.7	0	0	0	0	0	0	0	5.763	0	1.437	0	15	0
999,804	European	63.7	0	177.5	89.9	28.5	89.7	91.8	0.717	0.506	31.3	49.5	106	75	0	155.7	50	335.6	129.4	64	1.07	82.1	90.6	6.44	0	0	0.69	0.59	142.4	0	never	0	0	29.2	4.1	O/GCSE/CSE	31-52k	-2.66	1	89.5	0	0	0	0	0	0	0	7.803	1	3.766	0	15	0
999,805	European	66.4	1	173.3	71.1	23.7	81.3	99.3	0.843	0.469	38.6	27.4	113	62	0	128.8	76.6	124.7	197.2	67.4	0.84	6	97.6	4.5	0	0	1.05	1.21	61.1	0	never	0	0	40.2	5.4	O/GCSE/CSE	18-30k	-4.42	1	84.2	0	0	0	0	0	0	0	3.448	0	15	0	2.276	0
999,806	European	43.5	1	178.4	82.7	26	109.5	115.7	0.779	0.614	33.9	46.7	130	83	0	102.5	85.1	94.5	191.2	97.1	1.01	18.2	94.1	4.5	0	0	1.42	1.08	70	0	current	14.2	0	11.7	5.1	degree	<18k	-3.02	1	82.1	1	0	0	0	0	0	0	15	0	15	0	14.774	0
999,807	European	49	0	162.6	62.3	23.6	89.7	128.7	0.874	0.552	19.8	24.6	119	68	0	139.7	59.3	110	121.9	86.1	1.79	159.1	126.6	6.66	0	0	1.22	1.09	69.4	0	never	0	0	14.4	7	degree	31-52k	1.38	1	100	1	0	0	0	0	0	0	6.894	0	6.224	0	3.697	1
999,808	European	53	0	170	78.4	27.1	103.6	112.2	0.916	0.609	32.2	31	143	87	0	100.1	33.7	71	162.9	91.6	1.02	19.3	109.9	5.1	0	0	1.1	0.98	78.6	0	never	0	1	25.2	4.7	O/GCSE/CSE	31-52k	-4.3	0	100	0	0	0	0	1	0	0	2.091	0	2.911	0	13.091	0
999,809	European	62.2	0	172.4	102.5	34.5	82.8	102.5	0.937	0.48	37.6	44.8	145	74	0	189.9	60	107.7	184.5	91.2	1.19	51.6	93.2	5.6	1	0	1.19	1	76.8	0	former	0	0	20.3	2.9	O/GCSE/CSE	>100k	1.48	0	81.3	0	0	0	0	1	0	0	7.681	0	15	0	5.898	0
999,810	European	51.6	1	172.5	84.3	28.3	92.2	107.7	0.935	0.534	30	35.9	153	84	0	139.5	59.5	94.8	148.8	93.5	0.64	59.3	108.2	4.61	0	0	1.05	1.05	72.2	0	former	0	0	32	5.8	none	31-52k	-1.07	1	100	0	0	0	0	0	0	0	1.222	0	2.393	0	15	0
999,811	European	50.7	1	152	61.1	26.4	85.9	99.8	1.045	0.565	30.5	28.5	91	64	0	150.2	67.5	173.7	140.9	105.3	1.17	12.2	96.3	5.43	0	0	1.1	1.12	66.8	0	never	0	1	18	2.9	O/GCSE/CSE	18-30k	-3.72	0	91.8	1	0	0	0	0	0	0	4.39	0	10.112	0	9.22	0
999,812	European	46.6	1	177.5	102.6	32.6	97.4	113.5	0.921	0.549	34.2	33.1	143	86	0	201.3	73.1	255.5	110.2	115	1.9	9.4	115	5.61	0	0	1.04	1.1	68.8	0	never	0	0	24	4.2	degree	<18k	-3.52	1	100	0	0	0	0	0	0	0	15	0	15	0	7.135	0
999,813	European	52.3	1	179.8	89.1	27.6	95.3	103.6	0.832	0.53	29.2	25.6	137	82	0	157.7	62.8	80.5	121.4	107.4	2.31	4.8	87.7	5.77	0	0	1.16	1.07	70.8	0	never	0	0	29.4	6.7	A-levels	<18k	1.81	1	91.6	0	0	0	0	0	0	0	11.502	0	5.767	0	15	0
999,814	European	58.1	1	173.1	92.1	30.7	74.2	110.8	0.975	0.429	18	51	127	75	0	157	50.6	90	149.6	99.1	0.55	5.7	86.2	5.85	0	0	1.05	0.91	86.3	0	never	0	1	44.3	2.2	degree	52-100k	-0.83	0	100	1	0	0	0	0	0	0	15	0	5.582	1	7.427	0
999,815	European	58.3	0	170.9	83	28.4	101.3	99.2	0.931	0.593	21.5	25.1	139	79	0	109.8	65.3	204.6	158.7	73.6	1.66	37	95.1	6.01	0	0	0.7	1.14	65.6	0	never	0	0	32.3	3.5	O/GCSE/CSE	<18k	2.18	0	94.4	1	0	0	0	0	0	0	13.339	0	11.764	0	12.464	0
999,816	European	64.3	0	185.1	66.6	19.4	81.1	110.5	0.842	0.438	26.6	13.2	135	79	0	148.5	74	56.3	162.2	81.1	2.34	45	109.4	4.5	0	0	0.75	0.84	94	0	never	0	0	38.6	3.8	O/GCSE/CSE	31-52k	-4.5	0	90.1	0	0	0	0	0	0	0	0.897	0	8.808	0	6.579	0
999,817	European	57.7	0	174.4	74.1	24.4	94.3	101.4	0.902	0.541	32.8	37	122	71	0	93.4	65.4	128.1	135.8	108.1	0.98	11.2	95.5	5.37	0	0	0.67	0.95	81.8	0	former	0	1	13.9	0.9	O/GCSE/CSE	31-52k	-1.38	0	100	0	0	0	0	1	0	0	15	0	15	0	15	0
999,818	European	40.7	0	179.1	112.1	34.9	100.8	115.1	0.907	0.563	39	36.9	143	99	0	151.2	49	276	162.3	106.8	1.63	60.3	106.9	6	0	0	0.99	0.83	96	0	never	0	0	20.5	4	degree	<18k	2.58	1	100	1	0	0	0	0	0	0	14.812	0	15	0	1.822	0
999,819	European	43.4	0	186	90.2	26.1	104	106.2	0.885	0.559	27	37.2	122	74	0	141.9	50.3	85	148.2	117.5	0.84	11.6	77	5.51	0	0	1.05	0.97	79.2	0	never	0	0	33.4	2.8	none	<18k	0	1	100	0	0	0	0	0	0	0	15	0	7.744	0	15	0
999,820	European	46.1	1	171.3	87.5	29.8	106.7	92.1	0.861	0.623	34.5	43.1	140	80	0	124.1	48.8	153.7	144.9	132	2.13	20.6	103.3	6.05	0	0	0.68	0.44	200	0	never	0	1	16.1	4.6	O/GCSE/CSE	18-30k	-1.02	0	82.1	0	0	0	0	0	0	0	1.25	0	15	0	6.554	0
999,821	European	58.3	1	174.2	72.6	23.9	102	112	0.868	0.586	29.3	30.4	147	91	0	140.3	82.8	75.1	151	123.5	0.33	14.6	85.4	5.43	0	0	0.69	0.8	100.3	0	current	9.1	0	11.1	4.5	O/GCSE/CSE	18-30k	0.95	0	91.4	1	0	0	0	0	0	0	2.602	0	3.901	0	15	0
999,822	European	73.2	0	177.3	76.4	24.3	79.2	99.9	0.9	0.447	23	29.3	144	74	1	109.4	44.4	95	152.5	108.5	1.48	38	114	5.4	1	0	0.86	0.85	93.5	0	never	0	0	37.8	3.7	NVQ/HNC/HND	52-100k	-3.75	0	90.9	0	0	0	0	0	0	0	0.589	1	14.524	0	2.738	0
999,823	European	51.6	0	161.1	58.7	22.6	103	103.5	0.982	0.64	38.6	32.3	138	98	0	106.8	83.5	90.6	135.7	67.8	0.36	7.5	100.4	4.96	0	0	1	1.03	73.8	0	never	0	0	16.4	5.1	NVQ/HNC/HND	31-52k	-4	0	100	0	0	0	0	0	0	0	15	0	15	0	15	0
999,824	European	60.8	1	173	58.6	19.6	73.5	107.7	0.713	0.425	30.8	34.5	144	87	0	159.9	78.7	154.6	133.6	97.8	0.76	9.1	99.6	5.26	0	0	0.9	1.03	74	0	never	0	0	64.9	5.3	degree	18-30k	2.88	0	98.4	0	0	0	0	0	0	0	8.344	0	15	0	5.679	0
999,825	European	58.1	0	179.9	71.6	22.1	89.9	99	0.824	0.5	29.3	22.3	118	67	0	141	27.9	149.5	195.1	73.2	2.21	18.3	74.7	5.26	0	0	0.52	0.71	115	0	former	0	0	0	2.5	degree	18-30k	3.58	0	100	0	0	0	0	0	0	0	15	0	4.114	0	15	0
999,826	European	65.2	0	161.4	71.9	27.6	103.8	99.4	0.932	0.643	26.7	33.5	128	79	0	75.8	50.6	50	157.7	86.1	0.83	4.6	93	5.15	0	0	0.94	1.08	69.9	0	never	0	0	0	2.4	NVQ/HNC/HND	<18k	3.63	0	84.6	0	1	0	0	0	0	0	15	0	15	0	15	0
999,827	European	55.3	0	177.4	102.2	32.5	87.2	115.1	0.753	0.491	33.8	31.1	149	83	1	98.6	64.4	159	125.7	100.9	1.36	22.9	76.9	5.18	0	0	1.04	0.87	90.3	0	never	0	0	25.7	4.4	O/GCSE/CSE	18-30k	-2	0	100	1	0	0	0	1	0	0	0.859	0	15	0	15	0
999,828	European	65.7	1	172.7	107.5	36.1	95.4	117.8	1.003	0.552	36.3	24.6	121	74	1	112.8	59.1	144.7	170.7	101.3	1.57	2.5	83.8	5.45	0	0	0.9	0.63	133.3	0	never	0	0	17	6.5	A-levels	18-30k	-0.38	0	91.2	0	0	0	0	0	0	0	1.112	1	4.348	0	10.728	0
999,829	European	67.4	0	178.8	71	22.2	65.5	133.7	0.802	0.366	24.7	22.7	133	90	0	71	63.2	138.9	167.2	124.1	0.72	12	72.6	5.67	0	0	1.3	0.8	100.2	0	never	0	0	22.3	3.8	NVQ/HNC/HND	31-52k	0.14	0	100	1	0	0	0	0	0	0	7.338	0	12.171	0	15	0
999,830	European	53.5	0	161.2	71.7	27.6	77.5	105.2	1.004	0.481	23	38	121	78	0	89.4	73.4	151.9	132.5	99.4	0.34	13.1	114.8	5.29	0	0	0.81	0.86	91.9	0	never	0	0	31.2	2.5	O/GCSE/CSE	18-30k	-5.66	0	100	1	0	0	1	1	0	0	13.838	0	15	0	2.02	0
999,831	European	57.1	1	180.5	92.5	28.4	66	107	0.872	0.366	23.4	43.5	152	101	0	189.9	59	127.9	146.5	92.4	1.29	12.1	70.8	6.07	0	0	1.43	1.37	52.8	0	never	0	0	5.6	5.1	O/GCSE/CSE	<18k	-1.66	1	100	1	0	0	0	0	0	0	7.762	0	15	0	15	0
999,832	European	66.2	0	175.5	89.9	29.2	101.7	97.1	0.875	0.579	15.1	24.5	167	105	0	179.8	33.3	200.9	168.5	98.3	4.57	7.7	143.1	5.6	0	0	1.2	1.05	72.4	0	former	0	0	40.6	5.3	O/GCSE/CSE	31-52k	1.58	0	97.9	1	0	0	0	0	0	0	15	0	15	0	15	0
999,833	European	67	0	181.6	86.1	26.1	87.8	106	0.843	0.484	39.9	32.2	144	86	0	123.3	83.2	137.8	167	104	1.45	19.8	112.3	5.05	0	0	0.78	0.89	87.9	0	never	0	0	8.7	2.2	O/GCSE/CSE	>100k	2.6	0	91.3	1	0	0	1	0	0	0	7.211	0	8.447	0	15	0
999,834	European	57.2	0	153.5	67	28.4	102.8	114.3	0.888	0.67	30.9	31.3	123	77	0	175.5	71.5	133.2	150.9	93.9	1.06	4.7	101	5.79	0	0	0.54	0.65	128	0	never	0	0	8.1	4.3	none	31-52k	-1.82	0	83.2	0	0	0	0	0	0	0	15	0	15	0	4.614	0
999,835	European	50.9	1	169.5	76.4	26.6	89.2	110	0.904	0.526	37.1	33.8	149	93	0	141.6	31.4	143.2	165.1	46.3	2.13	47.4	71.3	6.17	0	0	0.99	0.97	80	0	never	0	0	16	4.7	none	>100k	-0.96	0	99	0	0	0	0	0	0	0	0.661	1	6.865	0	15	0
999,836	European	55.4	0	171.6	73.1	24.8	86.5	93	0.987	0.504	23.3	21.8	139	82	0	95.3	42.3	136.8	118.7	112.5	1.93	67	102.6	5.45	0	0	0.89	1.26	58.4	0	former	0	0	23.3	4.4	O/GCSE/CSE	<18k	-3.09	1	84.4	1	0	0	0	0	0	0	15	0	4.302	0	1.878	0
999,837	European	64.6	0	174.2	79.6	26.2	85.3	102.4	0.885	0.49	31.3	18.2	132	90	0	145.9	81.7	52.4	166.6	80.4	1.89	7.7	91.9	4.89	0	0	0.81	0.94	82.4	0	never	0	1	11.3	4.7	degree	31-52k	-6.94	0	100	0	0	0	0	0	0	0	15	0	15	0	2.56	0
999,838	European	47.8	0	150.4	62.8	27.7	65.6	117	0.819	0.436	26.4	18.2	147	89	0	175.5	76.2	49.3	182.9	92.1	0.49	47.1	103.5	6.54	0	0	0.95	0.69	119.1	0	former	0	0	7.1	4.7	degree	52-100k	-2.12	1	99	0	0	0	0	0	0	0	1.377	0	15	0	0.129	0
999,839	European	52.3	0	168.5	67.4	23.8	104.9	107.6	0.831	0.622	33.6	31.7	130	85	1	120.3	49.2	81.9	98.4	75.5	1.66	36.2	120	4.5	0	0	0.76	0.59	142.5	0	never	0	0	13	4.1	A-levels	18-30k	6.32	1	96	1	0	0	0	0	0	0	9.112	0	15	0	15	0
999,840	European	62.5	0	174.5	74.5	24.5	82.9	106.4	0.776	0.475	40.5	35	119	68	0	138.8	69.5	142.8	123.2	70.1	1.66	58.7	111.2	5.08	0	0	0.67	0.96	81	0	never	0	0	37.2	4.9	O/GCSE/CSE	18-30k	0.53	0	83.6	0	0	0	0	0	0	0	15	0	15	0	0.175	0
999,841	European	51.7	0	190.3	90.6	25	95	109.7	0.754	0.499	32.4	37.3	115	88	0	108.7	61.6	126.9	156.8	77.4	1.11	4.4	81.3	4.71	0	0	1.02	1.13	66.1	0	never	0	0	43.6	6.6	degree	<18k	0.93	0	91.9	0	1	0	0	0	0	0	2.911	0	3.893	0	15	0
999,842	SouthAsian	55.5	1	159.3	56.7	22.3	95.8	105.5	0.856	0.601	38.1	25.7	136	81	0	120.1	50	63	129.4	75.8	3.39	13.3	127.5	4.92	0	0	0.62	0.74	109.6	0	never	0	0	10.2	2	NVQ/HNC/HND	<18k	1.98	0	57.5	1	0	0	0	0	0	0	10.156	0	1.165	0	5.095	0
999,843	European	63.3	1	172.2	109.3	36.8	85.6	115.5	0.974	0.497	40.4	25.8	146	88	0	121	42.2	76.4	123.2	101.2	1.97	151.3	102.1	5.07	1	0	1.05	1.02	75	0	former	0	0	20.1	4.2	degree	<18k	-2.29	0	100	1	0	0	0	0	0	0	11.777	0	14.861	0	15	0
999,844	European	55.6	0	150.5	57.8	25.5	86.9	92.6	0.831	0.577	29	27.6	152	88	0	129.5	53.2	164.7	163.8	92	1.13	11.5	89.6	4.94	0	0	0.59	0.65	129.2	0	former	0	0	30.7	3.7	none	52-100k	2.6	0	100	0	0	0	0	0	0	0	1.19	0	0.572	1	12.028	0
999,845	European	73.9	0	176.5	73.6	23.6	96.9	114.2	0.752	0.549	42.3	43	112	71	0	126.2	71.1	109.5	99	118	2.17	6.3	89.6	5.4	1	1	0.9	1.03	74	0	current	22.4	0	38.2	3.1	degree	<18k	-0.21	0	92.8	0	0	0	0	1	0	0	15	0	6.859	0	0.319	0
999,846	European	56.3	1	169.3	89.7	31.3	110.2	101.1	1.021	0.651	32.3	20.1	132	93	0	109	70.2	187.3	138.9	116.5	2.36	19.2	119	5.56	0	0	0.81	0.83	96.2	0	never	0	0	31.1	4.5	degree	31-52k	-1.26	0	96.4	1	0	0	0	0	0	0	15	0	12.182	0	11.005	0
999,847	European	49.7	1	189.1	93.7	26.2	97.2	101	0.959	0.514	23.4	41	112	77	0	158.4	59.3	87.5	195	94.5	2.59	8	90.4	4.6	0	0	0.65	0.83	95.6	0	never	0	0	28	5.6	O/GCSE/CSE	18-30k	0.03	1	87.7	0	0	0	0	0	0	0	6.784	0	7.788	0	15	0
999,848	European	59.9	0	185.8	97.6	28.3	99.2	90.4	0.887	0.534	22.5	12.7	132	80	0	89.4	63.3	135.6	131.7	126.1	1.3	100.4	82.1	5.72	0	0	0.95	1.09	69.2	0	former	0	0	41.2	3.5	A-levels	<18k	-3.47	0	100	1	1	0	0	0	0	0	1.356	0	15	0	8.09	0
999,849	European	53.8	1	178.4	124.9	39.2	103	101.8	1.097	0.577	41.4	24.8	170	101	0	140.4	52.5	146.5	157.3	121.7	0.28	11.5	127.1	4.9	0	0	1.07	0.68	122	0	never	0	0	23.9	2.9	O/GCSE/CSE	<18k	-3.4	1	98.5	0	0	0	0	0	0	0	1.918	1	15	0	15	0
999,850	European	57.4	0	175.1	49.1	16	86	110.9	0.769	0.491	30.8	27.5	139	83	0	163	48.2	195.7	226.1	123.9	2.01	80.4	87.9	5.94	0	0	1.07	1	76.6	0	never	0	0	42.7	5.4	none	31-52k	4.08	0	100	1	0	1	1	0	0	0	4.022	0	3.938	0	12.796	0
999,851	European	67.3	1	169.8	71.3	24.7	120.8	118.4	0.788	0.712	25.6	42.9	151	90	0	130.6	58.1	124.3	175.3	83.7	0.55	14.2	94.9	5.9	0	0	1.01	0.84	94.5	0	never	0	0	47.4	3.6	degree	18-30k	1.85	0	88.4	0	0	0	0	0	0	0	13.238	0	8.631	0	13.469	0
999,852	European	56.6	0	181.4	123.6	37.6	96.1	109.3	0.871	0.53	32.3	30.4	124	76	0	133.6	60.5	148.3	172.2	160.2	2.51	10.1	121.1	5.67	0	0	1.02	1.08	70.3	0	never	0	0	26.1	2.4	O/GCSE/CSE	<18k	-4.46	1	94.4	0	1	0	0	0	0	0	1.018	0	15	0	13.549	0
999,853	European	85	1	182.4	108.1	32.5	97.5	100.6	0.809	0.534	34.3	26.1	141	96	0	160	61.7	160.3	158.9	83.9	2.8	8.7	97.4	5.43	0	0	1.44	1.54	46	1	never	0	1	25.3	4.9	O/GCSE/CSE	52-100k	-3.6	0	100	0	0	0	0	0	0	0	15	0	0.011	0	0.504	0
999,854	European	72.5	0	173.8	108.6	35.9	103.6	91.7	0.923	0.596	31.1	27.7	127	79	0	170.1	35.1	150.7	123.8	106.4	1.62	122.7	114.5	5.94	1	1	0.88	1.09	69.6	0	former	0	1	19.1	3.8	NVQ/HNC/HND	<18k	-1.07	1	84.3	1	0	0	0	0	0	0	2.039	0	0.167	1	1.534	0
999,855	European	41.9	1	179.5	87.7	27.2	95.6	106.4	0.881	0.533	16.7	14.3	154	102	0	131	50.4	174.4	141.1	120.9	1.34	11	109.9	6.65	0	0	0.71	0.66	125.2	0	former	0	0	9.2	4	none	52-100k	-2.99	1	100	1	0	0	0	0	0	0	12.163	0	15	0	3.89	0
999,856	European	58.5	0	172.4	79.8	26.9	93.4	111.9	0.836	0.542	14.6	20.4	98	68	0	127.2	32.2	160.7	165.8	96.2	2.09	41.9	68.3	5.22	0	0	0.79	0.67	124.5	0	never	0	0	52.3	5.4	O/GCSE/CSE	<18k	1.74	1	92.7	1	1	0	0	0	0	0	13.577	0	7.583	0	15	0
999,857	European	46.8	1	183.3	89.4	26.6	81.3	101.6	0.845	0.444	32.4	34.4	135	81	1	74.2	51.8	62.1	150.8	90.7	1.71	20.4	133	6.76	0	0	1.01	0.78	103.1	0	current	11.5	0	33.3	7	O/GCSE/CSE	<18k	-3.51	0	97.2	1	0	0	0	0	0	0	0.5	0	15	0	6.168	0
999,858	European	52.4	0	168.6	64.3	22.6	104.5	97.1	0.842	0.62	11.8	41	126	71	0	133.2	56.3	79.2	163.2	95.3	1.03	27.1	79.1	5.87	0	0	1.1	1.14	65.4	0	never	0	0	0.2	3.4	O/GCSE/CSE	>100k	2	0	100	1	0	0	0	0	0	0	15	0	10.139	0	15	0
999,859	European	62.4	0	156.5	71.1	29	82.6	107.5	0.877	0.528	35.9	28.1	100	68	0	121.7	46.9	211.4	147.7	118.2	2.63	26	96	6.11	0	0	1	0.57	150.1	0	never	0	0	10.6	6	O/GCSE/CSE	18-30k	-1.78	1	88.3	1	0	0	0	0	0	0	10.307	0	15	0	6.394	0
999,860	European	61.4	1	165.4	72.6	26.5	83.1	119.4	0.917	0.503	40.3	28.5	99	69	0	138.6	98	74.5	144.5	95.2	0.3	99.6	124.5	5.08	0	0	0.72	1.07	70.9	0	former	0	0	40.7	6.4	A-levels	<18k	3.87	0	97.5	0	0	0	0	0	0	0	15	0	15	0	5.895	0
999,861	European	66.3	1	170	66.9	23.2	115.6	93.2	0.757	0.68	29	34.1	121	86	0	188.8	65.1	112.3	92.8	85.9	1.46	7.1	100.2	6.54	0	0	0.82	0.93	83.4	0	former	0	0	5.5	3.8	degree	31-52k	-1.61	0	99.9	0	0	0	0	0	0	0	6.267	0	2.413	1	10.488	0
999,862	European	50.7	0	191.8	81.3	22.1	93.7	113.2	0.917	0.489	35.7	18.3	139	79	0	86.6	74.1	55.5	134.8	105.1	0.49	59.2	107.6	4.83	0	0	1.31	1.47	48.7	0	never	0	0	8.8	5.2	degree	31-52k	-2.95	0	78.9	0	0	0	0	0	0	0	4.291	0	4.819	0	1.94	0
999,863	European	56.9	0	186.8	97.7	28	99.4	99.5	0.843	0.532	36.1	57.2	135	86	0	140.2	60.2	75.9	128	110.2	0.86	26.1	88.2	4.94	1	0	0.96	1.17	63.9	0	never	0	0	30.9	6.1	O/GCSE/CSE	31-52k	-1.98	0	100	1	0	0	0	0	0	0	0.456	1	1.605	0	15	0
999,864	European	40	0	185.9	75	21.7	95.5	112.9	0.819	0.514	27	25	157	82	0	85.7	49.5	84.3	119.6	99.9	0.54	27.4	73.2	4.65	0	0	0.7	0.97	79.9	0	former	0	1	34.7	6.9	A-levels	<18k	-2.3	0	100	0	0	0	0	0	0	0	1.699	0	11.704	0	7.393	0
999,865	European	55.1	0	165.7	47.4	17.3	95	106.8	0.757	0.573	36.8	23.2	127	75	0	116	83.6	78.5	153.8	114.7	0.91	17.3	93.1	4.97	0	0	0.92	0.77	104.4	0	never	0	0	16.9	7	O/GCSE/CSE	18-30k	4.15	0	95.6	0	0	0	0	0	0	0	13.255	0	11.009	0	15	0
999,866	European	61	0	169.1	67.2	23.5	92.2	103.9	1.059	0.545	14.2	30.4	142	93	0	149.9	44.2	83.5	135.2	88.2	1.47	70.4	79.8	5.13	0	0	1.14	0.96	80.1	0	former	0	0	14.1	6.3	A-levels	31-52k	0.68	0	98.5	0	0	0	0	0	0	0	12.467	1	9.538	0	1.111	0
999,867	European	52.1	0	176.4	83.3	26.8	96.6	106.8	0.766	0.547	26.2	46.1	142	87	0	200.5	61.3	87.1	170.1	90.4	2.29	9.5	106.6	5.53	0	0	0.63	0.49	177.6	0	never	0	0	4.7	3.3	A-levels	>100k	-1.32	1	94.3	1	0	0	0	0	0	0	4.033	0	0.823	0	15	0
999,868	European	70.6	1	185.9	88.8	25.7	85.2	119.2	0.965	0.458	38.1	38.7	165	96	1	145.6	60.5	197	81.7	107.2	1.05	3.7	115	5.59	0	0	0.81	0.79	101	0	never	0	0	22.7	5.3	A-levels	31-52k	0.96	0	100	0	0	0	0	0	0	0	3.335	0	15	0	10.762	0
999,869	European	72.9	0	169.9	69.9	24.2	69.7	110.6	0.798	0.41	26.4	35.3	123	76	0	150.6	78.4	76.9	180.1	136.5	1.21	11.1	108.1	5.47	0	0	0.81	0.89	87.5	0	never	0	0	11.1	4	degree	<18k	-1.72	0	91.7	0	0	0	0	0	0	0	1.697	0	15	0	3.633	0
999,870	European	56.6	0	162.1	58.8	22.4	96.2	119.8	0.827	0.594	23	33.5	128	88	0	139	41.3	84.6	190.6	101.6	2.12	19.7	97.3	5.17	0	0	0.98	0.74	109.1	0	never	0	0	15.4	3.5	NVQ/HNC/HND	52-100k	-6.52	0	99.3	1	0	0	0	0	0	0	15	0	1.889	0	0.414	0
999,871	European	52.1	0	176.2	81.7	26.3	87.8	110.7	0.733	0.498	32.8	9.6	104	62	0	159.7	59.9	56.4	172.1	113.2	1.31	12.4	126	5.54	0	0	1.29	1.11	67.9	0	former	0	0	1.9	3.3	degree	52-100k	0.32	0	100	1	0	0	0	0	0	0	15	0	2.135	0	15	0
999,872	European	54.2	1	169.6	57.3	19.9	78.3	97.6	0.728	0.462	20.2	22.4	134	83	0	136.6	49.7	102.2	101.5	115.3	1.29	62.9	113.8	5.52	0	0	1.25	0.84	94.5	0	never	0	0	25.9	4.1	O/GCSE/CSE	31-52k	-1.64	0	98.7	0	0	0	0	0	0	0	15	0	12.888	0	15	0
999,873	European	62	0	166.4	80.7	29.1	107.8	100.7	0.908	0.648	29.6	20.3	112	68	0	138.7	54.7	43.1	117.9	109.9	1.34	35.6	65.6	5.44	0	0	0.91	0.78	102.9	0	never	0	0	31.9	6.2	degree	<18k	-2.93	0	97.5	1	0	0	0	1	0	0	0.117	1	15	0	15	0
999,874	European	49.5	1	163.6	86.7	32.4	103.8	99.6	1.131	0.634	25.4	38.1	133	79	0	130.6	27.6	143.2	142.7	98.1	2.99	4.5	69.2	5.98	0	0	1.46	1.02	74.5	0	never	0	0	3.5	3.6	A-levels	31-52k	-3.35	0	95.6	1	0	0	0	0	0	0	0.101	0	15	0	2.856	0
999,875	European	56.3	1	158.8	70.8	28.1	77.5	97.6	0.835	0.488	22.6	25.5	144	96	0	178.7	58.8	236.9	152.1	93.5	4.68	6.9	88.5	5.29	0	0	1.08	1.28	57.4	0	never	0	0	27.9	4.8	O/GCSE/CSE	18-30k	-3.91	0	97	0	0	0	0	0	0	0	1.496	0	15	0	12.961	0
999,876	European	58.2	0	180.7	100.6	30.8	90.8	103.5	0.764	0.503	47.6	47.9	138	95	1	116.6	38.1	135.5	149.4	88.9	1.18	28.1	97.7	5.25	0	0	1.18	0.9	86.9	0	never	0	1	7.9	5.9	O/GCSE/CSE	>100k	-0.29	0	92.2	1	0	0	0	0	0	0	15	0	15	0	3.052	0
999,877	European	78.6	1	179.4	83.2	25.9	104.1	102.5	0.794	0.58	26.3	19.6	135	86	0	129.3	60	136.8	100.5	107.9	1.16	3	81.2	4.92	1	1	1.18	1.16	64.3	0	never	0	0	9.7	3.1	A-levels	18-30k	1.29	0	86.2	1	0	0	0	0	0	0	14.472	0	5.652	0	3.725	0
999,878	European	58.9	0	169.5	78.8	27.4	81.7	107.8	0.958	0.482	32.6	31.3	126	73	0	132	67.7	99.6	157.6	62.6	2.29	98.1	83.4	5.31	0	0	0.73	0.98	78.2	0	never	0	1	0	3.6	degree	18-30k	-7.25	0	91.1	0	0	0	0	0	1	0	15	0	4.383	0	15	0
999,879	European	60.8	1	153.2	60.2	25.7	80.4	100.6	0.933	0.525	25.8	27.9	172	91	1	138	42.5	170.8	168.7	94	1.36	8.7	88.1	5.59	0	0	0.68	0.89	88.7	0	former	0	0	11.4	6.7	O/GCSE/CSE	31-52k	5.42	0	94.5	1	0	0	0	0	0	0	4.761	1	1.918	0	15	0
999,880	European	40.6	1	168.4	72.8	25.7	106.3	107.3	0.805	0.631	42.5	32.3	122	76	0	167.6	71.3	96.5	148.9	120.5	1.08	50.3	78.5	5.56	0	0	0.97	0.96	81	0	never	0	1	28.9	5.4	degree	31-52k	0.82	0	100	1	0	0	0	0	0	0	15	0	15	0	4.523	0
999,881	European	40	1	179.3	86.2	26.8	95.7	119.9	0.798	0.534	13.3	25.7	114	79	0	84.2	48.6	98.7	163	76.6	1.88	24.2	76.2	5.55	0	0	1.2	1.12	66.9	0	never	0	0	19.7	5.1	NVQ/HNC/HND	18-30k	-0.48	1	80.9	0	0	0	0	0	0	0	10.853	0	0.069	0	15	0
999,882	European	58.7	0	158.1	82.1	32.8	99.5	115.6	0.911	0.629	28.6	22.8	127	90	0	126.8	52.8	180.4	163.7	122.5	0.72	27.6	114.4	5	1	0	0.9	0.96	81	0	former	0	0	40.1	6	NVQ/HNC/HND	<18k	-2.77	0	75.2	0	0	0	0	0	0	0	15	0	2.225	0	15	0
999,883	European	58.2	0	179.2	53.8	16.7	82.3	105	0.93	0.459	33.8	45.7	111	80	0	120.6	78.9	37.8	174.8	63.3	1.71	7.2	95.3	4.54	0	0	1.06	0.79	101.3	0	current	12.9	0	39.3	4.3	degree	31-52k	-4.51	0	84.2	0	0	0	0	0	0	0	6.156	0	0.049	0	1.065	0
999,884	European	55.6	0	173.2	79.4	26.5	90.8	103.8	0.9	0.525	36.9	31	149	91	1	126.3	64.6	219.7	174.4	104.2	1.27	10.1	105.3	6.08	0	0	1.28	1.14	65.6	0	former	0	0	0	5.2	A-levels	18-30k	-5.21	1	88.9	0	0	0	0	0	0	0	11.144	0	15	0	15	0
999,885	European	57.2	0	166.7	84.1	30.3	90.8	98.4	0.832	0.545	22.6	22.2	154	84	1	90.4	59.8	185.3	128.4	114.4	1.84	21.1	86.5	4.78	0	0	1.65	1.28	57.1	0	former	0	0	0	3.2	degree	<18k	2.45	1	91.4	0	0	0	0	0	0	1	7.133	1	7.745	0	15	0
999,886	European	60.5	0	175.2	81.6	26.6	85.3	97.3	0.911	0.487	28.7	43.4	161	94	1	175.8	51.1	338.1	144.6	116.2	2.99	72.4	87	6.17	0	0	0.96	0.94	83	0	never	0	1	38.3	5.6	O/GCSE/CSE	18-30k	-6.62	1	95.9	0	0	0	0	0	0	0	0.991	0	15	0	15	0
999,887	European	55.7	0	161.5	83.6	32	97.7	119	1.032	0.605	22.5	12.9	149	89	0	102.3	62.4	104.5	126.4	90	0.93	44	94.5	5.6	0	0	0.64	0.65	127.1	0	current	20.8	0	42.2	7	A-levels	52-100k	-4.81	0	83.7	1	1	0	0	0	0	0	0.061	0	0.771	0	8.854	0
999,888	European	52.3	1	193.4	105	28.1	100.4	95.5	0.734	0.519	47.7	38.1	126	72	0	130.2	39.2	84.4	156.6	83.2	0.8	4.9	92.7	6.26	0	0	0.43	0.4	200	0	never	0	0	48.9	3.1	O/GCSE/CSE	<18k	-3.04	1	77.2	1	0	0	0	0	0	0	15	0	15	0	15	0
999,889	European	56.6	1	154	62.3	26.3	78.1	108.5	0.816	0.508	30.8	38.9	120	74	0	145.1	33.3	308.2	164.8	44.2	1.69	9.6	97.8	4.5	0	0	1.61	1.32	55.2	0	never	0	1	13.7	5.5	A-levels	52-100k	-1.45	1	91.9	0	0	0	0	0	0	0	15	0	8.287	0	15	0
999,890	European	48.9	0	157.7	80.2	32.2	93.6	100.3	0.901	0.593	42.8	35.7	158	91	0	204.9	41.6	229	136.2	78.6	1.58	38.6	105.7	5.69	0	0	1.2	1.13	66.7	0	never	0	1	35.4	3.7	O/GCSE/CSE	31-52k	-1.42	0	100	0	0	0	0	0	0	0	2.928	0	10.835	0	11.736	0
999,891	European	41	1	182.3	69.3	20.9	105.1	101	0.714	0.576	21.9	19	107	58	0	132.6	78	157.2	94.6	91.7	0.51	64.6	112.1	5.44	0	0	1.1	1.06	71.9	0	former	0	0	17.7	5.6	O/GCSE/CSE	52-100k	-0.08	1	79.1	0	0	0	0	0	0	0	5.459	0	1.34	0	15	0
999,892	European	65.1	1	195.5	79.3	20.7	71.5	107.4	0.749	0.366	32.7	26.8	126	78	0	137.6	45	356	87	64.8	1.41	8.1	94.6	6.09	0	0	1.06	1.35	53.8	0	never	0	0	14.7	7	degree	<18k	-3.49	0	100	0	0	0	0	0	0	0	15	0	15	0	15	0
999,893	European	59.8	1	179.7	119.4	37	92.3	103.8	0.979	0.513	39.2	38.4	171	102	1	179.1	62.7	71.1	133.9	91.4	0.79	7.6	101.8	4.66	0	0	0.83	1.02	75.1	0	former	0	0	1.1	5.7	O/GCSE/CSE	52-100k	-2.7	0	93.1	1	0	0	0	0	0	0	3.688	0	3.264	0	7.3	0
999,894	European	58.6	0	169.2	72.7	25.4	85	105.2	0.742	0.502	30	45.9	111	67	0	89.3	82	87.3	185.1	61.7	1.1	25.1	121.4	7.06	0	0	1.11	1.04	73.4	0	former	0	1	49.4	1.7	degree	31-52k	-0.81	0	78.8	1	0	0	0	0	0	0	15	0	5.174	0	6.084	0
999,895	European	59.4	1	178	92.5	29.2	113.6	105.7	0.803	0.638	42.3	23.9	120	74	0	173.2	61.6	109.6	170	115.5	1.55	7	88.2	6.2	0	0	0.9	0.86	92	0	never	0	0	23.1	4.2	O/GCSE/CSE	52-100k	-1.13	0	100	1	0	0	0	0	0	0	4.394	0	15	0	15	0
999,896	European	58.1	0	155.1	73.4	30.5	85.6	109	0.753	0.552	41.7	42.2	141	73	1	144.9	65.8	51.6	154.7	87.7	0.5	26.4	112.9	4.98	0	0	0.75	0.71	116.1	0	former	0	0	17.1	3.7	degree	31-52k	-4.94	1	100	1	0	0	0	0	0	1	14.698	1	1.407	0	15	0
999,897	European	54.9	0	162.8	63.8	24.1	95	101.4	0.854	0.584	22.2	42.8	146	77	0	163.5	42.2	140.8	174.3	72.3	0.66	159.2	80.2	6.33	0	0	0.68	0.4	200	0	never	0	1	27.2	5.4	none	52-100k	-0.82	0	100	1	0	0	0	0	0	0	15	0	6.832	0	2.535	0
999,898	European	47.3	0	167.3	76.3	27.2	79.8	104.2	1.072	0.477	23.3	52.4	115	81	0	203	42.8	150.5	147	98.6	1.44	17.9	84.3	5.7	0	0	0.99	0.92	85	0	never	0	0	25.5	3.1	A-levels	<18k	-0.02	1	100	1	0	0	0	0	0	0	1.869	1	7.329	0	15	0
999,899	European	64.4	0	170	78.3	27.1	110.2	102.6	0.821	0.648	26.9	30.9	123	88	0	155.9	51.5	161.9	155.7	100.2	1.75	17.4	103.5	4.86	0	0	0.99	1.07	70.5	0	former	0	0	17.2	3.3	NVQ/HNC/HND	31-52k	-0.41	0	94.3	0	0	0	0	0	0	0	7.094	0	0.004	0	15	0
999,900	European	68.9	0	175.3	82.9	27	74.5	117.1	0.678	0.425	29.3	31.7	129	88	0	113.1	83.6	60	134.8	92.1	0.39	11.8	103.1	5.68	0	0	0.94	1.16	64.3	0	never	0	0	24.3	4	NVQ/HNC/HND	31-52k	5.14	0	92.5	0	0	0	0	0	0	0	15	0	3.337	0	10.649	0

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