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	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
101	European	53.7	1	182	57.6	17.4	90.3	119.1	0.756	0.496	28.8	42	162	92	0	122.8	66.4	150	108.9	109.5	1.44	2	90.2	5.53	0	0	0.6	0.69	119.5	former	0	0	0	4.5	NVQ/HNC/HND	31-52k	2.19	1	93.3	1	0	0	0	0	0	0	0	11.364	0	15	0	9.374	0
102	European	64.3	0	172.6	47.7	16	111.4	95.9	0.771	0.645	30.5	44.7	156	99	0	163.6	85.7	101.6	143	97.4	0.71	41.7	119.9	5.31	0	0	1.14	1.23	59.9	former	0	1	12.4	3.3	none	<18k	1.62	1	100	0	0	0	0	0	0	1	0	15	0	15	0	15	0
103	European	47.1	0	183.8	132.3	39.2	87.6	100.4	1.027	0.476	22	34	146	79	0	213.6	23.6	226.2	126.7	83.6	5.88	10.3	103.3	5.19	0	0	1.39	1.18	63.2	former	0	0	0	5	degree	52-100k	-3.17	1	98.6	1	0	0	0	1	0	0	1	15	0	4.002	0	2.771	0
104	European	52.5	1	178	102.9	32.5	90.1	99.2	0.717	0.506	29.5	28.2	128	78	0	193.7	60.4	157.4	153.9	115.9	6.64	81.1	88.7	4.91	0	0	0.87	0.49	178	never	0	0	25.4	4.4	O/GCSE/CSE	52-100k	-0.02	1	88.7	0	0	0	0	0	0	0	0	5.151	0	4.021	0	5.4	0
105	European	68.2	1	175.1	66.3	21.6	99.5	100.2	0.686	0.568	31.4	22.3	133	73	0	99.7	58.1	85.2	162.7	95.3	0.95	27.7	108	5.52	0	0	0.78	0.79	101.6	current	7.9	1	9.8	5.6	NVQ/HNC/HND	52-100k	-3.18	0	100	1	0	0	0	0	0	0	0	15	0	0.701	1	11.175	0
106	European	55.7	0	157.1	66.2	26.8	106.3	88.8	0.774	0.677	40.1	31.2	141	87	0	129.4	56	122	148.7	127.9	1.95	7	92	6.17	0	0	1.21	1.33	54.8	former	0	0	10.5	6.6	degree	31-52k	-5.49	1	96.8	0	0	0	0	0	0	0	0	5.775	0	9.167	0	15	0
107	European	58.1	1	186.9	78.3	22.4	80.7	109.2	0.887	0.432	36.9	36.5	148	93	1	103.9	53.9	117.7	130.7	88.9	2.93	29.6	116.4	5.99	0	0	1.2	1.1	68.7	former	0	0	16.2	3.3	O/GCSE/CSE	<18k	-8.17	0	90.7	1	0	0	0	0	0	0	0	3.854	0	0.223	0	15	0
108	European	50	0	152.7	38.2	16.4	96.5	108.9	0.733	0.632	37.3	26.6	139	81	0	132.6	66	101.9	178.7	103	2.02	28.9	110.5	5.62	0	0	1.09	0.98	78.4	never	0	0	24.5	5	degree	31-52k	-0.21	1	89.3	0	0	0	0	0	0	0	0	7.953	0	6.791	0	12.954	0
109	European	46.2	0	161.7	71.8	27.5	101.7	88.5	0.936	0.629	40.2	37.2	139	80	0	114.8	68	109.7	163.8	98.1	1.15	24.2	106.3	5.14	0	0	1.12	1.26	58.4	former	0	1	15.1	4.7	degree	31-52k	-1.78	1	94.5	1	0	0	0	0	0	0	0	7.578	0	15	0	15	0
110	European	50.1	1	176.7	71.3	22.8	73.7	96.3	0.905	0.417	22.4	20.6	135	87	0	133.1	34.4	128.5	145.4	80.7	1.07	15.7	113.9	6.63	0	0	1.04	0.8	100.6	former	0	0	12.6	3.7	O/GCSE/CSE	>100k	2.01	1	98	0	0	0	0	0	0	0	0	8.111	1	7.281	0	14.89	0
111	European	51.9	0	152.4	65.2	28.1	94.9	107.4	0.953	0.623	20.8	32.9	158	90	0	105.6	56.4	152.3	122.7	83.4	0.49	171.4	60.8	5.93	0	0	0.97	0.94	82.1	never	0	0	33.8	3.7	O/GCSE/CSE	<18k	-3.66	1	85.3	1	0	0	0	0	0	0	0	2.979	0	1.483	0	4.433	0
112	European	49.1	0	152.7	56.5	24.2	90.1	108.1	0.944	0.59	44.3	30.1	123	74	0	164.9	65.1	170.3	112.6	114.7	4.41	7.7	93.3	6.05	0	0	1.04	0.99	78.1	never	0	0	3.8	5.7	NVQ/HNC/HND	<18k	-1.92	1	100	1	0	0	0	0	0	0	0	14.844	0	10.359	0	15	0
113	European	59	1	168.4	70.4	24.8	74.6	93.5	0.798	0.443	21.4	44.6	121	80	0	127.9	81.1	160	169.4	77	0.52	19	108	6.13	0	0	0.82	0.9	86.8	never	0	0	45.8	5.5	none	>100k	-3.23	0	70	0	0	0	0	0	0	0	0	15	0	2.326	0	15	0
114	European	53.5	0	152	68.8	29.8	88.4	116	0.925	0.581	39.7	34.6	140	83	1	129	56.6	76.7	158.8	79	0.96	9.4	78.5	5.71	0	0	0.96	1.05	72.1	former	0	0	48.6	2.7	A-levels	52-100k	-6.64	1	79.5	0	0	0	0	0	0	0	0	15	0	11.795	0	6.322	1
115	European	51.6	0	171.2	83.1	28.3	88.7	112.3	0.747	0.518	27.9	45.1	139	92	0	114.8	44.2	187.3	132.9	96.5	2.88	16.1	87.3	6.22	1	0	0.76	0.62	135.7	never	0	0	34.3	5	degree	31-52k	0.28	0	99.5	0	0	0	0	0	0	0	0	0.765	0	15	0	15	0
116	European	63	0	172.4	87.5	29.4	85.5	103.7	0.907	0.496	30.9	39.2	162	91	1	111.2	74.2	89.1	136.2	118	2.63	23.9	121.1	6.48	0	0	1.37	1.23	59.7	never	0	0	17.2	5.8	degree	<18k	-0.19	0	100	1	0	0	0	0	0	0	0	15	0	15	0	6.842	0
117	European	53.5	0	175.3	91.3	29.7	83.7	117.9	0.968	0.478	47	26.4	149	84	0	119.9	64.5	116.9	161.4	93.2	1.92	58.7	105.2	5.77	0	0	1.28	0.99	77.4	former	0	0	28.3	6	O/GCSE/CSE	31-52k	-1.81	1	100	0	0	0	0	0	0	0	0	15	0	15	0	4.848	0
118	European	50.6	0	167.6	70.8	25.2	95.2	107.1	0.883	0.568	28.8	32.5	131	88	0	108.9	50.1	43.1	159.2	117	1.57	180.3	103.9	5.28	0	0	1.1	1.13	66.4	never	0	0	25.6	5.7	NVQ/HNC/HND	31-52k	-2.99	0	97.9	0	0	0	0	0	0	0	0	15	0	15	0	15	0
119	European	52.5	1	174.5	78.4	25.7	98.3	114.9	0.965	0.563	23.6	27.6	132	78	0	167.9	50.2	260.2	170.7	70.7	1.16	14.4	71.2	5.94	0	0	0.92	0.98	78.8	never	0	0	0	6.8	none	18-30k	-3.68	0	81.4	0	0	0	0	0	0	0	0	15	0	0.747	0	0.883	0
120	European	48.8	0	168.8	59.7	21	95	112.9	0.876	0.563	13.7	27.4	117	79	0	127.1	24.6	125	164.7	62.4	1.48	14.4	78.8	4.74	0	0	1.36	0.92	84.7	never	0	0	31.8	3.5	NVQ/HNC/HND	<18k	4.12	0	100	0	0	0	0	0	0	0	0	0.576	1	10.807	0	5.237	0
121	European	57.7	0	182.5	91.2	27.4	102.2	88.2	0.759	0.56	26.4	17.3	126	67	0	151.1	28.3	189.1	147.8	106.3	1.17	14.8	133.1	5.65	0	0	1.19	1.33	54.5	former	0	0	23.9	2.2	none	31-52k	-2.66	1	98.9	0	0	0	0	0	0	0	0	4.153	0	15	0	15	0
122	European	50.4	0	182.2	76.3	23	93.8	125.2	0.94	0.515	17.6	25.1	128	77	0	83.8	88.6	110.9	128.8	90.6	3.46	14.6	114.6	5.94	0	0	1.18	1.51	47	former	0	0	0.4	6.1	degree	52-100k	-5.32	0	94.8	1	0	0	0	0	0	0	0	15	0	5.652	0	0.242	0
123	European	54.3	1	167.4	90	32.1	88	99.2	0.916	0.526	34.2	24.4	158	93	1	146.2	40.9	193.4	167.1	89.1	2.31	84.8	104.9	4.5	0	0	0.47	0.75	107.9	former	0	0	30.5	2.6	NVQ/HNC/HND	<18k	-3.17	0	95.9	1	0	0	0	0	0	0	0	0.184	0	3.733	0	8.992	0
124	European	48.5	1	166.3	79.7	28.8	92.4	105.6	0.944	0.556	14.5	41.9	155	92	1	105.5	50.4	284.3	158.8	122.3	1.25	198.7	84.7	5.74	0	0	0.69	0.54	159.6	never	0	0	40.4	5.2	A-levels	31-52k	-4.37	1	90.2	0	0	0	0	0	0	0	0	2.078	0	11.047	0	6.45	0
125	European	47.8	1	160	88.6	34.6	82.4	102.4	0.942	0.515	36.8	7	153	102	0	128.1	79.6	155.8	150.2	111.6	2.89	19.7	122.4	5.91	0	0	1.02	0.93	83.2	current	0	0	20	4.2	A-levels	<18k	3.6	0	94.4	1	0	0	0	0	0	0	0	15	0	7.55	0	14.476	0
126	European	63.2	0	171	92.3	31.6	93.4	105.8	0.95	0.546	28.2	40.7	150	93	1	174.7	50.4	221.6	126.3	108.2	1.81	26	86.5	5.95	0	0	0.8	1.07	70.5	former	0	0	18.5	2.8	none	52-100k	-3.61	0	100	0	0	0	0	0	0	0	0	15	0	2.795	0	13.5	0
127	European	62.3	0	168.1	74	26.2	87.3	97	0.6	0.519	35.2	38.5	126	82	0	172.7	59.1	159	126.4	72.2	0.7	9.3	118.2	5.23	0	0	1.13	0.62	134.5	never	0	1	21	3.3	O/GCSE/CSE	52-100k	-5.95	0	80.9	0	0	0	0	0	0	0	0	0.885	0	15	0	12.907	0
128	European	59.4	0	158.7	75.3	29.9	89.6	85.8	0.775	0.565	24.4	48.9	150	83	0	133.9	43.5	111.9	143.2	63	1.98	56.1	85.4	5.79	0	0	1.26	1.28	57	never	0	1	19.3	5	O/GCSE/CSE	18-30k	0.86	0	88	0	0	0	0	0	0	0	0	1.509	0	10.761	0	15	0
129	European	60.8	1	167	83.1	29.8	92	112	0.907	0.55	18.9	39.8	137	81	0	174.6	30.9	508	128.4	117.9	2.19	11.4	110.9	5.86	0	0	1.29	0.93	83.2	former	0	0	7.4	4.5	NVQ/HNC/HND	<18k	0.91	0	83.1	0	0	0	0	0	0	0	0	15	0	4.196	0	5.843	0
130	European	55.4	1	173.7	96.1	31.8	118.2	109.5	0.815	0.68	49.2	23.3	161	91	0	130	40.7	108.7	139.3	113.1	1.96	30.7	144.3	4.5	0	0	0.85	0.95	81.3	never	0	0	19.2	4.9	A-levels	<18k	-3.75	1	95.1	0	0	1	0	0	0	0	0	15	0	5.305	0	15	0
131	European	68.4	1	159.2	77.3	30.5	91.3	127.8	0.889	0.573	25.2	23.4	124	84	0	151.4	20	151	125.4	123.6	2.47	1.9	96.2	5.71	0	0	0.65	0.52	165.6	former	0	0	29.2	2.1	O/GCSE/CSE	52-100k	-0.51	1	100	1	0	0	0	0	0	0	0	0.866	1	15	0	15	0
132	European	55.8	0	180.5	110.9	34	97.8	111.2	0.993	0.542	41.4	27.6	132	77	1	170	44	278.7	129.7	131.4	0.4	8.3	94.7	5.8	0	0	0.98	0.93	83.9	never	0	0	39.8	5.7	degree	52-100k	-2.24	0	88	0	0	0	0	1	0	0	0	2.935	0	10.032	0	12.281	0
133	European	56.6	1	164.7	74.1	27.3	86.5	101.7	0.639	0.525	28.9	46	114	73	0	92.4	73.5	58.2	190.1	88.3	0.43	10.5	102.6	5.6	0	0	1.16	1.11	67.8	never	0	0	30.9	5.3	O/GCSE/CSE	18-30k	0.47	0	100	0	0	0	0	0	0	0	0	15	0	15	0	3.432	0
134	European	52.6	1	165.4	58.1	21.2	73.2	92.6	0.83	0.442	15.7	38.5	143	85	0	134.9	63.7	256.4	102.8	102.6	0.79	9.1	63.4	6.11	0	0	1.14	0.95	81.2	former	0	0	32.2	7	degree	<18k	2.01	0	100	0	0	0	0	0	0	0	0	15	0	15	0	2.775	0
135	European	60.9	1	190.1	76.6	21.2	101.4	106.9	0.788	0.533	27.5	18.3	137	74	0	133.4	56.1	144.3	192	92.8	1.55	102.4	83.6	5.79	0	0	0.77	0.95	81.5	never	0	1	21.6	4.6	none	52-100k	-2.35	1	99.1	1	0	0	0	0	0	0	0	8.982	1	2.137	0	1.399	0
136	European	54	0	161.1	56.3	21.7	95.1	122.5	0.77	0.591	26.7	21.7	144	81	0	88.1	55.4	105.7	129.6	84.2	2.85	34.7	89.6	5.35	0	0	0.86	0.75	108.6	never	0	0	36	5.3	degree	31-52k	3.99	1	98	1	0	0	0	0	0	0	0	9.095	0	15	0	14.503	1
137	European	48.5	0	179.7	64.5	20	94.7	89.5	0.78	0.527	30.2	34.2	144	89	0	140.4	64.6	212.6	156.6	82.9	1.42	38.4	115.6	5.07	0	0	1.1	0.51	172.1	never	0	0	19.9	3.6	degree	18-30k	0.15	0	97.4	1	0	0	0	0	0	0	0	0.255	0	15	0	15	0
138	European	54.2	1	174.4	107.9	35.5	95.7	94.9	0.985	0.548	36	35.1	149	93	0	175.8	55.1	148.8	150.5	112.1	1.36	34.3	95.1	4.79	0	0	1.4	1	76.4	never	0	0	21.5	4.1	O/GCSE/CSE	>100k	-5.81	0	97.5	0	0	0	0	0	0	0	0	6.538	0	15	0	1.569	0
139	European	49.9	0	176.5	70.5	22.6	125.6	107.2	0.943	0.712	25.4	28.4	128	72	0	136	75.7	125.6	175.9	89.4	1.56	2.9	107.8	6.66	0	0	1.18	1.07	71	never	0	0	9.6	3.9	degree	31-52k	-2.69	1	100	0	0	0	0	0	0	0	0	5.977	0	9.829	0	15	0
140	European	52.9	1	172.8	90.1	30.2	88.7	98.5	0.868	0.513	33.1	27.5	114	78	0	117.6	47.7	130.2	129.7	114	1.33	20.9	107.1	5.89	0	0	0.9	0.7	116.3	never	0	0	9.9	4.1	none	<18k	-0.75	0	83.9	1	0	0	0	0	0	0	0	15	0	15	0	0.047	0
141	European	44.6	0	168.5	86.2	30.3	73.4	81.2	0.996	0.436	33.7	56.2	143	96	0	179.3	69.7	176.3	150.3	113.4	1.08	8.9	87.5	4.96	0	0	0.84	1.01	76	former	0	1	52.3	2.7	O/GCSE/CSE	18-30k	1.66	1	100	0	0	0	0	1	0	0	0	11.106	0	15	0	4.466	0
142	European	58.2	0	177	91.9	29.3	91	102	0.714	0.514	19.7	33.6	149	93	0	139.8	59.2	170.8	150.2	74.5	1.59	73.7	88.1	5.1	0	0	1.01	1.01	75.8	never	0	0	24.5	3.2	O/GCSE/CSE	<18k	2.85	1	88.1	0	0	0	0	0	0	0	0	7.478	0	15	0	15	0
143	European	59.7	0	164.5	64.8	24	87.6	108.3	0.94	0.533	36.2	29.4	133	80	0	138.7	91.9	101.4	169	118.3	0.81	25.1	60.9	5.41	0	0	0.93	0.81	99.1	former	0	0	15.4	7	A-levels	18-30k	-1.78	0	98.5	1	0	0	0	0	0	0	0	15	0	15	0	5.555	0
144	European	62.4	0	189.5	104	29	74.6	97.5	0.821	0.394	20.5	36	137	90	1	90.8	79.3	129.3	162.8	162.5	0.56	8.3	110.2	4.72	0	0	0.56	0.61	138	never	0	0	21.9	3.9	degree	31-52k	-3.24	1	86.4	1	0	0	0	0	0	0	0	15	0	15	0	11.592	0
145	European	63.8	0	180.8	92.1	28.2	90.9	122.6	0.805	0.503	42.2	32.3	134	90	0	140.2	41.3	135.8	152.1	87.7	0.99	12.3	83.2	4.73	0	0	0.6	0.81	98.9	never	0	1	39.7	2.8	O/GCSE/CSE	52-100k	-8.09	0	91.6	0	0	0	0	0	0	0	0	15	0	8.617	0	9.454	0
146	European	69.9	1	171.8	100.6	34.1	79.1	123	1.027	0.461	28.5	30.6	128	75	1	169.4	20	87	135.3	67.6	1.03	17.3	102.9	5.52	0	0	1.21	1.05	72	never	0	0	18.7	4	A-levels	18-30k	-5.32	0	99.9	1	0	0	0	0	0	0	0	0.729	1	15	0	1.687	0
147	European	53	1	158	72.2	28.9	74.4	97	0.842	0.471	22.7	38.9	135	82	0	151.4	61.7	89.8	138.7	98.5	0.94	44.6	99.7	5.09	0	0	1.11	1.1	68.6	former	0	0	35.2	3	O/GCSE/CSE	18-30k	-2.86	0	87.9	0	0	0	0	0	0	0	0	14.699	0	15	0	1.921	0
148	European	47.3	0	180.3	77.2	23.7	81.1	121.5	0.911	0.45	20.5	23.2	117	72	0	97.5	53.9	176.6	129.2	114.6	2.87	7.8	81.7	5.01	0	0	0.94	1.24	59.5	never	0	0	20.1	4.2	degree	18-30k	-2.22	1	100	1	0	0	0	0	0	0	0	15	0	15	0	8.092	0
149	European	63.5	0	158.1	82.9	33.1	89.3	102.5	0.882	0.565	35.6	16.5	156	95	0	169.3	39.3	148.3	133.6	112.5	2.55	9	89.1	5.32	1	0	0.93	0.97	79.4	never	0	0	34	5.1	degree	>100k	-6.23	0	100	1	0	0	0	0	0	0	0	8.423	0	1.16	0	15	0
150	European	54.1	1	163.6	73.4	27.4	114.8	109.5	0.909	0.702	31.7	27.1	133	96	0	166.8	70.5	107.4	161.1	111.2	1.16	9.9	86.6	6.36	1	1	0.88	0.93	83.7	former	0	0	0.4	4.7	A-levels	52-100k	2.23	0	100	0	0	0	0	0	0	0	0	1.475	0	3.521	0	8.692	0
151	European	53.8	0	154.8	76.7	32	87.9	96	0.885	0.568	35	12.6	149	84	0	182.2	54	187.6	161.5	99.7	1.18	22.5	95.4	5.88	0	0	1.03	1.34	54.3	never	0	0	16.3	6.7	degree	31-52k	-0.1	1	93.2	0	0	0	0	0	0	0	0	2.727	1	15	0	2.66	0
152	European	62.6	0	181.1	87	26.5	92.9	121	0.982	0.513	33.1	25.7	129	86	0	146.6	74.9	60.5	146.3	130	0.64	14	98.1	5.84	0	0	1.57	0.81	99.3	never	0	0	22.9	5.4	A-levels	18-30k	6.91	0	100	0	0	0	0	0	0	0	0	3.254	0	12.18	0	15	0
153	European	64.1	1	153.4	81.8	34.8	103.3	98.5	1.066	0.674	37.3	21.2	148	89	0	145.7	41.1	100.2	172.1	82.5	1.38	5.9	114.7	5.45	0	0	0.87	0.68	122.3	never	0	0	14.7	3.8	degree	18-30k	1.57	0	100	0	0	0	0	0	0	0	0	8.117	1	15	0	7.609	0
154	European	48.3	1	168.2	66.1	23.4	114.8	103	0.988	0.683	38.1	42.3	144	90	0	165.5	79.1	212	212.6	103.1	2.7	88.9	115.1	4.83	0	0	1.13	0.62	134.4	former	0	1	38.7	6.1	A-levels	52-100k	6.42	0	91.5	0	0	0	0	0	0	0	0	4.502	0	15	0	10.593	0
155	European	52.6	0	179.6	81.8	25.4	90.5	103.3	0.791	0.504	53.4	28.5	139	87	0	114.6	69.6	122.8	132.3	95.6	2.04	21.3	82.4	5.72	0	0	0.86	0.53	162.1	former	0	0	7.8	4.1	degree	52-100k	-2.63	0	87.2	1	0	0	0	0	0	0	0	14.513	0	10.379	0	15	0
156	European	62.5	0	192.3	69.5	18.8	101.8	104.7	0.732	0.529	28.4	34.8	137	88	0	87.2	61	99.9	179.7	113.3	0.44	10.4	107.3	5.7	0	0	0.72	0.71	115.4	never	0	0	31.8	5.8	NVQ/HNC/HND	52-100k	-4.38	0	70.6	1	0	0	0	0	0	0	0	4.983	0	2.54	0	11.752	0
157	European	65.1	1	168.8	77.7	27.3	104.7	94.9	0.818	0.62	30.9	16	144	76	0	164.1	67.4	125.9	151.5	130.8	1.48	13	120.9	5.86	0	0	1.03	0.66	126.6	never	0	0	11.4	1.3	A-levels	18-30k	1.64	0	100	0	0	0	0	0	0	0	0	15	0	8.906	0	13.524	0
158	European	60.8	1	171	82.7	28.3	81.8	91.5	0.96	0.478	35.2	39.4	168	93	1	133.9	30.3	253.4	143.9	83.1	2.15	11.9	97.2	5.43	0	0	1.07	0.86	91.3	current	19.9	0	27.1	4.6	NVQ/HNC/HND	<18k	1.34	1	100	0	0	0	0	0	0	0	0	4.792	0	8.105	0	15	0
159	European	53	1	160.9	60.6	23.4	108.6	95.9	0.759	0.675	37.5	41.7	139	75	0	141.7	38.8	232	146.2	91.8	3.7	13.3	90.8	6.01	0	0	0.66	0.64	130.8	never	0	0	0	5.5	O/GCSE/CSE	31-52k	-2.62	1	100	1	0	0	0	0	0	0	0	3.101	0	15	0	7.629	0
160	European	52.6	1	170.7	79.4	27.3	90.8	102.7	0.864	0.532	35	40.7	139	83	0	134.2	55.6	60.4	127.8	103	0.34	5.1	67.4	5.24	0	0	1.08	1.05	72.3	never	0	1	15.9	6.2	A-levels	18-30k	-2.23	0	90.2	0	0	0	0	0	0	0	0	0.828	0	15	0	1.04	0
161	European	60	0	167.1	63.7	22.8	80.7	119.8	0.963	0.483	34.5	34.9	134	86	1	163.3	36.7	170.9	180.6	107.9	1.36	13.8	90.4	6.14	0	0	1.22	1.28	57.3	never	0	0	8	4.9	O/GCSE/CSE	31-52k	-2.55	0	92	0	0	0	0	0	0	0	0	0.392	1	15	0	15	0
162	European	62.4	0	175.3	89.2	29	100.2	102.8	0.924	0.572	11.6	42.1	124	71	0	122.3	55.3	245.8	116.9	110	2	160.1	68.8	5.34	0	0	1.03	0.97	79.5	former	0	0	0	7	degree	52-100k	0.26	1	89.8	0	0	0	0	0	0	0	0	6.351	0	6.439	0	6.874	0
163	European	61.7	1	189	105.9	29.6	96.6	117.4	0.896	0.511	37.3	37.5	133	86	0	190.1	61.8	249.3	133.7	125.9	1.69	19.9	105.1	5.44	0	0	1.07	1.02	75.2	former	0	0	48.4	5.2	degree	31-52k	-3.34	1	96.1	0	0	0	0	0	0	0	0	2.236	0	15	0	1.923	0
164	European	64.3	1	171	57.5	19.7	82.8	121.6	0.876	0.484	26.8	22.1	146	82	0	118.5	62.4	113.2	122.9	90.2	2.47	42.1	116.5	5.31	0	0	0.99	0.81	98.3	never	0	0	23.6	2.4	O/GCSE/CSE	31-52k	-7.92	1	100	0	0	0	0	0	0	0	0	15	0	5.784	0	3.319	0
165	European	67.9	1	172.8	72.8	24.4	84.8	112.8	0.712	0.491	34.6	34.2	150	85	0	140.8	60.5	61.6	158.5	97.5	1.4	40	131.3	5.12	0	0	1.03	0.98	78.2	never	0	0	7.5	5.2	none	31-52k	-4.38	0	97.2	0	1	0	0	0	0	0	0	5.623	0	15	0	15	0
166	European	61.5	0	170	74.7	25.8	100.9	103.2	0.929	0.594	30.4	33.1	128	69	0	203.5	58	103.2	134.7	99.4	1.06	39	123.9	6.26	0	0	1.21	1.13	66	never	0	0	25	3.5	O/GCSE/CSE	<18k	-4.53	1	100	0	0	0	0	0	0	0	0	0.032	0	2.748	0	0.453	0
167	European	58.6	1	179.9	94.3	29.1	110.9	108.2	0.817	0.616	20.2	43.2	116	74	0	161.3	62.9	132.2	109.5	122.9	0.9	39.7	110.5	4.98	0	0	0.96	0.93	83.8	never	0	0	35	3.8	NVQ/HNC/HND	18-30k	-0.55	1	95.1	0	0	0	0	0	0	0	0	15	0	10.383	0	5.016	0
168	European	55.4	1	167.7	82.1	29.2	101.1	98.2	0.828	0.603	21.3	37.1	127	78	0	146.4	41.9	249.3	123.1	82.6	1.84	8.1	93.7	5.96	0	0	1.01	0.95	81.3	never	0	0	34.1	2.2	O/GCSE/CSE	18-30k	4.32	0	99.8	0	0	0	0	0	0	0	0	15	0	4.113	0	15	0
169	European	44.2	0	165.5	92.3	33.7	94.4	110.4	0.958	0.571	9	29	128	82	0	168.3	49.2	74.6	150.2	129.8	1.23	15.3	100.7	4.8	1	0	0.91	0.87	91	former	0	0	20	5.4	O/GCSE/CSE	52-100k	1.31	0	99.6	1	0	0	0	0	0	0	0	4.55	1	15	0	3.448	0
170	European	59.6	0	159.6	74.5	29.3	95.1	125.4	0.916	0.596	31.8	27.8	148	78	0	113.2	53	74.1	138.2	116.5	1.36	5.1	80.6	5.41	0	0	1.15	0.84	94.3	never	0	0	7.2	5.9	degree	52-100k	-2.41	0	100	0	0	0	0	0	0	0	0	10.442	1	7.251	0	13.554	0
171	European	60.7	1	199.1	80.4	20.3	99.9	101.9	0.872	0.502	35.2	27.6	137	82	0	192.9	48.3	244	167.5	75.8	2.49	26.5	102	5.81	0	0	0.79	0.77	104.7	never	0	0	17.4	6.9	O/GCSE/CSE	18-30k	1.58	1	93.4	0	0	0	0	0	0	0	0	14.004	1	15	0	15	0
172	European	59.2	0	164.5	94.1	34.8	78.3	96.7	1.015	0.476	23.8	39.9	148	79	0	113.5	51	404.4	97.3	66.3	1.26	34.4	98	5.84	0	0	1.22	1.09	69.1	never	0	0	19.3	1.6	O/GCSE/CSE	52-100k	-7.09	1	100	0	1	0	0	0	0	0	0	2.383	0	9.832	0	0.578	1
173	European	60.8	0	160.7	48.8	18.9	90	93	0.646	0.56	19.2	40.1	124	82	0	99.8	42.2	186.5	186.9	72.7	3.12	3.4	92.1	5.89	1	1	1.01	0.93	83.6	former	0	1	20.7	5.5	A-levels	<18k	-3.34	0	90.6	1	0	0	0	0	0	0	0	1.803	0	15	0	7.096	0
174	European	61.1	0	171.5	56.9	19.3	80.5	99.2	0.869	0.469	17	45.1	150	89	0	154.4	62.2	100.9	183.1	72.7	0.5	3.1	72.7	5.44	0	0	0.8	0.84	94.1	former	0	0	51	5	degree	52-100k	0.67	0	87.1	1	0	0	0	0	0	0	1	13.029	0	5.34	0	15	0
175	European	47.3	0	172.4	87.1	29.3	100.3	104.5	0.869	0.582	25.9	46.3	129	76	0	122.1	28.8	126	127.1	95	1.55	11.1	81.4	5.45	0	0	0.76	0.92	84.3	never	0	1	26.7	3	O/GCSE/CSE	<18k	1.86	0	92.5	1	0	0	0	0	0	0	0	15	0	15	0	15	0
176	European	45.6	1	162.2	60.5	23	102.7	103.9	0.976	0.633	36.6	22.7	125	73	0	204	31.5	126.9	168.5	73.1	2.34	10.9	100.8	5.28	0	0	1.2	0.66	126	current	14.5	0	5	4.8	degree	31-52k	1.58	0	97.4	0	0	0	0	0	0	0	0	15	0	15	0	12.333	0
177	European	66.4	1	176.9	67.7	21.6	115	125.3	0.792	0.65	23	33.9	120	74	0	115.4	78.5	123.7	163.1	98	1.93	25.1	99.1	6.17	0	0	1.12	1	76.9	former	0	0	16.4	3	none	31-52k	-2.09	0	100	0	0	0	0	0	0	0	0	0.551	0	9.425	0	15	0
178	SouthAsian	59.6	1	173.8	80.4	26.6	90.1	98.9	0.951	0.519	27.3	33.3	129	81	0	150.9	53.5	93.3	124.4	74	5.84	19.4	130	5.04	0	0	0.94	1.03	74.5	never	0	0	17.7	4	O/GCSE/CSE	18-30k	5.33	1	63	0	0	0	0	0	0	0	0	0.514	0	15	0	15	0
179	European	65.1	0	165.4	57.4	21	112.2	104.4	0.802	0.678	32.5	26.6	128	76	0	112.6	58.7	192.2	194	117.3	1.59	89.9	101.6	5.61	0	0	0.79	0.77	105.5	never	0	0	24.6	3.1	NVQ/HNC/HND	31-52k	-6.17	1	80	1	0	0	1	0	0	0	0	2.161	0	0.539	0	1.415	0
180	European	60.4	0	163.8	76.5	28.5	101.4	97.4	0.824	0.619	30.3	29.8	139	80	0	129.5	52.7	272.5	140.5	126.7	1.57	85.6	83.4	5.22	0	0	0.82	0.92	85.2	never	0	1	6.5	3.5	A-levels	52-100k	2.31	0	95.9	1	0	0	0	0	0	0	0	15	0	9.626	0	12.008	0
181	European	57	0	166.7	64.2	23.1	91.6	104.3	0.945	0.55	28.2	28.8	135	86	0	77.1	73.6	58.7	119.9	97	0.68	18.9	80.8	6.34	0	0	1.02	0.62	136	never	0	0	11.4	4.6	degree	18-30k	-2.07	0	97.5	1	0	0	0	0	0	0	0	15	0	7.409	0	1.756	0
182	European	58.1	1	179.8	65.9	20.4	99	107.4	0.825	0.551	44.6	35	112	71	0	145.3	103.5	120	121.6	91.2	2.16	14.5	109.6	6.17	0	0	0.73	0.98	78.8	never	0	0	27.1	4.4	O/GCSE/CSE	31-52k	1.76	1	90.9	0	0	0	0	0	0	0	0	9.959	0	15	0	15	0
183	European	64	0	166.4	82.9	30	99	114.6	0.768	0.595	22.5	36.6	141	85	1	133.5	47.9	281	142.2	103.5	1.15	17.6	126.7	6.01	0	0	0.65	0.88	89.8	never	0	0	11.1	4.9	degree	<18k	-3.38	1	100	1	0	0	0	0	0	1	0	3.698	0	3.852	0	0.977	0
184	European	72.8	1	181.5	98.5	29.9	105.6	109	0.822	0.582	29.7	23	155	86	0	109.3	56.1	186.6	98.3	127.5	1.44	19.6	136.6	5.72	0	0	0.84	0.77	104.2	current	17.4	0	10.7	5.2	A-levels	<18k	-3.23	1	99.4	1	0	0	0	0	0	0	0	5.63	1	15	0	0.429	0
185	European	63.5	1	183.2	112.5	33.5	89.3	111.3	0.938	0.487	50.1	25.3	119	80	1	166.1	49.1	262.7	160.2	83.7	1.16	73.8	99.2	5.75	0	0	1.04	0.8	100.6	never	0	0	17.4	2.3	A-levels	<18k	-2.54	1	87.6	0	0	0	0	0	0	0	0	15	0	15	0	15	0
186	European	51.7	0	181.5	77.4	23.5	86	92.6	0.745	0.474	36.3	36.5	123	86	0	124	63.4	144.1	143	100.9	0.99	16.4	100.1	4.72	0	0	0.89	1.13	66.2	never	0	0	8.7	2.1	degree	>100k	0.26	0	100	1	0	1	0	0	0	0	0	15	0	1.937	0	15	0
187	European	69.7	1	170.2	84.3	29.1	93	99.7	1.023	0.546	34.1	43.7	101	57	0	100.5	76.7	112.8	162	121.2	2.35	19.4	100.9	5.03	0	0	0.74	0.62	134.6	current	4.2	0	31.6	5.7	O/GCSE/CSE	18-30k	0.84	1	100	0	0	0	0	0	0	0	0	4.651	0	6.362	0	0.772	0
188	European	60	1	184.6	99.6	29.2	97	102.1	0.974	0.525	31.3	37.3	160	80	0	141.2	46.2	105.5	160.5	59.3	1.65	43	85.1	5.29	0	0	0.55	0.71	116	former	0	0	0	3.4	degree	18-30k	-0.46	0	100	1	0	0	0	0	0	0	0	15	0	4.336	1	15	0
189	European	41.6	0	184.1	100.2	29.6	88.3	93	0.916	0.48	23.9	39	150	77	0	182.5	68.8	336.3	139.8	100.5	2.31	14.7	100.8	5.74	0	0	1.26	1.27	57.9	never	0	0	24.4	4.3	NVQ/HNC/HND	>100k	-5.84	1	92.3	1	0	0	0	0	0	0	0	15	0	6.177	0	13.565	0
190	European	81.5	0	166.6	57.6	20.7	104.6	96.8	0.8	0.628	30.4	17.7	152	88	0	152.4	59.9	96	134.5	91	0.83	22.1	69	6.39	0	0	0.99	1.1	68.6	former	0	0	30.1	5.9	O/GCSE/CSE	52-100k	-4.03	0	91	0	0	0	0	0	0	0	0	15	0	13.365	0	15	0
191	European	53.3	0	190.2	82.5	22.8	86.8	93.4	0.921	0.456	37.4	48.3	127	76	0	125.6	54.1	130.3	126.2	75	2.96	63.6	110.1	6.06	0	0	1.21	0.77	105.2	never	0	0	16	4.9	degree	18-30k	-0.35	0	86.5	0	0	0	0	0	1	0	0	6.022	0	0.449	0	15	0
192	European	47.6	1	178.5	60.3	18.9	94.7	112.1	0.639	0.531	28.9	32.7	128	91	0	182.6	79.3	334.5	144.8	101.9	1.72	10.2	92.2	4.5	0	0	1.17	0.98	78.8	former	0	0	19.5	5.4	O/GCSE/CSE	18-30k	-0.62	1	100	1	0	0	0	0	0	0	0	5.473	0	15	0	12.449	0
193	European	60.4	1	161.3	62.9	24.2	107.9	109.1	0.832	0.669	18.2	25.6	134	88	0	127.4	32.3	208.7	180.2	115	0.38	46.8	78.8	5.65	0	0	1.32	1	76.6	former	0	0	22.2	5.1	NVQ/HNC/HND	31-52k	-6.18	1	100	0	0	0	0	0	0	0	0	2.077	0	15	0	11.425	0
194	European	59.3	1	180.5	78.5	24.1	90.2	101.4	0.985	0.5	34	22.8	123	78	0	133.9	53	133.4	184.4	99.3	2.43	20.9	90.3	5.95	0	0	0.86	1.11	68.1	never	0	0	11.1	3.4	O/GCSE/CSE	<18k	-5.32	1	87.5	0	0	0	0	0	0	0	0	14.013	0	15	0	6.399	0
195	European	59.5	0	171.6	87.9	29.8	100.9	99.9	0.932	0.588	40.5	30.3	143	86	0	150.5	35.6	129.1	153.4	134.2	2	9.8	79.9	4.87	0	0	1.22	0.94	82.6	former	0	0	16.6	2.5	O/GCSE/CSE	52-100k	1.22	1	100	1	0	0	0	0	1	0	0	15	0	4.705	0	15	0
196	European	40	1	165.8	78	28.4	82.3	111.2	0.931	0.497	11.5	34.2	140	80	0	130.3	63.4	76.7	183.8	106.6	0.54	2.3	111.7	6.17	0	0	0.96	0.98	79	never	0	0	25.9	7	NVQ/HNC/HND	18-30k	5.23	1	100	0	0	0	0	0	0	0	0	9.962	0	5.283	0	15	0
197	European	59.8	0	185.1	105	30.6	91.3	103.3	0.802	0.493	34.6	27.7	155	94	0	120.5	83	123.9	172.2	94.3	1.46	17.6	96.5	5.03	0	0	0.75	0.93	83.8	former	0	0	16.5	6.6	A-levels	18-30k	-5.34	1	88.6	1	0	0	1	0	0	0	0	0.838	0	7.11	0	14.02	0
198	European	61.8	0	175.5	89.5	29.1	83.7	103.1	0.66	0.477	44.2	48.5	122	74	0	144.2	53.5	127.1	132.3	65.1	1.19	17.9	86.8	4.61	0	0	1.22	1.03	74.2	never	0	0	10.1	2.9	degree	18-30k	-4.37	0	100	0	0	0	0	1	1	0	0	0.445	1	15	0	2.607	0
199	European	48.3	0	181.4	107.1	32.6	78.6	86.7	0.87	0.434	34	26.9	149	102	0	184.8	68.8	109	150.9	83.2	0.98	6.4	88.7	6	0	0	0.67	0.6	140.1	former	0	1	12.6	2.7	O/GCSE/CSE	18-30k	-5.67	1	100	0	0	0	0	0	0	0	0	15	0	15	0	9.034	0
200	European	53.5	0	171.2	71.2	24.3	92.7	112	0.944	0.541	40.9	21.7	163	96	0	178.8	54.9	391.5	148	102.8	1.2	4.3	95.8	5.78	0	0	0.86	0.91	85.3	never	0	0	0	4.9	none	31-52k	-4.27	1	94.6	0	0	0	0	0	0	0	0	4.675	0	15	0	4.108	0

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