Datasets:

DBbun
/

10M_CIRCULATIONAHA.120.052430_v1.0

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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Synthetic UKB South Asian ASCVD (10M Patients)

This dataset contains 10 million synthetic patients with ancestry (European and South Asian), demographics, anthropometrics, labs, lifestyle/SES, comorbidities, medications, and time-to-event outcomes for ASCVD, heart failure, and atrial fibrillation. The dataset inspired by the published Circulation study.

All data are artificially generated and contain no identifiable patient records.

Dataset Structure

Demographics

id — unique patient identifier
ancestry — European or SouthAsian
age — years
sex_male — binary (1 = male, 0 = female)

Anthropometrics

height_cm, weight_kg, bmi
waist_cm, hip_cm, whr (waist ÷ hip)
waist_height_ratio, body_fat_pct, trunk_fat_pct

Blood Pressure

sbp_mmHg, dbp_mmHg
hypertension (binary)
on_bp_meds (binary)

Lipids

ldl_mgdl, hdl_mgdl, tg_mgdl
apoA_mgdl, apoB_mgdl, lpa_nmolL
on_statin (binary)

Metabolic / Inflammatory

glucose_mgdl, hba1c_pct, crp_mgL
diabetes (binary)
on_dm_meds (binary)

Renal

creatinine_mgdl, cystatin_c_mgL, egfr_ckd_epi
ckd (binary)

Lifestyle / SES

smoking_status (never / former / current)
pack_years
sedentary (binary)
pa_met_h_wk (physical activity in MET-hours/week)
diet_score
education_level
income_bracket
townsend (deprivation index)
psychosocial_stress
pct_life_in_uk

Family / History

family_history (binary)

Female-Specific (if sex_male = 0)

early_menopause, gest_htn, gest_dm, preeclampsia, iugr

Outcomes

time_ascvd_yrs, ascvd_event
time_hf_yrs, hf_event
time_af_yrs, af_event

(For outcomes: time_* = follow-up time in years (capped at 15), *_event = binary indicator)

Example Usage

import pandas as pd

df = pd.read_parquet("ukb_sa_ascvd_synthetic_10m.parquet")
print(df.shape)   # (10000000, ~70 columns)
print(df.head())

Intended Use

Educational & personal learning
Benchmarking methods for EMR preprocessing, feature extraction, and survival analysis
Synthetic data methodology testing

Not for clinical decision-making.

License

This dataset is released under a Proprietary License:

Free for personal use:
You may download, explore, and use this dataset for personal, non-commercial purposes (e.g., self-learning, academic curiosity, experimentation).
Commercial use requires a paid license:
Any use in commercial settings requires explicit purchase of a license from the author. Examples include, but are not limited to:
- Teaching or use in paid courses or workshops
- Use in client-facing presentations or consulting projects
- Commercial analyses or data services
- Integration into software products, apps, or platforms
Redistribution prohibited:
You may not redistribute the dataset or host it elsewhere, whether for free or for sale.

To obtain a commercial license, please contact:
Uri Kartoun — LinkedIn | email: [email protected]

Downloads last month: 21

Size of downloaded dataset files:

2.47 GB

Size of the auto-converted Parquet files:

1.15 GB

Number of rows:

10,000,000