Datasets:

DBbun
/

1M_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	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	53.3	0	171.9	89.1	30.1	80.2	105.4	0.938	0.467	32.4	29.1	170	101	0	160.2	59.4	232.8	96.8	131.6	1.28	29.2	89.8	4.76	0	0	0.99	0.73	112.3	former	0	0	46.7	4.9	A-levels	18-30k	-0.88	1	100	1	1	0	0	0	0	0	15	0	2.807	0	15	0
2	European	66.5	0	165.1	74.5	27.3	95.5	100.2	0.897	0.578	27.2	36.9	131	83	0	169.6	45.9	307	111	97.2	0.96	17.4	98.3	5.75	0	0	1.08	0.73	111.4	former	0	1	18.1	4.3	O/GCSE/CSE	52-100k	3.6	0	93.1	1	0	0	0	0	0	0	11.086	1	12.751	0	1.832	0
3	European	75	1	175.8	99.1	32.1	97.8	103.8	0.963	0.556	38.1	25.9	133	82	0	140.3	35.8	122.5	140.6	134	1.35	7	104	4.5	0	0	0.78	0.75	107.5	current	2.3	0	11.6	5.1	A-levels	31-52k	-3.89	1	96.7	0	0	0	0	0	0	0	15	0	15	0	0.792	0
4	European	56.6	1	167.7	79.5	28.3	89.5	89.4	0.866	0.534	36.8	32.7	114	69	0	79.1	64.3	121.6	124.5	109.1	0.68	109.3	80.9	4.9	0	0	0.96	0.98	78.2	never	0	0	0	3.7	A-levels	18-30k	-5.02	0	98.9	0	0	0	0	0	0	0	10.013	0	0.904	0	0.942	0
5	European	57.8	0	169.5	83.9	29.2	97.9	112.6	0.843	0.577	38.8	50.8	132	81	0	151.4	55.4	282.6	138.3	99.8	1.75	4.6	87.9	5.45	0	0	0.53	0.65	128.1	former	0	0	43.9	3	degree	31-52k	5.02	1	100	1	0	0	0	0	0	0	0.184	1	4.37	0	15	0
6	European	61.6	1	168	70	24.8	117	115.8	0.694	0.697	34.8	37.5	143	81	1	93.3	64.9	231	152.5	91.4	0.77	5.3	80.7	6.22	0	0	0.99	0.91	86.3	current	11.9	0	23.1	2.9	NVQ/HNC/HND	31-52k	-2.24	0	92.5	0	0	0	0	0	0	0	9.543	0	12.753	0	15	0
7	European	58.8	0	172.7	73.3	24.6	83	107.4	0.861	0.481	33.6	22.4	183	117	0	158.4	53.1	93.5	148.9	123.7	0.79	26.8	81.1	5.47	0	0	1.16	1.14	65.4	never	0	0	15.4	3.9	degree	>100k	-5.29	0	78.9	0	0	0	0	0	0	0	10.955	0	13.975	0	15	0
8	European	55.7	0	163.1	66	24.8	84.5	105.1	0.892	0.518	48.6	30.6	147	79	0	119.6	75.8	189.8	120.7	61.7	0.73	12.2	118.7	6.21	0	0	0.82	0.67	123.6	former	0	0	23.9	2.4	A-levels	52-100k	4.59	0	94.3	0	0	0	0	0	0	0	15	0	15	0	2.588	0
9	European	53.3	0	175.1	105.7	34.5	97	109.6	0.795	0.554	18.7	31.9	128	74	0	123.9	40.2	243.9	143.4	125.1	0.99	35.3	90.5	5.7	0	0	0.76	0.71	116.2	former	0	0	3.8	3.1	degree	31-52k	-1.89	0	95.1	0	0	0	0	0	0	0	15	0	13.721	0	15	0
10	European	75.8	1	164.7	68.6	25.3	95.3	108	0.882	0.578	32.4	25.3	134	85	0	158.1	53.5	276.3	160.7	110	1.72	14.8	119	4.83	0	0	1.24	0.92	84.3	former	0	0	44.3	2.8	NVQ/HNC/HND	18-30k	-0.89	0	100	1	0	0	0	0	0	0	2.733	0	8.9	0	4.327	0
11	European	63	0	167.7	69.3	24.7	97.6	124.5	0.77	0.582	24	23.8	155	96	0	149.2	54.5	207.9	121.8	74.1	1.33	9.3	81.3	6.27	0	0	1.24	1.28	57	former	0	0	18.9	1.7	A-levels	18-30k	6.54	0	74.3	0	0	0	0	0	0	0	13.794	1	15	0	8.008	0
12	European	48.6	0	170.1	92.2	31.9	98	108.7	1.077	0.576	24.4	33.8	128	77	0	136.7	61.2	137.7	140.5	70.6	0.65	10.6	97.3	5.6	0	0	1.34	1.21	61.1	never	0	0	30	4.1	degree	<18k	-4.02	0	91.3	0	0	0	0	0	0	0	2.069	0	11.211	0	11.082	0
13	European	70	0	168.9	78.6	27.6	84.4	116.4	0.801	0.499	32.6	34.6	147	93	1	133.2	63.6	59.6	135.1	113.2	0.76	51.6	89.8	4.88	0	0	1.03	0.91	85.6	never	0	1	14.3	3	A-levels	18-30k	0.11	1	81.1	0	0	0	0	0	0	0	2.032	0	6.681	0	6.011	0
14	European	58.4	1	164.7	65.3	24.1	75	102.7	0.809	0.455	35.5	26.3	122	62	0	136.4	45.1	127.1	148.8	110.2	2.07	45.5	92.5	5.43	0	0	0.7	0.8	99.8	former	0	0	18.6	3	degree	31-52k	-3.6	0	99.3	0	0	0	0	0	0	0	14.603	0	11.543	0	7.109	0
15	European	64.5	0	167.1	77.4	27.7	96.9	125.1	0.947	0.58	30.3	37.7	116	79	0	89.5	48.1	66.1	196.3	110.8	1.73	14.2	105.6	5.78	0	0	0.79	0.87	90.4	never	0	0	26.9	4.3	degree	18-30k	1.2	1	92.4	0	0	0	0	0	0	0	11.014	0	5.739	0	15	0
16	European	49.2	0	154.1	60.1	25.3	70.8	101.8	0.859	0.46	30.9	29.7	111	83	0	170	66	97.9	147.9	138.7	1	9.5	113.6	4.62	0	0	0.78	0.81	98.5	former	0	0	21.1	7	O/GCSE/CSE	18-30k	-0.69	0	86.5	0	0	0	0	0	0	0	11.3	1	15	0	0.109	0
17	European	65.7	0	162.3	60.4	22.9	103.3	115.7	0.697	0.637	31.1	20.7	122	73	0	190.9	37.3	146.5	116.8	108	0.63	9.8	89.2	5.23	0	0	0.96	1.24	59.3	never	0	0	4.1	3.1	degree	18-30k	-1.47	0	86.2	0	0	0	0	0	0	0	15	0	4.55	0	1.108	0
18	European	58.6	0	149.5	65.9	29.5	92.3	121.3	0.938	0.617	37.4	34	121	74	0	79.7	42.3	53.9	117.6	89.7	1.39	36.9	123.2	5.26	0	0	1.07	0.99	77.7	never	0	0	25.6	2.8	O/GCSE/CSE	>100k	6.32	0	100	0	0	0	0	0	0	0	3.265	1	15	0	4.131	0
19	European	60.7	0	189.5	74	20.6	95.9	105.4	0.727	0.506	26.8	24.8	98	60	0	91.9	59.3	287	162.2	121.5	1.69	17.2	99.6	5.91	0	0	0.49	0.53	162.8	never	0	0	12.1	2.2	none	18-30k	-5.21	0	97.7	0	0	0	0	0	0	0	11.23	0	15	0	7.14	0
20	European	55.8	1	161.3	72.4	27.8	67.1	102.4	0.906	0.416	21.6	39.2	105	64	0	81.6	65.3	111.1	166	127.6	0.46	18.8	113.5	5.7	0	0	1.1	1.29	56.5	never	0	1	29.9	3.3	degree	52-100k	-5.8	1	100	0	0	0	0	0	0	0	4.66	0	4.419	0	0.763	0
21	European	62.5	0	163.8	53.6	20	78.7	87.4	0.755	0.48	31.3	21	122	82	0	150	68.1	81.2	192.2	106.6	0.6	6.8	92	5.96	0	0	0.91	0.85	93.2	never	0	0	19	3.9	O/GCSE/CSE	<18k	-2.17	0	100	1	0	0	0	0	0	0	12.674	0	4.533	0	11.642	0
22	European	60.3	0	169.6	92.9	32.3	102.2	106.2	0.863	0.603	37.4	41.6	135	72	0	140.3	65.7	82.7	148.5	100.9	1.66	231.2	104.6	5.92	0	0	0.93	0.93	83.6	never	0	0	7	2.9	A-levels	<18k	-3.37	1	87.6	0	0	0	0	0	0	0	10.616	1	1.048	0	6.854	0
23	European	54.2	1	178	103.6	32.7	96.3	112.3	0.974	0.541	28.3	46.8	138	84	0	98.7	66.9	178.8	140.1	102.1	0.94	13.6	116.9	5.26	0	0	0.99	1.17	63.4	former	0	1	32.4	3	degree	18-30k	1.13	1	99.7	1	0	0	0	0	0	0	15	0	15	0	2.638	0
24	European	71.6	1	179	103.8	32.4	92	103.8	0.909	0.514	35.7	20.8	142	91	0	145.6	66.9	122.4	167.6	107.3	0.53	4.4	104.5	6.82	0	0	1.12	1.04	73.5	former	0	0	0	6.9	none	52-100k	0.41	0	97.9	0	0	0	0	0	0	0	15	0	7.166	0	15	0
25	European	61	1	179.3	68	21.1	106.5	111.5	0.652	0.594	42.7	29	141	90	0	168.8	68.1	55.1	146.1	69.1	0.62	8.8	86.8	5.04	0	0	0.75	0.8	99.8	current	11.8	0	20.8	4.2	A-levels	52-100k	-3.64	1	100	0	0	0	0	0	0	0	6.971	1	15	0	15	0
26	European	58.1	0	156.6	63.6	25.9	97.9	108	0.818	0.625	31.2	19.3	107	76	0	139.7	53.4	139.9	170.9	74.6	3.71	56.1	112.8	4.83	0	0	0.8	1.09	69.2	former	0	0	6.1	4	O/GCSE/CSE	18-30k	-3.09	0	83.8	1	0	0	0	0	0	0	3.488	0	15	0	11.786	0
27	European	42.8	0	165.8	81.7	29.7	107.6	107.6	0.801	0.649	25.3	39.9	140	84	0	128.8	45.5	133.2	135	94.5	0.95	37.8	100.6	6.14	0	0	1.15	1.24	59.1	never	0	0	47.7	3.4	A-levels	31-52k	-3	1	94.3	1	0	0	0	0	0	0	5.851	0	7.222	0	0.426	0
28	European	64.3	0	172.3	69.3	23.3	92.7	109.5	0.927	0.538	29.3	53	157	81	0	124	89.3	53.7	136	111.8	1.38	31.8	78.3	5.74	0	0	1.01	0.87	90.5	former	0	0	36.1	6.8	O/GCSE/CSE	18-30k	-2.83	1	96	0	0	0	0	0	0	0	1.43	1	2.364	0	3.449	0
29	European	54.2	1	169.2	62.3	21.7	92.4	88.1	0.728	0.546	33.9	31.6	110	72	0	91.7	78.6	145.6	155	105	1.99	23.9	116.3	6.04	0	0	0.63	0.86	92.3	never	0	0	39.4	5.7	degree	52-100k	-5.26	0	82.7	1	0	0	0	0	0	0	15	0	15	0	0.678	0
30	European	63.1	0	181.6	81.1	24.6	89	107.2	0.781	0.49	32.3	47.3	128	86	0	160.9	48.5	155.5	136.9	102.7	0.88	8.5	94.4	5.91	0	0	1.01	0.88	89.7	never	0	0	0	4.8	O/GCSE/CSE	31-52k	0.92	0	100	1	0	0	0	0	0	0	15	0	15	0	3.695	0
31	European	57.5	0	145.6	58.4	27.6	74	117.3	1.12	0.508	25.9	25	153	84	0	190.6	38.6	207.2	74.6	96.8	3.08	39.4	84.3	5.31	0	0	0.85	0.9	86.5	former	0	0	11.5	5.3	none	18-30k	-1.74	0	100	0	0	0	0	0	0	0	8.111	1	13.892	0	14.375	0
32	European	59.2	1	167.7	76.7	27.3	104.7	97.7	0.87	0.624	32.1	35	144	86	0	183.7	91.2	132.7	125.3	141.8	0.52	25.9	86.8	4.66	0	0	0.79	0.7	116.5	never	0	0	0	3	none	52-100k	-8.17	0	100	0	0	0	0	0	0	0	15	0	15	0	8.706	0
33	European	42.7	1	184.7	82.1	24.1	99.3	117	0.894	0.538	25.7	27.2	108	67	0	201.8	30.1	156.5	143.2	101.2	3.71	4.1	84	5.59	0	0	1.14	1.3	56.2	never	0	0	31.5	5.8	degree	<18k	0.95	0	87.4	0	0	0	0	0	0	0	4.865	1	0.347	0	15	0
34	European	45.2	1	159.5	66.1	26	72.9	101.9	0.725	0.457	24.6	25.2	126	78	0	128.5	61.5	62.7	168.8	128.6	2.4	4.2	96	7.04	0	0	0.89	0.78	103.8	current	38.5	0	24.4	3.7	O/GCSE/CSE	31-52k	-1.95	1	100	1	0	0	0	0	0	0	2.735	0	11.299	0	15	0
35	European	60.9	0	184.6	94.9	27.8	92.6	110.9	0.978	0.501	31.2	24.6	155	92	1	168.2	74.3	69.6	141.1	126	2	15.3	88.7	5.29	0	0	1.04	0.82	97.8	never	0	0	22.7	2	degree	18-30k	-2.26	0	100	0	0	0	0	0	0	0	5.242	0	6.139	0	12.936	0
36	European	63.7	0	176.9	82.2	26.3	81.1	110.1	0.893	0.458	24.5	36.5	142	91	0	106.1	68.7	112.7	161.2	110.4	1.73	6.7	86.5	5.3	0	0	0.99	0.99	77.7	former	0	0	3.4	4.1	degree	31-52k	1.77	0	100	0	0	0	0	0	0	0	15	0	0.273	0	15	0
37	European	56.1	0	173.3	89.4	29.8	83	120.2	0.854	0.479	33.3	24.4	127	84	0	183.6	46.9	202.7	142.6	81.7	3.05	96.9	98.5	5.82	0	0	0.57	0.83	95.9	never	0	0	33.3	5.8	A-levels	31-52k	0.79	1	100	1	0	0	0	0	0	0	13.042	0	12.091	0	3.19	0
38	European	55.8	0	160.9	89.6	34.6	104.5	114.5	1.049	0.65	28.1	54.5	121	72	1	209.4	58.3	182.1	164.8	93.5	1.87	118.2	93.7	5.42	0	0	1.05	0.9	87.5	former	0	0	7.5	3.2	degree	18-30k	-0.79	0	86.7	1	0	0	0	1	0	0	4.548	0	15	0	13.33	0
39	European	66.5	1	169.6	71	24.7	75.6	108.1	0.978	0.446	20.4	18.2	140	73	0	125.7	70.6	63.9	178.5	95.4	1.83	31.5	89.5	5.59	0	0	1.08	0.86	91.7	never	0	0	36.1	4.8	A-levels	52-100k	-2.61	0	100	0	0	0	0	0	0	0	15	0	1.502	0	9.938	0
40	European	62	0	171.9	74.9	25.3	94.7	110	0.835	0.551	22.3	18.1	146	87	0	211.2	51.7	181.5	142.8	93.6	1.42	2.5	127.5	5.87	0	0	0.58	0.93	84.1	former	0	0	19.2	5.1	O/GCSE/CSE	<18k	-2.13	1	88.4	0	0	0	0	1	0	0	15	0	6.171	0	15	0
41	European	63.8	1	181.3	112.8	34.3	96.2	106.6	0.921	0.531	21.6	28.4	142	79	0	134	58.5	200.9	176.4	118.3	1.68	14.3	60	5.32	1	0	0.72	1.04	73.3	never	0	0	13	5.1	NVQ/HNC/HND	<18k	1.88	0	92.9	0	0	0	0	0	0	0	0.446	0	11.531	0	15	0
42	European	70.1	0	186.1	93.9	27.1	105.3	103.9	0.887	0.566	25.9	30.8	137	82	0	108.8	76.2	49.9	164.5	72.8	2.87	24	84.8	5.29	0	0	0.63	0.93	83.5	never	0	0	9.9	5.8	NVQ/HNC/HND	31-52k	2.32	0	96.8	0	0	0	0	0	0	0	15	0	15	0	15	0
43	European	56	1	168.4	64.3	22.7	96.1	90.2	0.793	0.571	26.3	27.8	114	75	0	122.5	98.7	41.5	106.2	117.8	0.49	7.8	83.7	6.59	0	0	0.61	0.74	110.5	former	0	0	46.6	4.6	O/GCSE/CSE	18-30k	-0.94	0	96.1	1	0	0	0	0	0	0	10.868	0	2.558	0	15	0
44	European	54	0	171.6	107.7	36.6	85	94.6	0.984	0.495	21	24.2	146	89	0	96	49	312.3	182.1	76	3.23	7.1	87.4	5.22	1	0	1.14	0.98	79	never	0	0	34	3.6	degree	<18k	-3.58	0	100	0	0	0	0	0	0	0	8.493	0	5.239	0	15	0
45	European	54.5	0	173.7	72.3	24	91.4	93.2	0.845	0.526	26.5	34.5	133	80	0	103.5	65.5	160.4	152	88.7	0.7	10	104.9	5.13	0	0	1.16	1.17	63.4	never	0	0	32.8	4	degree	18-30k	0.47	1	100	1	0	0	0	0	0	0	6.943	0	15	0	8.059	0
46	European	45.7	0	169.6	75.9	26.4	96.5	97.7	0.873	0.569	39.4	18.4	122	81	1	111.9	65.4	71.8	176.8	82	0.85	8.3	78.3	5.97	0	0	0.75	0.68	121.5	current	19.7	0	36.4	6.6	A-levels	18-30k	-5.83	1	90.3	1	0	0	0	0	0	0	1.416	1	1.167	0	5.56	0
47	European	67.2	0	184.9	104.8	30.7	116.1	114	0.837	0.628	32.7	27.6	138	78	0	116.1	57	270.4	129.4	98.1	0.95	2	77.7	5.59	0	0	1.01	1.27	57.8	former	0	0	18.9	5.6	A-levels	52-100k	-0.29	1	84.8	0	0	0	0	0	0	0	13.928	0	15	0	3.98	0
48	European	45.2	1	183.3	74	22	76.2	97.7	0.747	0.415	31.4	35.7	147	84	0	154.9	46	76	134.7	107.1	0.65	8.5	95.6	5.44	0	0	1.06	0.79	101.1	former	0	0	25.9	2.4	O/GCSE/CSE	52-100k	-0.99	0	96.1	1	0	0	0	0	0	0	3.628	0	15	0	15	0
49	European	55.4	1	165.7	60.5	22	99.3	97.3	0.75	0.599	25.9	21.5	108	75	0	151.2	42.8	196.4	143.1	109	2.05	91.3	84.6	5.76	0	0	1.24	1.05	72	never	0	0	55.9	3.5	degree	31-52k	2.89	0	94.2	1	0	0	0	0	0	0	1.949	0	15	0	15	0
50	European	54.8	1	186.6	108.4	31.1	107.1	121.8	0.905	0.574	37.2	39.7	130	84	1	125.4	51.9	142.4	126.2	79.8	0.86	28.6	122.4	5.95	0	0	1.05	1.18	63.1	never	0	0	0	2.2	degree	<18k	-0.18	0	92.3	1	0	0	0	0	0	0	4.23	0	14.519	0	1.385	0
51	European	53.1	1	154	81.8	34.5	95.1	101.2	0.764	0.617	28.3	46.3	149	90	0	147.1	41.7	133.2	146.6	112.2	0.87	18.5	88.9	5.83	0	0	0.94	0.86	92.4	never	0	0	0	5.4	O/GCSE/CSE	18-30k	-2.43	1	89.4	0	0	0	0	0	0	0	15	0	3.65	0	3.501	0
52	European	47.6	0	192	106.1	28.8	113.4	86.6	1.004	0.591	39.7	21.5	153	91	0	113.3	52	206.9	150.8	90.8	2.37	68.5	117.1	6.51	0	0	0.86	0.77	104.1	former	0	0	14.5	7	none	<18k	-3.59	1	82.8	0	0	0	0	0	0	0	10.303	0	5.67	0	15	0
53	European	59.6	0	164.9	79.8	29.4	73	95.9	0.937	0.443	20.9	28	137	82	0	152.4	76.6	148.9	184.7	73.4	0.82	46.1	96.7	6.12	0	0	0.73	0.74	109.5	former	0	0	32	4.7	NVQ/HNC/HND	31-52k	-2.05	1	99.8	0	0	0	0	0	0	0	2.841	1	7.193	0	8.003	0
54	European	57.9	0	168.4	79.4	28	97.6	100.4	0.826	0.58	25	60.7	154	86	0	121.7	57	122.5	142.2	99.3	1.62	5	98.2	5.92	0	0	1.22	1.29	56.5	never	0	1	5.8	1.4	NVQ/HNC/HND	52-100k	0.1	0	100	0	0	0	0	1	0	0	15	0	4.752	0	8.808	0
55	European	63.7	1	173.7	65.9	21.8	89.8	99.9	0.823	0.517	31.5	40.4	136	86	0	143.8	56.6	75.3	140.3	71.4	0.8	6	113.9	5.9	0	0	0.67	0.84	94.7	never	0	0	26	5.5	O/GCSE/CSE	52-100k	0.7	1	100	0	0	0	0	0	0	0	9.86	1	4.917	0	11.593	0
56	European	55.3	0	179.4	100.4	31.2	102.3	109.4	0.742	0.57	27.1	15.3	120	76	0	128.1	67.9	142.2	129.6	80.9	0.91	60	92.1	4.76	0	0	0.95	0.72	112.9	never	0	0	6.6	4.3	O/GCSE/CSE	31-52k	-2.43	0	100	0	0	0	0	0	0	0	9.6	0	15	0	14.415	0
57	European	53.5	0	166.8	81.2	29.2	62.6	106.8	0.96	0.376	43.9	28.6	168	91	1	132.7	60	196.5	166.8	80.3	1.95	34.2	104.9	6.18	1	0	0.96	0.78	103.1	former	0	1	3.5	4	O/GCSE/CSE	<18k	-4.05	1	82.5	0	0	0	0	1	0	0	15	0	8.42	0	9.203	0
58	European	61.3	0	170.9	89.4	30.6	90.5	107.3	0.869	0.53	37.2	27.3	130	80	0	146.9	58	91.7	138.8	130.6	0.48	5.1	106.9	6.2	0	0	1.18	1.08	69.9	never	0	0	45	2.3	A-levels	18-30k	-1.34	1	91.6	0	0	0	0	0	0	0	15	0	15	0	15	0
59	European	60.6	0	178.6	103	32.3	95.6	112.6	1.018	0.535	57.4	38	173	91	0	172	48	92.3	124.7	57.9	2.95	13.2	81.9	5.42	1	1	1.05	1.05	72.3	never	0	0	23.2	2.4	NVQ/HNC/HND	18-30k	4.35	0	89.4	0	0	0	0	0	0	0	2.839	1	5.839	0	9.151	0
60	European	72	1	184.3	98.5	29	89.5	106.3	0.982	0.486	29.9	23	117	73	0	107.1	68	71.4	146.6	115.5	1.54	8.5	96.5	5.7	0	0	0.78	1.22	60.3	former	0	0	13.4	4.1	degree	18-30k	-3.58	0	99.5	0	0	0	0	0	0	0	3.894	0	5.083	0	13.991	1
61	European	62.6	0	178.7	86.9	27.2	88.5	111.5	0.912	0.495	25.1	28.7	90	69	0	104.7	103.9	90.1	146.2	94.9	0.26	100.7	95.3	6.59	0	0	0.63	0.56	151.7	never	0	0	8	4.1	O/GCSE/CSE	52-100k	-3.32	1	100	0	0	0	0	0	0	0	2.068	0	15	0	5.771	0
62	European	47.1	0	173.5	93.1	30.9	83	94.6	0.855	0.478	20.8	49.9	130	71	0	184.4	62.1	94.3	139.1	99.1	0.86	20.8	109.1	6.08	0	0	0.98	0.71	116	never	0	0	27.5	6.4	degree	31-52k	-1.29	0	88.9	0	0	0	1	0	0	0	0.958	0	9.141	0	8.403	0
63	European	63.6	0	176.7	91.7	29.4	94.1	118.8	0.824	0.533	33.7	16.1	123	76	0	166.2	45.6	130.1	172.6	98	0.98	6.6	97	5.88	0	0	0.87	0.5	176.7	former	0	0	42.1	0	O/GCSE/CSE	<18k	0.04	1	100	0	0	0	0	0	0	0	15	0	15	0	3.481	0
64	European	56.9	0	182.4	104.6	31.5	82	111	0.903	0.45	31.1	16.4	124	79	0	129.5	61.2	84.9	152.3	102.4	1.93	28.8	99.8	4.92	0	0	0.63	0.7	117.6	never	0	0	29.4	6.8	NVQ/HNC/HND	<18k	0.06	1	96.7	0	0	0	0	0	0	1	15	0	15	0	13.585	0
65	European	48.1	0	177	82.4	26.3	88.2	110.7	0.877	0.498	28.7	14.5	117	75	1	165.4	73	154.8	138	87.8	1.69	34.6	90.7	4.93	0	0	1.09	0.77	104.7	never	0	0	7.4	5.9	degree	18-30k	0.68	1	95.8	0	0	0	0	0	0	0	3.521	0	15	0	15	0
66	European	56.6	0	170.2	73.4	25.4	86	119.3	0.922	0.505	29.4	31.2	112	63	0	89.2	75.1	92.3	129.6	97.4	2.04	7.7	93.8	5.58	0	0	0.63	0.49	181.3	former	0	0	3.1	3.9	A-levels	31-52k	3.86	0	100	0	0	0	0	0	0	0	15	0	7.224	1	2.148	0
67	European	55	1	170	63.8	22.1	85.9	103.3	0.835	0.505	19	46.5	129	90	0	132.6	71.5	75.1	165.2	119.5	0.93	23.1	112.5	4.78	0	0	0.71	0.89	87.9	never	0	0	36.4	4.8	O/GCSE/CSE	18-30k	4.46	0	94.7	0	0	0	0	0	0	0	1.74	0	0.379	0	14.318	0
68	European	57.3	0	187.5	101.5	28.9	70.1	105.4	0.894	0.374	30.4	41.7	172	114	0	192.3	52.9	246.5	170.4	71.6	1.71	6.8	90.1	4.84	0	0	0.84	0.85	92.7	never	0	0	11.1	2.8	degree	31-52k	0.12	0	97	0	0	0	0	0	0	0	1.628	0	15	0	12.917	0
69	European	45.9	1	168.7	100.7	35.4	84.8	112.1	1.05	0.502	23.1	22.1	141	90	0	142	36.2	337.6	103.7	98.2	1.09	88.4	100.8	5.74	0	0	0.77	0.64	129.4	never	0	0	56.1	6.1	degree	<18k	6.1	0	95.8	0	0	0	0	0	0	0	0.857	1	15	0	2.108	0
70	European	48.7	0	161.7	82.2	31.4	82.1	121.5	0.986	0.508	26	29.8	112	69	0	108.4	45	198.1	145	46.4	1.68	39.7	120	5.42	0	0	0.91	1.1	68.5	former	0	0	8.5	4	NVQ/HNC/HND	31-52k	-7.09	1	95	1	0	0	0	1	0	0	14.386	1	15	0	15	0
71	European	55.2	0	165.7	58.8	21.4	89.5	98.2	0.901	0.54	30.1	47.7	137	77	0	179.6	68.2	224.1	156.2	108.6	3.03	276.3	93.2	5.45	0	0	1.28	0.79	101.9	never	0	0	9.5	4.7	O/GCSE/CSE	52-100k	-0.12	0	98.4	0	0	0	0	0	0	0	5.655	0	15	0	12.502	0
72	European	61.4	1	163.6	51.2	19.1	110.1	105.3	0.805	0.673	25.3	31.3	135	85	0	99	76.4	58.4	154	100.8	0.51	17.3	115.1	4.7	0	0	0.76	0.53	165	former	0	1	13.8	4.8	O/GCSE/CSE	<18k	-0.82	1	100	1	0	0	0	0	0	0	15	0	0.61	0	10.949	0
73	European	70	1	178.8	91.2	28.5	98.2	101.5	0.862	0.549	22.7	30.3	136	72	0	158.2	23.4	274.5	74.3	120.8	0.74	26.9	120.5	5.13	1	1	0.95	0.89	88.6	former	0	0	5.1	5	none	18-30k	-1.3	0	79.4	0	0	0	0	0	0	0	5.186	0	4.289	1	10.071	0
74	European	59.7	1	155.2	69.7	28.9	97.6	116.5	1.053	0.629	36.7	34.7	129	80	0	178.4	55.5	114.8	150.1	91.9	1.59	63.5	115.5	5.22	0	0	1.47	1.3	56.3	never	0	0	0	4.9	none	52-100k	5.84	0	79.6	1	0	0	0	0	0	0	13.456	0	10.258	0	12.711	0
75	European	53	1	157.6	69.5	27.9	106.5	105	0.811	0.675	48.1	32.5	164	96	0	175.9	32.6	239.3	123.7	103.1	0.54	54.2	100.4	6.19	0	0	0.61	0.77	104.1	former	0	0	14.3	4.5	NVQ/HNC/HND	<18k	2.65	1	94.1	1	0	0	0	0	0	0	1.988	1	15	0	15	0
76	European	53.7	1	163.6	69.3	25.9	85.4	111	0.961	0.522	40.2	35	143	91	0	167.7	60.9	67.3	138.3	84.7	2.75	88.5	111	5.11	0	0	1.03	1.23	60	never	0	0	13.5	3.2	O/GCSE/CSE	18-30k	-4.77	1	80.2	1	1	0	0	0	0	0	3.309	0	11.202	0	15	0
77	European	56.9	0	175.2	108	35.2	89.8	92.6	1.09	0.513	27.2	35.6	153	89	0	133.6	47.5	98.2	136.9	106.2	1.43	4.7	116.4	5.76	0	0	1.22	1.06	71.3	former	0	0	19.8	4.2	O/GCSE/CSE	18-30k	-0.56	1	93.9	1	0	1	0	0	0	0	13.229	1	12.847	0	4.515	0
78	European	57	0	177.2	85.9	27.4	93.9	104.8	0.886	0.53	47.3	44	109	76	0	152.9	61.5	210	95.3	72.2	2.16	13.6	96.7	4.5	0	0	0.82	0.86	91.3	never	0	0	49.6	4.4	O/GCSE/CSE	<18k	-0.54	1	94.2	1	0	0	0	0	1	0	6.84	0	15	0	7.91	0
79	European	57.8	1	171.1	55.9	19.1	98.2	108.2	0.622	0.574	32	33.6	140	81	0	183.9	60.7	49.5	120.2	95.1	2.83	3.7	104.5	5.68	0	0	0.7	0.68	121.1	former	0	0	35.4	6.3	O/GCSE/CSE	18-30k	-1.52	0	82.1	0	0	0	0	0	0	0	5.906	0	15	0	15	0
80	European	54.3	0	179.8	78.9	24.4	92.1	94	0.816	0.512	29.9	31.7	112	72	0	146.4	66.3	169.2	135.5	98.3	1.39	12.2	103.3	5.59	0	0	0.88	0.63	133.8	current	4.5	1	7.6	3.9	O/GCSE/CSE	31-52k	-6.81	0	98.6	0	0	0	0	0	0	0	15	0	3.118	0	15	0
81	European	60.8	1	167.7	74.5	26.5	97.2	105.3	0.864	0.579	32.5	23.3	124	69	0	149.8	46.9	193.9	155	89.3	1.78	18.4	107.6	5.56	0	0	1.01	1.01	76.2	former	0	0	11.6	4.1	degree	18-30k	1.78	0	100	0	0	0	0	0	0	0	15	0	15	0	11.627	0
82	European	63.3	0	189.1	90.8	25.4	101.5	114.9	0.784	0.537	25.1	43.7	140	89	0	174.7	41.7	257.8	108.5	119.2	1.08	16.6	105.5	5.13	1	1	1.27	0.89	88.5	never	0	0	30.7	6.1	NVQ/HNC/HND	31-52k	0.18	0	97.8	1	0	0	0	0	0	0	10.832	0	3.559	0	7.722	0
83	European	50.3	1	173.1	77.9	26	94.7	98.2	0.838	0.547	26.8	10.2	135	89	0	137.3	60.9	274.1	160	114.3	1.66	12.6	93.7	5.71	0	0	0.8	0.76	106.3	never	0	0	18.2	5.9	NVQ/HNC/HND	<18k	2.43	0	92.9	0	0	0	0	0	0	0	13.989	0	15	0	12.972	0
84	European	61.8	1	167	84.1	30.2	78.6	99.3	0.793	0.471	34.8	28.5	112	71	0	133.2	49.1	62.3	143.3	120	3.68	100.6	60.4	5.94	0	0	0.66	0.85	92.9	former	0	0	31.1	6.7	degree	18-30k	-1.49	0	93	1	0	0	0	0	0	0	15	0	15	0	15	0
85	European	53.1	0	167	68.1	24.4	88.6	95.1	0.897	0.53	29.7	51.4	105	79	0	86.9	64.9	234.2	128.3	125.4	0.64	28.5	107.7	4.9	0	0	0.61	0.4	200	former	0	0	9.9	5.1	O/GCSE/CSE	<18k	-0.22	1	84.1	0	0	0	0	0	0	0	6.815	0	3.035	0	3.774	1
86	European	50.2	1	179.1	84.5	26.3	79.1	122.3	0.808	0.441	38.8	27	121	70	0	178.6	69.8	125.9	157.8	128	3.55	17.4	81.5	5.7	0	0	1.5	1.17	63.7	never	0	0	34	6.3	degree	52-100k	-0.94	1	95.2	0	0	0	0	0	0	0	15	0	15	0	1.338	0
87	European	59.8	1	162.3	68.3	25.9	92.5	90.7	0.856	0.57	29.4	47.7	133	85	1	153.5	49.7	98.4	176.3	94.4	0.64	18.2	73.6	5.37	0	0	0.92	1.12	67.3	never	0	0	36.3	3	degree	<18k	-0.74	0	98	0	0	0	0	0	0	0	0.071	0	13.732	0	1.695	0
88	European	60.3	0	174.1	73.2	24.2	88.2	106.2	0.942	0.506	41.6	42.7	148	86	0	148.6	75.3	95.4	134	85.1	2.98	19.4	79.6	5.46	0	0	0.72	0.75	108.9	former	0	0	23.5	5.2	O/GCSE/CSE	18-30k	-2.98	0	78	0	0	0	0	0	1	0	15	0	14.473	0	12.343	0
89	European	75.9	0	165.2	73.9	27.1	110.7	91.2	0.964	0.67	25.9	30.2	145	82	0	193.8	69.8	163.5	167.5	114	1.5	33.6	103.3	4.5	0	0	1.27	1.11	68.1	former	0	0	2	3.7	NVQ/HNC/HND	<18k	-2.66	0	100	1	0	0	0	0	0	0	10.599	1	15	0	15	0
90	European	48.2	0	185.2	90.1	26.3	96.9	101.8	0.845	0.523	29.2	26.4	148	94	0	168.5	49	176.3	91.5	119.3	0.92	33.3	125.4	6.27	0	0	1.41	1.15	64.8	never	0	0	0	2.3	O/GCSE/CSE	<18k	1.02	1	97.6	1	0	0	0	0	0	0	15	0	6.001	0	15	0
91	European	74.4	1	166.3	67.7	24.5	93.6	92.8	0.768	0.563	34.8	12.4	135	75	0	149.7	35.6	232.3	129.2	87.9	0.77	9.1	117.2	5.68	0	0	1.26	1.27	57.6	never	0	1	14	2.5	O/GCSE/CSE	18-30k	-5.78	1	97	0	0	0	0	0	0	0	1.63	1	3.903	0	15	0
92	European	66.4	0	158.6	83.8	33.3	104.6	108.5	0.897	0.659	21.7	26.4	153	88	1	173.1	49.2	125.5	148.5	103.4	3.01	22.7	95.9	4.5	0	0	0.97	0.81	99.1	never	0	1	51	2.1	NVQ/HNC/HND	52-100k	-0.51	0	84.7	1	0	0	0	1	0	0	7.534	1	15	0	15	0
93	European	59.6	0	165.4	91.3	33.4	84.7	113.6	0.8	0.512	22.7	9.2	127	75	0	111.2	31.2	112	125	123.1	0.6	26.3	111.8	4.55	0	0	0.88	0.93	83.5	former	0	0	0	4.1	degree	52-100k	-3.35	1	77.5	0	0	0	0	0	0	0	5.918	0	9.679	0	15	0
94	European	54.3	0	173.1	91	30.4	93	103.4	0.905	0.537	34.7	33.9	128	84	0	185.1	75.7	295.5	152.7	89.9	0.63	22.2	110.1	5.14	0	0	0.92	0.64	131.1	never	0	0	21.1	3.3	degree	31-52k	-0.73	0	96.6	0	0	0	0	0	0	0	15	0	9.582	0	15	0
95	European	43.1	1	185.3	120.7	35.1	95.2	95.2	0.996	0.513	26.5	38.1	164	97	0	167.3	48.5	96.4	157.9	123.5	2.88	25.5	88.4	5.31	0	0	1.19	1.28	57.3	former	0	0	27.7	4.2	A-levels	18-30k	1.31	0	95.4	0	0	0	0	0	0	0	5.595	0	15	0	15	0
96	European	50.1	0	180.2	69.3	21.3	92	104.6	0.899	0.511	38.8	37.2	111	71	0	146.7	60.7	198.9	166.4	86.6	3.96	15.6	105.8	6.09	0	0	0.93	0.91	86.2	never	0	0	3.3	4.8	degree	31-52k	1.81	0	98.3	0	0	1	0	0	0	0	15	0	7.215	0	3.628	0
97	European	40	0	163.1	78.1	29.3	87.3	120.4	0.851	0.535	26.1	27.3	118	64	0	136.4	83.7	105.4	63.3	105.3	0.75	4.4	76.7	5.17	0	0	0.61	0.72	113.1	former	0	0	27.6	6.2	A-levels	18-30k	-6.08	1	100	1	0	0	0	0	0	0	15	0	1.673	0	4.054	0
98	European	56.1	0	175.8	83.1	26.9	94.3	107.4	0.748	0.537	31.8	40.1	114	77	0	155.7	42.1	221.9	113	107.2	0.41	32.8	95.9	5.53	0	0	0.95	0.81	98.3	former	0	0	20.1	2.8	none	18-30k	-3.6	0	92	1	0	0	0	1	0	1	15	0	0.679	0	15	0
99	European	68.9	1	171.3	94.8	32.3	72.1	120	0.903	0.421	22.2	45.3	157	86	1	167.8	65.5	70.4	150.6	68.8	1.78	7.9	95.7	5.8	0	0	0.69	1.3	56	former	0	0	22.5	2.7	O/GCSE/CSE	>100k	-2.62	1	85.6	1	0	0	0	0	0	0	7.508	0	15	0	8.605	0
100	European	58	0	149.4	71.2	31.9	76.3	107.2	0.942	0.511	24.3	31.1	162	94	0	126.4	54.3	62.4	138.3	117.5	1.36	9.5	82.9	4.89	0	0	1.18	0.84	94.4	former	0	0	0	5.4	none	<18k	-4.09	0	82.3	1	0	0	0	0	0	0	15	0	2.63	0	7.358	0

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Synthetic UKBB South Asian ASCVD (1M Patients)

This dataset contains 1 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_1m.parquet")
print(df.shape)   # (1000000, ~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: 20

Size of downloaded dataset files:

246 MB

Size of the auto-converted Parquet files:

115 MB

Number of rows:

1,000,000