africa-synth-hypertension-hypertension-cvd-dataset-all

Split (3)

train · 10k rows

patient_id stringlengths 10 10	age float64 18 85	sex stringclasses 2 values	residence stringclasses 2 values	bmi float64 16 42.7	family_history_hypertension bool 2 classes	diabetes bool 2 classes	smoking bool 2 classes	alcohol_heavy bool 2 classes	physically_active bool 2 classes	high_salt_diet bool 2 classes	hypertension_status stringclasses 2 values	systolic_bp_mmhg float64 90 200	diastolic_bp_mmhg float64 60 120	diagnosed bool 2 classes	on_medication bool 2 classes	medication_adherence stringclasses 4 values	bp_controlled bool 2 classes	stroke_history bool 2 classes	myocardial_infarction bool 2 classes	heart_failure bool 2 classes	total_cholesterol_mg_dl float64 120 350	ldl_mg_dl float64 60 250	hdl_mg_dl float64 25 80	creatinine_mg_dl float64 0.5 2.69
HTN_009901	74.8	Female	Urban	31.7	true	false	false	false	true	true	Hypertensive	155	99	true	false	null	false	false	false	false	198	100	59	1.2
HTN_009902	52.9	Female	Rural	23.4	false	false	false	false	true	false	Hypertensive	130	120	false	false	Undiagnosed	false	false	false	false	131	60	36	1.67
HTN_009903	62	Male	Rural	18.4	true	false	true	false	true	false	Hypertensive	156	96	true	false	null	false	false	false	false	255	125	56	0.89
HTN_009904	42.3	Male	Rural	26.6	false	false	false	false	false	true	Normal	124	62	false	false	null	false	false	false	false	262	163	63	1.16
HTN_009905	56	Female	Urban	26.3	false	false	false	false	false	true	Hypertensive	165	91	false	false	Undiagnosed	false	false	false	false	189	154	46	1.47
HTN_009906	43.3	Male	Urban	29.2	false	false	false	false	true	true	Hypertensive	149	100	false	false	Undiagnosed	false	false	false	false	157	188	46	2.04
HTN_009907	56.6	Male	Urban	20	false	false	false	false	false	true	Hypertensive	140	94	false	false	Undiagnosed	false	false	false	false	216	140	52	0.66
HTN_009908	49.5	Female	Urban	25.8	false	false	false	false	false	true	Hypertensive	161	108	false	false	Undiagnosed	false	true	false	false	173	137	36	1.08
HTN_009909	42	Female	Urban	36.8	false	false	false	false	false	true	Hypertensive	130	116	true	false	null	false	false	false	false	158	195	53	1.27
HTN_009910	31.4	Male	Urban	27	false	false	false	false	false	true	Hypertensive	140	99	false	false	Undiagnosed	false	false	false	false	180	149	43	1.55
HTN_009911	54.5	Female	Rural	24.6	true	false	false	false	true	false	Hypertensive	157	112	false	false	Undiagnosed	false	false	false	false	227	122	48	1.62
HTN_009912	49.9	Male	Rural	20.1	false	false	false	true	false	true	Hypertensive	153	110	false	false	Undiagnosed	false	false	false	false	185	105	49	1.75
HTN_009913	31.1	Female	Rural	26.9	true	false	false	false	true	true	Hypertensive	174	100	false	false	Undiagnosed	false	false	false	false	132	141	35	1.09
HTN_009914	76.1	Female	Urban	27.7	false	false	false	false	true	true	Hypertensive	143	80	false	false	Undiagnosed	false	false	false	false	147	60	68	0.67
HTN_009915	31.2	Male	Urban	25	false	false	false	false	true	false	Normal	119	67	false	false	null	false	false	false	false	254	60	49	0.79
HTN_009916	18	Male	Urban	22.1	true	false	false	false	false	false	Hypertensive	142	108	false	false	Undiagnosed	false	false	false	false	174	131	56	0.78
HTN_009917	46.7	Male	Urban	27	true	false	false	false	true	true	Hypertensive	148	98	false	false	Undiagnosed	false	false	false	false	239	132	45	0.91
HTN_009918	37.6	Male	Urban	23	false	false	false	false	false	false	Hypertensive	142	80	false	false	Undiagnosed	false	false	false	false	222	116	25	0.78
HTN_009919	39.9	Male	Rural	24.1	false	true	false	false	true	true	Hypertensive	174	90	true	false	null	false	true	false	false	179	106	27	0.56
HTN_009920	44.3	Male	Rural	28.4	false	false	false	true	false	true	Normal	115	78	false	false	null	false	false	false	false	233	134	27	0.74
HTN_009921	61.3	Male	Urban	26.1	false	false	false	false	true	true	Hypertensive	130	107	false	false	Undiagnosed	false	false	false	false	214	115	56	1.47
HTN_009922	47.8	Male	Urban	33.1	false	false	false	false	true	true	Hypertensive	151	115	false	false	Undiagnosed	false	false	false	false	280	123	57	1.45
HTN_009923	29.3	Female	Rural	22.4	false	false	false	false	false	false	Normal	91	80	false	false	null	false	false	false	false	192	128	58	1.13
HTN_009924	72	Male	Rural	19	false	false	false	false	true	false	Hypertensive	147	93	false	false	Undiagnosed	false	false	false	false	193	143	48	1.78
HTN_009925	55	Female	Rural	18.9	true	false	false	false	false	false	Hypertensive	154	100	false	false	Undiagnosed	false	true	false	false	263	178	70	1.22
HTN_009926	48.4	Male	Rural	26.3	false	false	false	false	true	false	Normal	122	75	false	false	null	false	false	false	false	217	142	60	0.68
HTN_009927	29.1	Female	Rural	29.8	false	true	false	false	true	false	Hypertensive	138	102	true	true	Moderate	false	false	false	false	199	199	45	0.9
HTN_009928	51.2	Female	Urban	24.7	false	false	false	false	false	false	Hypertensive	158	89	false	false	Undiagnosed	false	false	false	false	206	96	39	1.39
HTN_009929	31.9	Male	Rural	29.2	false	false	false	false	false	true	Hypertensive	165	84	false	false	Undiagnosed	false	false	false	false	197	185	34	1.5
HTN_009930	37.3	Female	Urban	20.7	false	false	false	false	false	true	Normal	112	77	false	false	null	false	false	false	false	134	60	44	0.57
HTN_009931	44.5	Female	Rural	22.6	false	false	false	false	true	true	Hypertensive	156	106	false	false	Undiagnosed	false	true	true	false	145	143	50	1.31
HTN_009932	42.7	Female	Urban	22.8	false	true	false	false	false	false	Hypertensive	142	99	false	false	Undiagnosed	false	false	false	false	146	183	36	1.41
HTN_009933	73.2	Male	Urban	25.9	false	true	true	false	false	true	Hypertensive	130	95	false	false	Undiagnosed	false	false	false	false	218	140	49	1.11
HTN_009934	25.7	Female	Urban	31.6	true	true	false	false	false	true	Hypertensive	149	88	true	false	null	false	false	false	false	231	93	51	1.34
HTN_009935	45.3	Male	Rural	21.2	false	false	false	false	false	false	Hypertensive	161	103	false	false	Undiagnosed	false	false	false	false	202	144	48	1
HTN_009936	18	Female	Rural	22.9	true	false	false	false	true	true	Hypertensive	143	98	false	false	Undiagnosed	false	false	false	false	204	162	55	0.5
HTN_009937	18	Female	Urban	32.1	false	false	false	false	true	false	Normal	118	82	false	false	null	false	false	false	false	211	146	67	1
HTN_009938	36.3	Male	Rural	25.6	true	false	true	false	true	false	Hypertensive	153	82	false	false	Undiagnosed	false	false	false	false	177	131	34	0.68
HTN_009939	76.1	Female	Urban	17.8	false	false	false	false	true	true	Hypertensive	141	97	false	false	Undiagnosed	false	false	false	false	216	210	27	1.82
HTN_009940	68.4	Male	Urban	30.3	false	false	false	false	false	false	Hypertensive	135	91	false	false	Undiagnosed	false	false	false	false	230	165	40	1.85
HTN_009941	50	Male	Urban	21.5	false	false	false	false	false	false	Hypertensive	136	108	false	false	Undiagnosed	false	false	false	false	232	140	44	0.79
HTN_009942	46.7	Female	Urban	32.4	false	true	false	false	false	false	Hypertensive	178	90	false	false	Undiagnosed	false	false	false	false	209	100	56	1.05
HTN_009943	78.6	Male	Urban	26.6	false	false	false	false	false	true	Normal	129	77	false	false	null	false	false	false	false	126	60	32	0.5
HTN_009944	62.2	Male	Urban	30.8	false	true	false	false	true	true	Hypertensive	174	120	false	false	Undiagnosed	false	false	false	false	213	103	35	1.64
HTN_009945	30.6	Male	Rural	26	true	false	true	false	false	true	Hypertensive	173	104	false	false	Undiagnosed	false	false	false	false	256	153	25	1.06
HTN_009946	49	Male	Rural	16	false	false	false	false	false	true	Hypertensive	161	96	false	false	Undiagnosed	false	false	false	false	206	114	77	1.06
HTN_009947	49.4	Female	Rural	23.1	false	false	false	false	true	true	Hypertensive	184	84	true	true	Poor	false	true	false	false	220	114	75	0.8
HTN_009948	40.8	Female	Urban	24.1	false	true	false	true	false	false	Hypertensive	161	80	true	true	Poor	false	true	false	false	209	134	37	1.11
HTN_009949	61.3	Female	Urban	28.9	true	false	false	false	true	false	Hypertensive	149	89	true	false	null	false	false	false	false	150	124	62	0.53
HTN_009950	72.1	Female	Rural	25.3	false	true	false	false	false	false	Hypertensive	160	120	false	false	Undiagnosed	false	false	false	false	263	174	68	1
HTN_009951	42.7	Female	Urban	25.8	false	true	false	false	true	false	Hypertensive	136	95	true	false	null	false	false	false	false	120	165	46	1.21
HTN_009952	48.6	Female	Rural	29.3	true	false	false	false	true	true	Hypertensive	130	93	false	false	Undiagnosed	false	false	false	false	260	168	25	1.03
HTN_009953	59.7	Female	Urban	34.9	false	true	false	false	false	true	Normal	108	82	false	false	null	false	false	false	false	218	60	47	1.19
HTN_009954	25.8	Male	Urban	17.5	false	false	false	false	true	false	Normal	122	73	false	false	null	false	false	false	false	162	133	49	1.09
HTN_009955	59.5	Female	Urban	23.5	false	true	false	false	false	false	Hypertensive	177	92	false	false	Undiagnosed	false	false	false	false	263	132	61	1.43
HTN_009956	46.7	Female	Urban	24.5	false	false	false	false	true	false	Normal	107	72	false	false	null	false	false	false	false	182	117	65	0.96
HTN_009957	22.1	Male	Urban	27.4	false	false	false	true	false	false	Hypertensive	164	92	false	false	Undiagnosed	false	false	false	false	196	176	41	0.97
HTN_009958	51.2	Male	Urban	18	true	false	true	false	true	true	Hypertensive	145	104	true	false	null	false	false	false	false	176	140	65	1.28
HTN_009959	44.8	Male	Urban	21.1	true	false	true	false	false	false	Hypertensive	142	78	true	true	Good	false	false	true	false	236	152	57	1.3
HTN_009960	33.7	Female	Rural	18	false	false	false	false	true	false	Normal	108	66	false	false	null	false	false	false	false	162	148	49	0.83
HTN_009961	47.7	Female	Rural	18.1	true	true	false	false	true	true	Hypertensive	175	85	false	false	Undiagnosed	false	false	false	false	235	131	51	1.15
HTN_009962	53	Female	Urban	29.3	true	false	false	false	true	true	Hypertensive	158	104	false	false	Undiagnosed	false	false	false	false	123	118	32	0.89
HTN_009963	49.6	Male	Rural	21.7	false	false	true	false	true	true	Hypertensive	153	93	false	false	Undiagnosed	false	true	false	false	195	136	58	1.17
HTN_009964	25.5	Male	Rural	21.7	true	false	false	false	true	true	Hypertensive	140	80	false	false	Undiagnosed	false	false	false	false	202	148	25	0.5
HTN_009965	44.5	Female	Urban	24.7	true	false	false	false	false	true	Hypertensive	182	80	true	false	null	false	false	false	false	268	73	28	1.37
HTN_009966	18	Female	Rural	28.1	true	false	false	false	false	true	Normal	128	77	false	false	null	false	false	false	false	148	144	52	0.68
HTN_009967	37.3	Male	Urban	24.8	false	false	false	true	true	false	Normal	111	83	false	false	null	false	false	false	false	178	148	60	0.91
HTN_009968	40.7	Male	Urban	28.7	false	false	false	false	false	true	Normal	129	84	false	false	null	false	false	false	false	120	103	62	0.59
HTN_009969	76.6	Male	Urban	28.1	false	true	false	true	true	false	Hypertensive	145	103	true	true	Moderate	false	false	false	false	224	160	55	1.5
HTN_009970	50.8	Male	Urban	23.5	false	false	false	false	true	false	Normal	103	71	false	false	null	false	false	false	false	165	170	55	1.13
HTN_009971	70.8	Male	Rural	23.6	true	false	false	true	true	false	Hypertensive	149	105	false	false	Undiagnosed	false	false	false	false	187	162	44	1.28
HTN_009972	46.2	Male	Rural	23.5	false	false	false	false	false	false	Hypertensive	140	84	false	false	Undiagnosed	false	false	false	false	228	95	25	2.35
HTN_009973	55.6	Female	Urban	25.4	false	false	false	false	false	true	Hypertensive	156	111	false	false	Undiagnosed	false	true	false	false	228	111	30	1.21
HTN_009974	52.2	Female	Urban	23.9	true	true	false	false	true	false	Hypertensive	147	103	false	false	Undiagnosed	false	true	false	false	240	206	59	1.21
HTN_009975	40.2	Female	Rural	21.5	false	false	false	false	false	false	Normal	120	71	false	false	null	false	false	false	false	171	119	62	1.31
HTN_009976	44.9	Male	Urban	22.1	false	true	false	false	false	true	Hypertensive	130	93	false	false	Undiagnosed	false	false	false	false	147	60	45	0.64
HTN_009977	37.4	Female	Rural	26.6	false	false	false	false	false	true	Hypertensive	174	115	false	false	Undiagnosed	false	false	false	false	249	114	25	2.05
HTN_009978	54.6	Female	Rural	32.5	false	false	false	false	false	false	Hypertensive	178	80	false	false	Undiagnosed	false	false	false	false	221	169	51	1.15
HTN_009979	56.2	Female	Urban	22.9	false	false	false	false	true	false	Hypertensive	141	80	false	false	Undiagnosed	false	false	false	false	197	151	64	1.62
HTN_009980	54.8	Female	Urban	29.7	true	true	false	false	false	true	Hypertensive	140	80	false	false	Undiagnosed	false	false	true	false	179	94	52	1.76
HTN_009981	65	Female	Rural	30.9	false	false	false	false	false	false	Hypertensive	148	87	false	false	Undiagnosed	false	false	false	false	172	90	54	1.42
HTN_009982	58.9	Male	Urban	23.3	false	false	true	false	true	false	Normal	121	74	false	false	null	false	false	false	false	155	189	52	1.12
HTN_009983	64.9	Female	Rural	20	false	false	false	false	false	true	Hypertensive	158	102	false	false	Undiagnosed	false	false	false	false	180	160	48	0.84
HTN_009984	44.1	Male	Rural	24.9	false	false	false	false	true	true	Hypertensive	131	95	false	false	Undiagnosed	false	false	false	false	245	121	25	1.17
HTN_009985	39.9	Male	Urban	30	false	true	false	false	false	true	Hypertensive	146	93	false	false	Undiagnosed	false	false	false	false	147	147	46	0.95
HTN_009986	53.9	Male	Rural	25.6	false	false	false	false	false	false	Hypertensive	151	83	false	false	Undiagnosed	false	true	false	false	287	133	60	1.34
HTN_009987	40.8	Male	Urban	27.7	true	false	false	false	false	true	Hypertensive	161	96	false	false	Undiagnosed	false	false	false	false	244	139	51	0.79
HTN_009988	42.5	Female	Urban	24.1	true	false	false	false	false	false	Hypertensive	188	80	false	false	Undiagnosed	false	false	true	false	196	161	34	1.24
HTN_009989	41.5	Male	Rural	25.3	true	false	false	false	false	true	Hypertensive	144	87	false	false	Undiagnosed	false	false	false	false	231	181	49	1.03
HTN_009990	39.7	Female	Urban	27.8	false	false	false	false	false	false	Hypertensive	178	93	false	false	Undiagnosed	false	false	false	false	247	133	45	1.07
HTN_009991	50.4	Male	Rural	27.3	false	false	false	false	true	false	Hypertensive	136	109	false	false	Undiagnosed	false	false	false	false	236	161	33	1.07
HTN_009992	32.7	Male	Urban	22.9	false	false	false	false	false	true	Hypertensive	160	91	false	false	Undiagnosed	false	false	false	false	196	207	55	0.89
HTN_009993	29.1	Male	Urban	22.2	false	false	false	false	true	false	Normal	109	84	false	false	null	false	false	false	false	201	129	60	0.82
HTN_009994	51.5	Female	Urban	21.1	false	false	false	false	true	true	Hypertensive	171	80	true	false	null	false	true	false	false	231	137	30	1.35
HTN_009995	65.4	Female	Rural	22.5	true	false	false	false	false	true	Normal	129	66	false	false	null	false	false	false	false	160	103	62	0.7
HTN_009996	56.1	Male	Urban	23.8	false	false	false	true	false	false	Hypertensive	161	80	true	true	Poor	false	false	false	false	255	111	40	1.08
HTN_009997	52	Female	Rural	25	false	false	false	false	true	false	Normal	109	78	false	false	null	false	false	false	false	163	134	57	0.98
HTN_009998	49	Male	Urban	17.5	false	false	false	true	false	false	Hypertensive	168	116	true	false	null	false	false	false	false	194	148	62	1.82
HTN_009999	45.5	Female	Rural	25.7	true	false	false	false	true	true	Hypertensive	145	106	false	false	Undiagnosed	false	false	false	false	212	186	35	1.05
HTN_010000	23.6	Male	Rural	20.8	false	false	false	false	true	false	Normal	129	60	false	false	null	false	false	false	false	144	160	25	0.63

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