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_000101	40.6	Male	Rural	17.6	true	false	false	false	false	true	Hypertensive	195	107	false	false	Undiagnosed	false	false	false	false	236	156	63	1.41
HTN_000102	18	Female	Rural	31.4	false	false	false	false	true	false	Normal	116	84	false	false	null	false	false	false	false	121	92	59	1.05
HTN_000103	44.2	Male	Urban	27.5	false	false	true	false	true	true	Hypertensive	134	96	false	false	Undiagnosed	false	false	false	true	185	152	55	0.75
HTN_000104	23.6	Female	Urban	30	false	false	false	false	false	false	Hypertensive	148	81	false	false	Undiagnosed	false	false	false	false	206	145	37	0.91
HTN_000105	66.3	Female	Urban	24.3	false	false	false	false	true	true	Hypertensive	158	80	true	false	null	false	false	false	true	190	184	31	0.95
HTN_000106	18	Male	Urban	27.4	true	false	false	false	false	true	Hypertensive	143	88	false	false	Undiagnosed	false	false	false	false	255	168	47	0.71
HTN_000107	56.2	Male	Urban	26.6	false	false	false	true	false	false	Hypertensive	151	95	false	false	Undiagnosed	false	false	false	false	185	86	47	0.81
HTN_000108	31	Male	Rural	28.1	true	false	false	false	false	false	Hypertensive	145	82	true	false	null	false	false	false	false	249	169	44	0.91
HTN_000109	44.2	Female	Rural	29.4	true	false	false	false	true	false	Hypertensive	130	91	false	false	Undiagnosed	false	false	false	false	235	116	38	1.4
HTN_000110	50.4	Male	Urban	29.9	false	false	false	false	false	true	Hypertensive	131	110	false	false	Undiagnosed	false	false	false	false	199	98	25	1.27
HTN_000111	41.9	Female	Rural	28.9	false	false	false	false	true	false	Hypertensive	169	93	false	false	Undiagnosed	false	false	false	false	188	111	58	1.21
HTN_000112	39.8	Female	Urban	35.7	false	false	false	false	false	false	Hypertensive	155	97	false	false	Undiagnosed	false	false	false	false	192	140	34	0.93
HTN_000113	53.8	Male	Rural	19.3	false	false	false	false	false	true	Hypertensive	151	86	false	false	Undiagnosed	false	false	false	false	222	124	42	0.8
HTN_000114	77.3	Male	Rural	29.4	false	false	false	false	true	false	Hypertensive	154	96	false	false	Undiagnosed	false	false	false	false	207	60	49	1.43
HTN_000115	49.9	Male	Rural	20	false	false	true	false	true	true	Hypertensive	156	88	false	false	Undiagnosed	false	false	false	false	163	170	41	0.94
HTN_000116	64.8	Male	Urban	23.7	true	false	false	false	true	false	Hypertensive	140	80	false	false	Undiagnosed	false	true	false	false	253	138	57	0.9
HTN_000117	28.1	Female	Rural	22.4	true	false	false	false	false	false	Hypertensive	144	93	false	false	Undiagnosed	false	false	false	false	234	98	25	1.13
HTN_000118	49.8	Male	Rural	24.5	false	true	true	false	false	true	Hypertensive	168	70	true	true	Good	false	false	false	false	236	165	42	0.73
HTN_000119	34.1	Male	Urban	30	false	false	false	false	false	true	Hypertensive	175	105	false	false	Undiagnosed	false	false	false	false	171	146	54	1.17
HTN_000120	40.9	Female	Urban	32.8	true	false	false	false	false	true	Hypertensive	150	80	false	false	Undiagnosed	false	false	false	false	184	166	59	0.6
HTN_000121	64.8	Female	Rural	16	true	false	false	false	false	true	Hypertensive	159	104	false	false	Undiagnosed	false	false	false	false	137	178	25	1.07
HTN_000122	52.7	Female	Rural	31.5	true	false	false	false	true	false	Hypertensive	154	84	false	false	Undiagnosed	false	false	false	false	242	182	44	0.55
HTN_000123	72.8	Female	Urban	28	false	false	true	false	false	true	Hypertensive	133	109	true	false	null	false	false	false	false	213	135	55	0.73
HTN_000124	41.5	Female	Urban	25.4	true	false	false	false	false	true	Hypertensive	143	88	false	false	Undiagnosed	false	false	false	false	194	167	40	1.24
HTN_000125	37.2	Male	Rural	19.3	false	false	false	false	false	false	Normal	129	84	false	false	null	false	false	false	false	177	178	54	0.76
HTN_000126	33.9	Male	Rural	23.9	false	false	false	false	false	true	Normal	117	84	false	false	null	false	false	false	false	190	111	52	0.72
HTN_000127	58.4	Female	Urban	27.7	false	false	false	false	true	true	Hypertensive	162	109	true	false	null	false	false	false	false	203	117	39	1.64
HTN_000128	51.9	Male	Urban	29.2	true	false	false	false	true	false	Hypertensive	153	97	false	false	Undiagnosed	false	false	false	false	248	127	51	0.67
HTN_000129	68.2	Female	Rural	20.3	true	false	false	false	true	false	Hypertensive	148	80	false	false	Undiagnosed	false	false	false	false	228	115	53	1.54
HTN_000130	59.9	Male	Urban	22.1	false	false	false	false	false	true	Hypertensive	146	87	false	false	Undiagnosed	false	false	false	false	222	132	49	0.79
HTN_000131	34.5	Male	Urban	26.8	false	false	true	false	false	false	Hypertensive	176	83	true	true	Moderate	false	false	false	false	235	96	35	1.34
HTN_000132	51.1	Male	Rural	28	false	false	false	false	true	false	Hypertensive	130	93	false	false	Undiagnosed	false	false	false	false	138	112	52	1.35
HTN_000133	50.1	Female	Urban	26.5	false	false	false	false	false	true	Hypertensive	140	80	false	false	Undiagnosed	false	false	false	false	259	211	25	0.5
HTN_000134	31	Male	Rural	28.5	false	false	false	false	false	false	Hypertensive	140	80	false	false	Undiagnosed	false	false	false	false	134	159	44	1.19
HTN_000135	36.6	Male	Rural	22.8	true	false	false	false	true	false	Normal	100	84	false	false	null	false	false	false	false	142	80	62	0.9
HTN_000136	48.6	Female	Urban	24.6	false	false	false	false	true	true	Hypertensive	164	92	true	true	Poor	false	false	false	false	247	161	25	0.68
HTN_000137	18	Male	Urban	23.2	false	false	false	false	false	false	Normal	102	65	false	false	null	false	false	false	false	185	81	43	0.83
HTN_000138	23	Male	Urban	30.1	false	false	true	true	false	false	Hypertensive	149	80	true	false	null	false	false	false	false	173	188	48	1.27
HTN_000139	30.3	Male	Urban	25.7	false	true	false	false	true	true	Hypertensive	140	85	true	false	null	false	false	false	false	207	104	58	1.36
HTN_000140	32.7	Male	Urban	24.9	false	false	false	false	false	false	Normal	113	78	false	false	null	false	false	false	false	171	180	80	1.25
HTN_000141	65.8	Male	Urban	24.3	false	false	false	false	false	true	Hypertensive	130	116	false	false	Undiagnosed	false	false	false	false	195	124	36	1.28
HTN_000142	28.6	Female	Urban	35	false	false	false	false	false	true	Hypertensive	154	92	false	false	Undiagnosed	false	true	false	false	167	178	45	1.32
HTN_000143	24.6	Female	Rural	25.7	false	false	false	false	true	true	Hypertensive	169	96	false	false	Undiagnosed	false	false	false	true	210	105	53	1.05
HTN_000144	65	Female	Urban	30.1	true	false	false	false	true	true	Hypertensive	145	101	true	false	null	false	false	true	false	217	120	50	1.13
HTN_000145	50.5	Female	Urban	29.4	false	false	false	false	true	false	Hypertensive	168	89	true	false	null	false	false	false	false	218	133	44	0.55
HTN_000146	48.3	Female	Rural	28.6	true	false	false	false	true	true	Hypertensive	167	97	false	false	Undiagnosed	false	false	false	false	187	146	29	0.86
HTN_000147	60	Female	Rural	21.4	false	false	false	false	true	true	Hypertensive	161	80	false	false	Undiagnosed	false	false	false	false	175	161	42	1.44
HTN_000148	58.1	Female	Urban	23.3	false	true	false	false	false	false	Hypertensive	171	103	false	false	Undiagnosed	false	false	false	false	226	139	46	0.64
HTN_000149	78	Female	Rural	16	false	true	false	false	false	false	Hypertensive	146	103	false	false	Undiagnosed	false	true	false	false	151	132	28	1.17
HTN_000150	25.2	Female	Rural	23.9	false	false	false	false	true	true	Hypertensive	183	91	false	false	Undiagnosed	false	true	false	false	259	128	67	0.72
HTN_000151	35.3	Male	Rural	25.5	true	true	false	false	false	false	Hypertensive	120	83	true	true	Good	true	false	false	false	176	170	49	1.18
HTN_000152	19.7	Male	Urban	17.5	false	false	false	false	false	false	Hypertensive	162	100	true	false	null	false	false	false	false	228	140	38	1.51
HTN_000153	50.5	Male	Rural	22	false	false	true	false	false	true	Hypertensive	177	96	true	false	null	false	false	false	false	230	244	38	0.92
HTN_000154	66.1	Male	Rural	30	false	true	false	false	false	true	Hypertensive	140	89	false	false	Undiagnosed	false	false	true	false	210	116	34	0.76
HTN_000155	40.6	Female	Urban	29.3	false	true	false	false	true	true	Hypertensive	140	117	false	false	Undiagnosed	false	false	false	false	175	92	33	1.03
HTN_000156	58.9	Male	Urban	25.7	true	true	true	true	false	true	Hypertensive	137	100	false	false	Undiagnosed	false	true	false	false	218	112	45	1.28
HTN_000157	57.5	Female	Rural	27.3	true	false	false	false	true	true	Hypertensive	137	91	false	false	Undiagnosed	false	false	false	false	200	176	38	0.94
HTN_000158	34.4	Female	Rural	30.4	false	false	false	false	true	true	Hypertensive	140	89	false	false	Undiagnosed	false	false	true	false	273	194	80	0.92
HTN_000159	58.1	Female	Rural	20.8	false	true	false	false	true	false	Hypertensive	143	83	false	false	Undiagnosed	false	true	false	false	249	152	30	1.57
HTN_000160	51.9	Female	Urban	24.5	false	false	false	false	false	true	Hypertensive	144	80	true	false	null	false	false	false	false	158	104	41	1.57
HTN_000161	18	Male	Rural	17.6	false	false	false	false	true	true	Normal	129	75	false	false	null	false	false	false	false	212	84	40	0.92
HTN_000162	31.4	Female	Rural	30.6	true	false	false	false	true	false	Hypertensive	163	93	false	false	Undiagnosed	false	false	false	false	206	81	37	1.59
HTN_000163	41.7	Female	Rural	29.4	true	false	false	false	true	false	Hypertensive	149	91	false	false	Undiagnosed	false	true	false	false	160	146	58	1.37
HTN_000164	31	Male	Urban	24.4	false	false	true	false	false	true	Normal	118	74	false	false	null	false	false	false	false	193	82	63	0.74
HTN_000165	57.2	Male	Urban	20.7	false	false	false	true	false	true	Hypertensive	173	103	false	false	Undiagnosed	false	false	false	false	176	201	43	1.59
HTN_000166	76.9	Female	Rural	20.4	false	false	false	false	true	false	Hypertensive	155	94	false	false	Undiagnosed	false	false	false	false	188	97	43	1.54
HTN_000167	59.6	Male	Urban	30.9	false	false	true	false	true	true	Hypertensive	147	91	false	false	Undiagnosed	false	false	false	false	228	118	42	0.92
HTN_000168	60.2	Male	Rural	26.2	false	false	false	false	false	true	Hypertensive	141	90	false	false	Undiagnosed	false	false	false	false	120	173	43	1.35
HTN_000169	46.2	Male	Urban	31.7	false	false	false	false	true	true	Hypertensive	160	103	false	false	Undiagnosed	false	false	false	false	242	159	59	0.82
HTN_000170	53.1	Male	Rural	21.5	false	false	false	false	false	true	Hypertensive	140	80	false	false	Undiagnosed	false	false	true	false	153	104	25	0.56
HTN_000171	34.3	Male	Urban	20	true	false	false	false	true	false	Hypertensive	162	87	false	false	Undiagnosed	false	false	false	false	166	151	33	1.71
HTN_000172	29.4	Female	Rural	31.4	false	false	false	false	true	true	Normal	129	70	false	false	null	false	false	false	false	179	89	48	0.87
HTN_000173	54.3	Male	Rural	24.4	true	false	true	false	false	false	Hypertensive	130	106	false	false	Undiagnosed	false	false	false	false	189	96	43	1.59
HTN_000174	34.4	Female	Rural	20.1	true	false	false	false	false	false	Hypertensive	162	80	false	false	Undiagnosed	false	false	false	true	189	144	63	1.07
HTN_000175	27.5	Male	Rural	18.4	false	false	false	false	true	true	Normal	99	76	false	false	null	false	false	false	false	204	159	38	1.22
HTN_000176	36.3	Female	Urban	28	false	false	false	false	false	false	Hypertensive	200	86	true	false	null	false	true	false	false	156	182	52	0.93
HTN_000177	62.2	Male	Urban	34	false	true	false	false	true	false	Hypertensive	161	109	false	false	Undiagnosed	false	true	true	false	137	80	54	1.06
HTN_000178	36.3	Female	Rural	23.7	false	false	false	false	true	false	Normal	104	73	false	false	null	false	false	false	false	164	103	47	1
HTN_000179	66.5	Female	Urban	30.1	true	false	false	false	false	false	Hypertensive	170	80	false	false	Undiagnosed	false	false	false	false	254	119	61	0.97
HTN_000180	54	Male	Rural	25.4	true	false	false	true	true	true	Hypertensive	145	100	false	false	Undiagnosed	false	false	false	false	141	150	41	1.07
HTN_000181	34	Male	Rural	17.3	false	false	false	false	false	true	Hypertensive	200	106	false	false	Undiagnosed	false	false	false	false	224	172	47	0.94
HTN_000182	31.2	Female	Urban	30.7	true	false	false	false	false	true	Hypertensive	189	102	false	false	Undiagnosed	false	false	false	false	237	155	55	0.83
HTN_000183	56.4	Female	Urban	20.5	false	false	false	false	false	true	Hypertensive	149	103	false	false	Undiagnosed	false	false	false	false	217	116	67	0.5
HTN_000184	59.2	Male	Rural	19.1	false	false	false	true	true	false	Hypertensive	136	94	true	false	null	false	false	false	false	165	107	43	1.51
HTN_000185	60.6	Male	Rural	28.3	true	false	true	true	true	true	Hypertensive	160	89	false	false	Undiagnosed	false	false	false	false	264	147	60	1.22
HTN_000186	35.5	Male	Rural	26	true	false	true	false	true	true	Normal	118	70	false	false	null	false	false	false	false	198	96	65	0.5
HTN_000187	60.1	Female	Urban	33	false	false	false	false	false	true	Hypertensive	142	80	false	false	Undiagnosed	false	false	true	false	130	127	68	2.01
HTN_000188	55	Male	Rural	29.2	true	false	false	false	false	false	Hypertensive	130	92	false	false	Undiagnosed	false	false	false	false	197	200	40	1.75
HTN_000189	47.6	Female	Urban	27.3	false	false	false	false	false	false	Hypertensive	151	120	false	false	Undiagnosed	false	false	true	false	247	71	35	1.75
HTN_000190	49.6	Female	Urban	27.5	false	false	true	false	false	true	Hypertensive	148	86	false	false	Undiagnosed	false	false	true	false	220	145	51	0.5
HTN_000191	38.9	Male	Rural	29	false	false	true	false	false	true	Hypertensive	140	80	false	false	Undiagnosed	false	false	false	false	233	205	42	0.98
HTN_000192	52.6	Male	Rural	30.8	false	false	false	true	false	true	Hypertensive	146	87	true	false	null	false	false	false	false	215	119	54	1.04
HTN_000193	45.1	Male	Urban	25.3	true	true	true	false	false	true	Hypertensive	153	103	false	false	Undiagnosed	false	false	false	false	228	238	38	0.98
HTN_000194	37.9	Male	Urban	20.8	false	false	false	true	true	true	Normal	120	84	false	false	null	false	false	false	false	124	90	55	0.87
HTN_000195	55.8	Female	Rural	33.1	true	false	false	false	false	false	Hypertensive	188	102	true	false	null	false	true	false	false	174	161	62	1.26
HTN_000196	54.2	Male	Urban	29.4	false	false	false	false	false	true	Hypertensive	149	112	false	false	Undiagnosed	false	false	false	false	213	123	52	1.3
HTN_000197	33.2	Male	Urban	22.5	false	false	false	false	false	false	Hypertensive	130	90	true	false	null	false	true	false	false	216	60	50	0.96
HTN_000198	24.4	Male	Rural	24.7	false	false	false	true	false	true	Hypertensive	136	92	true	false	null	false	false	false	false	244	115	36	1.21
HTN_000199	38.3	Male	Rural	30.9	false	true	false	false	false	true	Hypertensive	140	80	true	false	null	false	false	false	false	127	129	47	1.25
HTN_000200	45.6	Female	Urban	21	false	false	false	false	false	true	Hypertensive	157	96	false	false	Undiagnosed	false	true	false	false	282	193	42	0.86

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