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_000201	40.3	Male	Urban	23.9	true	false	false	false	true	true	Hypertensive	181	85	false	false	Undiagnosed	false	false	false	false	229	125	52	1.15
HTN_000202	65.8	Male	Urban	31.9	false	true	false	false	true	false	Normal	122	84	false	false	null	false	false	false	false	161	146	30	0.86
HTN_000203	78.4	Female	Rural	26.8	true	false	false	false	false	true	Hypertensive	152	94	false	false	Undiagnosed	false	false	false	false	127	101	71	1.27
HTN_000204	38.1	Male	Rural	30.7	true	true	false	false	false	true	Hypertensive	139	106	false	false	Undiagnosed	false	false	false	false	171	107	48	1.08
HTN_000205	67.1	Female	Urban	29.9	false	false	false	false	true	true	Hypertensive	162	120	false	false	Undiagnosed	false	true	false	false	160	141	55	0.68
HTN_000206	65.4	Female	Rural	26.1	false	true	false	false	false	true	Hypertensive	164	92	true	false	null	false	false	false	false	153	138	56	1.02
HTN_000207	59.8	Female	Urban	22.5	false	true	false	false	false	false	Hypertensive	130	91	false	false	Undiagnosed	false	false	false	false	241	131	39	1.48
HTN_000208	55	Male	Urban	26.3	false	false	true	false	false	false	Hypertensive	145	97	false	false	Undiagnosed	false	false	false	false	222	210	40	0.5
HTN_000209	45.7	Female	Urban	26.8	true	true	false	false	true	true	Normal	119	84	false	false	null	false	false	false	false	124	80	57	1.21
HTN_000210	71.1	Male	Rural	19.6	true	true	false	false	false	true	Hypertensive	142	108	false	false	Undiagnosed	false	false	false	false	215	166	55	1.3
HTN_000211	42.1	Male	Urban	25.6	false	false	true	false	true	false	Hypertensive	177	93	false	false	Undiagnosed	false	true	false	false	159	193	32	1.59
HTN_000212	72.8	Female	Rural	31.8	false	false	false	false	false	true	Hypertensive	152	92	true	true	Good	false	false	false	false	149	144	39	1.29
HTN_000213	44.8	Female	Rural	28.6	false	false	false	false	false	true	Hypertensive	141	109	false	false	Undiagnosed	false	false	false	false	194	100	42	0.73
HTN_000214	54.1	Male	Rural	16	false	false	false	false	true	true	Hypertensive	149	85	true	false	null	false	false	false	false	196	103	39	0.65
HTN_000215	45.3	Female	Rural	32.1	false	true	false	false	false	false	Hypertensive	115	84	true	true	Good	true	false	false	false	226	76	29	0.68
HTN_000216	67.6	Female	Rural	25	false	false	false	false	false	true	Hypertensive	145	87	false	false	Undiagnosed	false	false	false	false	187	193	45	1.17
HTN_000217	66.3	Male	Rural	16.9	false	false	false	true	false	true	Hypertensive	146	95	false	false	Undiagnosed	false	false	false	false	172	76	51	1.18
HTN_000218	53.1	Female	Rural	28.8	true	false	false	false	false	false	Hypertensive	160	101	false	false	Undiagnosed	false	false	false	false	215	207	43	1.68
HTN_000219	64.3	Male	Urban	24.5	false	false	true	false	false	true	Hypertensive	161	103	false	false	Undiagnosed	false	false	false	false	292	158	44	1.05
HTN_000220	56.7	Female	Rural	17.5	false	false	false	false	false	false	Normal	129	73	false	false	null	false	false	false	false	166	60	52	0.97
HTN_000221	18.9	Female	Rural	37.7	false	false	false	false	false	false	Hypertensive	145	93	false	false	Undiagnosed	false	false	false	false	256	187	63	1.22
HTN_000222	68.4	Female	Rural	25.7	false	true	false	false	false	true	Hypertensive	150	98	false	false	Undiagnosed	false	false	false	false	226	114	76	0.94
HTN_000223	54.7	Female	Urban	20.8	true	false	false	false	false	true	Hypertensive	174	106	true	true	Moderate	false	false	false	false	166	165	59	0.5
HTN_000224	50	Male	Rural	21.1	true	false	false	false	true	true	Normal	113	84	false	false	null	false	false	false	false	192	119	33	1.15
HTN_000225	63.2	Female	Rural	29	false	true	false	false	true	true	Hypertensive	166	105	false	false	Undiagnosed	false	false	false	false	167	65	72	0.9
HTN_000226	40.8	Male	Urban	21.1	false	false	true	false	true	true	Hypertensive	141	108	false	false	Undiagnosed	false	false	false	false	202	138	30	1.18
HTN_000227	56.2	Female	Urban	26.3	false	false	false	false	false	true	Hypertensive	170	103	false	false	Undiagnosed	false	false	false	false	261	104	41	0.74
HTN_000228	42.3	Male	Rural	20.9	false	false	false	true	false	true	Normal	98	67	false	false	null	false	false	false	false	231	82	25	0.74
HTN_000229	46.2	Male	Urban	17.5	false	false	false	false	false	true	Hypertensive	150	95	false	false	Undiagnosed	false	false	false	false	219	187	30	0.88
HTN_000230	50.6	Female	Rural	27.5	false	false	false	false	false	true	Hypertensive	143	84	false	false	Undiagnosed	false	false	false	false	261	90	38	0.5
HTN_000231	33.7	Female	Rural	28.7	false	false	false	false	true	true	Hypertensive	169	81	false	false	Undiagnosed	false	false	false	false	161	165	37	1.35
HTN_000232	18	Female	Urban	27.2	false	false	false	false	false	true	Hypertensive	137	75	true	true	Good	true	false	false	false	209	131	40	1.53
HTN_000233	52.5	Male	Urban	35	true	false	false	false	false	false	Hypertensive	156	88	false	false	Undiagnosed	false	false	true	false	187	131	40	0.55
HTN_000234	56.6	Male	Urban	22.6	false	false	false	false	false	true	Hypertensive	149	99	false	false	Undiagnosed	false	false	false	true	170	106	50	0.96
HTN_000235	30.5	Male	Urban	20.5	true	false	false	false	false	false	Hypertensive	142	105	false	false	Undiagnosed	false	false	false	false	225	133	41	1.45
HTN_000236	60.1	Female	Rural	26	false	false	false	false	false	true	Hypertensive	159	108	false	false	Undiagnosed	false	false	false	false	213	116	49	1.04
HTN_000237	78.3	Female	Rural	25.5	false	false	false	false	true	true	Hypertensive	177	81	false	false	Undiagnosed	false	false	false	false	222	161	53	1.21
HTN_000238	72.2	Female	Urban	31.5	false	false	false	false	true	false	Hypertensive	162	82	false	false	Undiagnosed	false	false	false	false	275	177	50	1.8
HTN_000239	74.4	Male	Rural	27	true	false	false	false	false	true	Hypertensive	137	94	false	false	Undiagnosed	false	true	false	false	205	152	49	1.08
HTN_000240	49.4	Female	Rural	27.5	false	false	false	false	false	true	Hypertensive	144	83	true	false	null	false	false	false	false	155	135	46	1.53
HTN_000241	58.5	Female	Urban	23.6	false	false	false	false	false	false	Hypertensive	141	99	false	false	Undiagnosed	false	false	false	false	179	156	60	1.36
HTN_000242	79	Male	Rural	19.6	false	false	false	false	true	true	Hypertensive	173	109	false	false	Undiagnosed	false	false	false	false	187	154	25	1.49
HTN_000243	68.2	Female	Urban	25.4	false	true	false	false	true	true	Hypertensive	141	94	true	true	Moderate	false	true	false	false	120	89	33	1.32
HTN_000244	67.4	Female	Rural	27.9	false	true	false	false	true	false	Hypertensive	116	82	true	true	Good	true	false	false	false	187	215	47	1.08
HTN_000245	36.6	Male	Urban	25.7	true	false	true	false	false	true	Hypertensive	137	114	true	false	null	false	false	false	false	260	177	45	0.89
HTN_000246	57.8	Female	Urban	25.9	true	true	false	false	false	false	Hypertensive	140	80	false	false	Undiagnosed	false	false	false	false	250	78	51	0.83
HTN_000247	50.6	Male	Urban	30.2	false	false	false	false	false	false	Hypertensive	172	110	false	false	Undiagnosed	false	false	false	false	350	105	41	0.81
HTN_000248	32.5	Male	Urban	29.6	true	false	false	false	false	false	Hypertensive	159	101	false	false	Undiagnosed	false	false	false	false	194	200	61	1.91
HTN_000249	62.9	Male	Rural	28.2	false	false	false	false	false	true	Hypertensive	147	89	false	false	Undiagnosed	false	false	false	false	201	60	42	1.89
HTN_000250	69	Female	Urban	25	false	false	false	false	true	true	Hypertensive	170	94	true	true	Moderate	false	false	false	false	182	84	52	1.29
HTN_000251	47	Female	Urban	31	false	false	false	false	false	false	Hypertensive	158	91	false	false	Undiagnosed	false	false	false	false	213	143	29	1.71
HTN_000252	71.6	Male	Rural	20.6	false	false	true	false	true	false	Hypertensive	175	102	false	false	Undiagnosed	false	false	false	false	221	143	25	1.62
HTN_000253	61.5	Male	Rural	28.3	false	false	true	false	true	false	Hypertensive	188	112	false	false	Undiagnosed	false	false	false	false	190	97	35	0.7
HTN_000254	61.1	Female	Rural	35	false	false	false	false	true	true	Hypertensive	136	109	true	true	Moderate	false	false	false	false	170	73	43	1.1
HTN_000255	56.4	Male	Rural	25.2	false	false	true	false	false	true	Hypertensive	167	89	false	false	Undiagnosed	false	false	false	false	137	163	67	1.29
HTN_000256	49	Female	Rural	20.4	false	true	true	false	false	true	Hypertensive	152	102	true	true	Good	false	false	false	false	232	135	59	0.75
HTN_000257	44.1	Male	Urban	27.8	false	false	false	false	false	false	Hypertensive	183	98	false	false	Undiagnosed	false	false	false	false	274	153	49	1.76
HTN_000258	55.1	Female	Urban	17.5	false	true	false	false	false	true	Hypertensive	142	89	false	false	Undiagnosed	false	false	false	false	196	157	60	1.01
HTN_000259	41.4	Female	Urban	27.1	true	false	false	false	false	true	Hypertensive	136	93	true	false	null	false	false	false	false	147	174	49	0.67
HTN_000260	39.7	Female	Urban	27.4	false	false	false	false	false	false	Hypertensive	156	84	false	false	Undiagnosed	false	false	false	false	143	145	47	1.28
HTN_000261	26.2	Female	Rural	27	false	false	false	false	true	true	Hypertensive	130	118	true	false	null	false	false	false	false	181	116	64	1.45
HTN_000262	75.8	Female	Rural	28.1	false	false	false	false	true	true	Hypertensive	178	91	true	false	null	false	false	false	false	244	129	41	0.76
HTN_000263	69.1	Female	Rural	28.8	true	false	false	false	false	false	Hypertensive	140	85	false	false	Undiagnosed	false	false	false	false	204	208	25	0.94
HTN_000264	52.7	Female	Rural	35.1	false	false	false	false	false	true	Hypertensive	143	80	false	false	Undiagnosed	false	false	false	false	183	206	63	0.98
HTN_000265	42.9	Male	Rural	23.9	true	false	false	false	false	true	Hypertensive	183	80	false	false	Undiagnosed	false	false	false	false	280	125	35	0.72
HTN_000266	29.5	Female	Urban	28.5	true	true	false	false	false	true	Hypertensive	146	80	true	true	Moderate	false	false	false	false	194	163	40	2.17
HTN_000267	49.2	Male	Urban	31.4	false	false	false	false	false	true	Hypertensive	158	106	false	false	Undiagnosed	false	false	false	false	229	176	52	1.47
HTN_000268	39.8	Female	Urban	22.7	true	false	true	false	false	false	Hypertensive	151	102	false	false	Undiagnosed	false	false	false	false	181	142	57	1.09
HTN_000269	46.4	Male	Urban	21.1	false	false	true	false	false	true	Hypertensive	149	95	false	false	Undiagnosed	false	true	false	false	232	219	57	1.05
HTN_000270	33.1	Male	Rural	22.9	true	true	false	false	true	true	Normal	118	74	false	false	null	false	false	false	false	231	132	38	1.01
HTN_000271	20.6	Male	Urban	23.4	false	false	true	false	true	true	Hypertensive	150	102	false	false	Undiagnosed	false	false	false	false	206	151	54	1.54
HTN_000272	57.8	Male	Rural	17.4	false	false	false	false	true	false	Hypertensive	160	94	false	false	Undiagnosed	false	false	false	false	187	194	67	1.23
HTN_000273	50.9	Female	Rural	25.5	false	false	false	false	true	true	Hypertensive	130	92	false	false	Undiagnosed	false	true	false	false	248	141	39	1.77
HTN_000274	40.2	Female	Urban	30.8	false	false	false	false	true	true	Normal	110	65	false	false	null	false	false	false	false	186	147	60	0.8
HTN_000275	49	Male	Urban	22.2	false	false	false	false	true	true	Hypertensive	168	98	true	false	null	false	false	false	false	190	152	56	1.83
HTN_000276	82.5	Male	Rural	26.7	true	false	true	false	false	true	Hypertensive	130	95	false	false	Undiagnosed	false	false	false	false	253	140	44	1.72
HTN_000277	37.6	Male	Urban	23.1	false	false	true	true	false	false	Hypertensive	130	102	false	false	Undiagnosed	false	false	true	false	204	163	46	1.24
HTN_000278	46.8	Male	Urban	26.5	false	false	false	true	false	false	Hypertensive	159	93	true	false	null	false	false	false	false	204	156	32	1.52
HTN_000279	46.4	Male	Urban	27	false	false	false	false	true	true	Hypertensive	176	93	true	false	null	false	false	false	false	185	130	39	0.85
HTN_000280	51	Male	Urban	30.4	false	false	true	false	false	true	Hypertensive	150	80	true	true	Moderate	false	false	false	false	168	168	68	1.45
HTN_000281	52.5	Female	Urban	26.9	false	false	true	false	false	false	Hypertensive	143	97	true	false	null	false	true	false	false	229	142	54	1.38
HTN_000282	44.4	Male	Rural	20.9	false	false	false	false	false	true	Normal	129	82	false	false	null	false	false	false	false	174	138	44	1.09
HTN_000283	47.7	Male	Urban	27	false	false	false	false	false	true	Hypertensive	130	98	false	false	Undiagnosed	false	false	false	false	211	82	31	1.18
HTN_000284	58.7	Male	Rural	22.1	true	false	false	true	true	true	Hypertensive	173	84	false	false	Undiagnosed	false	false	false	false	180	99	70	1.25
HTN_000285	58.6	Male	Urban	25.6	false	true	false	false	false	false	Hypertensive	135	111	false	false	Undiagnosed	false	true	false	false	120	168	46	1.83
HTN_000286	70.8	Male	Urban	26.5	false	false	false	false	false	true	Hypertensive	137	94	false	false	Undiagnosed	false	false	false	false	236	167	43	0.76
HTN_000287	26.2	Male	Rural	19.2	true	false	false	false	false	true	Hypertensive	150	88	false	false	Undiagnosed	false	false	false	false	243	152	62	1.12
HTN_000288	41.2	Female	Urban	24.2	false	false	false	false	true	true	Normal	129	76	false	false	null	false	false	false	false	133	135	42	0.94
HTN_000289	44.2	Female	Rural	26.5	false	false	false	false	true	false	Normal	125	74	false	false	null	false	false	false	false	168	70	43	0.84
HTN_000290	43.4	Male	Urban	27.4	false	false	true	true	false	false	Hypertensive	150	82	false	false	Undiagnosed	false	false	false	false	179	180	44	0.8
HTN_000291	47.8	Female	Rural	25.6	false	false	false	false	false	false	Hypertensive	150	89	false	false	Undiagnosed	false	false	false	false	199	106	67	0.55
HTN_000292	56.1	Female	Rural	32.8	false	false	false	false	false	true	Hypertensive	157	101	true	false	null	false	false	false	false	184	60	25	1.04
HTN_000293	54.4	Female	Urban	25.1	false	false	false	false	false	false	Hypertensive	115	97	true	true	Good	false	false	false	false	234	118	29	1.33
HTN_000294	42.4	Female	Rural	26.5	false	false	false	true	true	true	Hypertensive	139	112	false	false	Undiagnosed	false	false	false	false	210	72	48	1.42
HTN_000295	58.8	Male	Rural	26	false	false	true	false	false	true	Hypertensive	148	108	true	true	Poor	false	false	false	false	211	182	61	0.65
HTN_000296	46.8	Male	Urban	35.7	true	false	true	false	false	true	Hypertensive	148	110	true	false	null	false	false	false	false	220	113	49	1.62
HTN_000297	46.6	Male	Urban	25.9	false	false	false	true	false	false	Hypertensive	154	103	true	false	null	false	false	false	false	189	106	55	0.69
HTN_000298	64.3	Male	Urban	32.1	true	false	true	false	true	false	Hypertensive	142	80	false	false	Undiagnosed	false	false	false	false	281	109	79	0.74
HTN_000299	47.3	Male	Urban	30.3	true	false	false	false	false	true	Hypertensive	161	97	true	true	Moderate	false	false	false	false	220	178	44	1.15
HTN_000300	20.1	Female	Urban	25.9	false	false	false	false	false	true	Hypertensive	146	100	true	true	Moderate	false	false	false	false	200	180	57	1.68

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