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_000001	62	Female	Urban	34.1	false	false	false	false	true	true	Hypertensive	148	86	false	false	Undiagnosed	false	false	false	false	142	152	53	0.85
HTN_000002	46	Male	Rural	28.5	false	false	false	false	false	true	Hypertensive	158	112	false	false	Undiagnosed	false	false	false	false	171	133	43	1.39
HTN_000003	54.2	Female	Urban	26.3	true	false	false	false	false	false	Hypertensive	188	92	true	false	null	false	false	false	false	208	139	32	1.77
HTN_000004	18.2	Male	Rural	28.2	false	false	false	false	true	true	Hypertensive	149	114	false	false	Undiagnosed	false	false	false	false	287	135	46	1.57
HTN_000005	55.9	Male	Urban	21.8	false	false	true	false	true	false	Normal	115	84	false	false	null	false	false	false	false	186	133	38	1.13
HTN_000006	52.7	Male	Rural	20.6	false	false	false	false	true	true	Hypertensive	156	94	true	true	Good	false	false	false	false	203	124	26	1.64
HTN_000007	39.7	Female	Rural	23.8	false	true	false	false	false	true	Hypertensive	132	95	false	false	Undiagnosed	false	false	false	false	308	161	49	0.5
HTN_000008	26.6	Male	Urban	17.5	false	false	false	false	false	false	Normal	123	84	false	false	null	false	false	false	false	120	101	25	1
HTN_000009	70.5	Female	Urban	27.1	false	false	false	false	false	false	Hypertensive	153	87	true	true	Moderate	false	true	false	false	213	134	49	1.06
HTN_000010	62.5	Female	Rural	25.1	true	false	false	false	false	true	Hypertensive	140	80	false	false	Undiagnosed	false	false	false	false	250	157	43	1.38
HTN_000011	46.9	Female	Rural	31.4	true	false	false	false	false	true	Hypertensive	139	97	false	false	Undiagnosed	false	false	false	false	226	126	53	1.3
HTN_000012	49.2	Female	Urban	25.3	false	false	false	false	true	false	Hypertensive	158	103	false	false	Undiagnosed	false	false	false	false	248	174	45	0.9
HTN_000013	45.1	Male	Urban	25.5	false	false	true	false	false	true	Hypertensive	136	95	false	false	Undiagnosed	false	true	false	false	208	119	32	0.97
HTN_000014	46.4	Female	Rural	23.6	false	false	false	false	true	false	Hypertensive	136	93	false	false	Undiagnosed	false	false	false	false	187	151	46	1.12
HTN_000015	38.1	Male	Rural	21.9	true	false	true	false	true	false	Hypertensive	146	88	false	false	Undiagnosed	false	false	false	true	214	74	68	1.64
HTN_000016	62.5	Female	Urban	21.5	false	false	false	false	false	false	Hypertensive	144	110	false	false	Undiagnosed	false	false	false	false	182	85	47	1.66
HTN_000017	67.6	Female	Rural	29	false	false	false	false	true	false	Hypertensive	162	89	true	true	Moderate	false	false	false	false	181	146	27	0.65
HTN_000018	37.1	Male	Rural	25.3	false	false	false	false	true	true	Normal	117	64	false	false	null	false	false	false	false	169	94	61	0.91
HTN_000019	81.5	Male	Rural	24	true	true	true	false	false	true	Hypertensive	158	95	true	false	null	false	false	true	true	183	132	55	0.96
HTN_000020	52.5	Male	Rural	28.1	false	false	true	false	true	true	Hypertensive	147	89	true	true	Moderate	false	false	false	false	182	122	47	1.17
HTN_000021	48.1	Female	Urban	24.6	false	false	false	false	false	false	Hypertensive	159	80	false	false	Undiagnosed	false	false	false	false	260	95	36	0.67
HTN_000022	69.9	Female	Urban	25	true	false	false	false	false	false	Hypertensive	150	96	false	false	Undiagnosed	false	false	false	false	192	160	74	1.79
HTN_000023	48.2	Male	Rural	18.8	false	false	true	false	true	false	Normal	99	84	false	false	null	false	false	false	false	187	124	32	0.66
HTN_000024	56.2	Female	Rural	35.8	true	false	false	false	true	true	Hypertensive	125	75	true	true	Good	true	false	false	false	227	152	62	1.61
HTN_000025	63.3	Male	Urban	25	false	false	true	false	false	false	Hypertensive	171	80	false	false	Undiagnosed	false	false	true	false	189	151	45	1.24
HTN_000026	37.3	Female	Urban	23.9	false	true	false	false	false	false	Hypertensive	148	97	false	false	Undiagnosed	false	false	false	false	202	180	35	1.4
HTN_000027	48.9	Female	Rural	17.9	false	false	false	false	false	false	Hypertensive	130	106	false	false	Undiagnosed	false	false	false	false	186	111	56	1.2
HTN_000028	35.8	Male	Rural	25.3	false	false	false	false	true	true	Hypertensive	151	80	false	false	Undiagnosed	false	false	false	false	233	113	49	1.17
HTN_000029	52.7	Female	Rural	23.7	true	false	false	false	true	true	Hypertensive	185	116	false	false	Undiagnosed	false	false	false	false	163	182	38	1.63
HTN_000030	59	Female	Rural	36.1	false	false	false	false	true	true	Hypertensive	143	103	true	false	null	false	false	false	false	169	152	65	1.22
HTN_000031	52	Female	Rural	22.7	false	false	false	false	true	false	Normal	129	68	false	false	null	false	false	false	false	120	101	62	0.8
HTN_000032	78.8	Male	Rural	25.2	false	false	true	false	true	true	Hypertensive	153	102	true	false	null	false	true	false	true	249	133	51	1.4
HTN_000033	26.7	Female	Rural	28.9	false	false	false	false	true	false	Hypertensive	155	105	false	false	Undiagnosed	false	false	false	false	120	120	37	1.43
HTN_000034	51.2	Male	Rural	22.8	false	false	false	false	false	false	Hypertensive	196	96	false	false	Undiagnosed	false	false	false	false	206	107	53	1.38
HTN_000035	61.7	Female	Urban	21.1	false	false	false	false	false	false	Hypertensive	161	109	false	false	Undiagnosed	false	false	false	false	235	181	58	1.28
HTN_000036	65.9	Female	Rural	22.9	true	false	false	false	false	true	Hypertensive	125	78	true	true	Good	true	false	false	false	177	106	30	1.47
HTN_000037	43.6	Male	Urban	20.6	false	false	false	true	true	false	Hypertensive	143	89	false	false	Undiagnosed	false	false	false	false	184	128	44	0.53
HTN_000038	34.3	Female	Urban	25.6	false	false	false	false	false	true	Hypertensive	151	107	true	false	null	false	false	false	false	229	180	39	1.69
HTN_000039	57.8	Female	Urban	32.4	false	false	false	false	false	false	Hypertensive	141	120	false	false	Undiagnosed	false	false	false	false	177	216	36	0.67
HTN_000040	47	Male	Urban	28.1	false	false	false	false	false	true	Hypertensive	190	81	false	false	Undiagnosed	false	false	false	false	255	114	41	1.89
HTN_000041	58.2	Male	Rural	22.7	true	false	false	true	false	true	Hypertensive	142	94	false	false	Undiagnosed	false	false	false	false	167	132	62	1.91
HTN_000042	41.1	Female	Urban	27.1	false	false	false	false	true	true	Hypertensive	168	107	false	false	Undiagnosed	false	false	false	false	251	90	41	1.31
HTN_000043	48.5	Female	Rural	24.1	false	false	false	false	true	true	Hypertensive	142	110	false	false	Undiagnosed	false	true	false	false	247	76	31	1.19
HTN_000044	79.9	Male	Urban	28.2	true	true	false	false	false	true	Hypertensive	125	70	true	true	Good	true	false	false	false	193	208	44	1.02
HTN_000045	52.7	Female	Urban	30.5	false	false	false	false	false	true	Hypertensive	144	88	false	false	Undiagnosed	false	false	false	false	174	104	44	1.3
HTN_000046	48.1	Female	Rural	26.8	false	false	true	false	false	true	Hypertensive	169	98	true	false	null	false	false	false	false	199	115	41	0.94
HTN_000047	41.9	Female	Rural	20.2	false	false	false	false	true	true	Normal	112	84	false	false	null	false	false	false	false	233	60	53	0.75
HTN_000048	85	Female	Urban	26.7	true	false	false	false	false	true	Hypertensive	148	88	false	false	Undiagnosed	false	true	false	false	187	112	40	1.79
HTN_000049	53.4	Female	Urban	24.3	false	false	false	false	true	true	Hypertensive	159	84	false	false	Undiagnosed	false	false	false	false	256	158	34	1.01
HTN_000050	49.9	Male	Rural	21.8	true	false	false	false	false	true	Hypertensive	159	100	false	false	Undiagnosed	false	false	false	false	302	180	46	1.31
HTN_000051	52.1	Female	Urban	24.2	false	false	false	false	true	false	Hypertensive	151	80	false	false	Undiagnosed	false	false	false	false	170	88	51	0.72
HTN_000052	58.2	Female	Urban	27.9	true	false	false	false	false	false	Hypertensive	156	120	false	false	Undiagnosed	false	false	false	false	193	132	38	0.84
HTN_000053	48	Male	Urban	17.5	false	true	false	false	true	false	Hypertensive	152	116	true	false	null	false	false	false	false	207	112	40	1.01
HTN_000054	53.8	Female	Rural	28.3	true	false	true	false	true	false	Hypertensive	167	113	false	false	Undiagnosed	false	false	false	false	300	109	40	1.24
HTN_000055	53.9	Male	Urban	26.8	true	true	true	false	false	true	Normal	121	66	false	false	null	false	false	false	false	135	177	39	0.77
HTN_000056	39.9	Male	Urban	25.2	true	false	false	false	true	false	Hypertensive	147	102	false	false	Undiagnosed	false	false	false	false	158	172	43	1.16
HTN_000057	49.4	Male	Urban	24.4	true	true	false	false	false	true	Hypertensive	136	90	false	false	Undiagnosed	false	false	false	false	271	128	47	1.75
HTN_000058	61.1	Female	Urban	37.9	true	false	false	false	true	true	Hypertensive	146	80	false	false	Undiagnosed	false	false	false	false	277	189	37	0.57
HTN_000059	67.6	Male	Urban	18.4	false	false	false	false	false	true	Normal	115	81	false	false	null	false	false	false	false	163	146	56	0.84
HTN_000060	18	Male	Rural	25.7	false	false	false	true	false	true	Normal	129	82	false	false	null	false	false	false	false	191	140	58	0.74
HTN_000061	41.4	Male	Rural	18.7	false	false	false	false	true	true	Normal	112	78	false	false	null	false	false	false	false	133	150	50	0.7
HTN_000062	42.5	Female	Rural	24.8	true	false	false	false	true	true	Hypertensive	170	102	false	false	Undiagnosed	false	false	false	false	181	67	54	1.49
HTN_000063	62.8	Female	Rural	23.3	false	false	false	false	true	false	Normal	117	79	false	false	null	false	false	false	false	194	120	52	0.87
HTN_000064	36.5	Male	Rural	17.1	false	false	false	true	false	true	Hypertensive	134	83	true	true	Good	true	false	false	false	179	119	59	1.12
HTN_000065	53.5	Female	Urban	30.2	false	false	true	false	false	true	Hypertensive	130	106	false	false	Undiagnosed	false	false	false	false	163	181	46	0.85
HTN_000066	31.9	Male	Rural	20.2	false	false	false	false	false	true	Normal	120	80	false	false	null	false	false	false	false	147	100	71	0.66
HTN_000067	40.5	Female	Rural	28	false	false	true	false	true	false	Normal	129	60	false	false	null	false	false	false	false	147	112	57	0.79
HTN_000068	34.8	Female	Urban	26.6	true	false	false	false	false	true	Hypertensive	145	80	true	true	Poor	false	false	false	false	246	141	25	0.96
HTN_000069	48.3	Male	Urban	26.6	false	true	false	false	false	false	Hypertensive	143	89	true	false	null	false	false	false	false	219	129	30	1.29
HTN_000070	51	Female	Rural	23.6	true	false	false	false	false	true	Hypertensive	140	80	false	false	Undiagnosed	false	false	false	false	175	159	25	1.59
HTN_000071	59.6	Male	Rural	22.3	false	true	false	false	true	false	Hypertensive	130	113	false	false	Undiagnosed	false	false	false	false	206	100	72	1.46
HTN_000072	43.6	Female	Urban	26.9	true	false	false	false	true	true	Hypertensive	153	107	false	false	Undiagnosed	false	false	false	false	180	123	25	1.77
HTN_000073	50	Male	Rural	27.8	true	true	true	false	true	true	Hypertensive	173	105	false	false	Undiagnosed	false	false	true	false	263	112	27	0.89
HTN_000074	50.3	Male	Rural	18	true	false	false	true	false	true	Hypertensive	147	101	false	false	Undiagnosed	false	false	true	false	155	130	61	1.02
HTN_000075	51.2	Male	Urban	24.3	false	false	false	false	true	true	Hypertensive	172	104	true	false	null	false	false	false	false	171	131	36	1.28
HTN_000076	59.4	Female	Urban	30.1	false	false	false	false	false	true	Hypertensive	150	111	false	false	Undiagnosed	false	false	false	false	222	165	40	1.18
HTN_000077	65.8	Male	Rural	23.9	true	true	false	false	false	true	Hypertensive	136	100	true	false	null	false	false	false	false	210	124	43	1.59
HTN_000078	43.4	Female	Rural	25.4	true	false	false	false	true	true	Normal	105	72	false	false	null	false	false	false	false	186	165	44	0.95
HTN_000079	40	Female	Rural	24.1	true	false	false	false	true	false	Hypertensive	165	104	false	false	Undiagnosed	false	false	false	false	216	160	46	0.51
HTN_000080	28.1	Female	Rural	30	false	false	true	false	false	false	Normal	122	68	false	false	null	false	false	false	false	157	111	58	0.98
HTN_000081	37.3	Male	Urban	25.9	false	false	false	true	true	true	Normal	129	69	false	false	null	false	false	false	false	135	103	59	1.14
HTN_000082	41.8	Male	Rural	20	false	false	false	false	false	false	Hypertensive	139	102	false	false	Undiagnosed	false	false	true	false	192	119	38	1.39
HTN_000083	33.1	Female	Rural	22	false	false	false	false	false	false	Normal	104	84	false	false	null	false	false	false	false	146	145	59	0.83
HTN_000084	62	Male	Rural	20	false	true	false	true	true	false	Normal	104	69	false	false	null	false	false	false	false	187	106	59	0.89
HTN_000085	37.6	Male	Rural	16.5	false	false	false	false	true	true	Normal	113	84	false	false	null	false	false	false	false	239	142	50	1.01
HTN_000086	34.6	Male	Rural	24.5	false	false	false	false	false	true	Hypertensive	146	97	true	false	null	false	false	false	false	199	183	46	1.02
HTN_000087	28	Female	Urban	29.8	false	false	false	false	false	true	Hypertensive	165	101	false	false	Undiagnosed	false	false	false	false	188	144	40	0.59
HTN_000088	66.2	Female	Rural	28.7	false	false	true	false	true	true	Normal	129	78	false	false	null	false	false	false	false	124	75	63	0.87
HTN_000089	37.9	Male	Rural	16	true	false	false	true	false	false	Normal	129	61	false	false	null	false	false	false	false	193	115	76	0.51
HTN_000090	20.8	Female	Urban	26.9	false	false	false	false	false	true	Hypertensive	143	99	true	false	null	false	false	false	false	269	194	48	1.35
HTN_000091	35.5	Male	Rural	16	false	false	false	false	false	true	Normal	110	76	false	false	null	false	false	false	false	173	198	44	0.71
HTN_000092	42.1	Male	Rural	26.4	true	true	false	false	true	true	Hypertensive	144	91	false	false	Undiagnosed	false	false	false	false	222	173	40	1.94
HTN_000093	77.8	Female	Rural	26.6	false	true	false	false	true	false	Hypertensive	169	113	false	false	Undiagnosed	false	false	false	false	153	115	62	1.13
HTN_000094	22.3	Male	Rural	36.3	false	false	true	false	true	false	Normal	120	84	false	false	null	false	false	false	false	142	129	65	1.09
HTN_000095	49.2	Female	Urban	31.9	true	false	false	false	false	true	Hypertensive	156	95	true	true	Moderate	false	false	false	false	230	70	45	0.5
HTN_000096	22.6	Male	Rural	21.8	true	false	false	false	false	true	Hypertensive	143	86	false	false	Undiagnosed	false	false	false	false	247	129	43	1.25
HTN_000097	51.4	Male	Urban	17.5	false	false	false	false	true	true	Hypertensive	138	93	true	false	null	false	false	false	false	153	138	48	0.69
HTN_000098	48	Female	Urban	29.2	true	false	false	false	false	false	Normal	95	78	false	false	null	false	false	false	false	202	122	75	1.33
HTN_000099	44.9	Female	Urban	28.8	true	false	false	false	true	false	Hypertensive	115	97	true	true	Good	false	false	false	false	217	141	29	1.61
HTN_000100	34.6	Male	Urban	29.5	false	false	false	false	false	true	Hypertensive	152	80	false	false	Undiagnosed	false	false	false	false	252	184	47	0.92

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