Split (1)

train · 1k rows

patient_id string	age int64	sex string	race string	state string	county_fips string	rural_urban_code int64	hf_type string	lvef float64	egfr float64	bnp float64	sbp int64	dbp int64	hr int64	bmi float64	diabetes int64	af int64	ckd_stage int64	ckm_stage int64	distance_to_cardiology_mi float64	social_support_score int64	prior_hf_hosp_6mo int64	on_acei_arb_arni int64	on_beta_blocker int64	on_mra int64	on_sglt2i int64	gdmt_classes_count int64	heartland_risk_score int64	heartland_risk_tier string	mortality_1yr int64	hospitalization_1yr int64
HS-000001	80	F	Black	AR	10775	4	hfref	24.3	68.8	1,009	127	40	63	27.2	1	0	2	3	34.8	22	0	0	1	1	0	2	9	high	1	0
HS-000002	70	F	White	KY	16478	8	hfref	31.6	55.8	527	159	96	87	29.5	0	0	3	3	44.2	18	0	1	1	0	0	2	4	low	0	0
HS-000003	84	F	Other	IA	14976	5	hfref	15.3	38.7	617	113	81	58	28.1	0	0	3	3	24.8	26	0	0	0	0	0	0	10	high	1	1
HS-000004	78	F	Black	MT	19979	4	hfmref	40.2	56.4	1,060	163	95	74	19	1	0	3	4	65	24	0	0	1	1	0	2	8	moderate	0	0
HS-000005	57	M	White	GA	13444	1	hfref	6.7	36.9	3,015	154	86	72	31.8	0	1	3	3	5	36	0	1	0	1	0	2	8	moderate	0	1
HS-000006	92	F	Hispanic	ND	21762	9	hfref	31.9	47.4	211	169	98	95	31.9	1	0	3	4	32.7	17	0	0	1	0	0	1	6	moderate	0	1
HS-000007	80	M	White	IL	15342	1	hfref	25.1	46.1	1,463	150	98	77	34.2	0	1	3	3	7.5	40	0	0	1	0	0	1	8	moderate	1	0
HS-000008	81	F	White	AR	10877	9	hfpef	53.2	42	618	132	63	95	37.5	0	1	3	2	41	33	1	0	0	0	0	0	9	high	1	1
HS-000009	59	M	White	MS	18373	4	hfref	32.8	106.8	874	104	79	74	24.1	0	0	1	0	54.9	23	0	0	0	1	0	1	3	low	0	1
HS-000010	70	F	Black	NE	22258	4	hfref	16.7	39.1	1,374	136	81	83	31.3	1	1	3	4	43.7	37	0	1	1	0	1	3	9	high	0	0
HS-000011	68	M	White	WV	28134	8	hfmref	41.7	57.8	774	112	54	54	22.9	0	0	3	3	48.6	19	1	1	1	0	0	2	7	moderate	0	1
HS-000012	88	M	White	MS	18841	4	hfref	9.5	38.2	1,139	103	77	94	24.3	0	0	3	3	27.9	25	0	1	0	1	1	3	10	high	0	1
HS-000013	76	F	White	MT	19297	9	hfpef	54.9	62.6	659	117	49	93	31	0	0	2	1	16.6	15	0	1	0	0	0	1	5	moderate	0	1
HS-000014	82	M	White	MI	17812	1	hfpef	51.5	32.5	335	129	70	91	42.6	1	0	3	4	2.5	40	1	1	1	1	0	3	10	high	0	1
HS-000015	70	F	White	NY	23087	2	hfref	26.8	83.2	381	123	66	101	17.5	0	0	2	0	2.2	19	0	1	1	0	0	2	2	low	0	0
HS-000016	63	F	White	OH	24500	3	hfref	18.7	60.5	2,381	108	95	67	38.1	1	0	2	2	17.3	20	0	1	1	0	0	2	5	moderate	1	0
HS-000017	73	M	White	NY	23428	1	hfref	35.1	59.5	1,341	160	87	68	28.3	1	1	3	4	1.6	25	1	0	1	0	0	1	8	moderate	0	0
HS-000018	55	M	White	MT	19438	10	hfref	35.9	52.5	141	142	55	66	32.1	0	1	3	2	80.7	33	0	1	1	1	0	3	1	low	0	0
HS-000019	82	F	White	WY	29168	9	hfref	18.9	41.5	162	139	75	103	30.2	0	0	3	3	19.7	31	1	1	1	0	0	2	11	high	0	0
HS-000020	76	F	White	PA	25074	1	hfref	12.9	104.6	269	106	70	76	20.3	1	0	1	3	12.2	30	0	0	0	0	1	1	7	moderate	0	0
HS-000021	80	M	Black	WV	28346	5	hfref	12.2	28.1	1,270	89	64	69	35.6	0	1	4	4	7.5	31	0	0	1	0	0	1	12	high	0	0
HS-000022	67	M	White	SD	26470	5	hfmref	44.1	39.1	423	134	112	56	20.8	0	1	3	2	29.7	23	1	0	0	1	0	1	5	moderate	0	0
HS-000023	91	M	White	ND	21792	8	hfref	22	80.9	832	126	95	96	31	0	1	2	1	96.8	27	0	1	1	1	0	3	7	moderate	0	0
HS-000024	86	M	White	WV	28462	4	hfref	33.2	63	326	152	94	69	29.2	0	0	2	1	57.6	36	0	0	1	0	1	2	3	low	1	0
HS-000025	80	M	White	IA	14246	7	hfmref	43.4	93.6	280	139	71	86	29.6	0	1	1	1	27.6	22	0	1	1	0	0	2	2	low	0	1
HS-000026	62	F	White	AR	10262	7	hfref	19.8	68.1	501	169	120	96	34.3	0	0	2	1	9	19	0	0	1	0	0	1	4	low	0	0
HS-000027	71	M	Black	IA	14611	9	hfref	27.4	83.4	254	123	69	87	22.7	1	0	2	2	13.9	27	0	0	0	0	0	0	3	low	0	0
HS-000028	53	F	White	KY	16435	5	hfref	21.9	67.1	580	160	87	91	28	1	0	2	2	92.5	29	0	1	0	0	1	2	6	moderate	0	0
HS-000029	60	M	White	KY	16900	9	hfref	25.6	74.4	852	121	67	75	26.6	0	1	2	1	27.4	25	0	0	0	0	0	0	4	low	0	0
HS-000030	77	F	White	IA	14439	8	hfref	34.7	61.6	735	128	59	79	32.6	1	0	2	2	33.3	31	0	0	0	0	1	1	5	moderate	0	0
HS-000031	79	M	White	WY	29566	5	hfpef	54.6	61.7	343	133	74	65	36.7	1	1	2	3	42.7	23	0	1	0	1	0	2	5	moderate	0	0
HS-000032	91	M	White	IL	15064	2	hfpef	65.8	27.9	1,732	126	72	90	27.8	0	1	4	4	2.7	30	0	1	0	1	0	2	8	moderate	0	0
HS-000033	67	M	White	KY	16194	6	hfref	28.4	100.1	344	136	92	95	35.3	1	0	1	3	46.5	27	0	0	1	0	0	1	5	moderate	0	1
HS-000034	68	M	White	NE	22849	4	hfref	21.8	44.2	1,131	112	62	88	36.5	1	1	3	4	26.1	26	0	0	0	0	0	0	9	high	1	1
HS-000035	71	F	White	NE	22345	7	hfpef	66.9	54	153	144	69	70	39.6	1	1	3	4	43	35	0	1	1	0	0	2	3	low	0	1
HS-000036	62	M	Black	MS	18421	5	hfpef	63.7	47.3	376	136	59	92	39.6	1	0	3	4	23.3	27	0	1	1	1	0	3	3	low	0	1
HS-000037	59	F	Hispanic	IL	15590	3	hfref	33.4	30.8	616	126	79	108	42	0	0	3	2	2.3	27	0	0	1	1	0	2	4	low	0	0
HS-000038	71	F	White	KY	16058	4	hfref	18.1	120	3,120	122	75	77	19.5	1	0	1	2	25.9	28	0	1	0	0	0	1	5	moderate	0	1
HS-000039	63	F	White	IA	14506	7	hfref	15.7	52.2	857	165	91	84	29.8	0	0	3	2	54.8	31	1	0	1	0	1	2	8	moderate	0	0
HS-000040	77	F	Black	IA	14346	7	hfmref	46.9	26.4	499	132	73	83	34.2	1	1	4	4	46.1	29	0	0	0	0	0	0	7	moderate	0	0
HS-000041	70	F	White	IA	14149	4	hfref	32.2	43.9	302	174	110	67	35.9	0	0	3	3	35.8	29	0	1	1	1	0	3	4	low	0	0
HS-000042	83	M	Black	IA	14418	5	hfref	19.5	44.9	6,605	148	108	81	28.6	1	1	3	4	65.6	14	0	1	0	0	1	2	13	high	1	1
HS-000043	78	M	White	SD	26446	4	hfref	29.1	120	290	161	86	77	31.3	1	0	1	3	30.3	8	0	0	0	0	0	0	8	moderate	0	0
HS-000044	66	M	Hispanic	KY	16186	8	hfref	28.1	60.5	296	106	65	108	29.4	0	1	2	1	36.4	33	0	1	1	0	0	2	2	low	0	0
HS-000045	83	F	Other	AR	10542	6	hfmref	46.7	50.2	267	127	89	55	24.8	1	1	3	4	25	27	0	1	0	0	0	1	5	moderate	0	0
HS-000046	81	F	White	OH	24745	2	hfpef	59.8	64.4	483	102	50	73	16.8	0	1	2	0	10.7	29	0	1	0	0	0	1	2	low	0	0
HS-000047	68	F	White	NC	20267	1	hfmref	40	51.7	909	111	66	67	31.7	1	0	3	4	7.1	33	0	0	1	1	0	2	5	moderate	0	0
HS-000048	65	M	White	IA	14965	4	hfref	18.9	56.9	536	143	85	97	37.4	1	1	3	4	23.7	37	0	0	0	0	0	0	7	moderate	1	0
HS-000049	77	M	White	IA	14612	5	hfref	27.8	22.4	963	133	62	80	32.3	1	0	4	4	12.3	34	0	0	0	1	0	1	11	high	1	0
HS-000050	59	F	White	NE	22772	10	hfpef	55.5	55	613	154	95	88	24.8	0	0	3	2	75.8	31	0	1	1	0	0	2	3	low	0	0
HS-000051	62	M	Other	FL	12071	1	hfmref	41.6	38.8	1,198	124	75	103	26.2	1	0	3	4	3.8	24	1	1	1	1	0	3	10	high	0	1
HS-000052	47	F	White	NC	20766	3	hfref	18.8	54.3	940	87	60	75	21.8	1	0	3	4	6.3	24	0	0	1	0	0	1	9	high	1	0
HS-000053	81	F	White	MS	18336	5	hfref	29.8	20.3	6,062	128	60	89	32.4	0	1	4	4	181.6	8	0	1	1	0	0	2	12	high	0	1
HS-000054	77	F	Black	AR	10709	8	hfpef	63.9	57.1	391	111	67	63	38.8	1	0	3	4	61.3	28	0	0	1	0	0	1	6	moderate	0	1
HS-000055	78	F	White	WY	29803	7	hfpef	54.9	41.2	392	144	106	73	29.4	0	0	3	3	108.1	32	0	0	1	0	0	1	7	moderate	0	1
HS-000056	81	M	White	WV	28250	5	hfpef	52.2	109	554	102	90	81	24.4	0	1	1	0	24	32	0	1	0	0	0	1	4	low	0	0
HS-000057	71	M	Other	MS	18259	6	hfpef	62.3	50.8	440	170	120	92	33.3	0	0	3	3	74	29	0	0	0	0	0	0	3	low	0	0
HS-000058	74	F	White	NY	23060	3	hfref	22.7	26.6	1,230	143	69	83	31	0	1	4	4	6.1	28	0	0	0	0	1	1	8	moderate	0	0
HS-000059	59	M	White	MS	18604	4	hfref	27	44	584	138	89	83	38.4	1	0	3	4	45.2	20	0	0	1	0	0	1	9	high	0	0
HS-000060	58	M	White	WV	28773	9	hfref	25.8	98.6	178	134	73	90	38.3	0	1	1	1	144	18	0	1	1	1	0	3	3	low	0	0
HS-000061	77	M	Hispanic	IA	14410	6	hfpef	68	79.2	127	174	108	93	33.3	1	1	2	2	28.8	23	1	0	1	0	0	1	6	moderate	1	1
HS-000062	71	M	White	WY	29161	7	hfmref	48	44.1	1,457	121	62	47	26.5	1	0	3	4	35.5	17	0	0	1	1	0	2	8	moderate	0	0
HS-000063	74	F	White	AR	10316	5	hfref	16.6	62.1	1,284	131	55	95	38.2	0	0	2	1	18.6	36	0	0	1	0	1	2	4	low	0	1
HS-000064	80	M	White	KY	16403	9	hfpef	65.8	70.3	477	117	66	81	23.4	0	1	2	0	65.2	15	1	1	1	0	0	2	7	moderate	0	0
HS-000065	76	F	White	IA	14915	5	hfref	22.2	50	851	117	80	90	18.7	0	0	3	2	23.6	23	0	1	0	0	0	1	6	moderate	0	0
HS-000066	73	M	Hispanic	KY	16124	7	hfref	25.1	113.7	753	99	64	90	24.5	1	0	1	2	71.6	10	0	0	1	1	0	2	9	high	1	0
HS-000067	73	F	White	TX	27343	3	hfref	21.2	44	793	114	74	80	27.7	0	0	3	2	2.2	31	0	1	0	1	0	2	6	moderate	1	0
HS-000068	66	M	Other	FL	12637	2	hfpef	68.2	50.4	697	127	79	83	27.9	0	1	3	3	8.3	29	1	1	0	0	0	1	7	moderate	0	1
HS-000069	51	F	White	KY	16237	10	hfpef	58.4	82.7	394	137	88	71	26.6	1	0	2	2	22.3	22	0	0	0	0	0	0	1	low	0	0
HS-000070	70	F	White	IA	14883	8	hfmref	40.2	40.5	2,052	93	63	98	20.4	1	1	3	4	58.3	17	0	1	1	0	0	2	11	high	0	1
HS-000071	63	M	Hispanic	NE	22908	8	hfpef	59.6	107.8	140	163	94	57	39.1	1	0	1	2	34.7	24	0	0	1	0	0	1	1	low	0	0
HS-000072	69	M	White	WV	28380	10	hfpef	68.6	38.3	267	135	82	87	34.8	1	0	3	4	24.1	20	0	0	0	0	0	0	5	moderate	0	0
HS-000073	84	F	White	MI	17745	3	hfpef	59.5	44.1	425	143	110	68	28.8	1	0	3	4	4.8	28	0	1	1	0	0	2	7	moderate	0	0
HS-000074	63	M	Hispanic	NY	23755	2	hfpef	60.1	113.7	334	146	90	62	33.4	0	1	1	1	3.6	40	0	0	1	0	1	2	0	low	1	0
HS-000075	54	M	White	ND	21681	5	hfref	31.6	64.8	751	114	69	106	16	1	0	2	2	62.9	25	1	0	0	0	0	0	7	moderate	0	0
HS-000076	65	F	White	MS	18187	10	hfpef	61.4	60.7	521	108	66	69	30.3	1	1	2	2	16.8	28	0	0	0	0	0	0	3	low	0	0
HS-000077	66	M	Other	KY	16050	7	hfmref	42.6	66.6	182	124	72	74	40.1	0	1	2	1	29	21	0	0	0	1	0	1	0	low	0	0
HS-000078	77	M	White	WY	29347	6	hfpef	69.5	64.2	266	158	89	84	35.2	1	0	2	2	44.6	19	0	0	1	0	0	1	3	low	0	0
HS-000079	73	M	White	KY	16131	5	hfref	25.7	44.7	1,330	116	73	93	23.9	1	1	3	4	108.3	24	0	0	1	0	0	1	10	high	1	1
HS-000080	81	F	White	MS	18292	9	hfpef	58.9	31	3,281	169	94	88	39.4	0	0	3	3	34.8	40	0	1	0	0	0	1	8	moderate	0	0
HS-000081	77	F	White	NE	22638	10	hfpef	64.1	76.4	137	127	74	47	26.9	1	0	2	3	29.5	22	0	0	1	0	0	1	5	moderate	0	0
HS-000082	69	M	White	ND	21588	8	hfref	34.2	85.3	133	118	60	81	30.7	0	0	2	1	42.4	27	0	1	1	0	0	2	0	low	0	0
HS-000083	82	M	Black	NE	22210	4	hfpef	59	33.4	343	117	72	45	22.6	1	0	3	4	8.2	18	0	1	1	0	0	2	7	moderate	0	0
HS-000084	61	M	White	AR	10018	7	hfref	27.5	51.7	506	140	92	72	28.3	1	0	3	4	15.1	8	0	1	1	0	0	2	8	moderate	0	0
HS-000085	50	M	Black	MS	18226	9	hfref	19.7	79.3	447	153	89	68	28.4	0	0	2	1	26.9	18	0	0	1	0	0	1	2	low	0	0
HS-000086	57	M	White	WV	28454	6	hfref	10	64.6	791	117	42	89	26.9	1	1	2	2	21.2	40	0	1	0	0	0	1	5	moderate	1	0
HS-000087	78	M	White	MS	18778	9	hfpef	56.8	115.4	188	120	80	80	29.2	0	0	1	1	11.4	28	0	1	1	0	0	2	2	low	1	0
HS-000088	71	M	White	NE	22365	8	hfmref	43.4	32.3	997	128	78	64	44	1	0	3	4	63.8	35	0	1	1	0	0	2	8	moderate	0	0
HS-000089	60	M	Black	WY	29286	4	hfref	24.6	61.7	814	135	67	77	24.8	0	1	2	0	42	22	0	1	0	0	0	1	4	low	1	0
HS-000090	72	F	White	KY	16551	7	hfpef	72.7	61.3	355	128	88	91	32.3	1	1	2	2	38.6	8	0	0	0	0	0	0	2	low	0	0
HS-000091	60	F	White	NE	22072	5	hfref	29.1	75.4	699	131	59	69	36.7	0	1	2	1	21.5	16	0	1	0	0	0	1	5	moderate	0	0
HS-000092	78	M	Hispanic	ND	21225	7	hfref	18.3	34.7	622	135	96	94	28.3	0	0	3	3	37	27	0	1	0	0	0	1	10	high	0	1
HS-000093	70	F	White	ND	21037	6	hfpef	53.4	76.9	204	110	65	73	41.5	1	0	2	2	50.2	26	1	0	1	0	0	1	5	moderate	0	1
HS-000094	68	F	White	FL	12525	1	hfpef	60.8	75.9	293	120	40	100	33.6	1	0	2	2	5.1	29	0	1	1	0	0	2	1	low	0	0
HS-000095	66	M	Hispanic	AR	10443	9	hfpef	54.6	51.1	1,530	154	95	82	29.4	1	0	3	4	47.8	20	1	0	1	0	0	1	8	moderate	0	0
HS-000096	76	F	White	KY	16582	10	hfmref	44.2	65	250	132	74	77	32.9	0	0	2	1	20	31	0	0	1	0	0	1	2	low	0	0
HS-000097	68	F	White	NE	22616	7	hfpef	54.7	60	650	144	79	68	33	1	1	2	3	37.5	20	0	0	0	0	0	0	5	moderate	0	0
HS-000098	56	M	White	KY	16395	7	hfref	28.1	63.8	355	129	67	90	28.2	0	0	2	1	77.8	26	1	1	0	0	0	1	6	moderate	0	1
HS-000099	58	M	White	KY	16868	8	hfref	27.6	56.8	478	140	82	69	37.9	1	0	3	4	82.9	25	0	0	1	0	0	1	6	moderate	0	0
HS-000100	90	F	White	AR	10917	8	hfref	22.7	62.3	196	153	85	81	41.4	1	1	2	2	88.6	21	0	0	1	0	1	2	6	moderate	0	0

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