Split (1)

train · 10k rows

patient_id string	age_group string	sex string	race string	insurance string	age int64	sex_male int64	cci_score int64	has_hypertension int64	has_diabetes int64	has_chf int64	has_ckd int64	has_copd int64	has_mi int64	has_cvd int64	has_dementia int64	has_cancer int64	prior_hosp_count int64	ed_visits_count int64	bmi float64	adi_score float64	ins_medicare int64	ins_medicaid int64	ins_private int64	high_need int64
P00301	75+	M	White	Medicare	75	1	4	1	0	1	1	0	1	0	0	0	0	5	26.6	90.3	1	0	0	1
P00302	18-44	M	White	Private	30	1	0	1	0	0	0	0	0	0	0	0	0	0	26.8	25.4	0	0	1	0
P00303	65-74	F	Black	Medicare	72	0	1	1	0	0	0	0	1	0	0	0	1	0	24.9	37.6	1	0	0	0
P00304	65-74	M	White	Medicare	73	1	2	0	0	0	1	0	0	0	0	0	0	0	24.6	77	1	0	0	0
P00305	75+	M	White	Medicare	80	1	1	0	1	0	0	0	0	0	0	0	0	0	31.3	62.3	1	0	0	0
P00306	65-74	F	Black	Medicare	65	0	3	0	0	0	0	0	0	0	1	1	0	0	28	49.5	1	0	0	0
P00307	45-64	M	Hispanic	Medicaid	47	1	0	0	0	0	0	0	0	0	0	0	0	0	17.7	54.3	0	1	0	0
P00308	65-74	F	Black	Medicare	68	0	0	0	0	0	0	0	0	0	0	0	0	0	33.4	51.9	1	0	0	0
P00309	45-64	F	Black	Medicaid	53	0	2	1	0	0	0	0	0	0	0	1	2	0	27.4	58.6	0	1	0	0
P00310	18-44	M	Other	Private	27	1	0	0	0	0	0	0	0	0	0	0	0	0	33.9	53.3	0	0	1	0
P00311	65-74	F	Asian	Medicare	65	0	4	1	1	1	1	0	0	0	0	0	0	0	30.3	63.6	1	0	0	1
P00312	45-64	F	Black	Private	51	0	1	0	0	0	0	0	0	0	1	0	0	0	36.6	85.4	0	0	1	0
P00313	45-64	M	White	Medicaid	50	1	0	1	0	0	0	0	0	0	0	0	0	0	20.3	93.1	0	1	0	0
P00314	45-64	F	White	Private	54	0	2	0	0	0	1	0	0	0	0	0	0	0	27.4	20.1	0	0	1	0
P00315	45-64	M	White	Private	46	1	0	0	0	0	0	0	0	0	0	0	0	0	32.6	93.4	0	0	1	0
P00316	45-64	F	White	Medicaid	60	0	0	0	0	0	0	0	0	0	0	0	0	0	29.2	79.4	0	1	0	0
P00317	45-64	F	White	Private	52	0	1	0	0	0	0	1	0	0	0	0	0	0	24.9	39.2	0	0	1	0
P00318	65-74	M	White	Medicare	67	1	0	0	0	0	0	0	0	0	0	0	0	1	26	69.5	1	0	0	0
P00319	45-64	F	Asian	Uninsured	62	0	0	1	0	0	0	0	0	0	0	0	0	0	20.6	95.2	0	0	0	0
P00320	75+	M	White	Medicare	89	1	3	1	0	0	1	1	0	0	0	0	2	5	36.5	31.3	1	0	0	1
P00321	75+	F	Hispanic	Medicare	77	0	3	1	0	0	1	0	0	1	0	0	5	0	25.2	41.5	1	0	0	1
P00322	65-74	F	Asian	Private	66	0	1	1	0	0	0	0	0	1	0	0	0	0	30.8	68.1	0	0	1	0
P00323	45-64	M	Black	Uninsured	45	1	0	0	0	0	0	0	0	0	0	0	3	0	31.1	63.4	0	0	0	0
P00324	65-74	M	White	Medicare	70	1	0	1	0	0	0	0	0	0	0	0	0	2	34.5	53.9	1	0	0	0
P00325	75+	F	Hispanic	Medicare	82	0	1	0	0	0	0	0	0	1	0	0	3	2	39.7	51.3	1	0	0	1
P00326	65-74	M	Black	Medicare	68	1	2	0	0	0	1	0	0	0	0	0	0	3	24.7	46.7	1	0	0	0
P00327	75+	M	White	Medicare	85	1	1	1	0	0	0	1	0	0	0	0	1	3	37.1	75.4	1	0	0	1
P00328	65-74	M	White	Medicare	69	1	0	0	0	0	0	0	0	0	0	0	2	0	35.3	50.1	1	0	0	1
P00329	65-74	F	White	Medicare	65	0	1	0	0	0	0	0	1	0	0	0	0	0	19.4	41.6	1	0	0	0
P00330	45-64	M	Black	Private	47	1	1	0	0	1	0	0	0	0	0	0	5	0	24.9	67.9	0	0	1	1
P00331	75+	F	Asian	Medicare	90	0	1	1	0	0	0	0	0	0	1	0	5	3	36.1	42.6	1	0	0	1
P00332	45-64	F	White	Uninsured	63	0	2	0	0	0	1	0	0	0	0	0	0	4	27.3	80.3	0	0	0	1
P00333	65-74	M	Asian	Medicare	72	1	1	1	1	0	0	0	0	0	0	0	0	5	27.7	79	1	0	0	0
P00334	75+	F	White	Uninsured	93	0	2	0	1	0	0	0	1	0	0	0	0	0	37.5	99	0	0	0	1
P00335	18-44	M	Hispanic	Private	30	1	0	0	0	0	0	0	0	0	0	0	0	0	30.5	59.4	0	0	1	0
P00336	65-74	M	Hispanic	Uninsured	72	1	4	1	0	0	1	0	0	0	0	1	5	0	38.2	66	0	0	0	1
P00337	18-44	F	White	Private	40	0	0	1	0	0	0	0	0	0	0	0	0	0	34.8	60.4	0	0	1	0
P00338	75+	M	Asian	Medicare	92	1	1	1	0	0	0	0	0	0	1	0	2	0	35.7	67.5	1	0	0	0
P00339	18-44	F	Asian	Medicaid	21	0	0	0	0	0	0	0	0	0	0	0	0	0	32.2	39.4	0	1	0	0
P00340	75+	F	White	Medicare	77	0	0	1	0	0	0	0	0	0	0	0	4	1	34.2	48.5	1	0	0	1
P00341	18-44	M	Hispanic	Private	28	1	0	0	0	0	0	0	0	0	0	0	0	0	28.5	81.7	0	0	1	0
P00342	75+	F	White	Medicare	85	0	1	1	0	1	0	0	0	0	0	0	1	5	36.7	82.8	1	0	0	1
P00343	75+	F	White	Medicare	94	0	0	1	0	0	0	0	0	0	0	0	5	0	24.3	27	1	0	0	1
P00344	65-74	M	White	Private	67	1	4	0	1	0	0	0	0	0	1	1	0	0	27.1	57.3	0	0	1	1
P00345	75+	F	White	Medicare	91	0	1	0	0	0	0	0	0	0	1	0	3	0	24.3	77	1	0	0	1
P00346	75+	F	White	Medicare	92	0	3	1	1	0	1	0	0	0	0	0	0	1	33.3	88.4	1	0	0	1
P00347	75+	M	White	Medicaid	94	1	0	0	0	0	0	0	0	0	0	0	0	1	25.5	74.1	0	1	0	0
P00348	45-64	M	Asian	Private	48	1	1	0	0	1	0	0	0	0	0	0	3	2	25.8	41.7	0	0	1	1
P00349	65-74	F	White	Medicare	67	0	0	1	0	0	0	0	0	0	0	0	0	1	20.3	61.6	1	0	0	0
P00350	18-44	M	Hispanic	Medicaid	23	1	1	1	0	0	0	0	1	0	0	0	0	3	29.5	47.8	0	1	0	0
P00351	65-74	M	White	Medicare	71	1	0	0	0	0	0	0	0	0	0	0	0	2	34.2	2.2	1	0	0	0
P00352	18-44	F	White	Medicaid	35	0	2	1	0	0	1	0	0	0	0	0	0	5	16.8	47.4	0	1	0	0
P00353	65-74	F	Hispanic	Medicare	68	0	3	1	1	0	0	1	0	0	1	0	0	4	30.7	51.5	1	0	0	1
P00354	65-74	F	White	Uninsured	65	0	1	1	0	0	0	0	0	1	0	0	4	2	23.2	50.4	0	0	0	1
P00355	65-74	M	White	Medicare	69	1	0	0	0	0	0	0	0	0	0	0	0	5	26.5	78.3	1	0	0	0
P00356	65-74	M	Other	Medicare	71	1	0	0	0	0	0	0	0	0	0	0	3	0	30.9	44.7	1	0	0	1
P00357	75+	M	White	Medicare	84	1	2	0	1	0	0	0	0	0	1	0	0	0	33.9	60.5	1	0	0	1
P00358	75+	M	White	Private	80	1	1	1	0	0	0	0	0	0	1	0	3	1	30.4	65.8	0	0	1	0
P00359	65-74	F	White	Medicare	70	0	0	0	0	0	0	0	0	0	0	0	0	5	29.4	44	1	0	0	0
P00360	65-74	M	White	Medicare	70	1	0	1	0	0	0	0	0	0	0	0	0	1	26.6	52.5	1	0	0	0
P00361	75+	F	Black	Medicare	86	0	3	0	0	0	1	1	0	0	0	0	4	1	33.8	10	1	0	0	1
P00362	18-44	F	White	Private	40	0	0	0	0	0	0	0	0	0	0	0	0	0	36.3	40	0	0	1	0
P00363	18-44	F	White	Private	26	0	0	0	0	0	0	0	0	0	0	0	0	0	34.7	48.7	0	0	1	0
P00364	18-44	F	White	Private	33	0	0	0	0	0	0	0	0	0	0	0	0	0	30.2	30	0	0	1	0
P00365	65-74	F	White	Medicare	72	0	2	0	0	0	1	0	0	0	0	0	3	4	24.5	17.8	1	0	0	1
P00366	45-64	F	Black	Medicaid	49	0	1	1	0	0	0	0	1	0	0	0	0	0	30.3	85.7	0	1	0	0
P00367	75+	F	Asian	Medicare	80	0	1	1	0	0	0	1	0	0	0	0	3	0	34.6	41.5	1	0	0	0
P00368	65-74	F	Black	Medicare	65	0	5	0	0	1	1	1	1	0	0	0	5	0	28.2	20.9	1	0	0	1
P00369	45-64	M	White	Private	52	1	0	1	0	0	0	0	0	0	0	0	0	0	25.7	55.3	0	0	1	0
P00370	75+	M	Other	Uninsured	75	1	0	1	0	0	0	0	0	0	0	0	0	0	35.2	52.8	0	0	0	0
P00371	75+	F	Hispanic	Medicare	89	0	4	1	1	0	0	1	0	0	0	1	0	1	24.9	14.2	1	0	0	1
P00372	45-64	M	White	Private	46	1	1	0	1	0	0	0	0	0	0	0	0	0	43.5	47.6	0	0	1	0
P00373	45-64	F	White	Private	58	0	0	0	0	0	0	0	0	0	0	0	0	0	26.2	70	0	0	1	0
P00374	45-64	M	White	Private	56	1	0	1	0	0	0	0	0	0	0	0	0	4	28.8	88.3	0	0	1	0
P00375	18-44	F	White	Medicaid	43	0	0	0	0	0	0	0	0	0	0	0	0	0	28.4	29.6	0	1	0	0
P00376	18-44	M	White	Private	27	1	1	0	0	0	0	0	0	1	0	0	0	0	16.7	29.6	0	0	1	0
P00377	75+	F	White	Private	81	0	2	0	0	0	0	1	1	0	0	0	3	0	31.7	52.1	0	0	1	1
P00378	65-74	M	Other	Medicare	67	1	0	1	0	0	0	0	0	0	0	0	0	0	28.8	48.7	1	0	0	0
P00379	45-64	M	White	Medicaid	55	1	1	0	1	0	0	0	0	0	0	0	4	0	22.8	48	0	1	0	1
P00380	75+	F	White	Medicare	79	0	0	0	0	0	0	0	0	0	0	0	0	2	27.7	47.7	1	0	0	0
P00381	65-74	M	Other	Medicare	66	1	2	0	0	0	1	0	0	0	0	0	1	0	30.2	82.7	1	0	0	0
P00382	75+	M	White	Medicare	93	1	0	0	0	0	0	0	0	0	0	0	0	0	24.6	53.2	1	0	0	0
P00383	75+	F	White	Medicare	88	0	0	1	0	0	0	0	0	0	0	0	1	0	32.5	80.9	1	0	0	0
P00384	65-74	F	White	Uninsured	66	0	3	1	1	0	0	1	0	0	1	0	1	5	29.4	58	0	0	0	1
P00385	45-64	M	Black	Uninsured	56	1	0	1	0	0	0	0	0	0	0	0	0	0	37	71.8	0	0	0	0
P00386	75+	F	White	Medicare	81	0	0	1	0	0	0	0	0	0	0	0	3	0	31.6	63.2	1	0	0	0
P00387	75+	M	White	Medicare	78	1	2	0	0	0	1	0	0	0	0	0	0	0	27.4	29.7	1	0	0	0
P00388	75+	M	Hispanic	Medicare	84	1	2	1	1	0	0	1	0	0	0	0	2	1	16.3	41.1	1	0	0	1
P00389	18-44	F	Black	Medicaid	38	0	0	0	0	0	0	0	0	0	0	0	0	5	27.3	83.1	0	1	0	0
P00390	75+	M	Hispanic	Medicare	75	1	0	0	0	0	0	0	0	0	0	0	0	5	27.1	57.5	1	0	0	0
P00391	65-74	F	Black	Medicare	68	0	0	1	0	0	0	0	0	0	0	0	1	4	42	34.5	1	0	0	0
P00392	18-44	M	Black	Medicaid	41	1	0	0	0	0	0	0	0	0	0	0	0	0	22.4	31.2	0	1	0	0
P00393	65-74	F	White	Medicaid	68	0	2	1	0	0	1	0	0	0	0	0	0	4	34.9	12.2	0	1	0	0
P00394	65-74	F	White	Medicare	65	0	0	0	0	0	0	0	0	0	0	0	5	0	30.7	1	1	0	0	1
P00395	18-44	M	White	Uninsured	29	1	0	1	0	0	0	0	0	0	0	0	0	5	23.2	3.3	0	0	0	0
P00396	65-74	F	White	Medicare	71	0	2	0	0	0	0	0	0	0	0	1	0	0	29.8	73.5	1	0	0	0
P00397	75+	F	White	Medicaid	94	0	3	1	1	0	1	0	0	0	0	0	2	1	29.6	36	0	1	0	1
P00398	45-64	M	White	Private	56	1	2	1	1	0	0	0	0	0	1	0	0	1	29.7	57.4	0	0	1	0
P00399	65-74	F	White	Medicare	65	0	4	0	1	0	1	0	0	1	0	0	0	0	34.7	71.5	1	0	0	0
P00400	65-74	M	White	Medicare	72	1	1	1	0	1	0	0	0	0	0	0	0	0	31.9	1	1	0	0	0

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