Split (1)

train · 25k rows

age stringclasses 6 values	time_in_hospital int64 1 14	n_lab_procedures int64 1 113	n_procedures int64 0 6	n_medications int64 1 79	n_outpatient int64 0 33	n_inpatient int64 0 15	n_emergency int64 0 64	medical_specialty stringclasses 7 values	diag_1 stringclasses 8 values	diag_2 stringclasses 8 values	diag_3 stringclasses 8 values	glucose_test stringclasses 3 values	A1Ctest stringclasses 3 values	change stringclasses 2 values	diabetes_med stringclasses 2 values	readmitted stringclasses 2 values
[60-70)	6	46	1	22	0	0	0	Missing	Digestive	Other	Circulatory	no	no	no	no	no
[80-90)	4	1	1	5	0	0	0	Emergency/Trauma	Other	Other	Circulatory	no	no	no	yes	no
[50-60)	2	20	2	15	0	0	1	Emergency/Trauma	Circulatory	Circulatory	Circulatory	no	no	yes	yes	yes
[80-90)	3	34	3	17	0	0	0	Cardiology	Circulatory	Circulatory	Circulatory	no	no	no	no	yes
[50-60)	4	34	1	21	0	1	1	Emergency/Trauma	Injury	Other	Other	no	no	yes	yes	yes
[90-100)	10	60	2	22	0	0	0	InternalMedicine	Injury	Respiratory	Circulatory	no	no	yes	yes	yes
[70-80)	3	45	6	28	0	0	0	Missing	Circulatory	Circulatory	Diabetes	no	no	yes	yes	yes
[40-50)	2	42	0	17	0	3	0	Family/GeneralPractice	Diabetes	Circulatory	Other	no	no	yes	yes	yes
[60-70)	6	41	6	19	0	2	0	Cardiology	Circulatory	Circulatory	Diabetes	no	normal	yes	yes	yes
[70-80)	1	28	6	11	0	0	0	Missing	Circulatory	Circulatory	Respiratory	no	no	yes	yes	no
[90-100)	4	65	0	14	0	0	0	Missing	Other	Circulatory	Other	no	no	yes	yes	no
[80-90)	14	45	2	27	3	1	1	InternalMedicine	Circulatory	Other	Other	no	high	no	yes	no
[50-60)	5	48	5	22	0	0	0	InternalMedicine	Circulatory	Diabetes	Circulatory	no	high	yes	yes	no
[60-70)	1	7	0	6	2	0	1	Missing	Respiratory	Circulatory	Diabetes	no	no	no	yes	no
[60-70)	5	40	5	22	0	0	0	Missing	Circulatory	Circulatory	Circulatory	no	no	no	no	no
[40-50)	3	1	0	14	0	0	0	Missing	Other	Other	Other	no	no	no	yes	no
[50-60)	1	11	0	13	0	1	0	Missing	Circulatory	Circulatory	Circulatory	no	no	no	yes	yes
[70-80)	3	57	1	26	0	0	0	Other	Respiratory	Circulatory	Other	no	no	yes	yes	no
[80-90)	5	58	0	12	0	2	0	Emergency/Trauma	Circulatory	Circulatory	Circulatory	no	no	yes	yes	yes
[60-70)	2	46	2	9	0	4	2	Missing	Digestive	Digestive	Other	no	no	no	no	no
[80-90)	8	60	1	19	0	0	0	Missing	Circulatory	Circulatory	Other	no	no	yes	yes	yes
[70-80)	10	40	0	7	0	3	1	Missing	Injury	Circulatory	Circulatory	no	no	no	no	no
[70-80)	7	66	0	18	0	0	0	Other	Circulatory	Respiratory	Other	no	no	yes	yes	yes
[80-90)	6	49	1	21	0	0	0	Missing	Respiratory	Circulatory	Circulatory	no	high	no	no	no
[40-50)	1	18	0	8	1	1	1	Family/GeneralPractice	Respiratory	Other	Other	normal	no	no	yes	yes
[80-90)	7	40	2	22	0	0	0	Missing	Digestive	Diabetes	Other	no	no	no	yes	no
[50-60)	1	46	0	19	1	0	0	Missing	Diabetes	Other	Musculoskeletal	no	no	yes	yes	yes
[50-60)	7	81	1	27	0	1	0	InternalMedicine	Respiratory	Other	Circulatory	no	normal	yes	yes	yes
[40-50)	4	59	3	19	8	3	1	Missing	Circulatory	Circulatory	Respiratory	no	no	yes	yes	no
[70-80)	4	52	3	14	0	1	0	Missing	Circulatory	Circulatory	Circulatory	no	no	yes	yes	no
[60-70)	9	72	3	27	0	0	0	Emergency/Trauma	Digestive	Digestive	Injury	no	normal	yes	yes	yes
[50-60)	1	28	1	17	0	0	0	Cardiology	Circulatory	Circulatory	Other	no	no	yes	yes	yes
[70-80)	4	49	1	14	0	0	0	Other	Injury	Other	Other	no	normal	no	yes	no
[40-50)	6	68	3	21	0	0	0	Missing	Circulatory	Circulatory	Circulatory	no	no	yes	yes	no
[80-90)	2	16	0	11	3	1	2	Other	Respiratory	Other	Circulatory	normal	no	no	no	yes
[40-50)	7	69	2	21	0	1	0	Missing	Diabetes	Musculoskeletal	Musculoskeletal	no	no	yes	yes	no
[80-90)	3	44	0	21	2	1	0	Missing	Digestive	Diabetes	Other	no	no	yes	yes	yes
[70-80)	4	58	2	17	2	4	0	Emergency/Trauma	Circulatory	Respiratory	Circulatory	no	no	no	yes	no
[70-80)	5	47	1	33	0	0	0	Missing	Injury	Other	Circulatory	no	no	no	yes	no
[60-70)	9	71	0	15	0	1	0	Cardiology	Circulatory	Respiratory	Other	no	high	no	yes	no
[50-60)	1	35	0	5	0	0	0	Missing	Respiratory	Diabetes	Other	no	no	no	no	no
[80-90)	4	56	0	15	0	3	1	InternalMedicine	Other	Other	Diabetes	no	no	no	yes	no
[50-60)	2	48	0	6	0	1	0	Emergency/Trauma	Circulatory	Circulatory	Other	no	no	yes	yes	no
[70-80)	4	23	1	25	0	0	0	Other	Injury	Other	Diabetes	high	no	yes	yes	no
[70-80)	1	25	0	10	0	0	0	Missing	Other	Other	Other	no	no	yes	yes	yes
[60-70)	4	67	4	18	0	0	0	InternalMedicine	Digestive	Digestive	Digestive	no	high	no	yes	no
[90-100)	3	47	0	11	1	0	0	Missing	Respiratory	Circulatory	Circulatory	no	no	no	yes	yes
[70-80)	4	37	0	19	0	2	0	Missing	Respiratory	Respiratory	Circulatory	no	no	no	yes	no
[60-70)	6	60	1	23	0	0	0	Missing	Other	Respiratory	Circulatory	no	no	yes	yes	no
[80-90)	3	43	0	16	0	0	0	InternalMedicine	Respiratory	Circulatory	Circulatory	no	no	no	no	no
[50-60)	4	48	0	14	0	0	0	Emergency/Trauma	Digestive	Other	Digestive	no	no	no	yes	no
[50-60)	1	22	0	17	4	0	0	Missing	Other	Other	Other	high	no	yes	yes	yes
[40-50)	2	37	2	14	0	0	0	Other	Other	Other	Other	no	no	no	no	no
[40-50)	3	25	1	17	0	0	0	Missing	Digestive	Circulatory	Diabetes	no	no	no	no	no
[70-80)	4	40	3	35	1	0	0	Missing	Injury	Other	Injury	no	no	yes	yes	no
[60-70)	7	35	2	18	0	1	1	InternalMedicine	Respiratory	Diabetes	Injury	no	no	no	yes	yes
[50-60)	1	60	0	13	0	0	0	Family/GeneralPractice	Circulatory	Circulatory	Circulatory	no	no	no	no	no
[50-60)	2	30	0	19	0	0	0	Missing	Injury	Diabetes	Respiratory	no	no	yes	yes	yes
[50-60)	3	49	0	28	4	0	0	Missing	Respiratory	Respiratory	Diabetes	no	high	yes	yes	no
[90-100)	3	46	0	7	0	1	0	Emergency/Trauma	Respiratory	Respiratory	Diabetes	no	no	yes	yes	yes
[90-100)	2	62	0	12	0	0	0	InternalMedicine	Other	Circulatory	Other	no	no	no	no	no
[50-60)	4	57	0	20	0	1	0	Missing	Circulatory	Circulatory	Other	no	no	no	no	yes
[80-90)	7	47	0	12	0	0	0	Missing	Circulatory	Circulatory	Digestive	no	no	no	yes	yes
[60-70)	1	43	0	9	1	2	2	InternalMedicine	Circulatory	Circulatory	Diabetes	no	high	yes	yes	yes
[80-90)	6	52	0	10	0	0	0	Other	Respiratory	Other	Diabetes	no	no	yes	yes	yes
[50-60)	10	33	3	20	2	0	0	Missing	Diabetes	Other	Other	no	high	yes	yes	yes
[70-80)	8	77	1	23	0	0	0	Emergency/Trauma	Injury	Respiratory	Other	no	no	yes	yes	yes
[60-70)	3	69	1	27	0	0	0	Missing	Respiratory	Respiratory	Circulatory	no	no	yes	yes	no
[80-90)	5	79	1	8	0	0	0	InternalMedicine	Other	Other	Diabetes	no	high	no	no	no
[70-80)	2	38	0	17	2	0	0	Family/GeneralPractice	Respiratory	Respiratory	Respiratory	no	no	yes	yes	yes
[80-90)	4	61	0	15	1	2	0	InternalMedicine	Digestive	Other	Diabetes	no	no	no	yes	yes
[40-50)	3	48	1	11	0	0	0	Missing	Other	Other	Respiratory	no	no	no	no	no
[50-60)	2	11	1	11	0	0	0	Missing	Circulatory	Other	Circulatory	no	no	no	yes	no
[50-60)	2	1	0	9	0	0	0	Family/GeneralPractice	Musculoskeletal	Diabetes	Missing	no	no	no	yes	yes
[40-50)	4	45	0	18	0	2	0	Missing	Circulatory	Circulatory	Circulatory	no	no	yes	yes	yes
[60-70)	5	44	0	25	1	1	0	Missing	Digestive	Diabetes	Other	no	no	yes	yes	yes
[60-70)	1	42	0	19	4	4	4	Missing	Circulatory	Circulatory	Respiratory	no	no	no	yes	yes
[80-90)	2	10	0	15	0	1	0	Missing	Circulatory	Respiratory	Other	no	no	yes	yes	yes
[70-80)	4	50	0	12	0	1	0	Missing	Diabetes	Circulatory	Other	no	no	no	no	yes
[80-90)	3	56	1	11	0	1	0	Emergency/Trauma	Digestive	Circulatory	Other	no	no	no	yes	yes
[40-50)	2	7	4	18	0	0	0	Other	Other	Other	Other	no	no	yes	yes	yes
[80-90)	3	45	0	11	0	2	0	Missing	Circulatory	Circulatory	Circulatory	no	no	yes	yes	yes
[60-70)	8	37	3	23	0	0	0	Missing	Other	Respiratory	Respiratory	no	no	no	no	no
[70-80)	10	67	0	34	0	3	2	Emergency/Trauma	Respiratory	Respiratory	Musculoskeletal	no	no	yes	yes	yes
[80-90)	4	1	6	13	0	0	0	Other	Musculoskeletal	Respiratory	Circulatory	no	no	no	yes	yes
[60-70)	3	35	0	13	0	0	0	Missing	Respiratory	Diabetes	Other	no	no	no	yes	no
[80-90)	1	42	1	6	0	1	0	Emergency/Trauma	Injury	Respiratory	Other	no	no	no	yes	no
[70-80)	7	55	0	16	1	3	0	Missing	Respiratory	Respiratory	Other	no	no	no	yes	yes
[70-80)	12	73	2	24	0	0	0	Surgery	Circulatory	Diabetes	Respiratory	no	no	yes	yes	yes
[50-60)	4	7	2	26	0	0	0	Other	Musculoskeletal	Other	Musculoskeletal	no	no	no	yes	yes
[80-90)	4	46	0	23	0	0	0	Missing	Circulatory	Circulatory	Respiratory	no	no	yes	yes	yes
[50-60)	3	33	0	11	0	3	0	Emergency/Trauma	Other	Respiratory	Diabetes	no	no	yes	yes	yes
[60-70)	1	9	2	13	0	0	0	Missing	Other	Other	Other	no	no	yes	yes	no
[50-60)	1	51	6	28	0	0	0	Missing	Circulatory	Circulatory	Circulatory	no	no	yes	yes	no
[70-80)	7	76	0	12	0	0	0	Missing	Circulatory	Respiratory	Circulatory	no	no	no	no	no
[70-80)	4	75	5	21	0	1	0	Surgery	Circulatory	Circulatory	Other	no	high	no	no	no
[70-80)	1	46	0	10	0	0	0	Emergency/Trauma	Respiratory	Circulatory	Other	no	no	yes	yes	yes
[60-70)	7	1	0	13	0	2	0	Missing	Other	Diabetes	Digestive	no	no	yes	yes	yes
[50-60)	2	54	3	8	0	1	1	Missing	Respiratory	Respiratory	Diabetes	no	no	no	yes	no
[50-60)	2	52	0	6	0	0	0	Missing	Diabetes	Other	Circulatory	no	no	no	yes	no

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