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)	7	30	3	14	1	0	0	Surgery	Circulatory	Circulatory	Circulatory	no	no	yes	yes	no
[60-70)	4	48	2	12	0	0	0	InternalMedicine	Injury	Other	Other	no	no	no	no	yes
[60-70)	1	46	3	16	0	4	0	Missing	Circulatory	Other	Circulatory	no	no	yes	yes	yes
[50-60)	3	60	0	16	0	0	0	Family/GeneralPractice	Digestive	Diabetes	Respiratory	no	normal	no	no	no
[80-90)	4	39	1	25	0	0	0	InternalMedicine	Digestive	Diabetes	Digestive	no	no	yes	yes	yes
[60-70)	2	45	1	10	0	0	0	Missing	Injury	Injury	Circulatory	no	no	no	no	yes
[60-70)	4	45	0	9	0	0	0	InternalMedicine	Respiratory	Diabetes	Other	no	high	no	yes	yes
[50-60)	4	46	3	29	1	0	0	Other	Musculoskeletal	Musculoskeletal	Other	no	no	yes	yes	no
[60-70)	2	42	3	11	0	0	0	Missing	Digestive	Other	Other	no	no	no	yes	no
[60-70)	3	52	1	7	0	0	0	Missing	Digestive	Diabetes	Circulatory	normal	no	yes	yes	yes
[50-60)	6	84	1	30	0	0	1	Missing	Respiratory	Respiratory	Other	no	high	yes	yes	yes
[60-70)	3	43	1	15	0	0	0	Missing	Digestive	Circulatory	Other	no	no	yes	yes	no
[70-80)	4	45	6	15	0	0	0	Missing	Circulatory	Other	Circulatory	no	no	no	yes	yes
[70-80)	2	29	6	14	0	2	0	Missing	Respiratory	Musculoskeletal	Respiratory	no	no	yes	yes	yes
[50-60)	2	40	0	12	1	0	13	Surgery	Respiratory	Musculoskeletal	Respiratory	no	no	no	yes	yes
[50-60)	1	29	3	11	0	0	0	Cardiology	Diabetes	Circulatory	Circulatory	no	no	no	yes	yes
[60-70)	1	36	0	8	1	0	0	Missing	Other	Circulatory	Other	no	no	yes	yes	yes
[80-90)	6	62	3	16	0	2	1	Emergency/Trauma	Injury	Other	Other	no	no	yes	yes	no
[60-70)	3	14	0	6	4	0	0	Missing	Other	Other	Other	no	no	no	yes	no
[60-70)	6	66	0	17	0	0	0	Missing	Other	Other	Other	no	no	yes	yes	no
[80-90)	5	34	0	3	0	0	1	Emergency/Trauma	Other	Other	Other	no	no	no	no	yes
[70-80)	4	55	0	16	0	0	0	Missing	Diabetes	Other	Circulatory	no	no	yes	yes	yes
[60-70)	10	61	1	17	0	0	0	Missing	Circulatory	Other	Other	no	no	yes	yes	no
[50-60)	9	56	1	32	0	0	0	Missing	Digestive	Other	Circulatory	no	no	no	yes	no
[90-100)	5	32	2	5	0	0	0	Other	Other	Other	Diabetes	no	no	no	no	yes
[70-80)	9	43	2	14	0	2	0	Missing	Diabetes	Other	Other	no	no	yes	yes	yes
[50-60)	1	71	0	12	0	0	0	Cardiology	Respiratory	Diabetes	Circulatory	no	no	yes	yes	yes
[60-70)	8	56	1	21	0	0	0	Emergency/Trauma	Respiratory	Musculoskeletal	Respiratory	no	high	yes	yes	no
[60-70)	14	47	1	22	1	0	0	InternalMedicine	Respiratory	Other	Diabetes	no	no	no	yes	yes
[50-60)	1	3	2	21	0	0	0	Other	Musculoskeletal	Other	Diabetes	no	no	yes	yes	no
[50-60)	3	47	0	8	0	0	0	Other	Respiratory	Diabetes	Circulatory	no	no	yes	yes	no
[80-90)	3	5	1	18	0	0	0	Other	Musculoskeletal	Circulatory	Diabetes	no	no	yes	yes	no
[50-60)	2	1	1	9	4	0	0	Missing	Digestive	Other	Diabetes	no	no	no	yes	yes
[40-50)	5	69	1	10	0	1	0	Emergency/Trauma	Digestive	Other	Other	no	no	no	yes	no
[50-60)	3	40	2	9	0	0	0	Family/GeneralPractice	Other	Other	Circulatory	no	no	no	yes	yes
[80-90)	5	44	2	23	0	1	0	Missing	Injury	Circulatory	Circulatory	no	no	yes	yes	no
[70-80)	3	54	0	19	0	1	0	Missing	Respiratory	Respiratory	Other	no	no	yes	yes	yes
[40-50)	8	53	0	21	0	0	0	Other	Other	Circulatory	Other	no	no	yes	yes	no
[80-90)	5	68	0	14	11	3	0	Missing	Circulatory	Circulatory	Other	no	no	no	no	yes
[60-70)	4	32	0	7	0	0	0	Missing	Circulatory	Circulatory	Diabetes	no	no	yes	yes	yes
[40-50)	6	43	0	20	4	1	0	Missing	Diabetes	Other	Other	no	no	yes	yes	yes
[90-100)	13	67	1	23	2	0	2	Family/GeneralPractice	Circulatory	Circulatory	Circulatory	no	no	yes	yes	no
[60-70)	1	48	3	9	0	0	0	Other	Digestive	Circulatory	Other	no	no	no	yes	no
[50-60)	3	2	0	14	0	0	0	Emergency/Trauma	Diabetes	Other	Other	no	no	yes	yes	yes
[60-70)	10	61	6	75	0	0	0	Surgery	Circulatory	Other	Circulatory	no	no	yes	yes	no
[90-100)	3	56	1	13	0	1	0	Emergency/Trauma	Circulatory	Other	Other	no	no	yes	yes	yes
[60-70)	5	37	2	34	0	0	0	Missing	Injury	Other	Injury	no	no	yes	yes	yes
[50-60)	7	26	1	20	0	1	0	Family/GeneralPractice	Circulatory	Other	Circulatory	no	no	yes	yes	no
[70-80)	6	30	3	39	0	0	0	Other	Musculoskeletal	Respiratory	Diabetes	no	no	no	yes	yes
[80-90)	4	45	2	21	0	0	0	Missing	Circulatory	Circulatory	Diabetes	no	no	no	yes	yes
[40-50)	3	38	0	3	0	1	0	Other	Other	Diabetes	Other	no	no	no	no	no
[60-70)	1	1	1	10	0	0	0	Other	Musculoskeletal	Diabetes	Other	no	no	no	no	no
[70-80)	4	64	0	13	0	0	0	Missing	Respiratory	Other	Diabetes	no	no	no	no	no
[80-90)	6	19	4	37	0	0	2	Missing	Injury	Other	Other	normal	no	yes	yes	no
[70-80)	12	67	1	27	1	0	1	Missing	Circulatory	Respiratory	Diabetes	high	no	no	yes	yes
[70-80)	8	63	1	11	0	0	0	InternalMedicine	Digestive	Other	Circulatory	no	normal	no	yes	no
[70-80)	10	59	1	19	0	0	0	InternalMedicine	Other	Other	Diabetes	no	no	yes	yes	no
[50-60)	3	38	0	12	0	0	0	Missing	Diabetes	Other	Respiratory	no	no	yes	yes	no
[70-80)	6	77	0	18	0	1	0	InternalMedicine	Circulatory	Other	Circulatory	no	no	no	no	yes
[50-60)	4	57	5	23	0	0	0	Surgery	Digestive	Respiratory	Digestive	no	no	no	no	no
[50-60)	2	35	1	18	1	1	0	Missing	Circulatory	Circulatory	Other	no	no	no	yes	yes
[50-60)	1	32	3	16	0	0	0	Missing	Respiratory	Respiratory	Diabetes	no	normal	no	yes	no
[80-90)	4	46	0	19	2	3	0	Other	Other	Circulatory	Other	no	normal	no	yes	yes
[50-60)	6	45	0	19	1	2	0	Missing	Circulatory	Other	Circulatory	no	no	yes	yes	no
[70-80)	5	56	2	23	2	0	0	Missing	Musculoskeletal	Circulatory	Circulatory	no	no	yes	yes	yes
[60-70)	6	42	0	30	0	0	0	InternalMedicine	Circulatory	Circulatory	Diabetes	no	no	yes	yes	no
[80-90)	1	20	0	6	0	0	0	Missing	Circulatory	Other	Circulatory	no	no	no	no	no
[80-90)	3	11	0	7	0	1	0	Missing	Circulatory	Circulatory	Diabetes	no	no	yes	yes	yes
[70-80)	2	43	4	15	0	0	0	Missing	Circulatory	Circulatory	Circulatory	no	high	no	yes	no
[50-60)	1	47	6	10	0	0	0	Surgery	Musculoskeletal	Musculoskeletal	Diabetes	no	no	no	no	no
[70-80)	4	36	3	12	0	0	0	Missing	Circulatory	Circulatory	Diabetes	no	no	no	yes	no
[70-80)	5	35	6	23	0	1	0	Cardiology	Circulatory	Circulatory	Circulatory	no	no	yes	yes	yes
[40-50)	7	59	1	16	0	0	0	Missing	Diabetes	Other	Other	no	no	no	yes	yes
[70-80)	3	43	5	25	0	0	0	InternalMedicine	Circulatory	Other	Diabetes	no	no	yes	yes	yes
[40-50)	1	1	1	20	0	0	0	Missing	Musculoskeletal	Diabetes	Other	no	no	no	yes	no
[60-70)	3	74	0	19	0	0	0	Missing	Respiratory	Respiratory	Other	no	high	yes	yes	no
[50-60)	6	50	6	14	0	0	0	Missing	Circulatory	Circulatory	Diabetes	no	high	no	no	yes
[80-90)	6	55	0	18	0	0	0	Missing	Other	Other	Other	no	high	yes	yes	yes
[80-90)	6	40	3	10	0	2	0	Missing	Musculoskeletal	Other	Circulatory	no	no	no	yes	no
[70-80)	3	2	0	12	0	0	0	Missing	Circulatory	Other	Other	no	no	no	yes	yes
[70-80)	3	71	5	19	0	0	0	Missing	Circulatory	Circulatory	Other	no	no	yes	yes	no
[80-90)	12	37	2	11	0	3	0	Other	Other	Other	Other	no	no	no	yes	yes
[70-80)	7	60	6	10	1	4	0	Missing	Digestive	Digestive	Other	no	no	no	no	yes
[40-50)	6	44	0	21	0	0	0	Missing	Respiratory	Respiratory	Diabetes	no	normal	no	yes	no
[80-90)	6	1	0	20	0	1	1	Emergency/Trauma	Respiratory	Circulatory	Circulatory	no	no	no	yes	no
[70-80)	10	39	1	20	0	1	0	Other	Other	Other	Circulatory	no	no	yes	yes	no
[60-70)	9	52	1	16	0	0	0	InternalMedicine	Respiratory	Circulatory	Diabetes	no	no	no	yes	no
[60-70)	1	20	1	3	0	0	0	InternalMedicine	Injury	Other	Diabetes	no	no	no	no	yes
[70-80)	2	51	0	7	0	1	1	Missing	Circulatory	Other	Other	no	no	yes	yes	no
[60-70)	6	30	2	11	0	0	0	Other	Diabetes	Digestive	Digestive	no	no	yes	yes	no
[80-90)	4	30	2	3	0	0	0	Missing	Circulatory	Other	Other	no	no	no	no	no
[80-90)	3	73	0	7	3	0	2	Missing	Digestive	Other	Other	no	high	no	yes	no
[70-80)	11	78	0	13	0	4	0	Family/GeneralPractice	Respiratory	Circulatory	Other	no	no	no	no	yes
[60-70)	7	43	3	20	1	2	2	Missing	Respiratory	Circulatory	Other	high	no	no	no	yes
[40-50)	8	4	0	14	0	0	0	Missing	Musculoskeletal	Other	Other	no	no	no	yes	no
[60-70)	10	38	1	13	0	1	0	InternalMedicine	Diabetes	Other	Musculoskeletal	no	no	yes	yes	no
[80-90)	4	60	0	19	0	0	0	Emergency/Trauma	Other	Other	Diabetes	no	no	yes	yes	yes
[50-60)	2	33	3	11	1	1	0	Cardiology	Respiratory	Circulatory	Other	no	no	no	yes	no
[80-90)	3	59	0	10	0	0	0	Missing	Circulatory	Circulatory	Other	no	no	no	no	no
[60-70)	4	36	3	26	0	1	0	Other	Musculoskeletal	Other	Other	no	normal	no	no	no

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