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
[40-50)	1	51	2	11	0	2	1	InternalMedicine	Diabetes	Other	Other	no	high	no	yes	yes
[60-70)	1	26	0	10	0	1	1	Other	Other	Other	Diabetes	no	no	no	yes	no
[60-70)	2	54	1	17	1	1	0	InternalMedicine	Other	Circulatory	Respiratory	no	no	no	yes	yes
[40-50)	2	46	3	16	0	0	0	InternalMedicine	Circulatory	Circulatory	Diabetes	no	no	no	no	no
[60-70)	4	50	3	12	0	1	0	InternalMedicine	Injury	Respiratory	Respiratory	no	no	yes	yes	no
[80-90)	2	1	0	5	0	0	0	Emergency/Trauma	Other	Respiratory	Other	no	no	no	no	no
[50-60)	2	39	0	17	0	1	0	Missing	Circulatory	Other	Circulatory	no	no	no	yes	no
[50-60)	3	21	0	12	0	1	0	Other	Other	Other	Other	no	no	no	yes	no
[90-100)	1	70	1	19	0	0	0	Missing	Circulatory	Circulatory	Other	no	no	no	yes	no
[70-80)	12	68	0	32	0	0	0	Missing	Circulatory	Other	Respiratory	no	no	yes	yes	no
[70-80)	5	65	0	8	0	0	0	InternalMedicine	Diabetes	Other	Other	high	no	no	yes	no
[80-90)	5	59	0	15	0	0	0	Missing	Musculoskeletal	Musculoskeletal	Other	no	high	no	yes	no
[80-90)	4	50	3	14	0	0	0	Cardiology	Circulatory	Diabetes	Circulatory	no	no	yes	yes	yes
[70-80)	5	74	2	17	0	1	0	InternalMedicine	Digestive	Digestive	Circulatory	normal	no	no	no	yes
[60-70)	5	55	2	14	0	0	0	Missing	Other	Respiratory	Circulatory	no	no	no	yes	yes
[70-80)	6	67	1	21	0	0	0	Family/GeneralPractice	Diabetes	Other	Circulatory	no	no	no	yes	no
[60-70)	2	21	0	16	0	1	2	Missing	Circulatory	Other	Respiratory	normal	no	yes	yes	no
[90-100)	5	37	0	24	1	0	0	Missing	Respiratory	Other	Other	no	no	yes	yes	yes
[60-70)	7	61	6	27	0	0	0	Cardiology	Circulatory	Circulatory	Other	no	no	yes	yes	no
[60-70)	14	81	3	35	0	0	0	Other	Respiratory	Respiratory	Respiratory	no	high	yes	yes	no
[70-80)	7	55	0	18	1	3	0	Missing	Circulatory	Circulatory	Circulatory	no	no	no	no	yes
[40-50)	1	56	1	12	0	0	0	Other	Other	Other	Other	no	high	yes	yes	no
[50-60)	5	78	1	12	0	3	0	Family/GeneralPractice	Other	Respiratory	Other	no	no	no	no	yes
[70-80)	13	36	3	23	1	0	1	Missing	Musculoskeletal	Respiratory	Circulatory	no	no	yes	yes	yes
[50-60)	14	38	0	17	0	1	0	Missing	Other	Circulatory	Circulatory	no	no	yes	yes	yes
[80-90)	12	15	0	9	1	2	0	Family/GeneralPractice	Other	Other	Circulatory	no	high	no	yes	no
[70-80)	5	38	0	19	0	0	0	Missing	Respiratory	Respiratory	Diabetes	no	no	yes	yes	no
[70-80)	1	16	0	13	0	6	0	Other	Other	Circulatory	Circulatory	no	no	yes	yes	no
[80-90)	5	51	0	18	0	2	0	InternalMedicine	Circulatory	Circulatory	Circulatory	no	no	no	yes	yes
[70-80)	2	53	2	14	0	0	0	Missing	Circulatory	Other	Other	no	normal	no	yes	yes
[60-70)	5	35	1	8	3	1	0	Missing	Digestive	Digestive	Other	no	no	yes	yes	yes
[60-70)	3	20	2	43	0	1	0	Other	Musculoskeletal	Diabetes	Other	no	no	no	yes	yes
[60-70)	6	1	0	13	0	0	0	Missing	Other	Other	Other	no	no	no	yes	no
[80-90)	1	4	0	11	0	0	0	Missing	Circulatory	Respiratory	Other	no	no	no	no	no
[60-70)	3	62	2	17	0	0	0	Missing	Respiratory	Circulatory	Circulatory	no	normal	yes	yes	no
[80-90)	5	49	2	16	2	0	0	Missing	Injury	Other	Musculoskeletal	no	normal	no	yes	no
[80-90)	9	77	0	29	1	1	1	Emergency/Trauma	Respiratory	Respiratory	Other	no	no	yes	yes	no
[50-60)	1	26	2	27	1	0	0	Other	Musculoskeletal	Circulatory	Diabetes	no	no	yes	yes	yes
[60-70)	1	54	0	13	0	0	0	InternalMedicine	Respiratory	Diabetes	Other	no	no	no	yes	no
[70-80)	3	33	0	10	0	0	0	Missing	Musculoskeletal	Respiratory	Circulatory	no	no	no	yes	yes
[50-60)	4	18	5	20	0	0	0	Other	Musculoskeletal	Circulatory	Respiratory	no	no	no	yes	no
[80-90)	11	26	0	24	0	0	0	Missing	Respiratory	Other	Circulatory	high	no	yes	yes	no
[60-70)	5	20	1	18	2	0	0	Other	Musculoskeletal	Diabetes	Other	no	no	yes	yes	yes
[70-80)	6	53	6	18	0	0	0	Missing	Circulatory	Circulatory	Circulatory	no	no	no	yes	yes
[60-70)	7	39	6	16	0	2	0	Other	Other	Circulatory	Other	no	no	no	yes	no
[50-60)	3	1	1	7	0	0	0	Missing	Injury	Respiratory	Respiratory	no	no	no	no	no
[60-70)	6	51	1	12	0	0	0	Missing	Digestive	Diabetes	Circulatory	no	no	no	yes	no
[80-90)	5	38	1	29	0	1	0	Other	Injury	Other	Circulatory	no	no	no	no	no
[80-90)	4	54	0	17	0	0	0	Missing	Digestive	Other	Circulatory	no	no	no	no	no
[70-80)	8	63	0	19	0	0	0	Cardiology	Circulatory	Circulatory	Circulatory	no	no	no	yes	no
[60-70)	8	52	1	21	0	0	0	Missing	Respiratory	Other	Other	no	no	no	yes	yes
[60-70)	2	14	0	11	0	0	0	Missing	Circulatory	Other	Circulatory	no	no	yes	yes	yes
[60-70)	7	54	4	22	0	0	0	Emergency/Trauma	Digestive	Circulatory	Circulatory	no	high	yes	yes	no
[60-70)	2	46	1	15	0	0	0	Missing	Other	Other	Circulatory	no	no	no	no	no
[60-70)	4	60	0	20	1	1	1	Family/GeneralPractice	Respiratory	Other	Other	no	no	yes	yes	no
[60-70)	4	31	1	15	0	3	0	Surgery	Other	Other	Other	no	no	no	yes	no
[70-80)	7	40	5	22	0	1	0	Missing	Circulatory	Circulatory	Circulatory	no	no	no	yes	no
[60-70)	10	24	2	15	0	1	0	Missing	Other	Respiratory	Other	no	no	yes	yes	no
[80-90)	6	1	1	19	0	0	0	Family/GeneralPractice	Circulatory	Other	Other	no	no	yes	yes	yes
[80-90)	3	1	1	26	0	0	0	Missing	Circulatory	Circulatory	Respiratory	no	no	yes	yes	no
[60-70)	5	69	0	26	0	0	0	InternalMedicine	Circulatory	Circulatory	Circulatory	no	high	yes	yes	no
[40-50)	11	49	5	48	0	2	2	InternalMedicine	Other	Other	Respiratory	no	no	yes	yes	no
[50-60)	8	33	3	34	0	0	0	Other	Musculoskeletal	Diabetes	Circulatory	no	no	yes	yes	yes
[60-70)	9	52	3	26	0	0	0	Missing	Diabetes	Circulatory	Other	no	no	no	no	yes
[70-80)	2	20	1	4	0	0	0	Other	Other	Other	Diabetes	no	no	no	no	no
[70-80)	1	9	0	13	0	1	2	InternalMedicine	Other	Circulatory	Circulatory	no	no	no	yes	no
[50-60)	9	75	2	17	0	0	0	Missing	Other	Circulatory	Other	no	normal	yes	yes	no
[70-80)	4	55	2	20	0	0	0	Missing	Injury	Other	Circulatory	no	no	no	no	no
[50-60)	10	82	1	23	0	1	0	InternalMedicine	Other	Other	Other	no	high	yes	yes	yes
[60-70)	1	2	0	11	1	2	0	Missing	Digestive	Other	Other	no	no	yes	yes	yes
[50-60)	8	19	0	12	0	0	0	Missing	Circulatory	Circulatory	Diabetes	no	no	yes	yes	yes
[80-90)	3	18	0	7	2	1	1	Missing	Other	Circulatory	Diabetes	normal	no	no	yes	yes
[50-60)	5	46	0	9	0	5	0	Missing	Other	Diabetes	Circulatory	normal	no	no	no	yes
[70-80)	11	38	1	23	0	0	0	Missing	Respiratory	Respiratory	Diabetes	no	no	no	yes	yes
[60-70)	3	32	0	16	0	0	0	Emergency/Trauma	Musculoskeletal	Other	Circulatory	no	no	yes	yes	yes
[70-80)	3	27	1	14	0	0	0	Missing	Respiratory	Other	Diabetes	no	no	yes	yes	no
[80-90)	1	37	1	26	1	0	0	Other	Other	Other	Other	no	no	yes	yes	no
[80-90)	3	72	0	18	0	0	0	Missing	Other	Other	Diabetes	no	no	yes	yes	yes
[60-70)	5	36	0	18	0	4	0	Missing	Respiratory	Other	Other	high	no	yes	yes	yes
[70-80)	3	37	2	20	0	0	0	Other	Musculoskeletal	Diabetes	Circulatory	no	no	yes	yes	no
[70-80)	3	35	1	9	0	3	0	InternalMedicine	Circulatory	Circulatory	Circulatory	no	high	no	no	yes
[80-90)	1	47	0	15	3	6	1	Missing	Respiratory	Circulatory	Circulatory	no	high	yes	yes	yes
[60-70)	1	44	0	4	0	0	0	Family/GeneralPractice	Injury	Other	Circulatory	no	no	no	no	no
[70-80)	7	71	0	25	0	0	0	Emergency/Trauma	Respiratory	Circulatory	Diabetes	no	no	yes	yes	no
[60-70)	4	70	0	15	0	0	0	Emergency/Trauma	Other	Other	Other	no	high	yes	yes	no
[50-60)	4	51	1	11	0	1	0	InternalMedicine	Circulatory	Circulatory	Circulatory	no	no	no	yes	no
[90-100)	4	30	0	6	0	0	0	Missing	Circulatory	Other	Circulatory	no	high	yes	yes	yes
[70-80)	5	51	0	22	0	0	0	Emergency/Trauma	Circulatory	Circulatory	Circulatory	no	high	no	no	yes
[60-70)	1	1	2	4	2	0	0	Cardiology	Circulatory	Circulatory	Circulatory	no	no	yes	yes	yes
[80-90)	1	37	4	14	0	0	0	Cardiology	Circulatory	Diabetes	Circulatory	no	no	no	yes	yes
[50-60)	3	70	0	20	0	0	0	Missing	Other	Other	Other	no	no	no	yes	no
[80-90)	13	78	6	22	0	0	0	Family/GeneralPractice	Other	Circulatory	Circulatory	no	no	no	no	no
[70-80)	5	54	6	37	0	0	0	Missing	Circulatory	Circulatory	Respiratory	no	no	yes	yes	no
[80-90)	2	12	0	9	0	0	0	Missing	Diabetes	Circulatory	Other	no	normal	yes	yes	no
[50-60)	3	46	0	8	2	0	0	Missing	Circulatory	Musculoskeletal	Other	no	no	yes	yes	no
[40-50)	5	57	0	13	0	0	0	Missing	Diabetes	Other	Circulatory	no	no	yes	yes	no
[60-70)	3	19	1	11	0	1	0	Other	Injury	Diabetes	Circulatory	no	no	yes	yes	no
[70-80)	1	44	1	17	0	0	0	InternalMedicine	Circulatory	Circulatory	Other	no	no	no	yes	no
[50-60)	3	78	1	18	0	0	0	InternalMedicine	Other	Digestive	Other	no	high	no	yes	yes
[70-80)	4	67	0	15	0	0	0	InternalMedicine	Other	Respiratory	Circulatory	no	no	no	yes	no

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