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
[50-60)	3	61	0	11	0	0	0	Emergency/Trauma	Other	Other	Diabetes	no	no	yes	yes	no
[80-90)	2	40	1	18	0	1	0	InternalMedicine	Other	Other	Diabetes	no	no	yes	yes	no
[90-100)	5	15	0	9	0	0	0	Missing	Injury	Other	Other	high	no	no	no	no
[60-70)	4	60	0	14	0	0	0	Missing	Other	Diabetes	Circulatory	high	no	no	yes	no
[40-50)	10	46	2	26	0	0	0	Missing	Diabetes	Other	Circulatory	no	no	yes	yes	yes
[70-80)	6	64	3	48	0	1	0	Cardiology	Circulatory	Circulatory	Circulatory	no	normal	yes	yes	no
[50-60)	2	60	0	12	0	0	0	Cardiology	Circulatory	Circulatory	Musculoskeletal	no	high	no	yes	yes
[50-60)	1	80	1	12	0	0	0	InternalMedicine	Other	Other	Diabetes	no	high	yes	yes	no
[90-100)	6	41	2	10	1	2	1	Other	Other	Other	Circulatory	no	normal	no	no	yes
[90-100)	4	58	0	17	0	2	0	InternalMedicine	Diabetes	Other	Circulatory	no	high	no	yes	yes
[60-70)	2	64	1	23	0	0	0	Other	Other	Other	Diabetes	no	no	no	yes	no
[40-50)	9	39	1	22	0	3	0	Other	Digestive	Respiratory	Other	no	no	no	no	yes
[70-80)	6	60	2	29	0	0	0	Missing	Other	Other	Other	no	no	no	yes	no
[50-60)	9	77	2	19	0	0	0	Emergency/Trauma	Digestive	Circulatory	Other	no	no	yes	yes	no
[70-80)	1	36	1	4	0	0	0	Missing	Diabetes	Other	Other	no	no	no	yes	yes
[70-80)	4	59	0	10	0	1	0	Missing	Circulatory	Other	Other	no	no	no	no	no
[70-80)	2	2	3	5	0	5	0	InternalMedicine	Circulatory	Respiratory	Diabetes	no	no	no	no	yes
[40-50)	2	9	3	10	0	0	0	Cardiology	Circulatory	Circulatory	Circulatory	no	no	no	yes	no
[50-60)	2	32	0	8	0	0	0	Family/GeneralPractice	Respiratory	Diabetes	Circulatory	no	no	no	no	no
[60-70)	4	37	3	23	0	1	0	InternalMedicine	Digestive	Circulatory	Other	no	no	yes	yes	no
[80-90)	8	47	1	24	3	6	0	Surgery	Injury	Circulatory	Other	no	no	yes	yes	no
[60-70)	3	40	0	12	0	1	0	Missing	Other	Other	Other	no	no	no	yes	yes
[70-80)	4	69	6	51	0	0	0	Other	Circulatory	Circulatory	Circulatory	no	high	yes	yes	no
[40-50)	4	33	3	21	1	0	0	Other	Injury	Other	Circulatory	no	no	no	yes	no
[80-90)	4	53	0	12	0	4	0	Missing	Digestive	Diabetes	Other	no	no	no	no	yes
[80-90)	1	29	0	10	0	2	0	Missing	Digestive	Digestive	Respiratory	no	no	no	no	yes
[70-80)	9	61	4	19	0	0	0	Missing	Injury	Injury	Other	no	no	no	no	no
[60-70)	8	62	6	32	0	0	0	Surgery	Circulatory	Respiratory	Respiratory	no	no	yes	yes	no
[70-80)	3	63	0	17	0	0	0	InternalMedicine	Other	Other	Other	no	no	no	yes	no
[80-90)	4	41	0	12	0	0	0	Missing	Respiratory	Respiratory	Diabetes	no	no	no	no	no
[60-70)	4	67	0	22	0	0	0	Missing	Other	Other	Circulatory	no	no	yes	yes	yes
[40-50)	3	35	3	9	0	1	0	InternalMedicine	Other	Diabetes	Diabetes	no	high	no	yes	yes
[70-80)	3	14	0	3	0	0	0	Cardiology	Circulatory	Circulatory	Diabetes	no	no	no	no	no
[60-70)	5	45	2	17	0	1	0	Other	Other	Other	Other	no	no	yes	yes	no
[80-90)	5	51	0	27	0	0	0	Missing	Respiratory	Circulatory	Circulatory	no	no	yes	yes	no
[70-80)	3	34	3	13	0	0	0	Missing	Circulatory	Circulatory	Circulatory	no	no	yes	yes	no
[50-60)	6	63	0	21	0	6	3	Missing	Respiratory	Diabetes	Other	no	no	no	yes	yes
[50-60)	2	2	2	26	0	0	0	Missing	Musculoskeletal	Other	Digestive	no	no	no	no	yes
[60-70)	4	33	0	11	0	0	0	Missing	Diabetes	Circulatory	Circulatory	no	no	yes	yes	yes
[40-50)	3	1	1	16	0	0	0	Missing	Other	Other	Diabetes	no	no	yes	yes	no
[40-50)	1	70	0	10	0	0	0	InternalMedicine	Respiratory	Diabetes	Other	no	high	yes	yes	yes
[80-90)	1	9	0	14	3	2	0	Missing	Circulatory	Circulatory	Circulatory	no	high	no	yes	yes
[70-80)	6	58	2	16	0	0	0	Surgery	Diabetes	Other	Circulatory	no	no	no	yes	no
[80-90)	4	52	0	16	4	1	0	Missing	Other	Other	Other	no	no	yes	yes	no
[60-70)	7	50	0	23	0	0	0	InternalMedicine	Respiratory	Other	Circulatory	no	no	yes	yes	no
[60-70)	2	70	1	10	0	0	0	InternalMedicine	Other	Other	Diabetes	no	no	no	yes	no
[70-80)	2	25	0	4	0	0	0	Missing	Other	Other	Diabetes	no	no	no	yes	no
[50-60)	6	26	3	3	0	0	0	Other	Injury	Injury	Injury	no	high	no	no	no
[60-70)	4	66	1	30	0	1	0	Cardiology	Digestive	Diabetes	Circulatory	no	no	no	yes	no
[70-80)	1	37	2	24	0	0	0	Surgery	Other	Other	Respiratory	no	no	no	no	no
[60-70)	2	35	0	15	0	1	0	Surgery	Injury	Digestive	Circulatory	no	no	yes	yes	no
[70-80)	5	33	0	6	0	0	0	Emergency/Trauma	Other	Circulatory	Other	no	no	no	no	yes
[90-100)	3	66	0	14	0	0	0	Missing	Respiratory	Other	Circulatory	no	no	yes	yes	no
[60-70)	2	55	6	24	3	2	0	Missing	Circulatory	Circulatory	Circulatory	no	no	yes	yes	yes
[60-70)	1	39	0	7	0	0	0	Missing	Other	Other	Diabetes	no	normal	no	no	no
[50-60)	3	48	6	14	0	0	0	Missing	Circulatory	Circulatory	Circulatory	no	no	no	yes	yes
[40-50)	1	35	6	25	0	0	0	Cardiology	Circulatory	Circulatory	Other	no	normal	no	no	no
[60-70)	3	8	3	5	0	1	0	Emergency/Trauma	Digestive	Other	Other	no	no	no	no	yes
[60-70)	11	39	0	21	0	1	0	Missing	Other	Circulatory	Circulatory	no	no	yes	yes	no
[70-80)	2	66	0	10	0	0	0	Missing	Other	Circulatory	Circulatory	no	no	no	no	no
[80-90)	2	34	0	9	0	0	0	Cardiology	Other	Other	Diabetes	no	no	no	no	yes
[50-60)	2	52	0	12	0	0	0	Missing	Other	Respiratory	Other	no	no	no	yes	no
[50-60)	7	51	5	23	0	0	1	InternalMedicine	Respiratory	Respiratory	Circulatory	no	no	no	yes	no
[80-90)	1	17	0	8	0	0	0	Missing	Respiratory	Respiratory	Circulatory	no	no	no	no	no
[60-70)	14	51	0	27	0	0	0	InternalMedicine	Other	Other	Diabetes	no	no	yes	yes	yes
[40-50)	1	41	0	3	0	0	0	Emergency/Trauma	Respiratory	Other	Diabetes	no	no	no	no	no
[70-80)	5	35	3	16	0	1	0	Missing	Circulatory	Circulatory	Diabetes	no	no	no	yes	yes
[60-70)	2	38	3	10	0	0	0	InternalMedicine	Digestive	Other	Circulatory	no	no	no	no	no
[80-90)	5	23	1	16	1	2	0	Other	Respiratory	Respiratory	Other	high	no	yes	yes	yes
[40-50)	3	42	0	17	0	1	0	Missing	Respiratory	Other	Diabetes	no	no	no	no	no
[80-90)	2	16	0	10	0	2	0	Family/GeneralPractice	Circulatory	Other	Respiratory	high	no	yes	yes	yes
[80-90)	4	51	0	14	0	0	0	Missing	Circulatory	Other	Respiratory	no	no	no	yes	yes
[80-90)	4	64	1	20	0	1	0	Surgery	Digestive	Circulatory	Circulatory	high	no	no	yes	yes
[60-70)	9	63	5	24	0	0	0	Missing	Digestive	Other	Other	no	no	no	yes	no
[50-60)	1	44	1	9	0	0	0	Missing	Circulatory	Other	Circulatory	no	no	no	yes	no
[60-70)	1	49	6	16	0	0	0	Missing	Circulatory	Diabetes	Circulatory	no	no	yes	yes	yes
[80-90)	4	36	0	8	0	0	0	Missing	Circulatory	Circulatory	Circulatory	no	no	no	yes	yes
[70-80)	7	58	4	31	0	0	0	Other	Musculoskeletal	Musculoskeletal	Diabetes	no	no	yes	yes	no
[50-60)	9	43	5	38	1	1	1	Other	Circulatory	Circulatory	Circulatory	no	no	yes	yes	yes
[80-90)	5	54	1	4	0	1	0	Missing	Injury	Other	Diabetes	no	no	no	no	no
[60-70)	4	40	4	21	1	0	0	Missing	Circulatory	Circulatory	Circulatory	no	no	yes	yes	yes
[70-80)	3	11	0	9	0	0	0	Missing	Diabetes	Other	Missing	no	no	yes	yes	no
[50-60)	2	60	3	14	0	3	0	Cardiology	Respiratory	Digestive	Digestive	no	no	no	yes	yes
[40-50)	7	69	3	21	0	0	0	Other	Injury	Injury	Other	no	no	yes	yes	no
[40-50)	1	58	1	8	0	0	37	Emergency/Trauma	Other	Other	Musculoskeletal	no	no	yes	yes	no
[70-80)	3	60	2	17	0	0	0	Missing	Other	Circulatory	Circulatory	no	no	no	no	no
[80-90)	5	51	2	22	0	0	0	Other	Musculoskeletal	Other	Circulatory	no	no	no	yes	no
[50-60)	1	23	3	9	0	0	0	Missing	Circulatory	Circulatory	Diabetes	no	no	no	no	no
[60-70)	4	36	2	16	0	0	0	Missing	Other	Other	Other	no	no	no	no	no
[80-90)	8	90	0	15	0	0	0	Missing	Other	Other	Other	no	normal	yes	yes	no
[60-70)	1	3	0	6	0	0	0	Other	Respiratory	Respiratory	Respiratory	no	no	yes	yes	yes
[70-80)	3	49	0	12	0	0	0	Missing	Other	Circulatory	Other	no	no	yes	yes	yes
[60-70)	3	68	3	14	0	0	0	Missing	Circulatory	Diabetes	Circulatory	no	high	yes	yes	no
[50-60)	2	37	3	17	0	0	0	InternalMedicine	Other	Digestive	Digestive	no	no	yes	yes	no
[80-90)	3	59	0	18	0	0	0	Missing	Respiratory	Other	Diabetes	no	no	yes	yes	yes
[50-60)	3	40	0	15	0	0	0	InternalMedicine	Respiratory	Respiratory	Diabetes	no	no	yes	yes	yes
[40-50)	10	25	2	27	0	5	2	Missing	Other	Diabetes	Other	high	no	yes	yes	yes
[70-80)	9	50	1	11	0	0	0	Missing	Other	Other	Diabetes	no	no	no	no	yes
[70-80)	8	53	3	11	0	1	0	Other	Other	Musculoskeletal	Diabetes	no	normal	no	yes	no
[50-60)	1	39	1	11	0	0	0	Missing	Injury	Circulatory	Other	no	no	no	no	yes

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