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
[70-80)	1	4	0	4	0	0	0	Missing	Circulatory	Other	Diabetes	no	no	no	yes	no
[90-100)	2	32	1	13	0	0	0	Missing	Injury	Injury	Other	no	no	no	no	no
[90-100)	4	22	2	10	0	0	0	Missing	Digestive	Other	Diabetes	no	no	no	yes	no
[50-60)	5	53	4	51	0	1	0	Surgery	Circulatory	Circulatory	Circulatory	no	no	yes	yes	no
[60-70)	12	81	4	27	0	0	0	Missing	Diabetes	Other	Circulatory	no	normal	yes	yes	no
[50-60)	4	1	0	8	0	3	0	Emergency/Trauma	Other	Respiratory	Diabetes	no	no	no	no	yes
[70-80)	5	32	4	23	0	0	0	Missing	Circulatory	Circulatory	Circulatory	no	no	yes	yes	no
[70-80)	4	39	0	8	0	0	0	Family/GeneralPractice	Respiratory	Circulatory	Diabetes	no	no	no	no	no
[70-80)	1	9	1	12	0	0	0	Other	Other	Other	Circulatory	normal	no	yes	yes	yes
[60-70)	7	55	6	49	1	0	0	Other	Circulatory	Other	Circulatory	no	no	yes	yes	yes
[70-80)	2	13	0	11	0	0	0	Missing	Diabetes	Other	Other	normal	no	no	no	no
[70-80)	1	34	1	19	0	0	0	Missing	Circulatory	Diabetes	Circulatory	no	no	no	yes	no
[70-80)	5	19	1	19	0	0	0	Missing	Respiratory	Respiratory	Diabetes	high	no	yes	yes	no
[60-70)	5	43	0	15	0	0	0	Emergency/Trauma	Circulatory	Other	Diabetes	no	no	yes	yes	no
[50-60)	2	45	3	16	0	0	1	InternalMedicine	Other	Other	Diabetes	no	no	no	no	no
[80-90)	4	28	3	16	0	3	0	Missing	Circulatory	Circulatory	Other	no	no	yes	yes	no
[70-80)	7	66	0	29	0	0	0	Missing	Respiratory	Respiratory	Circulatory	no	no	no	no	no
[80-90)	1	6	0	10	2	0	0	Missing	Respiratory	Circulatory	Other	no	no	yes	yes	yes
[50-60)	2	51	3	14	0	0	0	InternalMedicine	Circulatory	Other	Circulatory	no	no	no	yes	no
[70-80)	6	32	3	15	0	0	0	Surgery	Other	Other	Other	no	no	no	no	no
[80-90)	1	49	0	9	0	1	2	InternalMedicine	Respiratory	Respiratory	Circulatory	no	no	no	yes	yes
[70-80)	3	59	0	8	0	0	1	Missing	Circulatory	Other	Diabetes	no	no	no	no	yes
[80-90)	9	72	2	23	0	0	0	Missing	Circulatory	Other	Other	no	high	yes	yes	no
[50-60)	1	47	5	10	0	0	0	Cardiology	Circulatory	Diabetes	Other	no	normal	no	no	no
[80-90)	3	61	0	17	0	0	0	Missing	Diabetes	Other	Circulatory	no	no	yes	yes	yes
[80-90)	5	55	3	15	1	1	0	Emergency/Trauma	Circulatory	Circulatory	Circulatory	no	normal	yes	yes	yes
[70-80)	7	64	0	20	0	0	0	Missing	Respiratory	Respiratory	Diabetes	no	no	yes	yes	no
[50-60)	8	54	3	22	4	1	0	Missing	Diabetes	Other	Circulatory	no	no	no	no	no
[70-80)	10	79	2	35	0	2	1	Emergency/Trauma	Circulatory	Respiratory	Other	no	no	yes	yes	no
[70-80)	5	14	2	16	0	0	0	Cardiology	Circulatory	Circulatory	Musculoskeletal	no	no	no	yes	no
[70-80)	1	40	0	7	0	0	0	Missing	Other	Circulatory	Diabetes	no	no	no	yes	no
[80-90)	5	47	0	13	1	4	0	InternalMedicine	Respiratory	Circulatory	Other	no	no	no	yes	yes
[40-50)	8	45	3	27	6	2	0	Missing	Other	Other	Other	no	no	no	no	yes
[50-60)	1	35	0	14	3	0	0	Missing	Other	Other	Diabetes	no	no	no	no	no
[80-90)	7	39	0	21	0	3	0	Family/GeneralPractice	Other	Respiratory	Other	no	no	yes	yes	yes
[80-90)	5	68	1	13	0	4	0	Family/GeneralPractice	Other	Respiratory	Other	no	no	no	yes	yes
[50-60)	5	53	2	27	1	4	2	InternalMedicine	Respiratory	Respiratory	Circulatory	no	no	no	no	no
[50-60)	3	39	2	4	0	0	0	Other	Injury	Respiratory	Digestive	no	no	no	no	no
[80-90)	7	40	1	31	2	0	0	Missing	Diabetes	Circulatory	Circulatory	no	no	yes	yes	yes
[60-70)	3	25	6	18	0	0	0	Emergency/Trauma	Circulatory	Circulatory	Circulatory	no	no	no	yes	no
[40-50)	6	58	0	10	0	1	0	Family/GeneralPractice	Other	Other	Digestive	no	no	no	yes	no
[50-60)	1	32	0	7	0	0	0	Missing	Respiratory	Respiratory	Diabetes	no	high	yes	yes	yes
[50-60)	5	45	4	17	1	2	0	Other	Musculoskeletal	Other	Musculoskeletal	no	high	yes	yes	no
[60-70)	4	51	0	22	0	3	0	Missing	Respiratory	Respiratory	Other	normal	no	no	yes	no
[50-60)	6	1	0	9	0	0	0	Missing	Digestive	Other	Circulatory	no	no	yes	yes	no
[60-70)	3	45	0	10	0	0	0	Family/GeneralPractice	Injury	Diabetes	Other	no	no	no	yes	no
[60-70)	5	34	5	17	0	0	0	Missing	Circulatory	Other	Diabetes	no	no	no	yes	yes
[70-80)	12	83	3	30	0	0	0	Other	Digestive	Injury	Circulatory	no	high	yes	yes	no
[60-70)	13	46	0	30	0	1	0	Missing	Other	Circulatory	Circulatory	no	high	yes	yes	no
[40-50)	1	38	0	6	2	0	0	Missing	Digestive	Circulatory	Diabetes	no	no	no	no	no
[80-90)	6	59	6	28	0	0	0	Missing	Circulatory	Other	Circulatory	no	normal	yes	yes	no
[90-100)	1	31	0	12	0	2	0	Missing	Circulatory	Circulatory	Circulatory	no	no	no	yes	yes
[40-50)	14	53	2	24	0	0	0	InternalMedicine	Other	Digestive	Other	no	no	no	yes	yes
[70-80)	3	25	0	8	0	0	1	Missing	Circulatory	Respiratory	Digestive	no	no	no	no	yes
[80-90)	4	19	0	9	0	3	0	Missing	Digestive	Circulatory	Circulatory	no	no	yes	yes	yes
[70-80)	6	60	3	13	0	0	0	Missing	Circulatory	Circulatory	Diabetes	no	no	yes	yes	no
[70-80)	1	17	1	11	0	0	0	Other	Other	Other	Other	normal	no	no	no	yes
[90-100)	10	5	0	7	0	0	0	Surgery	Circulatory	Circulatory	Circulatory	no	no	yes	yes	yes
[50-60)	3	41	0	19	0	2	0	Missing	Respiratory	Circulatory	Diabetes	no	high	no	no	yes
[50-60)	5	60	0	19	0	2	1	Missing	Respiratory	Other	Digestive	no	no	no	yes	yes
[40-50)	3	25	6	20	0	0	0	Missing	Circulatory	Circulatory	Other	no	normal	no	no	no
[90-100)	5	25	2	2	0	0	0	Emergency/Trauma	Circulatory	Other	Other	no	no	yes	yes	yes
[60-70)	6	52	1	21	0	0	0	InternalMedicine	Other	Other	Other	no	no	yes	yes	no
[40-50)	5	55	3	16	0	0	0	Missing	Digestive	Other	Circulatory	no	no	yes	yes	no
[60-70)	4	45	0	13	0	0	0	Missing	Circulatory	Digestive	Circulatory	no	no	yes	yes	yes
[50-60)	2	29	2	12	0	0	0	Missing	Circulatory	Other	Other	no	no	no	no	no
[60-70)	2	66	4	17	0	0	0	InternalMedicine	Circulatory	Circulatory	Respiratory	no	no	no	yes	yes
[60-70)	2	9	0	13	0	0	0	Missing	Circulatory	Other	Other	no	no	yes	yes	yes
[80-90)	11	81	5	43	0	0	0	InternalMedicine	Respiratory	Respiratory	Respiratory	no	high	yes	yes	no
[50-60)	8	70	1	21	0	1	0	Family/GeneralPractice	Musculoskeletal	Respiratory	Diabetes	no	no	yes	yes	yes
[60-70)	2	47	0	7	0	0	0	Missing	Circulatory	Circulatory	Diabetes	no	no	no	no	no
[50-60)	2	34	1	15	0	1	0	Other	Circulatory	Circulatory	Other	no	no	no	yes	no
[70-80)	2	48	0	10	0	0	0	Missing	Diabetes	Other	Other	no	no	no	yes	yes
[40-50)	3	41	0	5	0	0	0	Missing	Other	Diabetes	Missing	no	no	yes	yes	no
[80-90)	3	52	0	6	0	0	0	InternalMedicine	Other	Other	Other	no	no	no	yes	no
[70-80)	8	27	1	10	1	4	0	InternalMedicine	Circulatory	Circulatory	Other	no	no	no	no	no
[50-60)	4	39	1	13	0	0	0	Missing	Other	Respiratory	Other	no	normal	no	yes	no
[70-80)	3	63	0	10	0	0	0	Missing	Other	Other	Circulatory	no	no	no	no	no
[40-50)	5	25	6	19	0	0	0	Other	Circulatory	Circulatory	Injury	no	no	no	no	no
[40-50)	3	49	0	21	0	0	2	Missing	Respiratory	Respiratory	Other	no	no	yes	yes	no
[50-60)	4	39	2	18	0	1	0	Other	Diabetes	Circulatory	Respiratory	no	no	no	no	yes
[40-50)	2	65	0	6	0	0	0	Missing	Diabetes	Circulatory	Other	high	no	no	yes	yes
[70-80)	2	52	2	15	0	0	0	Emergency/Trauma	Circulatory	Circulatory	Other	no	no	no	yes	no
[70-80)	12	50	0	10	0	1	0	Other	Other	Injury	Diabetes	no	no	no	yes	yes
[50-60)	12	43	4	14	0	1	0	Missing	Respiratory	Other	Respiratory	no	no	no	yes	yes
[60-70)	4	48	0	10	0	0	0	Other	Other	Other	Other	no	no	yes	yes	no
[80-90)	2	34	3	6	0	0	0	Cardiology	Circulatory	Diabetes	Circulatory	no	no	no	yes	no
[70-80)	5	17	0	22	1	1	2	Family/GeneralPractice	Other	Other	Other	high	no	yes	yes	yes
[60-70)	11	51	0	22	0	0	0	InternalMedicine	Other	Circulatory	Other	no	no	yes	yes	no
[60-70)	7	41	3	27	0	3	0	Missing	Circulatory	Respiratory	Respiratory	no	no	yes	yes	yes
[60-70)	2	61	0	9	0	0	0	Missing	Circulatory	Circulatory	Diabetes	no	no	no	yes	no
[80-90)	4	52	1	26	0	0	0	Other	Musculoskeletal	Circulatory	Circulatory	no	high	yes	yes	yes
[50-60)	6	59	2	18	2	1	1	Missing	Respiratory	Respiratory	Respiratory	no	no	no	yes	no
[60-70)	2	42	3	17	0	0	0	Other	Circulatory	Circulatory	Circulatory	no	no	no	yes	no
[70-80)	5	58	0	15	0	1	0	Family/GeneralPractice	Circulatory	Other	Circulatory	no	normal	yes	yes	no
[60-70)	1	50	1	5	0	1	0	Surgery	Circulatory	Diabetes	Circulatory	no	no	no	no	no
[70-80)	8	65	2	28	0	0	2	Missing	Digestive	Circulatory	Circulatory	no	no	yes	yes	no
[60-70)	4	46	1	10	0	1	0	Missing	Other	Other	Other	no	no	no	yes	yes
[60-70)	3	34	0	4	0	0	0	Missing	Other	Other	Circulatory	no	no	no	no	no
[70-80)	1	40	0	9	0	0	0	Cardiology	Circulatory	Circulatory	Circulatory	no	no	no	yes	no

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