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)	9	69	0	13	0	1	0	InternalMedicine	Other	Other	Circulatory	no	normal	yes	yes	yes
[60-70)	3	75	1	16	0	0	0	Missing	Digestive	Other	Circulatory	no	no	no	no	no
[50-60)	4	28	1	22	0	0	0	Other	Musculoskeletal	Musculoskeletal	Other	no	no	yes	yes	yes
[70-80)	5	37	2	12	0	1	0	Cardiology	Digestive	Digestive	Other	no	no	no	no	yes
[70-80)	9	81	6	36	0	0	0	Cardiology	Circulatory	Circulatory	Respiratory	no	high	yes	yes	no
[60-70)	3	20	2	33	0	0	0	Surgery	Diabetes	Circulatory	Other	no	no	yes	yes	no
[60-70)	2	33	4	19	0	0	0	Missing	Other	Diabetes	Other	no	high	yes	yes	no
[60-70)	5	1	1	14	0	0	0	Missing	Musculoskeletal	Respiratory	Other	no	no	no	no	no
[70-80)	4	36	3	15	0	3	2	Emergency/Trauma	Injury	Circulatory	Other	no	no	no	yes	no
[60-70)	2	45	1	17	0	0	0	Missing	Digestive	Diabetes	Digestive	no	no	yes	yes	no
[80-90)	8	54	0	10	0	0	0	Missing	Other	Other	Other	no	normal	no	yes	yes
[40-50)	1	51	0	5	0	0	0	Missing	Digestive	Diabetes	Other	no	high	yes	yes	yes
[70-80)	3	42	0	10	1	0	0	Missing	Circulatory	Circulatory	Diabetes	no	high	yes	yes	yes
[60-70)	1	65	0	11	1	2	0	Missing	Circulatory	Circulatory	Other	no	no	no	no	yes
[70-80)	3	15	0	18	1	2	4	Missing	Respiratory	Circulatory	Diabetes	high	no	yes	yes	yes
[80-90)	6	69	0	19	0	0	0	Emergency/Trauma	Injury	Respiratory	Circulatory	no	no	no	yes	yes
[40-50)	5	64	0	19	0	3	2	Missing	Circulatory	Circulatory	Circulatory	no	no	no	yes	yes
[70-80)	2	20	1	22	0	0	0	Missing	Digestive	Other	Digestive	no	no	no	yes	no
[80-90)	1	10	5	6	0	0	0	Missing	Circulatory	Circulatory	Injury	no	no	no	no	yes
[80-90)	10	24	2	12	0	0	0	Other	Other	Other	Circulatory	no	no	no	no	yes
[70-80)	5	52	1	9	0	2	0	InternalMedicine	Injury	Diabetes	Other	no	no	no	yes	yes
[70-80)	5	76	2	21	0	1	0	Missing	Circulatory	Circulatory	Circulatory	no	no	no	yes	yes
[60-70)	3	41	1	15	0	2	0	Cardiology	Respiratory	Respiratory	Circulatory	no	no	yes	yes	yes
[60-70)	4	50	5	20	0	0	0	Family/GeneralPractice	Digestive	Other	Diabetes	no	no	yes	yes	yes
[80-90)	3	60	0	15	0	0	0	Missing	Other	Respiratory	Other	no	normal	no	yes	no
[70-80)	10	49	1	16	1	1	0	Other	Other	Other	Diabetes	no	no	no	yes	no
[60-70)	4	40	3	30	0	7	0	InternalMedicine	Other	Other	Other	high	no	no	no	yes
[40-50)	5	65	1	15	0	0	0	InternalMedicine	Diabetes	Circulatory	Circulatory	no	normal	yes	yes	yes
[90-100)	5	42	0	15	0	0	0	Family/GeneralPractice	Injury	Respiratory	Other	no	no	no	yes	no
[40-50)	1	41	0	10	0	0	0	InternalMedicine	Digestive	Circulatory	Digestive	no	no	no	yes	no
[60-70)	1	43	1	11	0	0	0	InternalMedicine	Diabetes	Circulatory	Digestive	no	no	no	yes	yes
[60-70)	4	36	2	10	0	0	0	Missing	Other	Other	Diabetes	no	normal	yes	yes	yes
[60-70)	3	36	0	7	2	0	0	Emergency/Trauma	Circulatory	Other	Circulatory	no	no	no	yes	no
[70-80)	2	15	0	11	0	0	0	Missing	Injury	Other	Musculoskeletal	no	no	no	no	no
[70-80)	10	58	1	24	0	0	0	Cardiology	Circulatory	Circulatory	Circulatory	no	high	yes	yes	yes
[80-90)	1	64	0	15	5	0	1	Missing	Circulatory	Circulatory	Diabetes	no	high	yes	yes	no
[60-70)	3	39	1	20	0	1	0	InternalMedicine	Digestive	Other	Other	no	no	yes	yes	yes
[50-60)	3	20	2	37	0	0	0	Other	Musculoskeletal	Circulatory	Digestive	no	no	yes	yes	no
[50-60)	2	55	0	16	0	1	0	Missing	Respiratory	Other	Circulatory	no	no	yes	yes	yes
[60-70)	8	35	3	25	0	0	0	Missing	Musculoskeletal	Circulatory	Respiratory	no	high	yes	yes	no
[60-70)	9	36	2	20	0	2	0	Other	Injury	Musculoskeletal	Other	no	no	yes	yes	yes
[50-60)	2	50	0	24	27	0	0	Missing	Respiratory	Circulatory	Other	no	high	yes	yes	yes
[60-70)	9	50	0	27	0	1	0	Other	Other	Respiratory	Other	no	no	no	no	no
[50-60)	5	35	1	29	2	2	1	Other	Respiratory	Other	Circulatory	no	no	no	yes	yes
[70-80)	1	40	6	13	1	0	1	Missing	Circulatory	Circulatory	Respiratory	no	no	no	yes	yes
[50-60)	2	26	0	11	0	1	0	Emergency/Trauma	Other	Respiratory	Diabetes	no	no	no	yes	no
[60-70)	2	45	2	27	0	0	0	Other	Circulatory	Other	Circulatory	no	no	no	yes	yes
[80-90)	6	61	3	17	0	2	0	Emergency/Trauma	Circulatory	Circulatory	Circulatory	no	no	yes	yes	yes
[50-60)	2	60	0	2	0	0	0	Emergency/Trauma	Other	Musculoskeletal	Other	no	normal	no	no	no
[80-90)	14	41	0	17	0	1	0	InternalMedicine	Respiratory	Circulatory	Circulatory	no	no	yes	yes	no
[70-80)	9	59	4	31	0	0	0	Missing	Circulatory	Other	Circulatory	no	no	yes	yes	no
[60-70)	1	55	0	11	0	0	0	Missing	Other	Circulatory	Circulatory	no	no	no	no	yes
[60-70)	11	41	3	25	1	4	0	InternalMedicine	Digestive	Other	Other	no	no	yes	yes	yes
[70-80)	6	42	3	32	5	1	0	Missing	Injury	Other	Diabetes	no	no	no	yes	no
[60-70)	3	44	0	20	0	1	0	Missing	Circulatory	Other	Other	no	no	yes	yes	no
[50-60)	2	42	1	12	0	0	3	Other	Injury	Circulatory	Other	no	no	no	no	yes
[80-90)	3	50	0	12	0	0	0	Family/GeneralPractice	Circulatory	Circulatory	Other	no	no	no	yes	no
[40-50)	4	32	1	9	0	3	0	Missing	Respiratory	Respiratory	Circulatory	no	no	no	no	yes
[80-90)	10	33	1	32	1	6	1	Missing	Respiratory	Circulatory	Diabetes	high	no	no	yes	yes
[70-80)	4	11	0	13	0	0	0	Missing	Circulatory	Other	Circulatory	no	no	no	yes	yes
[70-80)	3	40	0	6	0	0	0	Family/GeneralPractice	Other	Diabetes	Missing	no	high	yes	yes	no
[80-90)	4	64	0	18	0	0	0	Emergency/Trauma	Respiratory	Other	Diabetes	no	no	yes	yes	yes
[40-50)	1	72	0	14	0	1	0	Missing	Other	Other	Other	no	no	yes	yes	yes
[80-90)	1	38	0	14	1	0	0	Emergency/Trauma	Respiratory	Circulatory	Diabetes	no	no	yes	yes	yes
[80-90)	6	48	2	21	0	0	0	InternalMedicine	Diabetes	Circulatory	Diabetes	no	no	no	no	yes
[80-90)	8	44	3	29	0	2	0	InternalMedicine	Circulatory	Other	Other	no	no	yes	yes	yes
[70-80)	7	48	5	17	0	0	0	Other	Diabetes	Other	Other	no	no	no	yes	yes
[60-70)	5	56	0	10	0	1	0	Other	Other	Diabetes	Other	no	high	yes	yes	no
[50-60)	6	43	1	20	0	0	0	InternalMedicine	Other	Circulatory	Other	no	no	yes	yes	no
[50-60)	1	58	0	6	1	0	1	Missing	Respiratory	Other	Circulatory	no	no	no	no	no
[40-50)	4	36	0	13	2	5	1	Missing	Other	Diabetes	Digestive	no	no	no	no	yes
[80-90)	2	17	0	12	0	0	0	Missing	Other	Circulatory	Other	no	no	no	yes	no
[70-80)	2	39	3	17	1	0	0	Other	Circulatory	Circulatory	Other	no	no	no	yes	no
[80-90)	2	31	0	10	0	0	0	Emergency/Trauma	Respiratory	Respiratory	Circulatory	no	no	no	no	no
[70-80)	5	44	0	15	0	0	0	InternalMedicine	Circulatory	Other	Circulatory	no	no	yes	yes	yes
[60-70)	3	12	1	17	0	0	0	Missing	Musculoskeletal	Circulatory	Diabetes	no	no	no	yes	no
[50-60)	3	55	6	15	0	0	0	Missing	Circulatory	Circulatory	Diabetes	no	no	no	yes	no
[50-60)	2	28	1	15	0	3	0	Missing	Respiratory	Circulatory	Circulatory	no	no	yes	yes	no
[60-70)	1	5	4	14	1	0	0	Missing	Circulatory	Circulatory	Circulatory	no	no	no	no	no
[70-80)	4	53	1	18	0	3	0	Missing	Injury	Other	Other	no	no	yes	yes	yes
[90-100)	3	63	0	5	3	0	0	Missing	Other	Other	Other	no	normal	no	yes	no
[80-90)	3	29	0	10	0	0	0	Emergency/Trauma	Diabetes	Circulatory	Other	no	no	yes	yes	no
[60-70)	8	1	4	22	0	1	0	Emergency/Trauma	Respiratory	Circulatory	Other	no	no	yes	yes	yes
[80-90)	4	44	1	17	0	0	0	InternalMedicine	Digestive	Other	Respiratory	no	no	no	no	yes
[40-50)	1	40	0	13	0	3	0	Family/GeneralPractice	Circulatory	Respiratory	Other	no	high	no	yes	no
[70-80)	3	34	5	15	0	1	0	InternalMedicine	Circulatory	Diabetes	Other	no	no	no	yes	no
[60-70)	3	37	0	8	0	0	0	Missing	Respiratory	Respiratory	Other	no	no	yes	yes	yes
[50-60)	2	19	4	18	0	0	0	Other	Musculoskeletal	Circulatory	Other	no	no	no	yes	no
[60-70)	1	44	0	13	0	1	1	InternalMedicine	Respiratory	Diabetes	Circulatory	no	no	yes	yes	no
[70-80)	1	11	1	20	0	1	1	Missing	Circulatory	Respiratory	Other	no	no	no	no	no
[70-80)	2	30	2	18	0	0	0	Cardiology	Circulatory	Circulatory	Diabetes	no	no	yes	yes	yes
[50-60)	3	57	5	11	0	0	0	Missing	Other	Other	Other	no	no	no	yes	no
[80-90)	3	35	0	10	0	0	0	InternalMedicine	Other	Other	Other	no	no	no	yes	no
[60-70)	1	47	3	8	0	0	0	InternalMedicine	Circulatory	Circulatory	Diabetes	no	no	no	yes	no
[60-70)	5	51	2	16	0	0	0	Family/GeneralPractice	Digestive	Respiratory	Other	no	no	no	yes	no
[70-80)	5	46	1	12	0	0	0	Emergency/Trauma	Other	Respiratory	Other	no	high	yes	yes	no
[80-90)	10	60	4	24	0	0	0	Missing	Other	Other	Other	no	no	no	yes	no
[40-50)	1	49	3	12	0	0	0	Family/GeneralPractice	Respiratory	Other	Diabetes	no	no	yes	yes	no
[90-100)	9	36	0	13	0	0	0	Family/GeneralPractice	Other	Other	Other	no	no	yes	yes	yes
[80-90)	1	7	6	23	0	0	0	Cardiology	Circulatory	Diabetes	Circulatory	no	no	no	no	no

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