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)	2	16	2	14	3	6	2	Missing	Injury	Other	Respiratory	normal	no	no	no	yes
[70-80)	6	2	1	23	0	0	0	Missing	Musculoskeletal	Musculoskeletal	Diabetes	no	no	yes	yes	yes
[60-70)	12	33	0	17	0	4	3	InternalMedicine	Circulatory	Respiratory	Diabetes	no	no	no	no	no
[70-80)	5	73	0	16	0	0	0	Emergency/Trauma	Circulatory	Respiratory	Diabetes	no	high	yes	yes	no
[40-50)	5	58	1	22	0	0	0	Missing	Musculoskeletal	Other	Other	no	no	yes	yes	yes
[60-70)	3	17	0	5	0	0	0	Family/GeneralPractice	Respiratory	Diabetes	Other	normal	no	no	yes	no
[70-80)	8	23	2	17	0	2	0	Missing	Other	Circulatory	Respiratory	no	no	no	yes	no
[80-90)	1	66	4	15	0	1	0	Family/GeneralPractice	Digestive	Respiratory	Circulatory	no	no	no	no	yes
[60-70)	4	34	0	12	1	1	2	Missing	Other	Other	Circulatory	no	no	yes	yes	no
[50-60)	2	46	1	19	0	0	0	Missing	Digestive	Digestive	Diabetes	no	no	no	yes	no
[70-80)	6	65	0	13	2	0	1	Missing	Circulatory	Circulatory	Other	no	no	yes	yes	yes
[40-50)	2	41	1	10	0	0	0	Missing	Injury	Other	Other	no	no	yes	yes	no
[80-90)	2	47	0	12	0	0	0	Missing	Diabetes	Other	Circulatory	no	no	no	yes	no
[50-60)	3	51	1	16	0	0	0	InternalMedicine	Respiratory	Other	Other	no	no	yes	yes	yes
[50-60)	3	47	6	16	0	0	0	Missing	Circulatory	Circulatory	Diabetes	no	no	no	yes	yes
[60-70)	3	42	0	29	0	0	0	Missing	Respiratory	Other	Musculoskeletal	no	no	yes	yes	yes
[70-80)	3	2	0	10	1	1	0	Missing	Circulatory	Diabetes	Other	no	no	yes	yes	yes
[70-80)	2	58	0	15	2	0	0	Missing	Respiratory	Respiratory	Diabetes	no	no	no	yes	no
[70-80)	2	16	0	15	0	1	0	Missing	Respiratory	Other	Other	normal	no	no	no	yes
[60-70)	4	64	0	20	1	2	0	Other	Digestive	Respiratory	Diabetes	no	no	yes	yes	yes
[40-50)	7	22	1	4	0	0	0	Emergency/Trauma	Circulatory	Injury	Other	no	no	no	no	no
[70-80)	10	48	3	23	0	0	0	Missing	Injury	Injury	Injury	no	no	yes	yes	no
[60-70)	4	64	0	13	0	0	0	Missing	Circulatory	Diabetes	Circulatory	no	high	yes	yes	yes
[80-90)	11	18	0	11	0	0	0	Emergency/Trauma	Respiratory	Other	Other	no	no	no	yes	yes
[70-80)	4	62	0	14	0	0	0	InternalMedicine	Digestive	Circulatory	Circulatory	no	no	no	yes	no
[60-70)	4	64	0	13	0	0	0	Emergency/Trauma	Circulatory	Diabetes	Circulatory	no	high	yes	yes	yes
[60-70)	3	50	6	20	0	0	0	Emergency/Trauma	Circulatory	Circulatory	Other	no	high	yes	yes	no
[40-50)	3	12	0	14	0	1	0	Missing	Digestive	Other	Other	no	no	no	no	yes
[40-50)	7	65	3	21	0	5	0	Family/GeneralPractice	Digestive	Digestive	Digestive	no	no	yes	yes	yes
[90-100)	7	59	0	20	1	1	0	Missing	Respiratory	Respiratory	Circulatory	no	no	yes	yes	yes
[60-70)	3	43	1	20	0	0	0	Other	Musculoskeletal	Circulatory	Diabetes	no	no	yes	yes	no
[50-60)	2	45	0	16	0	0	0	InternalMedicine	Digestive	Other	Other	no	no	no	yes	yes
[70-80)	3	12	1	28	0	0	0	Other	Musculoskeletal	Diabetes	Other	no	no	no	yes	no
[70-80)	2	18	0	12	0	0	0	Other	Digestive	Digestive	Other	no	no	yes	yes	yes
[80-90)	6	43	0	21	0	0	0	Missing	Circulatory	Circulatory	Respiratory	no	no	yes	yes	yes
[60-70)	3	68	2	20	1	2	0	InternalMedicine	Digestive	Other	Other	no	no	no	yes	yes
[60-70)	4	43	2	11	0	0	1	InternalMedicine	Circulatory	Respiratory	Circulatory	no	high	no	yes	no
[50-60)	1	48	6	9	0	0	0	Cardiology	Circulatory	Diabetes	Circulatory	no	no	yes	yes	no
[80-90)	8	37	0	16	4	2	1	InternalMedicine	Respiratory	Respiratory	Other	no	no	no	no	yes
[70-80)	4	15	0	13	0	2	0	Surgery	Other	Other	Diabetes	no	no	yes	yes	yes
[40-50)	4	82	2	16	0	4	7	InternalMedicine	Injury	Other	Other	no	high	yes	yes	yes
[60-70)	1	33	0	1	0	1	0	Family/GeneralPractice	Digestive	Musculoskeletal	Diabetes	no	no	no	no	no
[60-70)	10	36	0	13	0	0	0	Other	Other	Other	Other	no	no	no	yes	no
[40-50)	14	36	1	22	0	2	1	Emergency/Trauma	Diabetes	Other	Other	no	no	yes	yes	no
[70-80)	2	44	0	24	0	2	0	Missing	Circulatory	Other	Other	no	no	yes	yes	yes
[60-70)	9	60	1	35	0	0	0	Missing	Musculoskeletal	Respiratory	Circulatory	no	no	yes	yes	no
[50-60)	1	49	0	10	0	0	0	InternalMedicine	Other	Diabetes	Other	no	no	no	yes	no
[60-70)	4	61	0	19	0	1	0	Missing	Respiratory	Respiratory	Other	no	no	yes	yes	yes
[70-80)	2	7	0	15	0	0	0	Missing	Respiratory	Respiratory	Circulatory	high	no	no	no	no
[70-80)	4	49	0	21	0	1	0	Missing	Respiratory	Other	Circulatory	no	high	yes	yes	no
[40-50)	1	40	0	7	0	0	0	Surgery	Respiratory	Diabetes	Circulatory	no	no	yes	yes	yes
[80-90)	6	61	3	22	0	1	0	Family/GeneralPractice	Digestive	Respiratory	Circulatory	no	no	no	no	no
[80-90)	8	58	1	20	0	1	0	InternalMedicine	Other	Other	Respiratory	no	no	no	no	no
[40-50)	3	60	2	35	0	3	0	Other	Digestive	Other	Other	no	no	no	yes	yes
[50-60)	4	36	0	9	0	0	0	Missing	Musculoskeletal	Other	Other	no	no	no	no	no
[70-80)	8	52	2	15	1	0	1	Missing	Digestive	Other	Digestive	no	no	yes	yes	no
[50-60)	4	32	2	37	0	0	0	Missing	Musculoskeletal	Other	Other	no	no	no	yes	no
[90-100)	1	26	3	24	0	1	0	Surgery	Circulatory	Other	Circulatory	no	no	no	yes	no
[70-80)	2	36	0	10	0	0	0	Missing	Digestive	Respiratory	Digestive	no	no	no	yes	yes
[60-70)	5	2	0	15	0	0	0	Missing	Circulatory	Other	Diabetes	no	no	no	yes	yes
[80-90)	2	40	4	16	0	0	0	Emergency/Trauma	Circulatory	Other	Other	no	no	yes	yes	no
[60-70)	1	48	0	5	0	0	1	Missing	Diabetes	Other	Other	no	no	no	no	no
[50-60)	3	36	1	14	0	0	0	Surgery	Injury	Other	Other	no	high	yes	yes	no
[70-80)	8	42	0	16	4	0	1	Missing	Other	Other	Other	no	no	no	yes	yes
[50-60)	1	29	3	26	0	1	0	Other	Other	Other	Circulatory	no	no	no	yes	no
[80-90)	5	25	0	6	0	2	0	Emergency/Trauma	Digestive	Circulatory	Other	no	no	no	yes	yes
[70-80)	5	33	1	13	0	2	0	Surgery	Injury	Circulatory	Circulatory	no	no	no	yes	yes
[60-70)	1	26	1	16	0	0	1	Other	Injury	Other	Circulatory	no	no	yes	yes	no
[40-50)	1	49	5	4	0	0	0	Cardiology	Circulatory	Circulatory	Diabetes	no	no	no	no	no
[80-90)	6	32	2	17	0	1	0	Missing	Other	Circulatory	Respiratory	no	no	yes	yes	yes
[60-70)	10	59	0	9	0	0	0	Other	Injury	Respiratory	Circulatory	no	no	yes	yes	yes
[40-50)	10	50	1	13	0	0	0	Missing	Diabetes	Other	Other	no	normal	no	no	yes
[70-80)	3	59	0	15	0	1	0	Missing	Circulatory	Circulatory	Other	no	no	yes	yes	no
[90-100)	1	18	1	10	0	0	0	InternalMedicine	Other	Digestive	Circulatory	no	no	no	no	no
[70-80)	6	55	0	14	0	2	0	Missing	Circulatory	Circulatory	Other	no	normal	no	yes	yes
[60-70)	4	35	2	22	0	0	0	Surgery	Diabetes	Other	Other	no	no	yes	yes	no
[60-70)	1	60	2	18	0	0	1	Surgery	Injury	Other	Other	no	no	yes	yes	yes
[70-80)	6	19	3	10	2	2	1	Missing	Circulatory	Other	Other	normal	no	no	no	no
[60-70)	2	16	0	12	0	0	0	Missing	Circulatory	Circulatory	Diabetes	no	no	no	no	yes
[60-70)	1	34	6	12	0	0	0	Cardiology	Circulatory	Circulatory	Diabetes	no	no	no	yes	no
[60-70)	3	42	1	11	0	2	0	InternalMedicine	Circulatory	Circulatory	Diabetes	no	no	yes	yes	no
[40-50)	7	35	2	28	0	1	0	Surgery	Injury	Diabetes	Other	no	no	yes	yes	no
[50-60)	2	47	0	10	0	0	0	Cardiology	Diabetes	Circulatory	Other	no	no	yes	yes	yes
[60-70)	2	24	6	13	0	0	0	Missing	Circulatory	Circulatory	Diabetes	no	no	no	yes	no
[70-80)	1	20	2	13	0	0	0	Missing	Other	Circulatory	Diabetes	no	no	no	yes	no
[70-80)	6	62	3	24	0	0	0	Emergency/Trauma	Digestive	Other	Circulatory	no	no	no	yes	no
[70-80)	1	69	0	12	0	0	0	InternalMedicine	Other	Respiratory	Circulatory	no	no	no	no	no
[80-90)	5	48	0	17	0	0	0	InternalMedicine	Circulatory	Circulatory	Circulatory	no	normal	no	no	yes
[60-70)	9	51	2	10	0	0	0	Emergency/Trauma	Circulatory	Other	Circulatory	no	no	no	no	no
[50-60)	5	64	6	26	0	0	0	InternalMedicine	Circulatory	Circulatory	Circulatory	no	normal	no	yes	no
[40-50)	8	36	2	29	0	1	0	InternalMedicine	Other	Other	Diabetes	no	no	yes	yes	no
[70-80)	3	48	0	9	0	0	0	Missing	Digestive	Other	Digestive	no	no	no	no	yes
[80-90)	4	59	1	14	0	0	0	Emergency/Trauma	Other	Circulatory	Other	no	normal	no	yes	yes
[40-50)	4	60	1	15	0	0	0	Emergency/Trauma	Digestive	Diabetes	Other	no	high	yes	yes	no
[80-90)	7	64	5	8	0	0	0	Missing	Other	Circulatory	Other	no	high	no	yes	yes
[40-50)	3	50	2	10	0	0	2	InternalMedicine	Diabetes	Digestive	Other	no	no	yes	yes	yes
[70-80)	3	48	6	19	0	0	0	Missing	Circulatory	Digestive	Digestive	no	no	yes	yes	yes
[70-80)	3	19	1	16	0	0	0	Missing	Musculoskeletal	Circulatory	Diabetes	no	no	yes	yes	no
[90-100)	3	20	0	6	0	0	0	InternalMedicine	Other	Circulatory	Other	normal	no	no	no	no
[80-90)	6	76	0	7	0	0	0	Missing	Diabetes	Other	Other	no	no	no	no	no

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