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)	11	84	5	45	0	0	0	Cardiology	Circulatory	Circulatory	Circulatory	no	high	no	yes	no
[90-100)	6	14	0	16	0	1	0	Other	Other	Other	Other	no	no	no	yes	no
[70-80)	3	20	1	16	0	2	0	Surgery	Other	Diabetes	Circulatory	no	no	no	yes	yes
[70-80)	6	49	4	21	1	3	0	Missing	Diabetes	Other	Circulatory	no	no	yes	yes	yes
[70-80)	4	60	1	12	0	0	0	InternalMedicine	Circulatory	Circulatory	Musculoskeletal	no	no	no	yes	no
[80-90)	8	25	0	16	0	1	1	Missing	Circulatory	Other	Diabetes	normal	no	yes	yes	yes
[50-60)	5	45	6	27	4	0	0	Missing	Circulatory	Circulatory	Respiratory	no	no	no	yes	no
[80-90)	13	50	1	22	0	0	0	Missing	Other	Circulatory	Other	no	no	yes	yes	no
[60-70)	7	57	3	22	1	0	0	Emergency/Trauma	Circulatory	Circulatory	Other	no	no	no	yes	no
[50-60)	1	18	0	3	0	1	0	Surgery	Injury	Digestive	Injury	normal	no	no	no	no
[50-60)	3	59	0	11	0	0	0	InternalMedicine	Other	Other	Diabetes	no	no	no	yes	no
[70-80)	1	11	0	9	0	2	0	Missing	Other	Diabetes	Other	no	no	yes	yes	yes
[50-60)	2	40	1	32	0	0	0	Surgery	Other	Other	Diabetes	no	no	yes	yes	no
[80-90)	1	43	0	5	0	0	0	Missing	Other	Respiratory	Other	no	no	no	no	no
[80-90)	2	10	0	6	0	0	0	Missing	Circulatory	Circulatory	Other	no	no	no	no	no
[70-80)	5	58	0	11	0	1	1	Missing	Digestive	Circulatory	Other	no	no	no	no	no
[50-60)	13	71	1	13	0	0	0	InternalMedicine	Other	Other	Other	no	high	no	yes	no
[60-70)	8	85	6	45	0	0	0	Cardiology	Circulatory	Circulatory	Diabetes	no	high	no	yes	yes
[80-90)	3	1	0	10	0	0	0	Missing	Digestive	Other	Circulatory	no	no	no	yes	yes
[60-70)	4	57	0	14	0	0	0	Missing	Respiratory	Other	Other	no	high	yes	yes	no
[50-60)	2	45	0	15	0	0	0	Missing	Respiratory	Other	Circulatory	no	no	no	yes	yes
[70-80)	2	28	0	19	0	1	0	Missing	Diabetes	Respiratory	Respiratory	no	no	no	yes	yes
[50-60)	1	12	6	13	0	0	0	Other	Circulatory	Circulatory	Other	no	no	yes	yes	no
[70-80)	2	1	0	9	0	0	0	Emergency/Trauma	Circulatory	Other	Circulatory	no	no	yes	yes	no
[50-60)	14	77	6	37	1	2	1	Missing	Other	Musculoskeletal	Musculoskeletal	no	no	yes	yes	yes
[80-90)	2	50	0	22	0	0	0	InternalMedicine	Circulatory	Respiratory	Circulatory	no	no	no	yes	no
[50-60)	1	9	0	13	0	1	4	Emergency/Trauma	Respiratory	Circulatory	Circulatory	no	no	yes	yes	yes
[50-60)	1	34	3	15	0	0	0	Cardiology	Respiratory	Circulatory	Diabetes	no	no	no	no	no
[40-50)	4	59	0	8	0	0	0	Missing	Other	Digestive	Diabetes	no	no	no	no	yes
[80-90)	4	77	0	19	0	2	1	Missing	Circulatory	Other	Diabetes	no	normal	yes	yes	no
[70-80)	3	21	1	17	0	0	0	Other	Musculoskeletal	Diabetes	Circulatory	no	no	no	yes	no
[60-70)	11	58	3	35	1	1	0	Family/GeneralPractice	Other	Circulatory	Circulatory	no	no	yes	yes	yes
[60-70)	11	19	0	20	3	3	0	Other	Other	Other	Respiratory	high	no	no	no	yes
[70-80)	3	74	4	21	0	1	0	Cardiology	Circulatory	Respiratory	Circulatory	no	no	yes	yes	yes
[70-80)	6	29	0	18	0	2	0	InternalMedicine	Respiratory	Diabetes	Respiratory	no	no	no	yes	no
[80-90)	3	25	0	9	0	0	0	Missing	Respiratory	Diabetes	Other	normal	no	yes	yes	yes
[80-90)	3	55	1	7	0	0	0	InternalMedicine	Other	Other	Other	no	no	no	yes	no
[40-50)	7	58	0	24	2	0	4	Missing	Other	Other	Musculoskeletal	no	normal	yes	yes	yes
[50-60)	3	9	0	18	0	0	0	Emergency/Trauma	Other	Other	Circulatory	no	no	no	yes	yes
[70-80)	7	68	2	27	0	0	0	Emergency/Trauma	Other	Circulatory	Circulatory	no	no	yes	yes	no
[50-60)	2	41	0	17	3	1	0	Missing	Other	Other	Other	no	no	yes	yes	no
[80-90)	1	57	0	8	0	2	0	InternalMedicine	Respiratory	Respiratory	Other	no	no	no	no	no
[80-90)	3	62	0	8	0	0	0	Missing	Respiratory	Other	Other	no	no	no	yes	yes
[70-80)	5	49	1	17	0	1	1	Emergency/Trauma	Respiratory	Circulatory	Respiratory	no	no	yes	yes	no
[70-80)	3	53	0	17	1	3	0	Missing	Respiratory	Other	Circulatory	no	no	no	yes	yes
[70-80)	13	25	3	14	0	0	0	Missing	Circulatory	Circulatory	Circulatory	no	no	no	yes	yes
[80-90)	3	47	0	4	0	0	0	Missing	Other	Digestive	Diabetes	no	high	no	no	no
[70-80)	1	45	6	13	0	0	0	Cardiology	Circulatory	Circulatory	Other	no	no	no	no	no
[60-70)	5	36	2	15	0	6	0	Missing	Circulatory	Digestive	Other	no	no	no	no	no
[60-70)	5	77	6	32	0	0	0	Missing	Circulatory	Circulatory	Injury	no	normal	yes	yes	no
[50-60)	4	1	1	9	3	1	0	Emergency/Trauma	Circulatory	Other	Circulatory	no	no	no	yes	no
[50-60)	3	53	0	10	2	1	0	Cardiology	Circulatory	Circulatory	Circulatory	no	high	no	no	yes
[40-50)	1	58	2	14	0	0	0	InternalMedicine	Circulatory	Digestive	Digestive	no	no	no	yes	yes
[60-70)	8	40	3	21	0	1	0	InternalMedicine	Respiratory	Circulatory	Diabetes	normal	no	no	yes	yes
[40-50)	5	63	1	21	0	1	0	InternalMedicine	Diabetes	Other	Digestive	no	no	no	yes	yes
[70-80)	2	57	0	14	0	0	0	InternalMedicine	Circulatory	Circulatory	Circulatory	no	no	no	yes	yes
[80-90)	2	64	3	10	0	0	0	Emergency/Trauma	Circulatory	Circulatory	Respiratory	no	no	no	no	no
[50-60)	12	64	3	22	0	1	0	Missing	Other	Other	Circulatory	no	no	yes	yes	yes
[40-50)	2	57	0	9	0	0	0	Emergency/Trauma	Digestive	Diabetes	Other	no	no	no	no	yes
[50-60)	1	49	0	10	0	1	7	InternalMedicine	Digestive	Circulatory	Respiratory	no	no	no	no	yes
[60-70)	4	35	0	20	0	1	0	Family/GeneralPractice	Musculoskeletal	Respiratory	Circulatory	no	no	no	yes	yes
[50-60)	1	61	3	20	0	0	0	Missing	Respiratory	Circulatory	Circulatory	no	high	no	yes	yes
[60-70)	2	49	0	18	0	0	0	Missing	Other	Respiratory	Respiratory	no	no	yes	yes	no
[70-80)	2	10	0	17	1	1	0	Family/GeneralPractice	Circulatory	Circulatory	Circulatory	high	no	yes	yes	no
[40-50)	7	62	1	16	0	1	0	Family/GeneralPractice	Diabetes	Digestive	Circulatory	no	high	yes	yes	yes
[50-60)	5	36	1	19	0	0	0	Missing	Musculoskeletal	Other	Diabetes	no	normal	yes	yes	no
[60-70)	10	41	1	33	0	0	0	Missing	Other	Other	Other	no	no	yes	yes	no
[80-90)	13	62	1	19	0	0	0	InternalMedicine	Respiratory	Digestive	Respiratory	no	no	no	yes	no
[60-70)	1	29	6	16	0	0	0	Cardiology	Circulatory	Circulatory	Diabetes	no	no	yes	yes	no
[70-80)	10	44	3	16	0	1	0	Missing	Circulatory	Other	Diabetes	no	no	yes	yes	no
[70-80)	3	46	4	12	0	0	0	Emergency/Trauma	Circulatory	Circulatory	Musculoskeletal	no	normal	no	no	no
[50-60)	8	47	3	22	0	0	0	Other	Circulatory	Respiratory	Diabetes	no	no	no	yes	no
[80-90)	5	42	1	13	0	0	0	Other	Digestive	Circulatory	Circulatory	no	no	no	yes	yes
[60-70)	1	48	0	11	0	0	0	Missing	Circulatory	Digestive	Other	no	normal	yes	yes	yes
[70-80)	5	40	2	13	0	0	0	Cardiology	Injury	Circulatory	Circulatory	no	no	yes	yes	no
[60-70)	12	23	1	31	0	0	0	Cardiology	Circulatory	Circulatory	Other	high	no	yes	yes	yes
[70-80)	4	48	0	13	0	0	1	Emergency/Trauma	Circulatory	Other	Other	no	high	yes	yes	yes
[80-90)	5	27	0	10	0	0	0	Missing	Respiratory	Respiratory	Other	normal	no	no	yes	no
[80-90)	11	58	0	26	0	0	0	Family/GeneralPractice	Respiratory	Musculoskeletal	Diabetes	no	no	yes	yes	yes
[40-50)	1	4	1	10	0	0	0	Missing	Circulatory	Other	Circulatory	no	no	no	yes	yes
[60-70)	9	47	2	28	0	2	0	Missing	Circulatory	Circulatory	Circulatory	no	no	yes	yes	yes
[70-80)	4	23	0	11	0	0	0	Other	Other	Other	Other	high	no	no	no	no
[50-60)	6	35	5	16	0	0	0	Missing	Injury	Circulatory	Diabetes	no	no	no	yes	yes
[40-50)	3	54	1	19	0	0	0	Missing	Other	Other	Other	no	normal	yes	yes	no
[50-60)	2	43	0	16	0	0	0	InternalMedicine	Digestive	Digestive	Other	no	high	yes	yes	no
[70-80)	3	56	0	7	0	0	0	InternalMedicine	Circulatory	Circulatory	Diabetes	no	no	no	no	no
[60-70)	4	55	1	17	0	0	0	Missing	Circulatory	Other	Diabetes	no	high	no	no	no
[50-60)	4	53	1	8	0	0	0	Other	Injury	Diabetes	Circulatory	no	no	yes	yes	no
[60-70)	1	39	0	27	0	1	0	Missing	Respiratory	Respiratory	Circulatory	no	no	yes	yes	yes
[80-90)	2	28	0	6	0	0	1	Emergency/Trauma	Other	Circulatory	Other	no	no	yes	yes	no
[40-50)	6	55	2	23	0	0	0	Family/GeneralPractice	Diabetes	Missing	Missing	no	no	yes	yes	no
[60-70)	3	28	1	30	0	0	0	Other	Musculoskeletal	Diabetes	Musculoskeletal	no	no	yes	yes	yes
[70-80)	5	12	0	15	0	0	0	Emergency/Trauma	Circulatory	Respiratory	Other	no	no	yes	yes	yes
[50-60)	12	48	2	26	0	2	0	Surgery	Injury	Other	Circulatory	no	no	no	no	yes
[70-80)	3	41	2	23	0	0	0	Missing	Injury	Circulatory	Respiratory	no	normal	no	yes	no
[60-70)	6	61	4	40	0	0	0	Missing	Musculoskeletal	Circulatory	Musculoskeletal	no	no	no	yes	no
[40-50)	2	3	0	8	0	0	0	Emergency/Trauma	Other	Other	Diabetes	no	no	no	no	no
[70-80)	3	60	6	25	0	0	0	Missing	Circulatory	Circulatory	Diabetes	no	high	yes	yes	no
[70-80)	8	39	5	16	0	1	0	InternalMedicine	Digestive	Digestive	Digestive	no	no	no	no	no
[70-80)	3	28	2	12	0	0	0	Missing	Injury	Other	Diabetes	no	no	no	yes	no

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