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	40	0	9	0	0	0	Missing	Circulatory	Other	Circulatory	no	no	no	no	no
[50-60)	2	48	0	8	0	0	0	InternalMedicine	Circulatory	Other	Circulatory	no	high	no	yes	no
[70-80)	2	13	0	13	0	0	0	Cardiology	Injury	Circulatory	Circulatory	no	no	no	yes	no
[80-90)	4	47	0	19	0	0	0	Missing	Other	Circulatory	Diabetes	no	high	yes	yes	no
[60-70)	4	47	1	16	0	0	0	Family/GeneralPractice	Injury	Other	Other	no	high	yes	yes	no
[80-90)	4	70	0	6	0	7	0	Missing	Circulatory	Circulatory	Circulatory	no	no	no	yes	no
[80-90)	7	58	1	6	0	0	0	Missing	Circulatory	Circulatory	Diabetes	no	high	no	no	no
[70-80)	7	60	0	19	0	0	0	InternalMedicine	Musculoskeletal	Circulatory	Other	no	no	no	no	no
[70-80)	1	1	1	10	3	0	0	Missing	Circulatory	Diabetes	Circulatory	no	no	yes	yes	yes
[70-80)	2	57	0	6	0	0	0	Missing	Other	Musculoskeletal	Musculoskeletal	no	normal	no	no	no
[50-60)	2	12	2	7	2	0	0	Missing	Digestive	Other	Other	no	no	yes	yes	yes
[80-90)	3	52	1	6	0	0	0	Emergency/Trauma	Other	Musculoskeletal	Musculoskeletal	no	no	no	no	no
[60-70)	1	40	0	13	0	0	0	Missing	Respiratory	Circulatory	Circulatory	no	no	no	yes	no
[90-100)	4	39	0	9	0	0	0	InternalMedicine	Circulatory	Circulatory	Diabetes	no	no	no	yes	no
[70-80)	3	72	0	17	0	0	2	Family/GeneralPractice	Diabetes	Circulatory	Other	no	normal	yes	yes	yes
[70-80)	4	2	0	6	0	0	0	Cardiology	Circulatory	Diabetes	Circulatory	no	no	no	no	no
[60-70)	8	74	4	23	1	2	0	Missing	Circulatory	Other	Circulatory	no	normal	no	yes	yes
[60-70)	2	2	2	2	0	0	0	Missing	Digestive	Other	Digestive	no	no	no	no	no
[60-70)	6	43	1	12	0	0	1	Family/GeneralPractice	Respiratory	Diabetes	Other	no	no	yes	yes	yes
[80-90)	10	54	0	27	0	1	1	Missing	Digestive	Other	Other	no	no	yes	yes	no
[60-70)	2	52	0	5	5	1	0	Missing	Diabetes	Musculoskeletal	Musculoskeletal	no	no	no	no	no
[60-70)	4	59	0	14	0	0	0	Missing	Respiratory	Other	Diabetes	no	no	yes	yes	no
[60-70)	3	43	0	14	0	2	0	Missing	Digestive	Other	Other	no	no	yes	yes	no
[70-80)	2	45	3	14	0	0	0	Cardiology	Circulatory	Circulatory	Other	no	no	no	yes	yes
[90-100)	3	18	0	16	0	1	0	Missing	Injury	Other	Other	normal	no	no	no	yes
[60-70)	6	63	0	27	0	2	0	Missing	Respiratory	Respiratory	Circulatory	no	no	yes	yes	yes
[70-80)	3	51	3	24	0	0	0	InternalMedicine	Digestive	Circulatory	Other	no	no	no	yes	no
[80-90)	3	61	0	19	4	0	0	Missing	Other	Other	Circulatory	no	normal	yes	yes	yes
[90-100)	11	65	1	36	0	1	0	Missing	Other	Circulatory	Circulatory	no	no	no	yes	no
[60-70)	4	58	4	19	0	0	0	Family/GeneralPractice	Musculoskeletal	Other	Circulatory	no	no	no	yes	yes
[70-80)	11	54	5	28	0	0	0	Missing	Diabetes	Circulatory	Other	no	no	yes	yes	yes
[70-80)	2	76	0	16	0	0	0	Family/GeneralPractice	Digestive	Digestive	Other	no	high	yes	yes	no
[70-80)	1	44	5	15	0	0	0	Cardiology	Circulatory	Circulatory	Diabetes	no	no	no	no	no
[50-60)	2	4	3	19	0	3	1	Missing	Respiratory	Respiratory	Circulatory	no	no	yes	yes	yes
[70-80)	1	30	0	14	2	2	0	Family/GeneralPractice	Circulatory	Diabetes	Circulatory	no	no	no	yes	yes
[50-60)	1	7	0	10	1	1	0	Missing	Respiratory	Circulatory	Diabetes	no	no	yes	yes	yes
[70-80)	5	44	3	21	1	1	0	Missing	Circulatory	Circulatory	Diabetes	no	no	yes	yes	yes
[60-70)	2	30	0	4	0	0	0	Missing	Digestive	Other	Other	no	no	no	yes	yes
[60-70)	3	53	0	20	1	6	1	Missing	Other	Other	Other	no	no	no	yes	yes
[40-50)	3	54	3	27	0	2	0	Missing	Other	Other	Circulatory	no	no	yes	yes	no
[70-80)	2	63	0	15	0	0	0	Missing	Respiratory	Other	Other	no	no	no	no	no
[70-80)	13	49	6	31	0	0	0	InternalMedicine	Musculoskeletal	Other	Other	no	no	yes	yes	no
[60-70)	2	67	1	6	0	0	0	InternalMedicine	Other	Circulatory	Injury	no	no	no	no	no
[60-70)	7	18	0	15	2	1	0	Missing	Other	Other	Diabetes	no	no	yes	yes	yes
[50-60)	6	43	4	21	0	0	0	Cardiology	Circulatory	Circulatory	Circulatory	no	no	yes	yes	yes
[60-70)	2	48	4	24	1	0	0	InternalMedicine	Circulatory	Circulatory	Diabetes	no	high	yes	yes	no
[60-70)	7	42	0	19	0	1	1	Other	Respiratory	Respiratory	Other	no	no	yes	yes	yes
[80-90)	6	83	0	17	0	0	0	InternalMedicine	Circulatory	Other	Other	no	no	yes	yes	no
[60-70)	2	22	1	10	0	0	0	InternalMedicine	Other	Diabetes	Other	no	no	no	yes	no
[80-90)	1	25	0	8	0	0	0	Missing	Circulatory	Other	Circulatory	high	no	yes	yes	yes
[80-90)	2	45	0	16	0	0	0	Missing	Circulatory	Circulatory	Circulatory	no	no	no	no	yes
[70-80)	6	44	1	15	0	2	0	Surgery	Circulatory	Circulatory	Other	no	no	yes	yes	no
[70-80)	2	30	0	10	0	1	0	InternalMedicine	Digestive	Other	Circulatory	no	no	no	yes	no
[60-70)	1	65	5	7	0	1	0	Family/GeneralPractice	Circulatory	Circulatory	Circulatory	no	high	no	no	no
[60-70)	5	67	2	10	0	0	0	Missing	Other	Other	Musculoskeletal	no	no	yes	yes	no
[40-50)	5	72	1	15	4	5	0	Missing	Diabetes	Other	Other	high	no	no	no	yes
[50-60)	4	32	0	13	0	0	0	Emergency/Trauma	Other	Circulatory	Other	no	no	no	no	yes
[50-60)	7	37	1	28	0	0	0	Missing	Musculoskeletal	Other	Other	no	no	yes	yes	no
[40-50)	10	39	1	29	2	2	0	Other	Injury	Other	Other	no	no	yes	yes	yes
[70-80)	6	76	2	14	0	1	0	Missing	Respiratory	Other	Circulatory	no	normal	no	no	yes
[70-80)	1	43	0	7	0	0	0	Missing	Other	Diabetes	Circulatory	no	no	no	no	no
[60-70)	5	73	0	11	1	0	0	Missing	Other	Other	Other	no	normal	no	yes	yes
[40-50)	1	14	0	4	0	1	0	InternalMedicine	Respiratory	Other	Circulatory	no	high	no	no	no
[90-100)	5	35	0	11	2	0	0	Family/GeneralPractice	Other	Musculoskeletal	Other	no	no	no	yes	no
[40-50)	3	51	3	9	0	2	0	InternalMedicine	Respiratory	Circulatory	Other	no	high	no	no	yes
[70-80)	3	62	0	23	1	0	0	Missing	Injury	Digestive	Other	no	no	yes	yes	yes
[60-70)	2	46	1	4	0	0	0	Emergency/Trauma	Circulatory	Circulatory	Other	no	high	no	yes	no
[50-60)	2	67	0	22	2	2	0	Missing	Respiratory	Other	Other	no	normal	yes	yes	yes
[60-70)	4	23	0	15	4	1	0	Other	Other	Other	Other	normal	no	yes	yes	yes
[40-50)	3	35	0	14	0	1	0	Other	Other	Other	Other	no	no	yes	yes	yes
[80-90)	4	47	0	11	1	2	0	Cardiology	Circulatory	Other	Circulatory	no	no	no	yes	yes
[80-90)	4	65	0	13	0	0	0	Missing	Circulatory	Circulatory	Respiratory	no	normal	no	no	yes
[60-70)	6	39	2	26	0	2	0	Family/GeneralPractice	Circulatory	Other	Circulatory	no	no	no	yes	no
[80-90)	3	56	1	14	0	0	0	Other	Respiratory	Circulatory	Respiratory	no	no	no	yes	yes
[80-90)	2	40	1	14	0	0	0	Missing	Respiratory	Circulatory	Circulatory	no	no	yes	yes	yes
[80-90)	5	32	3	8	0	0	0	Surgery	Circulatory	Respiratory	Circulatory	no	no	no	no	no
[80-90)	10	53	0	11	0	0	0	Family/GeneralPractice	Other	Diabetes	Circulatory	no	no	yes	yes	yes
[80-90)	8	45	0	18	0	0	0	InternalMedicine	Respiratory	Other	Circulatory	no	no	no	yes	no
[70-80)	6	48	0	18	0	1	0	InternalMedicine	Other	Other	Other	no	no	no	yes	yes
[60-70)	5	49	0	25	2	1	0	Missing	Other	Respiratory	Diabetes	no	no	yes	yes	yes
[50-60)	11	25	0	16	0	6	0	Missing	Other	Other	Diabetes	no	no	no	yes	yes
[60-70)	8	35	0	7	0	9	1	Surgery	Injury	Other	Other	no	no	yes	yes	no
[80-90)	6	81	0	18	0	0	0	Missing	Circulatory	Other	Circulatory	no	no	no	no	no
[40-50)	3	64	0	16	0	0	0	Missing	Other	Diabetes	Circulatory	no	normal	yes	yes	yes
[50-60)	2	34	0	13	3	0	0	Missing	Respiratory	Respiratory	Diabetes	no	no	no	yes	yes
[70-80)	1	38	2	5	0	0	0	Surgery	Digestive	Digestive	Diabetes	no	no	no	no	no
[60-70)	8	40	0	11	0	0	0	Surgery	Injury	Injury	Injury	no	no	no	no	no
[80-90)	3	56	0	9	1	1	0	Missing	Circulatory	Respiratory	Other	no	no	no	no	yes
[80-90)	3	45	0	10	18	0	0	Missing	Circulatory	Circulatory	Other	no	no	yes	yes	yes
[70-80)	2	45	0	22	0	0	0	Missing	Other	Other	Respiratory	no	no	yes	yes	no
[80-90)	3	62	1	12	0	0	0	InternalMedicine	Other	Other	Circulatory	normal	high	no	no	yes
[40-50)	7	61	0	10	0	0	0	Other	Other	Other	Other	no	no	no	yes	yes
[60-70)	5	14	2	34	0	0	0	Missing	Musculoskeletal	Circulatory	Respiratory	no	no	yes	yes	no
[70-80)	5	69	1	15	0	0	0	Missing	Respiratory	Circulatory	Respiratory	no	no	no	yes	no
[80-90)	3	57	0	25	0	1	2	Family/GeneralPractice	Circulatory	Respiratory	Respiratory	no	no	yes	yes	yes
[60-70)	8	58	4	18	0	0	0	Emergency/Trauma	Other	Circulatory	Other	no	high	yes	yes	no
[70-80)	9	48	0	11	0	1	0	Other	Other	Circulatory	Other	no	no	no	no	no
[60-70)	3	1	0	12	0	0	0	Missing	Other	Other	Respiratory	no	no	no	yes	no
[40-50)	1	64	0	5	0	0	0	Other	Respiratory	Digestive	Diabetes	no	high	yes	yes	no
[50-60)	8	64	0	9	0	1	0	Other	Other	Circulatory	Other	no	no	no	no	no

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