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
[80-90)	3	54	3	17	0	1	0	Missing	Other	Other	Other	no	no	yes	yes	no
[40-50)	4	63	0	37	1	0	2	Missing	Respiratory	Diabetes	Circulatory	no	no	yes	yes	yes
[70-80)	6	43	2	39	0	0	0	Other	Other	Other	Circulatory	no	no	yes	yes	no
[90-100)	13	24	5	25	0	0	0	Surgery	Diabetes	Other	Circulatory	normal	no	no	no	no
[80-90)	2	29	0	6	0	1	0	Missing	Other	Other	Other	no	no	no	no	no
[60-70)	1	43	0	8	1	0	0	Missing	Other	Other	Circulatory	no	no	yes	yes	yes
[40-50)	7	23	0	7	3	0	1	Missing	Other	Diabetes	Circulatory	no	high	yes	yes	no
[50-60)	3	3	3	23	0	0	0	Other	Musculoskeletal	Diabetes	Other	no	no	yes	yes	no
[70-80)	3	34	5	31	0	1	0	Other	Musculoskeletal	Other	Other	no	no	no	yes	no
[90-100)	3	65	1	10	0	0	0	Emergency/Trauma	Other	Other	Injury	no	normal	no	no	no
[40-50)	1	39	0	6	0	1	0	InternalMedicine	Respiratory	Other	Circulatory	no	no	no	no	no
[80-90)	2	49	3	29	0	0	0	Other	Musculoskeletal	Other	Other	no	no	no	no	no
[50-60)	5	62	6	22	0	0	0	Missing	Circulatory	Respiratory	Circulatory	no	no	yes	yes	no
[60-70)	2	35	1	8	0	0	0	Other	Respiratory	Other	Other	no	no	yes	yes	yes
[80-90)	2	44	0	8	0	3	0	InternalMedicine	Other	Digestive	Circulatory	no	no	no	no	yes
[60-70)	2	44	0	16	0	0	1	Missing	Other	Other	Diabetes	no	no	yes	yes	no
[40-50)	4	17	0	6	0	1	5	Missing	Other	Other	Musculoskeletal	normal	no	yes	yes	yes
[60-70)	3	49	1	18	0	0	0	Other	Respiratory	Other	Diabetes	no	high	no	yes	no
[60-70)	8	41	0	8	0	0	0	Other	Other	Other	Other	no	high	yes	yes	no
[60-70)	4	34	1	23	1	0	0	Other	Musculoskeletal	Other	Circulatory	no	high	yes	yes	no
[60-70)	2	50	0	9	0	0	0	InternalMedicine	Circulatory	Diabetes	Circulatory	no	no	yes	yes	no
[40-50)	3	9	3	16	1	0	0	Missing	Other	Other	Circulatory	no	no	no	yes	no
[80-90)	8	61	0	16	0	1	0	InternalMedicine	Other	Other	Other	no	no	yes	yes	no
[60-70)	9	40	1	16	0	0	0	Other	Other	Circulatory	Other	no	no	no	no	yes
[40-50)	3	66	0	23	2	1	0	Missing	Respiratory	Other	Injury	no	no	no	yes	yes
[70-80)	2	44	0	6	0	0	0	Missing	Circulatory	Respiratory	Diabetes	no	no	no	no	no
[70-80)	8	52	2	22	4	2	1	Missing	Respiratory	Other	Other	no	no	no	yes	yes
[50-60)	5	28	3	10	0	0	0	Surgery	Circulatory	Injury	Injury	no	no	yes	yes	yes
[40-50)	6	35	0	11	0	0	0	Other	Diabetes	Other	Diabetes	no	high	no	no	no
[80-90)	6	84	2	25	0	4	1	Emergency/Trauma	Circulatory	Respiratory	Respiratory	no	no	yes	yes	yes
[60-70)	5	23	0	13	2	0	0	Family/GeneralPractice	Digestive	Other	Other	normal	no	yes	yes	yes
[70-80)	4	29	1	18	0	0	0	Surgery	Musculoskeletal	Other	Circulatory	no	no	no	yes	no
[70-80)	2	30	0	9	0	0	0	Emergency/Trauma	Other	Circulatory	Diabetes	no	no	no	no	yes
[70-80)	5	58	6	25	0	0	0	Missing	Circulatory	Circulatory	Respiratory	no	no	yes	yes	no
[60-70)	5	40	0	12	0	0	0	InternalMedicine	Diabetes	Circulatory	Circulatory	no	high	yes	yes	no
[40-50)	2	1	3	18	0	0	1	Missing	Other	Other	Other	no	no	yes	yes	no
[50-60)	3	42	2	10	0	0	0	Missing	Digestive	Diabetes	Other	no	no	yes	yes	no
[40-50)	6	73	0	26	0	1	0	InternalMedicine	Circulatory	Digestive	Respiratory	no	no	yes	yes	no
[70-80)	3	35	5	20	0	0	0	Cardiology	Circulatory	Circulatory	Circulatory	no	no	no	no	no
[40-50)	7	44	1	28	0	3	0	Missing	Other	Other	Other	no	no	no	yes	yes
[60-70)	7	50	1	31	0	1	0	Missing	Circulatory	Respiratory	Diabetes	no	no	yes	yes	no
[50-60)	1	40	5	7	0	0	0	Cardiology	Circulatory	Diabetes	Other	no	high	no	yes	no
[50-60)	6	77	1	19	0	0	0	Missing	Other	Diabetes	Other	no	no	yes	yes	yes
[80-90)	4	61	0	9	0	0	0	Missing	Circulatory	Injury	Circulatory	no	high	no	no	no
[60-70)	3	21	6	33	2	2	1	Missing	Injury	Diabetes	Circulatory	no	no	no	yes	yes
[70-80)	7	69	2	11	0	0	0	Missing	Circulatory	Other	Circulatory	no	no	yes	yes	yes
[70-80)	1	19	0	10	0	0	0	Missing	Respiratory	Circulatory	Diabetes	no	high	yes	yes	no
[70-80)	9	63	6	40	0	0	0	Cardiology	Circulatory	Circulatory	Digestive	no	no	yes	yes	no
[50-60)	8	63	1	16	0	0	0	Missing	Other	Other	Circulatory	no	no	no	no	no
[40-50)	4	6	0	6	0	2	1	Other	Other	Other	Other	no	no	no	no	no
[80-90)	6	24	1	9	1	0	0	Surgery	Injury	Digestive	Diabetes	normal	no	no	no	yes
[60-70)	3	11	3	14	0	0	0	Missing	Circulatory	Circulatory	Circulatory	no	no	no	no	no
[60-70)	8	73	5	26	0	2	0	Missing	Circulatory	Circulatory	Respiratory	no	no	no	no	yes
[70-80)	6	75	0	22	1	1	0	Missing	Circulatory	Respiratory	Diabetes	no	no	yes	yes	yes
[50-60)	1	41	0	3	0	1	0	Missing	Respiratory	Circulatory	Circulatory	no	no	yes	yes	no
[50-60)	7	62	5	23	0	2	2	Emergency/Trauma	Other	Respiratory	Other	no	high	yes	yes	no
[80-90)	6	72	0	18	2	0	0	Missing	Respiratory	Circulatory	Circulatory	no	high	no	yes	no
[70-80)	1	1	0	14	1	1	0	Missing	Injury	Diabetes	Other	no	no	no	yes	no
[70-80)	4	65	0	19	0	1	0	InternalMedicine	Circulatory	Diabetes	Circulatory	high	no	yes	yes	yes
[70-80)	2	62	1	15	9	0	0	Surgery	Digestive	Digestive	Diabetes	no	no	no	no	no
[80-90)	9	35	2	16	0	3	0	Surgery	Circulatory	Other	Other	no	no	yes	yes	yes
[70-80)	2	28	1	9	0	0	1	InternalMedicine	Digestive	Other	Circulatory	no	no	no	no	yes
[60-70)	14	31	2	25	1	0	0	Missing	Digestive	Circulatory	Circulatory	no	no	yes	yes	yes
[80-90)	4	41	0	18	0	0	0	Emergency/Trauma	Respiratory	Circulatory	Other	no	no	yes	yes	no
[50-60)	5	48	0	14	0	2	0	Other	Circulatory	Respiratory	Injury	no	no	no	yes	no
[60-70)	3	57	0	10	0	0	0	Family/GeneralPractice	Diabetes	Digestive	Diabetes	no	no	no	yes	no
[70-80)	2	9	1	15	1	0	0	Missing	Circulatory	Respiratory	Circulatory	normal	no	yes	yes	no
[60-70)	4	55	0	22	0	1	0	Missing	Other	Respiratory	Respiratory	no	no	yes	yes	no
[70-80)	5	52	0	14	0	1	0	Missing	Other	Circulatory	Other	no	no	yes	yes	no
[60-70)	1	27	2	24	0	0	0	Surgery	Diabetes	Circulatory	Circulatory	no	no	no	yes	no
[40-50)	4	30	3	26	0	1	0	Other	Digestive	Digestive	Diabetes	no	no	yes	yes	no
[60-70)	10	53	3	24	0	1	0	Family/GeneralPractice	Diabetes	Other	Circulatory	no	no	no	yes	yes
[50-60)	2	32	0	11	0	0	0	Other	Other	Respiratory	Diabetes	no	no	yes	yes	no
[60-70)	1	46	0	10	0	0	0	Missing	Digestive	Diabetes	Circulatory	no	no	yes	yes	no
[60-70)	2	49	3	15	0	3	0	Emergency/Trauma	Diabetes	Circulatory	Circulatory	no	no	yes	yes	yes
[80-90)	1	46	1	17	0	0	0	Other	Other	Circulatory	Circulatory	no	no	yes	yes	yes
[70-80)	3	16	0	9	0	0	0	Cardiology	Other	Circulatory	Other	normal	no	yes	yes	no
[70-80)	3	38	1	18	1	1	0	Missing	Diabetes	Circulatory	Other	no	no	no	no	yes
[70-80)	1	1	0	11	0	0	0	Emergency/Trauma	Circulatory	Diabetes	Respiratory	no	no	yes	yes	yes
[60-70)	3	46	6	29	0	0	0	Cardiology	Circulatory	Circulatory	Diabetes	no	high	yes	yes	no
[70-80)	12	72	6	38	0	0	0	InternalMedicine	Circulatory	Circulatory	Diabetes	no	no	yes	yes	yes
[70-80)	12	70	0	15	0	0	0	Missing	Circulatory	Other	Other	no	no	yes	yes	yes
[40-50)	3	54	0	10	0	0	0	Missing	Other	Circulatory	Other	no	no	no	no	no
[60-70)	4	21	2	25	0	0	0	Other	Musculoskeletal	Injury	Circulatory	no	no	yes	yes	no
[60-70)	8	63	3	16	0	0	0	Missing	Other	Circulatory	Other	no	normal	yes	yes	no
[60-70)	9	18	0	17	1	0	0	Family/GeneralPractice	Other	Diabetes	Other	normal	no	yes	yes	no
[50-60)	2	27	0	9	0	0	0	InternalMedicine	Circulatory	Other	Digestive	normal	no	no	yes	no
[40-50)	3	63	0	7	0	0	0	Other	Other	Other	Circulatory	no	high	no	yes	no
[80-90)	6	58	0	14	0	0	0	InternalMedicine	Respiratory	Other	Circulatory	no	no	yes	yes	yes
[40-50)	1	42	0	12	0	2	0	Family/GeneralPractice	Digestive	Circulatory	Diabetes	no	no	yes	yes	yes
[80-90)	3	11	0	20	0	0	3	Emergency/Trauma	Circulatory	Respiratory	Respiratory	no	no	yes	yes	yes
[50-60)	14	36	0	17	0	1	0	Missing	Other	Circulatory	Other	no	no	yes	yes	no
[60-70)	3	29	1	15	1	0	0	Missing	Circulatory	Diabetes	Circulatory	no	no	no	yes	yes
[70-80)	2	8	1	6	0	0	0	Surgery	Digestive	Circulatory	Diabetes	no	no	no	no	no
[80-90)	3	40	2	3	0	0	0	Missing	Other	Digestive	Digestive	no	no	no	no	yes
[40-50)	1	31	2	9	0	0	0	Cardiology	Circulatory	Diabetes	Circulatory	no	no	no	yes	yes
[40-50)	2	36	0	9	0	0	0	InternalMedicine	Diabetes	Other	Circulatory	no	high	yes	yes	no
[70-80)	4	49	0	10	0	4	0	Missing	Circulatory	Circulatory	Other	no	no	no	yes	yes
[80-90)	6	27	0	8	0	0	1	Emergency/Trauma	Other	Other	Other	no	no	yes	yes	yes
[70-80)	13	64	2	30	3	5	0	Missing	Respiratory	Respiratory	Circulatory	no	no	no	yes	yes

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