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
[40-50)	4	21	0	13	0	0	0	InternalMedicine	Diabetes	Other	Other	no	no	yes	yes	no
[60-70)	2	51	1	23	0	0	0	Missing	Digestive	Other	Other	no	high	no	no	yes
[60-70)	3	43	6	26	0	0	0	Missing	Circulatory	Circulatory	Injury	no	no	yes	yes	yes
[60-70)	1	39	0	4	0	1	0	Missing	Respiratory	Other	Other	no	no	no	yes	no
[40-50)	4	23	1	19	0	0	0	Other	Other	Other	Other	no	no	no	yes	no
[70-80)	2	68	0	14	3	1	0	Family/GeneralPractice	Other	Other	Circulatory	no	no	no	yes	no
[50-60)	1	54	0	13	4	0	1	InternalMedicine	Circulatory	Diabetes	Other	no	no	yes	yes	yes
[80-90)	4	30	1	12	0	0	0	Missing	Injury	Circulatory	Other	no	no	yes	yes	yes
[80-90)	1	49	0	9	0	0	0	Missing	Other	Circulatory	Circulatory	no	high	no	no	no
[60-70)	6	74	3	22	0	0	0	Missing	Respiratory	Respiratory	Circulatory	no	high	no	no	no
[80-90)	6	50	4	16	1	0	0	Emergency/Trauma	Circulatory	Circulatory	Circulatory	no	no	no	yes	yes
[70-80)	2	62	1	13	0	0	0	Missing	Respiratory	Diabetes	Other	no	normal	yes	yes	no
[40-50)	3	41	3	20	0	0	0	Missing	Other	Digestive	Respiratory	no	normal	no	yes	no
[50-60)	3	39	0	15	0	0	0	Missing	Other	Circulatory	Respiratory	no	no	no	no	no
[70-80)	2	66	0	15	0	0	0	Emergency/Trauma	Respiratory	Circulatory	Other	no	no	no	yes	yes
[40-50)	8	54	1	19	0	0	0	Missing	Respiratory	Other	Diabetes	no	no	yes	yes	no
[60-70)	3	75	3	23	1	2	0	InternalMedicine	Circulatory	Circulatory	Diabetes	no	high	no	yes	yes
[60-70)	6	67	6	17	0	0	0	Missing	Other	Musculoskeletal	Other	no	high	no	no	no
[70-80)	3	59	0	8	0	0	0	InternalMedicine	Circulatory	Circulatory	Circulatory	no	high	no	yes	yes
[80-90)	6	66	1	15	0	0	0	Missing	Other	Other	Circulatory	no	normal	no	yes	yes
[70-80)	11	52	0	11	0	1	0	Family/GeneralPractice	Circulatory	Circulatory	Diabetes	no	no	yes	yes	no
[60-70)	6	50	1	19	1	2	3	Emergency/Trauma	Circulatory	Other	Other	no	no	no	yes	yes
[70-80)	4	62	0	16	0	1	0	Missing	Injury	Other	Other	no	no	no	yes	yes
[40-50)	1	35	0	8	0	4	0	InternalMedicine	Respiratory	Diabetes	Circulatory	no	no	no	no	yes
[40-50)	2	19	2	19	0	0	0	Other	Other	Other	Other	no	no	no	no	no
[40-50)	3	52	0	20	1	1	0	Missing	Circulatory	Circulatory	Other	no	no	no	yes	yes
[60-70)	5	52	0	9	0	0	0	Missing	Digestive	Circulatory	Musculoskeletal	no	no	no	no	no
[70-80)	4	36	1	19	0	1	0	Missing	Injury	Digestive	Diabetes	no	no	no	no	no
[50-60)	1	51	0	13	0	0	0	Missing	Diabetes	Digestive	Other	no	no	yes	yes	no
[80-90)	2	35	2	14	0	3	1	InternalMedicine	Circulatory	Other	Circulatory	no	no	no	yes	yes
[70-80)	1	58	0	6	0	0	0	Missing	Circulatory	Diabetes	Circulatory	no	no	no	yes	no
[50-60)	4	53	1	11	0	1	0	Other	Musculoskeletal	Diabetes	Other	no	no	no	no	no
[70-80)	3	37	2	14	0	0	0	Emergency/Trauma	Circulatory	Circulatory	Diabetes	no	no	no	yes	no
[80-90)	1	30	0	11	0	2	0	Missing	Circulatory	Respiratory	Circulatory	no	no	yes	yes	yes
[80-90)	3	63	0	24	0	0	0	Emergency/Trauma	Other	Respiratory	Diabetes	no	no	yes	yes	no
[70-80)	3	62	0	17	2	2	0	Missing	Other	Circulatory	Other	no	no	yes	yes	yes
[80-90)	1	36	0	8	0	0	0	Emergency/Trauma	Digestive	Other	Diabetes	no	no	no	yes	yes
[50-60)	2	65	0	11	0	0	0	Missing	Other	Injury	Other	no	no	yes	yes	no
[70-80)	2	55	1	9	0	4	0	Missing	Other	Diabetes	Other	no	no	no	yes	no
[70-80)	4	41	0	8	0	0	0	Missing	Circulatory	Other	Circulatory	no	no	yes	yes	no
[60-70)	8	87	6	26	1	0	1	Missing	Other	Respiratory	Circulatory	no	normal	no	yes	yes
[60-70)	12	67	1	24	0	0	0	Other	Diabetes	Circulatory	Circulatory	no	no	no	yes	no
[60-70)	5	19	3	18	0	1	0	Missing	Musculoskeletal	Circulatory	Circulatory	no	no	yes	yes	no
[70-80)	8	52	1	23	1	1	2	Missing	Diabetes	Other	Other	no	no	yes	yes	yes
[80-90)	3	52	0	11	0	0	0	Cardiology	Circulatory	Circulatory	Circulatory	no	high	yes	yes	yes
[60-70)	1	34	2	9	0	0	0	Emergency/Trauma	Other	Digestive	Digestive	no	no	no	no	no
[80-90)	5	2	3	7	0	1	0	Emergency/Trauma	Digestive	Other	Circulatory	no	no	no	yes	yes
[60-70)	3	1	1	14	0	3	0	Missing	Respiratory	Other	Other	no	no	yes	yes	no
[70-80)	5	45	0	18	1	1	1	Missing	Other	Other	Diabetes	no	normal	no	yes	no
[60-70)	1	71	3	20	0	2	0	Cardiology	Respiratory	Respiratory	Circulatory	no	normal	no	no	yes
[70-80)	1	38	0	12	0	0	0	Missing	Circulatory	Circulatory	Circulatory	no	high	no	no	no
[80-90)	3	43	2	11	0	0	0	Family/GeneralPractice	Musculoskeletal	Respiratory	Circulatory	no	no	no	no	no
[40-50)	4	38	2	22	5	0	0	Missing	Other	Other	Circulatory	no	high	yes	yes	no
[60-70)	10	77	0	20	0	2	0	Family/GeneralPractice	Circulatory	Respiratory	Diabetes	no	no	yes	yes	no
[60-70)	1	39	3	11	0	2	1	Emergency/Trauma	Other	Other	Circulatory	no	no	no	no	no
[80-90)	13	55	2	17	0	3	0	Missing	Circulatory	Circulatory	Circulatory	no	high	yes	yes	no
[50-60)	3	64	2	18	0	1	1	Missing	Other	Other	Other	no	no	yes	yes	yes
[80-90)	5	55	1	17	0	0	0	InternalMedicine	Injury	Circulatory	Circulatory	no	no	yes	yes	no
[40-50)	1	40	3	10	0	0	0	Missing	Circulatory	Circulatory	Circulatory	no	no	yes	yes	no
[60-70)	8	68	1	26	0	0	0	Missing	Circulatory	Circulatory	Diabetes	no	no	yes	yes	no
[50-60)	2	8	0	2	0	1	0	Emergency/Trauma	Other	Circulatory	Other	no	no	no	no	yes
[70-80)	2	21	3	18	0	0	0	Other	Circulatory	Other	Other	no	high	yes	yes	no
[70-80)	3	39	1	8	0	0	0	Missing	Other	Other	Other	no	no	no	no	no
[70-80)	14	74	2	46	0	1	0	Missing	Other	Digestive	Injury	no	normal	yes	yes	no
[40-50)	3	52	0	13	0	0	0	Missing	Respiratory	Other	Diabetes	no	high	yes	yes	no
[80-90)	3	45	0	19	0	1	0	Missing	Musculoskeletal	Other	Other	no	no	yes	yes	yes
[50-60)	4	45	2	10	3	0	0	InternalMedicine	Respiratory	Circulatory	Other	no	no	no	yes	yes
[40-50)	3	60	0	7	0	3	0	InternalMedicine	Digestive	Diabetes	Missing	no	high	no	no	yes
[50-60)	3	50	3	25	2	0	0	InternalMedicine	Digestive	Diabetes	Circulatory	no	no	no	yes	no
[80-90)	9	56	0	11	0	0	0	Emergency/Trauma	Digestive	Other	Other	no	normal	no	no	no
[60-70)	2	33	1	17	2	1	2	Missing	Other	Circulatory	Other	no	no	yes	yes	yes
[50-60)	1	18	0	5	0	0	0	Missing	Respiratory	Other	Circulatory	normal	no	no	no	no
[80-90)	5	44	0	18	0	2	0	Missing	Circulatory	Circulatory	Circulatory	no	no	no	no	yes
[70-80)	6	66	0	18	0	0	0	Cardiology	Circulatory	Circulatory	Diabetes	no	high	yes	yes	no
[50-60)	2	1	0	9	0	1	0	Missing	Diabetes	Digestive	Other	no	no	yes	yes	yes
[50-60)	4	58	4	15	0	0	0	Missing	Circulatory	Circulatory	Circulatory	no	high	no	yes	no
[60-70)	2	45	0	19	0	0	1	InternalMedicine	Respiratory	Diabetes	Circulatory	no	no	yes	yes	yes
[60-70)	3	1	3	20	0	1	0	Surgery	Musculoskeletal	Diabetes	Circulatory	no	no	yes	yes	no
[50-60)	11	56	6	44	0	0	0	Missing	Circulatory	Circulatory	Other	no	no	no	yes	no
[70-80)	6	53	0	21	0	1	2	InternalMedicine	Respiratory	Other	Diabetes	no	no	yes	yes	yes
[60-70)	2	48	0	15	0	0	0	InternalMedicine	Respiratory	Other	Diabetes	no	no	yes	yes	yes
[70-80)	4	51	1	8	0	0	0	Other	Other	Other	Circulatory	no	no	yes	yes	yes
[80-90)	4	62	1	17	4	2	0	Missing	Digestive	Circulatory	Other	no	no	yes	yes	no
[50-60)	7	83	1	15	0	0	0	InternalMedicine	Other	Other	Diabetes	no	high	no	no	no
[40-50)	5	36	0	8	0	0	0	InternalMedicine	Diabetes	Other	Circulatory	no	no	yes	yes	yes
[60-70)	5	70	0	11	2	3	0	Cardiology	Digestive	Other	Other	no	no	no	no	yes
[60-70)	7	56	0	11	0	0	0	Missing	Diabetes	Other	Other	no	no	no	no	yes
[80-90)	2	16	0	10	0	2	4	Missing	Other	Circulatory	Diabetes	no	no	no	yes	no
[60-70)	13	41	3	24	0	0	1	Missing	Other	Circulatory	Other	no	no	no	yes	yes
[40-50)	3	17	1	22	0	2	0	Missing	Respiratory	Respiratory	Injury	normal	no	no	yes	yes
[80-90)	7	11	1	17	0	0	0	Emergency/Trauma	Respiratory	Circulatory	Circulatory	no	no	yes	yes	yes
[40-50)	1	20	3	17	0	0	0	Other	Musculoskeletal	Circulatory	Diabetes	no	no	yes	yes	no
[80-90)	4	47	3	21	0	2	0	InternalMedicine	Circulatory	Respiratory	Diabetes	no	no	no	yes	yes
[50-60)	12	62	2	13	0	1	0	Missing	Circulatory	Respiratory	Circulatory	no	normal	no	yes	yes
[70-80)	3	16	0	16	0	0	0	Family/GeneralPractice	Respiratory	Circulatory	Other	high	no	yes	yes	yes
[70-80)	3	44	3	11	0	0	0	InternalMedicine	Respiratory	Diabetes	Other	no	normal	no	no	no
[80-90)	4	41	0	31	0	2	2	InternalMedicine	Respiratory	Other	Circulatory	no	no	yes	yes	no
[60-70)	2	34	0	17	0	0	1	InternalMedicine	Circulatory	Diabetes	Circulatory	no	no	yes	yes	no
[70-80)	9	68	0	9	0	0	0	Emergency/Trauma	Respiratory	Respiratory	Circulatory	no	no	no	yes	no
[50-60)	5	49	0	13	1	1	4	InternalMedicine	Diabetes	Other	Other	no	no	yes	yes	yes

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