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
[50-60)	7	49	2	19	0	0	0	Missing	Circulatory	Respiratory	Respiratory	no	no	yes	yes	yes
[80-90)	4	55	0	11	0	1	1	Missing	Circulatory	Circulatory	Diabetes	no	high	no	yes	no
[60-70)	1	29	0	17	1	3	1	Family/GeneralPractice	Circulatory	Circulatory	Circulatory	no	no	yes	yes	yes
[60-70)	4	52	2	26	5	1	0	Missing	Musculoskeletal	Other	Diabetes	no	no	yes	yes	yes
[60-70)	2	46	6	17	1	1	1	Missing	Injury	Other	Circulatory	no	no	no	yes	yes
[80-90)	5	31	1	17	0	0	0	Surgery	Circulatory	Other	Other	no	no	yes	yes	no
[80-90)	6	68	0	22	0	0	0	InternalMedicine	Diabetes	Circulatory	Other	no	no	no	yes	no
[80-90)	2	44	0	6	0	1	0	Missing	Digestive	Other	Other	no	no	no	no	yes
[40-50)	8	69	3	34	0	2	0	Other	Injury	Digestive	Respiratory	no	no	no	no	no
[80-90)	7	43	0	13	0	1	1	Emergency/Trauma	Respiratory	Other	Circulatory	no	no	no	yes	no
[60-70)	7	13	0	20	3	2	0	Missing	Circulatory	Respiratory	Diabetes	normal	no	yes	yes	yes
[60-70)	3	17	5	12	0	0	0	Missing	Other	Digestive	Other	high	no	no	yes	no
[40-50)	4	23	0	9	0	0	0	Missing	Other	Other	Diabetes	no	high	no	yes	no
[40-50)	4	17	3	22	0	0	0	Missing	Other	Injury	Diabetes	high	no	no	yes	no
[60-70)	2	12	6	14	0	0	0	Missing	Circulatory	Injury	Injury	no	no	no	yes	yes
[80-90)	2	21	3	16	0	1	0	Other	Other	Other	Diabetes	no	no	yes	yes	yes
[50-60)	1	11	5	8	0	0	0	Cardiology	Circulatory	Diabetes	Diabetes	no	no	no	no	yes
[40-50)	8	69	0	22	0	2	0	Missing	Diabetes	Other	Other	no	no	yes	yes	yes
[60-70)	13	68	5	50	0	0	0	InternalMedicine	Respiratory	Other	Other	no	no	yes	yes	no
[60-70)	3	28	4	10	3	0	0	Missing	Respiratory	Circulatory	Other	no	no	no	yes	no
[70-80)	3	38	1	8	0	1	1	Missing	Circulatory	Other	Other	no	no	no	yes	yes
[80-90)	5	52	0	17	1	1	0	Emergency/Trauma	Other	Diabetes	Other	no	no	no	no	no
[50-60)	3	57	2	13	0	0	0	Missing	Other	Other	Other	no	no	yes	yes	no
[80-90)	9	1	5	20	1	1	0	Emergency/Trauma	Circulatory	Respiratory	Circulatory	no	no	yes	yes	yes
[70-80)	4	66	0	13	0	0	0	Family/GeneralPractice	Circulatory	Circulatory	Circulatory	no	no	no	yes	no
[60-70)	7	47	6	25	0	0	0	Missing	Digestive	Other	Circulatory	no	no	yes	yes	yes
[80-90)	3	16	2	17	0	0	0	Other	Injury	Circulatory	Diabetes	no	no	no	no	no
[70-80)	5	56	0	20	2	0	0	Missing	Circulatory	Circulatory	Circulatory	no	no	no	no	yes
[80-90)	3	43	1	14	0	0	0	Other	Musculoskeletal	Diabetes	Digestive	no	no	yes	yes	no
[60-70)	8	79	1	40	0	0	0	Missing	Digestive	Digestive	Other	no	no	yes	yes	yes
[50-60)	4	46	5	43	0	0	0	Missing	Circulatory	Circulatory	Other	no	no	yes	yes	no
[40-50)	3	17	2	14	0	1	1	Emergency/Trauma	Digestive	Other	Other	no	no	yes	yes	yes
[80-90)	7	62	0	15	0	4	2	Missing	Other	Other	Other	no	no	no	no	no
[50-60)	1	19	3	7	1	0	0	Missing	Respiratory	Circulatory	Other	no	no	yes	yes	no
[70-80)	7	33	0	14	4	4	0	Missing	Diabetes	Other	Circulatory	high	no	no	no	yes
[60-70)	8	38	1	19	0	1	2	Emergency/Trauma	Circulatory	Respiratory	Other	no	no	no	no	yes
[80-90)	2	69	0	18	0	0	0	Missing	Digestive	Diabetes	Circulatory	no	high	yes	yes	yes
[50-60)	3	52	0	8	0	0	0	Missing	Circulatory	Other	Other	no	high	yes	yes	yes
[50-60)	12	53	0	12	0	0	0	Missing	Other	Other	Diabetes	no	normal	yes	yes	no
[40-50)	4	60	0	13	0	0	0	Missing	Diabetes	Other	Circulatory	no	high	yes	yes	yes
[80-90)	10	73	3	20	0	1	2	Emergency/Trauma	Other	Circulatory	Other	no	no	yes	yes	yes
[70-80)	2	1	3	10	0	0	0	Missing	Musculoskeletal	Circulatory	Other	no	no	no	yes	no
[90-100)	3	49	0	16	0	1	0	Missing	Circulatory	Circulatory	Diabetes	no	no	yes	yes	yes
[70-80)	3	41	2	4	0	0	0	Missing	Circulatory	Respiratory	Other	no	no	no	no	yes
[40-50)	5	34	0	11	0	0	0	Missing	Digestive	Diabetes	Other	no	high	yes	yes	yes
[70-80)	4	42	6	22	0	0	0	Missing	Circulatory	Respiratory	Other	no	no	yes	yes	no
[60-70)	1	3	0	20	0	1	0	Family/GeneralPractice	Other	Other	Other	no	no	no	yes	no
[70-80)	2	20	1	13	2	0	0	Other	Musculoskeletal	Diabetes	Circulatory	no	no	yes	yes	no
[70-80)	14	48	0	18	0	0	0	Other	Other	Circulatory	Other	no	high	yes	yes	no
[70-80)	6	46	2	23	2	0	0	Missing	Circulatory	Respiratory	Other	no	no	no	no	yes
[60-70)	5	45	0	19	4	2	0	Missing	Respiratory	Respiratory	Diabetes	no	high	yes	yes	no
[50-60)	11	46	2	35	0	0	0	Missing	Digestive	Diabetes	Circulatory	no	no	yes	yes	no
[60-70)	13	77	6	16	0	0	0	Missing	Circulatory	Respiratory	Diabetes	no	high	yes	yes	yes
[50-60)	2	23	1	24	4	4	0	Missing	Other	Circulatory	Respiratory	no	high	yes	yes	no
[50-60)	1	18	0	18	0	6	0	Cardiology	Circulatory	Other	Musculoskeletal	no	no	no	yes	yes
[70-80)	11	3	1	14	0	1	0	Other	Other	Other	Other	no	no	no	no	yes
[70-80)	3	37	0	14	0	0	0	Family/GeneralPractice	Respiratory	Other	Injury	no	no	yes	yes	no
[80-90)	3	60	0	9	0	0	0	InternalMedicine	Other	Diabetes	Respiratory	no	no	no	yes	yes
[50-60)	2	27	2	13	0	1	0	Missing	Digestive	Digestive	Other	no	normal	yes	yes	yes
[80-90)	4	27	0	11	0	0	0	Missing	Circulatory	Other	Circulatory	normal	no	yes	yes	yes
[70-80)	4	46	6	14	0	0	0	Cardiology	Circulatory	Other	Other	no	no	yes	yes	yes
[80-90)	9	56	2	23	1	1	1	InternalMedicine	Digestive	Circulatory	Other	no	no	no	yes	yes
[70-80)	4	36	0	21	0	0	0	Missing	Injury	Injury	Other	no	no	no	no	yes
[70-80)	7	17	2	23	1	2	2	Missing	Other	Other	Other	normal	no	no	yes	yes
[40-50)	1	41	2	13	0	0	0	Cardiology	Respiratory	Circulatory	Circulatory	no	no	no	yes	no
[70-80)	2	48	0	3	0	2	0	Family/GeneralPractice	Respiratory	Diabetes	Other	no	no	no	yes	no
[60-70)	3	40	0	8	0	0	0	Missing	Diabetes	Diabetes	Other	no	no	yes	yes	no
[80-90)	3	34	0	12	0	0	0	Emergency/Trauma	Circulatory	Circulatory	Circulatory	no	no	no	yes	yes
[40-50)	1	35	4	23	0	0	0	Surgery	Musculoskeletal	Diabetes	Other	no	no	no	no	no
[60-70)	2	37	1	8	0	1	0	Family/GeneralPractice	Other	Diabetes	Other	no	no	no	yes	no
[50-60)	2	16	0	14	0	2	0	Missing	Other	Diabetes	Circulatory	no	no	yes	yes	yes
[80-90)	6	63	0	19	0	0	0	Missing	Circulatory	Other	Respiratory	no	no	yes	yes	yes
[50-60)	5	41	4	28	0	0	0	Missing	Digestive	Other	Circulatory	no	no	no	no	no
[80-90)	4	64	0	17	0	4	0	Missing	Digestive	Digestive	Diabetes	normal	no	no	yes	yes
[50-60)	6	35	2	12	0	0	0	Other	Other	Respiratory	Circulatory	no	no	yes	yes	no
[70-80)	8	78	6	28	0	0	0	Cardiology	Circulatory	Other	Diabetes	no	no	no	yes	no
[50-60)	1	31	2	18	0	0	0	Cardiology	Circulatory	Circulatory	Circulatory	no	no	no	yes	no
[80-90)	4	54	0	9	1	0	3	Missing	Other	Other	Other	no	no	no	no	no
[60-70)	3	15	1	16	0	0	0	Missing	Respiratory	Circulatory	Respiratory	no	no	yes	yes	yes
[50-60)	2	1	3	13	0	0	0	Cardiology	Respiratory	Circulatory	Diabetes	no	no	yes	yes	no
[60-70)	2	40	0	10	0	1	1	Family/GeneralPractice	Respiratory	Other	Diabetes	no	no	no	yes	yes
[70-80)	4	46	0	23	0	0	0	Missing	Other	Other	Other	no	no	no	yes	yes
[80-90)	4	34	4	11	0	0	0	Surgery	Injury	Circulatory	Circulatory	no	no	no	no	yes
[40-50)	4	61	6	11	0	0	0	Cardiology	Circulatory	Circulatory	Injury	no	high	no	no	no
[70-80)	2	20	1	3	0	0	0	Surgery	Circulatory	Other	Diabetes	no	no	no	no	no
[60-70)	5	54	2	14	0	1	0	Missing	Respiratory	Circulatory	Diabetes	no	high	yes	yes	yes
[40-50)	14	51	1	40	0	1	1	InternalMedicine	Circulatory	Other	Other	no	no	yes	yes	no
[60-70)	5	32	3	21	0	0	0	Missing	Other	Other	Other	no	no	yes	yes	no
[70-80)	6	67	2	16	1	0	1	Missing	Respiratory	Circulatory	Other	no	no	yes	yes	yes
[60-70)	1	41	0	10	7	0	0	Emergency/Trauma	Other	Respiratory	Circulatory	no	no	yes	yes	yes
[80-90)	12	37	0	27	0	2	0	Missing	Other	Musculoskeletal	Other	no	no	yes	yes	yes
[80-90)	3	58	0	18	0	0	0	Emergency/Trauma	Other	Other	Other	no	no	yes	yes	no
[50-60)	2	39	2	24	0	3	1	Missing	Other	Respiratory	Respiratory	no	no	yes	yes	no
[60-70)	3	21	2	4	1	0	0	Other	Other	Diabetes	Circulatory	no	no	no	no	no
[70-80)	1	26	0	14	3	0	0	Missing	Circulatory	Respiratory	Other	high	no	no	yes	no
[80-90)	1	33	4	6	0	0	0	InternalMedicine	Circulatory	Other	Circulatory	no	no	no	yes	yes
[80-90)	2	29	3	2	1	0	0	Emergency/Trauma	Circulatory	Other	Respiratory	no	high	yes	yes	yes
[80-90)	1	43	0	1	0	0	0	Missing	Other	Circulatory	Circulatory	no	no	no	no	yes
[50-60)	5	46	2	28	0	0	0	Other	Other	Circulatory	Diabetes	no	no	no	no	no
[90-100)	4	59	0	15	0	0	0	Surgery	Circulatory	Other	Other	no	no	yes	yes	yes

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