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)	1	14	0	12	0	0	0	Emergency/Trauma	Other	Diabetes	Other	no	no	yes	yes	yes
[70-80)	1	32	6	3	0	0	0	Cardiology	Circulatory	Circulatory	Circulatory	no	no	no	no	yes
[60-70)	12	39	0	15	0	0	0	InternalMedicine	Respiratory	Respiratory	Other	no	no	yes	yes	yes
[70-80)	14	84	6	23	0	0	0	Missing	Diabetes	Musculoskeletal	Circulatory	no	high	yes	yes	yes
[60-70)	3	40	0	19	0	0	0	InternalMedicine	Respiratory	Circulatory	Other	no	no	yes	yes	no
[60-70)	4	49	0	11	0	0	0	Family/GeneralPractice	Other	Respiratory	Circulatory	no	no	yes	yes	no
[80-90)	5	23	0	15	0	0	0	Family/GeneralPractice	Other	Other	Other	high	no	no	no	yes
[60-70)	3	34	1	6	0	0	0	Missing	Digestive	Diabetes	Circulatory	no	no	no	no	no
[60-70)	13	67	1	31	0	0	0	Missing	Circulatory	Other	Other	no	no	yes	yes	yes
[80-90)	6	55	0	14	0	0	0	Missing	Respiratory	Circulatory	Other	no	high	yes	yes	no
[70-80)	1	28	2	6	0	0	0	Cardiology	Circulatory	Circulatory	Other	no	no	no	yes	no
[70-80)	4	27	3	19	1	1	1	Missing	Diabetes	Other	Circulatory	no	high	no	yes	no
[80-90)	2	74	0	12	0	0	0	InternalMedicine	Other	Other	Circulatory	no	no	no	no	no
[80-90)	10	83	3	29	0	0	1	Family/GeneralPractice	Circulatory	Digestive	Circulatory	no	no	yes	yes	yes
[70-80)	5	33	0	19	0	1	0	Missing	Respiratory	Respiratory	Diabetes	no	no	no	no	yes
[80-90)	3	21	0	11	0	0	0	Missing	Circulatory	Circulatory	Circulatory	high	no	yes	yes	no
[80-90)	9	40	1	28	0	0	1	Other	Injury	Other	Other	no	no	yes	yes	no
[70-80)	2	20	1	21	0	0	0	Other	Other	Diabetes	Circulatory	no	no	yes	yes	no
[50-60)	1	5	0	16	0	1	0	Missing	Respiratory	Respiratory	Circulatory	no	no	yes	yes	no
[60-70)	1	32	5	18	0	0	0	Cardiology	Circulatory	Respiratory	Other	no	no	yes	yes	no
[70-80)	2	63	0	10	0	0	0	Missing	Circulatory	Circulatory	Diabetes	no	normal	no	yes	no
[80-90)	4	65	0	15	0	0	0	Missing	Other	Other	Other	no	normal	no	yes	no
[70-80)	2	36	0	9	0	1	0	Missing	Digestive	Other	Circulatory	no	no	no	yes	yes
[70-80)	14	43	0	13	0	1	0	Missing	Other	Respiratory	Respiratory	no	no	yes	yes	yes
[70-80)	1	47	6	23	0	0	0	Cardiology	Circulatory	Diabetes	Other	no	no	yes	yes	no
[70-80)	9	87	1	32	1	1	0	InternalMedicine	Other	Other	Other	no	no	yes	yes	yes
[90-100)	3	61	0	15	2	0	0	Missing	Other	Circulatory	Circulatory	no	high	yes	yes	no
[40-50)	5	1	3	2	0	0	0	Family/GeneralPractice	Digestive	Digestive	Other	no	no	no	no	no
[50-60)	4	41	3	17	2	1	3	Family/GeneralPractice	Digestive	Other	Circulatory	no	no	no	no	no
[80-90)	6	34	1	13	0	0	0	Missing	Other	Digestive	Other	no	no	no	no	no
[40-50)	2	37	4	25	0	0	1	Missing	Musculoskeletal	Diabetes	Circulatory	no	high	yes	yes	yes
[70-80)	6	38	1	27	0	4	0	Missing	Other	Circulatory	Other	high	no	no	yes	yes
[50-60)	1	28	0	7	0	0	0	Missing	Other	Other	Diabetes	no	no	yes	yes	yes
[40-50)	1	47	6	13	0	0	0	Missing	Injury	Circulatory	Circulatory	no	no	yes	yes	yes
[60-70)	1	84	6	27	0	0	0	Surgery	Circulatory	Circulatory	Respiratory	no	high	yes	yes	no
[40-50)	3	46	1	18	2	3	0	Missing	Circulatory	Circulatory	Diabetes	no	no	no	no	yes
[60-70)	6	69	6	31	0	0	0	Cardiology	Circulatory	Respiratory	Injury	no	no	yes	yes	no
[50-60)	3	52	6	14	0	0	0	Emergency/Trauma	Circulatory	Circulatory	Other	no	high	yes	yes	yes
[90-100)	6	56	0	7	0	0	0	Other	Other	Other	Other	no	no	no	no	no
[70-80)	3	53	0	6	0	0	0	Missing	Injury	Diabetes	Other	no	normal	no	yes	no
[60-70)	1	44	0	3	0	0	0	Other	Circulatory	Circulatory	Circulatory	no	no	yes	yes	yes
[70-80)	2	32	0	8	0	0	0	Other	Other	Other	Circulatory	no	no	no	yes	yes
[70-80)	4	23	2	16	0	3	0	Other	Injury	Respiratory	Other	no	no	yes	yes	no
[50-60)	4	76	1	26	0	0	0	Missing	Other	Circulatory	Circulatory	no	no	no	yes	yes
[60-70)	11	69	3	17	0	1	1	Missing	Injury	Circulatory	Circulatory	no	no	yes	yes	no
[80-90)	4	9	1	11	0	0	1	Surgery	Circulatory	Other	Circulatory	no	no	yes	yes	yes
[70-80)	2	50	0	6	2	0	0	Missing	Circulatory	Other	Diabetes	no	no	no	yes	yes
[60-70)	9	50	5	23	0	0	0	Other	Circulatory	Other	Circulatory	no	no	no	no	no
[80-90)	11	46	1	36	0	0	0	Other	Other	Other	Diabetes	no	high	yes	yes	no
[60-70)	4	52	0	11	0	1	1	Missing	Respiratory	Other	Respiratory	no	no	no	yes	no
[60-70)	1	50	1	10	0	0	0	Missing	Digestive	Circulatory	Diabetes	no	no	no	no	no
[50-60)	1	37	0	17	0	0	0	Missing	Respiratory	Diabetes	Circulatory	no	no	yes	yes	yes
[60-70)	2	17	0	11	0	0	0	Missing	Other	Other	Other	normal	no	yes	yes	no
[60-70)	1	48	0	16	3	4	0	Missing	Other	Other	Diabetes	no	no	no	no	yes
[70-80)	2	52	1	17	0	0	0	Surgery	Other	Circulatory	Diabetes	no	no	no	yes	no
[70-80)	2	1	0	6	2	1	0	Missing	Diabetes	Circulatory	Musculoskeletal	no	no	no	yes	yes
[70-80)	1	20	0	8	0	1	0	Missing	Injury	Circulatory	Circulatory	no	no	no	yes	no
[50-60)	3	53	2	7	0	0	0	Surgery	Other	Digestive	Diabetes	no	no	no	no	no
[70-80)	2	44	0	10	0	0	0	InternalMedicine	Circulatory	Circulatory	Circulatory	no	no	no	yes	no
[80-90)	5	72	0	20	0	0	0	Emergency/Trauma	Other	Other	Respiratory	no	no	yes	yes	yes
[80-90)	6	43	3	9	0	0	0	Emergency/Trauma	Digestive	Digestive	Other	no	no	no	no	yes
[70-80)	3	13	3	22	1	0	2	Other	Respiratory	Respiratory	Circulatory	high	no	yes	yes	yes
[60-70)	7	72	1	26	2	0	0	Surgery	Musculoskeletal	Other	Other	no	normal	no	yes	no
[60-70)	4	57	3	39	0	0	0	Surgery	Other	Digestive	Other	no	no	no	no	yes
[40-50)	3	32	1	16	0	0	0	Missing	Digestive	Diabetes	Other	no	no	yes	yes	no
[60-70)	6	49	1	31	0	1	0	InternalMedicine	Diabetes	Respiratory	Musculoskeletal	no	no	yes	yes	yes
[70-80)	1	19	0	9	1	2	0	Cardiology	Circulatory	Respiratory	Musculoskeletal	normal	no	no	yes	no
[50-60)	3	60	0	10	0	3	0	InternalMedicine	Respiratory	Circulatory	Diabetes	no	no	no	yes	yes
[60-70)	3	37	3	25	0	0	0	Missing	Other	Other	Other	no	no	no	yes	no
[80-90)	5	23	3	12	0	2	0	InternalMedicine	Circulatory	Diabetes	Other	no	no	yes	yes	yes
[70-80)	4	44	3	24	2	0	1	Surgery	Injury	Diabetes	Circulatory	no	no	yes	yes	yes
[60-70)	7	39	1	34	0	3	0	Missing	Other	Diabetes	Digestive	no	no	yes	yes	yes
[80-90)	5	40	2	20	0	0	0	Missing	Digestive	Circulatory	Circulatory	no	high	no	yes	no
[70-80)	3	20	0	22	2	1	0	Missing	Circulatory	Circulatory	Circulatory	high	no	yes	yes	yes
[70-80)	4	21	2	18	2	1	0	Missing	Musculoskeletal	Other	Circulatory	no	no	no	yes	yes
[70-80)	5	40	1	27	1	0	0	Missing	Musculoskeletal	Other	Other	no	no	yes	yes	yes
[50-60)	1	10	0	4	0	0	0	Missing	Musculoskeletal	Diabetes	Circulatory	no	no	no	yes	no
[70-80)	3	2	3	8	0	0	0	Cardiology	Circulatory	Circulatory	Other	no	no	no	yes	no
[40-50)	1	31	0	6	0	0	0	InternalMedicine	Diabetes	Other	Other	no	no	yes	yes	no
[80-90)	7	58	1	22	0	3	0	Other	Respiratory	Circulatory	Other	no	no	no	yes	no
[40-50)	5	54	0	23	0	1	0	Missing	Respiratory	Respiratory	Circulatory	no	no	yes	yes	yes
[40-50)	9	42	3	23	0	0	0	Family/GeneralPractice	Other	Respiratory	Other	no	no	no	no	yes
[70-80)	1	52	2	7	0	0	0	Other	Injury	Respiratory	Respiratory	no	no	no	no	no
[60-70)	4	56	2	20	0	0	0	Emergency/Trauma	Injury	Other	Circulatory	no	no	yes	yes	yes
[60-70)	2	27	0	12	0	0	0	Missing	Digestive	Respiratory	Diabetes	no	high	yes	yes	yes
[70-80)	6	62	5	23	0	0	0	Emergency/Trauma	Respiratory	Respiratory	Diabetes	no	no	yes	yes	yes
[50-60)	2	1	0	4	0	0	0	Other	Diabetes	Circulatory	Other	no	no	yes	yes	no
[40-50)	3	1	1	16	1	0	1	Emergency/Trauma	Other	Other	Other	no	no	yes	yes	yes
[50-60)	8	52	5	18	0	0	0	Cardiology	Respiratory	Circulatory	Other	no	no	no	yes	no
[60-70)	13	2	1	16	0	0	0	Other	Other	Other	Other	no	no	yes	yes	yes
[60-70)	1	46	0	10	0	0	0	Surgery	Respiratory	Other	Other	no	no	no	no	yes
[40-50)	5	9	1	20	0	1	0	Surgery	Injury	Injury	Other	normal	no	no	yes	no
[60-70)	1	50	5	8	0	2	0	Cardiology	Injury	Circulatory	Circulatory	no	high	no	yes	yes
[50-60)	1	13	0	13	0	3	0	Missing	Circulatory	Circulatory	Diabetes	no	no	yes	yes	yes
[70-80)	8	69	1	25	0	0	0	Missing	Circulatory	Circulatory	Other	no	no	yes	yes	yes
[60-70)	5	50	0	19	2	1	0	Missing	Other	Other	Other	no	normal	no	yes	no
[60-70)	4	27	2	17	0	0	1	Missing	Respiratory	Respiratory	Other	no	no	yes	yes	no
[70-80)	8	25	0	20	0	0	0	Missing	Circulatory	Respiratory	Other	normal	no	no	no	yes
[40-50)	11	45	2	26	0	0	0	Missing	Diabetes	Injury	Injury	no	no	yes	yes	no
[50-60)	4	24	0	16	0	2	0	Family/GeneralPractice	Digestive	Other	Other	high	no	yes	yes	yes

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