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
[60-70)	4	24	1	15	0	0	0	Missing	Circulatory	Diabetes	Digestive	no	no	no	no	no
[50-60)	2	9	0	17	0	0	0	Missing	Respiratory	Diabetes	Other	normal	no	yes	yes	no
[60-70)	3	44	1	15	0	0	0	Family/GeneralPractice	Other	Circulatory	Circulatory	no	no	yes	yes	no
[70-80)	2	42	3	10	0	0	0	Emergency/Trauma	Circulatory	Respiratory	Diabetes	no	no	no	no	yes
[70-80)	2	70	1	14	0	1	0	Family/GeneralPractice	Other	Other	Injury	no	no	yes	yes	no
[60-70)	2	39	2	26	0	1	0	Other	Respiratory	Circulatory	Other	no	no	yes	yes	yes
[70-80)	7	54	3	15	0	0	0	InternalMedicine	Musculoskeletal	Other	Other	no	high	yes	yes	yes
[80-90)	6	66	0	12	0	0	0	Missing	Circulatory	Other	Other	no	no	no	yes	no
[80-90)	1	36	0	7	0	0	0	Family/GeneralPractice	Circulatory	Respiratory	Other	no	no	no	yes	yes
[80-90)	7	54	3	14	0	0	0	Missing	Circulatory	Circulatory	Other	no	no	no	yes	no
[70-80)	4	33	2	15	0	0	0	Other	Other	Other	Other	no	no	yes	yes	no
[60-70)	5	54	0	13	0	1	0	Missing	Diabetes	Other	Other	no	no	no	yes	no
[80-90)	5	50	5	22	0	0	0	Missing	Circulatory	Circulatory	Circulatory	no	no	yes	yes	yes
[90-100)	2	35	0	8	0	2	0	Missing	Circulatory	Diabetes	Circulatory	no	no	no	yes	no
[60-70)	3	6	0	11	1	1	2	Missing	Circulatory	Circulatory	Circulatory	no	no	no	yes	yes
[50-60)	3	39	0	16	0	0	0	Missing	Other	Other	Other	no	no	yes	yes	no
[70-80)	1	4	3	15	2	1	0	Missing	Circulatory	Respiratory	Circulatory	no	no	no	yes	no
[50-60)	1	54	1	16	0	0	0	Missing	Musculoskeletal	Digestive	Diabetes	no	normal	no	no	no
[60-70)	3	61	1	4	0	1	0	InternalMedicine	Circulatory	Respiratory	Circulatory	no	no	no	yes	yes
[40-50)	2	32	0	1	0	0	0	InternalMedicine	Respiratory	Circulatory	Circulatory	no	no	no	no	no
[40-50)	1	61	0	15	0	1	0	Missing	Respiratory	Diabetes	Other	no	normal	yes	yes	no
[60-70)	1	39	5	10	0	0	0	Cardiology	Circulatory	Diabetes	Missing	no	no	no	yes	yes
[60-70)	5	67	0	20	0	0	0	InternalMedicine	Circulatory	Diabetes	Circulatory	no	no	no	yes	yes
[50-60)	5	27	0	17	0	0	0	Emergency/Trauma	Respiratory	Respiratory	Diabetes	no	no	yes	yes	yes
[40-50)	6	60	6	15	0	0	0	Missing	Digestive	Circulatory	Injury	no	normal	no	no	no
[80-90)	7	32	4	26	1	1	0	Missing	Circulatory	Injury	Circulatory	no	no	no	no	yes
[60-70)	5	53	3	26	0	1	0	Missing	Circulatory	Respiratory	Other	no	no	no	yes	no
[80-90)	10	45	2	21	0	1	0	Surgery	Injury	Other	Injury	no	no	yes	yes	no
[40-50)	2	34	2	9	0	0	0	InternalMedicine	Other	Diabetes	Other	no	no	no	yes	no
[80-90)	1	52	1	11	0	1	0	Emergency/Trauma	Respiratory	Circulatory	Respiratory	no	no	no	no	no
[60-70)	1	30	2	4	0	0	0	InternalMedicine	Other	Injury	Circulatory	no	no	no	no	no
[60-70)	7	47	4	21	0	0	0	Missing	Diabetes	Other	Musculoskeletal	no	high	yes	yes	no
[60-70)	4	60	0	15	0	0	1	Other	Other	Circulatory	Diabetes	no	no	no	yes	no
[70-80)	5	45	0	8	0	0	0	Missing	Injury	Injury	Injury	no	no	no	yes	no
[60-70)	3	60	0	13	0	0	0	Missing	Injury	Diabetes	Other	no	high	yes	yes	no
[60-70)	8	61	1	37	2	6	0	Missing	Respiratory	Other	Diabetes	no	no	yes	yes	yes
[60-70)	5	60	0	17	0	1	0	InternalMedicine	Respiratory	Circulatory	Diabetes	no	no	yes	yes	yes
[40-50)	2	38	1	29	1	0	0	Surgery	Diabetes	Circulatory	Other	no	no	no	no	no
[60-70)	7	63	3	12	0	1	0	Missing	Diabetes	Circulatory	Circulatory	no	high	no	yes	yes
[50-60)	3	5	0	6	0	1	0	Other	Diabetes	Musculoskeletal	Other	no	no	yes	yes	yes
[50-60)	1	25	0	20	0	0	1	InternalMedicine	Other	Circulatory	Respiratory	no	no	yes	yes	no
[70-80)	6	44	3	15	0	2	0	Missing	Digestive	Digestive	Digestive	no	no	no	yes	no
[70-80)	5	22	0	12	0	0	0	Missing	Other	Other	Other	high	no	yes	yes	yes
[60-70)	9	51	1	25	0	0	0	Emergency/Trauma	Circulatory	Circulatory	Respiratory	no	high	yes	yes	yes
[60-70)	4	49	0	8	0	2	0	Missing	Injury	Digestive	Digestive	no	no	yes	yes	yes
[80-90)	11	67	0	23	0	0	0	Cardiology	Other	Other	Respiratory	no	no	yes	yes	yes
[40-50)	1	46	0	9	0	0	0	Missing	Respiratory	Circulatory	Other	no	no	no	yes	no
[90-100)	3	14	0	14	0	0	0	Missing	Respiratory	Circulatory	Other	no	no	no	yes	yes
[70-80)	1	43	0	15	0	1	0	Missing	Other	Circulatory	Circulatory	no	no	no	no	no
[50-60)	4	62	1	16	0	0	0	Missing	Respiratory	Respiratory	Circulatory	no	high	yes	yes	yes
[70-80)	5	71	1	15	0	0	0	Cardiology	Other	Respiratory	Diabetes	no	no	no	yes	yes
[80-90)	1	21	1	16	1	1	1	Missing	Other	Other	Digestive	no	no	no	yes	yes
[50-60)	9	30	0	16	0	3	1	Missing	Other	Other	Circulatory	no	no	yes	yes	yes
[50-60)	1	41	1	15	0	0	0	Emergency/Trauma	Respiratory	Circulatory	Other	no	no	no	no	no
[40-50)	1	41	3	15	0	0	0	Missing	Digestive	Other	Digestive	no	no	no	no	no
[70-80)	6	79	0	13	0	0	0	Missing	Circulatory	Diabetes	Circulatory	no	no	no	yes	yes
[70-80)	2	69	0	11	0	0	0	InternalMedicine	Respiratory	Respiratory	Circulatory	no	no	no	yes	no
[70-80)	4	54	3	14	0	0	0	Missing	Digestive	Other	Respiratory	no	high	no	yes	no
[70-80)	6	65	5	33	0	0	0	Missing	Circulatory	Circulatory	Other	no	no	yes	yes	no
[70-80)	3	33	2	19	3	0	0	Missing	Musculoskeletal	Other	Circulatory	no	no	yes	yes	yes
[80-90)	3	35	3	5	1	0	0	Emergency/Trauma	Circulatory	Circulatory	Circulatory	no	normal	no	yes	yes
[60-70)	1	49	0	11	0	0	0	InternalMedicine	Digestive	Respiratory	Circulatory	no	normal	no	no	no
[40-50)	6	43	1	16	0	2	1	Cardiology	Circulatory	Circulatory	Other	no	no	no	yes	no
[40-50)	4	30	2	21	0	0	0	Missing	Other	Other	Other	no	no	no	no	yes
[50-60)	2	30	1	12	0	0	0	Family/GeneralPractice	Digestive	Other	Circulatory	no	no	no	yes	yes
[50-60)	1	32	0	10	0	0	1	InternalMedicine	Respiratory	Respiratory	Respiratory	no	no	yes	yes	no
[90-100)	2	52	0	7	0	0	0	Missing	Other	Diabetes	Circulatory	no	no	no	no	no
[70-80)	1	9	1	7	0	0	0	Family/GeneralPractice	Other	Diabetes	Missing	no	no	yes	yes	yes
[40-50)	1	13	0	6	0	0	0	Emergency/Trauma	Respiratory	Circulatory	Other	no	no	no	yes	no
[80-90)	1	7	2	9	0	0	0	InternalMedicine	Circulatory	Circulatory	Diabetes	no	no	no	yes	no
[80-90)	1	31	1	6	0	0	0	Cardiology	Circulatory	Diabetes	Other	no	no	no	no	no
[60-70)	8	40	4	22	2	1	0	Other	Digestive	Other	Circulatory	no	no	no	no	yes
[80-90)	3	66	0	21	1	0	0	Missing	Circulatory	Other	Circulatory	no	no	yes	yes	no
[70-80)	8	22	2	16	0	2	1	Missing	Circulatory	Other	Respiratory	no	no	no	no	yes
[70-80)	2	59	0	12	0	3	5	Missing	Circulatory	Diabetes	Circulatory	no	no	yes	yes	yes
[70-80)	4	54	2	11	0	0	0	Missing	Digestive	Other	Circulatory	no	high	yes	yes	no
[70-80)	1	42	0	9	0	0	0	Family/GeneralPractice	Circulatory	Diabetes	Other	no	normal	no	yes	yes
[70-80)	6	1	6	15	0	2	0	Surgery	Circulatory	Circulatory	Circulatory	no	no	yes	yes	no
[90-100)	3	44	0	22	0	1	1	InternalMedicine	Other	Other	Other	no	no	yes	yes	yes
[60-70)	2	2	0	12	1	0	0	Missing	Respiratory	Other	Circulatory	no	no	no	no	yes
[50-60)	7	79	0	20	0	0	0	Missing	Other	Digestive	Other	no	no	yes	yes	yes
[70-80)	2	32	0	4	2	1	0	Other	Digestive	Other	Respiratory	no	no	no	no	yes
[60-70)	4	43	2	13	0	0	0	Cardiology	Circulatory	Circulatory	Other	no	no	yes	yes	yes
[70-80)	14	68	0	15	0	1	0	Missing	Other	Other	Other	no	no	no	yes	no
[60-70)	4	39	0	10	0	0	0	Surgery	Circulatory	Diabetes	Missing	no	no	no	no	no
[60-70)	2	31	6	13	0	1	0	Other	Circulatory	Circulatory	Respiratory	no	no	no	no	yes
[70-80)	9	75	2	20	0	0	0	Missing	Injury	Digestive	Other	no	no	no	no	no
[70-80)	3	64	0	7	0	0	0	InternalMedicine	Diabetes	Other	Other	no	high	yes	yes	no
[70-80)	3	4	2	27	0	0	0	Other	Other	Circulatory	Diabetes	no	no	yes	yes	no
[70-80)	4	37	0	11	0	0	0	Other	Injury	Circulatory	Circulatory	no	no	no	no	yes
[80-90)	8	25	3	14	2	0	1	InternalMedicine	Digestive	Other	Respiratory	high	no	no	yes	yes
[80-90)	5	17	0	12	3	1	0	Cardiology	Circulatory	Circulatory	Circulatory	high	no	yes	yes	yes
[60-70)	1	42	0	18	0	0	0	Missing	Diabetes	Other	Other	no	no	no	yes	no
[70-80)	6	68	0	13	0	0	0	Missing	Other	Other	Digestive	no	no	no	no	yes
[40-50)	1	15	0	18	1	2	2	Missing	Diabetes	Other	Digestive	no	no	no	no	yes
[70-80)	6	26	3	27	0	0	0	Surgery	Musculoskeletal	Musculoskeletal	Diabetes	no	no	no	yes	no
[50-60)	1	34	6	8	1	1	0	InternalMedicine	Circulatory	Circulatory	Circulatory	no	no	yes	yes	yes
[60-70)	4	4	3	16	0	0	0	Missing	Circulatory	Circulatory	Circulatory	no	no	no	yes	no
[80-90)	11	59	1	22	0	0	0	Missing	Diabetes	Circulatory	Respiratory	no	no	yes	yes	yes
[70-80)	2	2	3	14	0	1	1	InternalMedicine	Digestive	Other	Circulatory	no	no	no	yes	yes

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