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
[70-80)	5	51	0	18	0	0	0	Missing	Circulatory	Diabetes	Other	no	no	yes	yes	no
[60-70)	1	25	0	16	2	0	0	Missing	Digestive	Circulatory	Diabetes	normal	no	yes	yes	yes
[80-90)	3	40	1	8	0	2	0	InternalMedicine	Diabetes	Diabetes	Other	no	no	yes	yes	yes
[70-80)	12	54	6	31	0	0	0	InternalMedicine	Diabetes	Injury	Other	no	no	yes	yes	no
[70-80)	3	40	2	7	0	0	0	Missing	Digestive	Other	Circulatory	no	no	no	no	no
[80-90)	7	45	0	17	0	0	0	Missing	Circulatory	Respiratory	Circulatory	no	no	yes	yes	no
[60-70)	13	71	3	35	0	2	0	Missing	Circulatory	Circulatory	Other	no	no	no	no	yes
[60-70)	12	35	2	11	0	0	0	Other	Other	Diabetes	Circulatory	no	no	no	yes	yes
[50-60)	2	9	1	18	0	1	0	Other	Musculoskeletal	Diabetes	Other	no	no	no	yes	no
[40-50)	1	44	0	17	0	1	1	Missing	Other	Circulatory	Other	no	normal	yes	yes	yes
[60-70)	1	41	0	4	0	0	0	Cardiology	Respiratory	Other	Diabetes	no	no	no	no	no
[50-60)	14	63	1	15	0	0	0	Emergency/Trauma	Respiratory	Other	Digestive	no	no	no	yes	no
[70-80)	3	45	0	11	0	2	0	InternalMedicine	Diabetes	Respiratory	Circulatory	normal	no	no	yes	yes
[70-80)	2	36	2	9	1	0	0	Missing	Digestive	Circulatory	Other	no	no	no	no	no
[40-50)	1	46	0	21	7	0	0	Family/GeneralPractice	Respiratory	Circulatory	Circulatory	no	no	yes	yes	yes
[40-50)	10	70	2	24	2	0	0	Missing	Respiratory	Circulatory	Other	high	no	yes	yes	yes
[50-60)	2	64	6	13	0	0	0	Missing	Circulatory	Other	Other	no	no	no	no	no
[70-80)	2	1	1	15	0	0	0	Missing	Injury	Respiratory	Other	no	no	yes	yes	no
[40-50)	5	52	2	6	0	0	0	InternalMedicine	Circulatory	Other	Circulatory	no	no	no	no	no
[80-90)	3	63	0	8	0	0	0	Family/GeneralPractice	Respiratory	Other	Other	no	normal	no	no	yes
[70-80)	12	20	0	13	0	1	0	Missing	Other	Other	Other	no	no	no	yes	no
[50-60)	4	58	0	23	0	0	0	Emergency/Trauma	Respiratory	Respiratory	Diabetes	no	high	yes	yes	no
[70-80)	7	60	2	21	0	1	0	Other	Other	Other	Injury	no	no	yes	yes	no
[60-70)	2	86	0	8	7	6	0	InternalMedicine	Other	Digestive	Other	no	no	no	no	yes
[80-90)	2	25	1	14	0	3	0	Missing	Injury	Other	Digestive	no	no	no	yes	no
[60-70)	2	43	1	9	0	1	2	InternalMedicine	Diabetes	Other	Other	no	no	yes	yes	no
[40-50)	5	74	2	23	1	0	1	Missing	Other	Other	Respiratory	no	high	no	no	yes
[40-50)	2	24	2	30	0	0	0	Surgery	Musculoskeletal	Injury	Circulatory	no	no	yes	yes	yes
[60-70)	5	49	0	22	0	0	0	InternalMedicine	Other	Other	Other	no	no	yes	yes	no
[80-90)	4	71	0	12	0	1	0	Cardiology	Circulatory	Circulatory	Diabetes	no	no	yes	yes	no
[50-60)	2	51	1	24	0	0	0	Other	Diabetes	Injury	Missing	no	no	yes	yes	yes
[60-70)	6	54	2	13	0	0	0	Missing	Other	Other	Other	no	no	no	yes	no
[60-70)	2	21	6	15	0	0	0	Missing	Circulatory	Circulatory	Other	no	no	no	yes	yes
[70-80)	4	22	1	27	0	0	0	Missing	Injury	Other	Circulatory	no	no	yes	yes	no
[70-80)	4	64	0	9	1	0	0	InternalMedicine	Other	Other	Other	no	no	yes	yes	no
[80-90)	7	55	0	22	0	0	0	Missing	Circulatory	Other	Musculoskeletal	no	no	yes	yes	yes
[80-90)	3	55	0	19	1	0	0	Missing	Respiratory	Respiratory	Other	no	no	yes	yes	yes
[90-100)	5	62	0	19	0	0	2	Emergency/Trauma	Respiratory	Other	Circulatory	no	no	yes	yes	yes
[70-80)	4	48	0	13	0	0	0	Missing	Circulatory	Circulatory	Circulatory	no	no	no	no	yes
[40-50)	2	63	0	24	0	1	0	Missing	Other	Diabetes	Other	no	no	no	yes	yes
[70-80)	1	23	5	8	1	0	0	Missing	Circulatory	Diabetes	Circulatory	no	no	no	yes	no
[70-80)	3	45	0	10	0	0	0	InternalMedicine	Circulatory	Other	Diabetes	no	no	no	yes	yes
[70-80)	3	1	1	14	0	0	0	Missing	Circulatory	Other	Respiratory	no	no	no	yes	no
[70-80)	2	30	0	14	0	0	0	Missing	Circulatory	Diabetes	Digestive	no	no	yes	yes	no
[70-80)	2	53	0	13	0	1	0	InternalMedicine	Digestive	Circulatory	Respiratory	no	no	no	yes	no
[80-90)	4	47	0	14	2	5	1	Missing	Circulatory	Other	Circulatory	no	no	yes	yes	yes
[70-80)	1	23	3	6	0	0	0	InternalMedicine	Circulatory	Circulatory	Diabetes	no	high	no	yes	yes
[90-100)	4	59	0	7	0	0	1	Missing	Other	Other	Respiratory	no	no	yes	yes	no
[40-50)	3	43	6	19	0	0	0	Cardiology	Circulatory	Circulatory	Diabetes	no	no	yes	yes	yes
[80-90)	1	7	0	6	0	0	0	Emergency/Trauma	Respiratory	Musculoskeletal	Musculoskeletal	no	high	no	yes	yes
[40-50)	7	55	1	24	0	12	0	Family/GeneralPractice	Other	Other	Diabetes	no	no	yes	yes	yes
[70-80)	2	31	0	11	0	0	0	Surgery	Musculoskeletal	Respiratory	Diabetes	no	no	yes	yes	no
[70-80)	9	36	2	9	0	0	0	Family/GeneralPractice	Circulatory	Circulatory	Circulatory	no	no	no	yes	no
[80-90)	4	67	1	16	0	0	0	Missing	Respiratory	Other	Other	no	no	no	yes	no
[80-90)	9	20	1	19	0	1	0	Missing	Other	Musculoskeletal	Other	no	no	yes	yes	yes
[80-90)	6	65	0	18	0	0	0	Missing	Circulatory	Diabetes	Circulatory	no	no	yes	yes	yes
[70-80)	8	55	0	8	0	1	0	InternalMedicine	Diabetes	Other	Circulatory	normal	no	no	yes	no
[50-60)	1	1	2	3	2	0	0	Missing	Other	Diabetes	Other	no	no	no	no	yes
[50-60)	7	47	0	19	0	1	0	Family/GeneralPractice	Injury	Other	Injury	no	no	no	yes	no
[50-60)	2	10	3	16	1	0	0	Missing	Respiratory	Other	Circulatory	no	no	yes	yes	no
[80-90)	1	29	6	9	0	0	0	Cardiology	Circulatory	Circulatory	Other	no	no	no	no	no
[60-70)	5	63	0	25	0	0	0	InternalMedicine	Circulatory	Respiratory	Respiratory	no	high	yes	yes	yes
[70-80)	1	39	3	17	0	0	0	Cardiology	Circulatory	Circulatory	Circulatory	no	no	no	no	no
[40-50)	2	39	1	7	0	0	0	Emergency/Trauma	Respiratory	Circulatory	Other	no	no	no	no	no
[80-90)	4	11	0	14	21	2	0	Missing	Circulatory	Circulatory	Circulatory	no	no	no	no	yes
[60-70)	3	46	3	18	0	0	0	Missing	Circulatory	Circulatory	Respiratory	no	normal	no	no	no
[70-80)	5	39	1	40	1	0	0	Missing	Musculoskeletal	Circulatory	Diabetes	no	no	no	yes	yes
[80-90)	5	49	0	12	0	6	0	Missing	Circulatory	Circulatory	Diabetes	no	high	yes	yes	no
[50-60)	3	56	0	11	0	0	0	Missing	Diabetes	Circulatory	Other	no	no	no	yes	no
[40-50)	3	50	0	11	0	0	2	InternalMedicine	Diabetes	Respiratory	Digestive	no	high	yes	yes	no
[60-70)	4	53	0	14	0	1	0	Cardiology	Respiratory	Circulatory	Respiratory	no	no	no	yes	no
[50-60)	3	55	1	18	0	0	0	Missing	Other	Digestive	Circulatory	no	no	yes	yes	no
[50-60)	3	28	3	22	0	3	2	Emergency/Trauma	Diabetes	Other	Other	no	no	yes	yes	yes
[60-70)	1	32	0	5	0	0	0	Missing	Other	Circulatory	Diabetes	no	high	no	no	no
[60-70)	9	44	0	22	0	0	0	Missing	Digestive	Other	Other	no	no	no	yes	no
[60-70)	2	32	2	18	1	0	0	Other	Musculoskeletal	Other	Diabetes	no	no	no	yes	no
[40-50)	2	45	0	11	0	2	0	Family/GeneralPractice	Digestive	Digestive	Other	no	no	yes	yes	yes
[50-60)	3	46	0	12	0	1	0	Missing	Digestive	Other	Circulatory	no	no	no	yes	yes
[60-70)	6	60	4	28	0	0	0	InternalMedicine	Circulatory	Circulatory	Circulatory	no	normal	no	yes	no
[60-70)	1	13	3	8	0	0	0	Cardiology	Circulatory	Diabetes	Missing	no	no	no	no	no
[60-70)	8	54	0	17	0	0	0	Missing	Circulatory	Circulatory	Other	no	no	yes	yes	yes
[80-90)	2	2	1	8	2	2	0	Missing	Musculoskeletal	Other	Musculoskeletal	no	no	no	yes	no
[60-70)	3	46	5	13	0	0	0	Cardiology	Circulatory	Circulatory	Diabetes	no	no	no	yes	no
[60-70)	10	54	4	21	1	0	0	Missing	Circulatory	Circulatory	Circulatory	no	no	yes	yes	no
[50-60)	9	84	1	28	0	4	1	Missing	Circulatory	Other	Circulatory	no	normal	yes	yes	yes
[70-80)	1	49	3	9	0	0	0	Cardiology	Circulatory	Diabetes	Circulatory	no	no	no	no	yes
[60-70)	2	36	0	13	0	0	0	Missing	Circulatory	Circulatory	Circulatory	no	no	no	no	no
[60-70)	3	42	0	11	0	0	0	Family/GeneralPractice	Circulatory	Diabetes	Circulatory	no	no	no	yes	yes
[80-90)	9	64	1	12	0	0	0	Missing	Other	Other	Diabetes	no	no	yes	yes	yes
[40-50)	7	61	0	8	0	1	0	Other	Other	Diabetes	Circulatory	no	high	yes	yes	yes
[80-90)	1	38	0	7	0	0	0	InternalMedicine	Respiratory	Other	Circulatory	no	no	no	no	no
[40-50)	5	1	0	12	0	0	0	Other	Circulatory	Diabetes	Other	no	no	yes	yes	no
[70-80)	11	83	4	28	0	0	0	InternalMedicine	Circulatory	Circulatory	Diabetes	no	no	no	yes	yes
[50-60)	3	30	2	7	1	0	0	Missing	Digestive	Circulatory	Other	no	no	no	no	yes
[80-90)	3	44	1	29	1	3	0	Other	Musculoskeletal	Other	Circulatory	no	no	yes	yes	yes
[60-70)	2	29	1	21	0	2	0	Surgery	Diabetes	Musculoskeletal	Musculoskeletal	no	no	no	yes	yes
[60-70)	2	39	3	13	0	2	0	Surgery	Injury	Other	Circulatory	no	no	no	no	yes
[80-90)	2	37	0	16	0	0	0	Family/GeneralPractice	Other	Other	Respiratory	no	no	no	yes	no
[70-80)	2	38	1	17	0	0	0	Missing	Injury	Other	Diabetes	no	no	yes	yes	no
[60-70)	2	1	1	7	0	0	0	Family/GeneralPractice	Digestive	Other	Digestive	no	high	no	no	no

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