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	29	5	4	0	0	0	Missing	Circulatory	Other	Digestive	no	no	no	yes	no
[50-60)	4	65	0	17	0	0	0	Emergency/Trauma	Respiratory	Diabetes	Other	no	no	no	yes	no
[60-70)	8	63	2	15	0	0	0	Emergency/Trauma	Musculoskeletal	Digestive	Digestive	no	no	yes	yes	no
[70-80)	3	55	4	14	0	1	2	Emergency/Trauma	Circulatory	Respiratory	Other	no	high	yes	yes	no
[90-100)	10	44	0	27	1	1	0	Missing	Other	Other	Respiratory	no	no	yes	yes	no
[50-60)	2	23	0	15	0	0	0	Missing	Circulatory	Circulatory	Other	no	no	no	yes	no
[80-90)	6	40	1	20	1	3	0	Family/GeneralPractice	Diabetes	Circulatory	Other	no	no	yes	yes	yes
[60-70)	6	74	0	21	0	0	0	Emergency/Trauma	Digestive	Digestive	Other	no	no	yes	yes	yes
[50-60)	7	50	4	8	0	0	0	Missing	Circulatory	Diabetes	Circulatory	no	no	yes	yes	no
[90-100)	2	37	0	9	1	1	0	Missing	Other	Digestive	Circulatory	no	no	yes	yes	yes
[50-60)	1	44	2	12	0	2	0	Missing	Digestive	Digestive	Circulatory	no	no	no	yes	no
[50-60)	3	59	1	13	0	0	0	Missing	Respiratory	Circulatory	Diabetes	no	no	no	yes	yes
[60-70)	6	49	2	38	0	0	0	Surgery	Circulatory	Other	Other	no	no	yes	yes	yes
[50-60)	4	45	1	14	0	0	0	Other	Diabetes	Circulatory	Digestive	no	no	no	no	no
[70-80)	5	53	0	15	0	0	0	InternalMedicine	Circulatory	Circulatory	Circulatory	no	no	no	yes	no
[40-50)	5	44	0	22	0	0	0	Missing	Other	Respiratory	Other	no	high	no	yes	no
[50-60)	1	10	0	16	0	1	0	Missing	Circulatory	Circulatory	Other	no	no	no	yes	no
[90-100)	12	45	0	22	0	0	0	InternalMedicine	Circulatory	Circulatory	Injury	no	no	no	yes	no
[70-80)	1	35	2	7	0	0	0	Cardiology	Circulatory	Circulatory	Respiratory	no	no	no	no	no
[50-60)	3	48	0	13	0	0	2	Family/GeneralPractice	Other	Circulatory	Diabetes	no	no	yes	yes	no
[60-70)	4	45	0	13	1	1	0	Emergency/Trauma	Digestive	Circulatory	Circulatory	no	no	yes	yes	no
[50-60)	2	28	0	15	4	0	0	Missing	Circulatory	Respiratory	Circulatory	no	no	no	yes	no
[40-50)	4	73	5	14	0	0	0	Cardiology	Musculoskeletal	Respiratory	Respiratory	no	no	no	no	no
[60-70)	3	42	1	15	0	4	0	Missing	Digestive	Circulatory	Other	no	no	yes	yes	yes
[60-70)	2	2	2	25	0	1	0	Missing	Digestive	Digestive	Other	no	no	yes	yes	yes
[60-70)	5	54	0	23	0	3	0	InternalMedicine	Other	Respiratory	Diabetes	normal	no	no	yes	yes
[80-90)	8	39	0	22	0	0	0	Surgery	Injury	Other	Other	no	no	yes	yes	no
[50-60)	5	2	2	15	0	1	0	Cardiology	Other	Other	Diabetes	no	no	yes	yes	yes
[60-70)	5	48	1	24	0	2	0	InternalMedicine	Circulatory	Circulatory	Other	no	no	yes	yes	yes
[50-60)	7	46	4	18	0	0	0	Missing	Circulatory	Circulatory	Digestive	no	no	no	no	yes
[40-50)	2	45	0	9	0	0	0	Other	Respiratory	Circulatory	Other	no	no	no	yes	no
[70-80)	1	5	1	21	0	0	0	Other	Musculoskeletal	Circulatory	Diabetes	no	no	yes	yes	no
[50-60)	4	52	3	17	0	0	0	Other	Other	Other	Other	no	no	yes	yes	no
[70-80)	4	60	0	13	2	0	0	Missing	Other	Respiratory	Other	no	no	no	yes	yes
[60-70)	9	56	1	21	0	0	0	Missing	Other	Digestive	Digestive	no	no	yes	yes	no
[80-90)	6	18	0	8	0	0	0	InternalMedicine	Respiratory	Other	Diabetes	high	no	yes	yes	no
[60-70)	12	82	5	31	0	1	0	Cardiology	Circulatory	Circulatory	Respiratory	no	no	yes	yes	yes
[40-50)	4	48	6	34	0	0	0	Cardiology	Circulatory	Injury	Circulatory	no	no	no	no	yes
[50-60)	3	1	0	2	0	0	0	Missing	Other	Diabetes	Other	no	no	no	no	yes
[70-80)	3	70	0	20	0	6	1	Missing	Other	Other	Other	no	no	yes	yes	yes
[70-80)	5	69	3	17	1	2	0	Family/GeneralPractice	Circulatory	Circulatory	Circulatory	no	no	yes	yes	yes
[70-80)	12	70	1	45	0	2	0	Missing	Injury	Circulatory	Respiratory	no	no	yes	yes	yes
[50-60)	6	56	1	15	0	1	0	Emergency/Trauma	Musculoskeletal	Circulatory	Musculoskeletal	no	no	no	yes	no
[70-80)	9	17	1	34	2	0	0	Family/GeneralPractice	Respiratory	Respiratory	Other	normal	no	yes	yes	no
[70-80)	4	66	3	19	0	3	0	InternalMedicine	Other	Other	Circulatory	no	no	no	yes	yes
[50-60)	1	46	2	8	0	0	0	InternalMedicine	Digestive	Other	Digestive	no	no	no	yes	yes
[80-90)	9	42	1	31	0	2	1	Other	Circulatory	Circulatory	Other	no	no	yes	yes	no
[60-70)	13	61	4	25	0	0	0	InternalMedicine	Respiratory	Respiratory	Other	no	high	yes	yes	yes
[60-70)	9	30	4	28	0	0	1	Other	Diabetes	Circulatory	Circulatory	no	no	no	no	no
[70-80)	9	67	2	27	1	0	0	Missing	Respiratory	Other	Circulatory	no	no	yes	yes	yes
[60-70)	9	59	2	25	0	2	0	Missing	Respiratory	Respiratory	Other	no	no	no	no	no
[70-80)	3	59	0	10	0	0	0	Family/GeneralPractice	Other	Other	Other	no	no	no	yes	no
[80-90)	10	44	0	27	0	1	0	Missing	Circulatory	Circulatory	Other	no	no	no	yes	no
[90-100)	5	28	0	5	0	3	0	Emergency/Trauma	Digestive	Musculoskeletal	Diabetes	no	no	no	yes	yes
[80-90)	1	37	2	22	0	1	0	Cardiology	Injury	Circulatory	Circulatory	no	no	no	yes	yes
[80-90)	1	38	1	10	0	0	0	Cardiology	Circulatory	Circulatory	Circulatory	no	no	yes	yes	no
[80-90)	3	51	2	18	1	1	0	Missing	Circulatory	Circulatory	Circulatory	no	no	no	no	yes
[60-70)	5	62	6	19	0	1	0	Cardiology	Circulatory	Circulatory	Circulatory	no	high	no	no	no
[70-80)	5	45	5	20	0	0	0	Cardiology	Circulatory	Circulatory	Circulatory	no	no	yes	yes	no
[50-60)	2	44	3	18	0	0	0	Family/GeneralPractice	Circulatory	Diabetes	Circulatory	no	no	yes	yes	no
[50-60)	5	70	0	14	0	0	0	Missing	Digestive	Other	Injury	no	no	yes	yes	no
[80-90)	4	65	2	5	0	0	0	Missing	Digestive	Other	Digestive	no	no	no	no	no
[80-90)	7	83	6	37	2	1	0	Missing	Circulatory	Injury	Circulatory	no	normal	no	yes	yes
[70-80)	4	17	1	18	3	0	0	Surgery	Circulatory	Circulatory	Circulatory	normal	no	no	no	yes
[80-90)	3	38	0	10	0	0	0	InternalMedicine	Injury	Other	Other	no	no	yes	yes	no
[50-60)	4	48	0	13	4	6	2	Missing	Diabetes	Digestive	Other	no	no	yes	yes	yes
[60-70)	4	8	0	20	0	0	0	Emergency/Trauma	Circulatory	Other	Circulatory	no	no	yes	yes	yes
[50-60)	2	1	0	5	0	0	0	Missing	Respiratory	Other	Other	no	no	no	no	no
[70-80)	7	54	6	33	0	0	0	Missing	Circulatory	Respiratory	Respiratory	no	high	yes	yes	no
[50-60)	5	62	2	12	0	0	0	Missing	Digestive	Digestive	Other	no	normal	no	yes	no
[60-70)	2	47	5	17	0	0	0	Missing	Circulatory	Respiratory	Circulatory	no	no	no	no	no
[80-90)	4	12	0	14	0	1	0	Family/GeneralPractice	Other	Other	Circulatory	normal	no	yes	yes	yes
[50-60)	1	76	0	8	0	0	0	Emergency/Trauma	Respiratory	Other	Diabetes	no	high	yes	yes	no
[80-90)	1	55	3	8	0	0	0	Missing	Respiratory	Circulatory	Other	no	no	no	yes	no
[80-90)	6	65	0	17	0	0	0	Family/GeneralPractice	Respiratory	Respiratory	Respiratory	no	no	no	yes	yes
[80-90)	2	33	3	7	0	2	0	InternalMedicine	Circulatory	Circulatory	Digestive	no	no	no	no	yes
[70-80)	4	48	6	23	0	0	0	InternalMedicine	Circulatory	Respiratory	Circulatory	no	no	no	yes	no
[80-90)	7	39	1	28	0	0	0	Missing	Circulatory	Circulatory	Circulatory	no	no	yes	yes	no
[70-80)	12	50	3	25	0	3	3	InternalMedicine	Other	Other	Other	no	no	no	yes	no
[70-80)	1	31	6	9	0	0	0	Cardiology	Circulatory	Diabetes	Circulatory	no	no	yes	yes	no
[60-70)	3	29	1	21	0	0	0	Missing	Other	Respiratory	Circulatory	no	no	no	yes	yes
[70-80)	4	22	0	15	0	2	0	Missing	Other	Circulatory	Diabetes	no	no	yes	yes	yes
[70-80)	1	20	1	23	0	0	0	Missing	Circulatory	Circulatory	Other	no	no	no	no	no
[70-80)	2	58	0	18	0	1	0	Family/GeneralPractice	Other	Circulatory	Circulatory	no	no	yes	yes	no
[90-100)	4	44	1	12	0	0	0	Missing	Injury	Circulatory	Other	no	no	no	yes	yes
[90-100)	4	57	0	16	0	0	0	Family/GeneralPractice	Circulatory	Circulatory	Circulatory	no	no	yes	yes	yes
[40-50)	3	38	3	20	0	0	0	Missing	Other	Other	Other	no	no	no	no	no
[70-80)	2	33	3	8	0	0	0	Emergency/Trauma	Respiratory	Circulatory	Other	no	no	no	no	no
[40-50)	2	41	0	7	0	0	0	Other	Other	Circulatory	Respiratory	no	no	no	no	no
[50-60)	1	29	0	9	0	0	0	Missing	Other	Diabetes	Other	no	no	yes	yes	yes
[50-60)	3	40	6	16	0	0	0	Surgery	Injury	Respiratory	Circulatory	no	no	yes	yes	yes
[40-50)	2	66	0	10	0	0	0	Family/GeneralPractice	Diabetes	Other	Other	no	high	yes	yes	no
[50-60)	1	39	0	11	0	0	0	InternalMedicine	Digestive	Other	Other	no	no	no	yes	yes
[90-100)	3	18	0	12	2	0	0	Family/GeneralPractice	Other	Other	Other	high	no	yes	yes	no
[50-60)	7	54	0	20	0	4	0	Cardiology	Circulatory	Other	Circulatory	no	no	yes	yes	yes
[70-80)	4	29	1	30	0	1	0	Missing	Musculoskeletal	Respiratory	Circulatory	no	no	yes	yes	no
[80-90)	9	40	0	24	0	0	0	Cardiology	Other	Diabetes	Injury	no	high	yes	yes	yes
[70-80)	13	49	0	16	0	4	0	Missing	Respiratory	Diabetes	Other	no	no	no	no	no
[80-90)	3	52	0	15	0	0	0	InternalMedicine	Other	Circulatory	Other	no	no	yes	yes	yes
[60-70)	2	32	0	11	1	0	0	Missing	Respiratory	Other	Circulatory	no	no	no	yes	no

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