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)	3	2	0	10	0	0	0	Missing	Circulatory	Circulatory	Circulatory	no	no	yes	yes	no
[70-80)	1	3	2	13	0	0	0	Missing	Other	Circulatory	Diabetes	no	no	no	no	yes
[70-80)	6	66	3	17	0	0	0	Missing	Circulatory	Respiratory	Circulatory	no	high	no	no	yes
[60-70)	2	23	1	9	0	0	0	InternalMedicine	Digestive	Digestive	Diabetes	no	no	yes	yes	yes
[50-60)	13	86	6	39	0	1	0	Family/GeneralPractice	Respiratory	Circulatory	Other	no	no	no	yes	yes
[60-70)	7	38	0	18	0	0	0	InternalMedicine	Respiratory	Circulatory	Circulatory	no	no	yes	yes	yes
[60-70)	2	2	1	10	0	0	0	Missing	Digestive	Circulatory	Diabetes	no	no	yes	yes	no
[50-60)	2	47	3	17	0	0	0	Cardiology	Digestive	Respiratory	Diabetes	no	high	yes	yes	yes
[70-80)	6	48	0	9	0	0	0	InternalMedicine	Other	Circulatory	Circulatory	no	no	yes	yes	yes
[60-70)	5	1	1	13	3	1	0	Emergency/Trauma	Circulatory	Circulatory	Circulatory	no	no	yes	yes	no
[80-90)	6	28	2	11	0	1	0	Missing	Other	Other	Other	no	no	yes	yes	yes
[70-80)	1	60	0	9	0	1	0	Cardiology	Circulatory	Circulatory	Other	no	no	no	yes	yes
[70-80)	3	33	2	10	0	0	0	Missing	Digestive	Other	Circulatory	no	no	no	no	yes
[50-60)	5	33	0	28	0	0	0	Family/GeneralPractice	Other	Musculoskeletal	Respiratory	no	no	no	no	yes
[60-70)	3	33	0	4	0	0	0	Other	Diabetes	Circulatory	Other	no	no	no	no	no
[60-70)	3	59	0	10	0	0	0	Missing	Respiratory	Musculoskeletal	Circulatory	no	normal	yes	yes	no
[60-70)	2	58	0	14	4	3	3	Missing	Diabetes	Other	Other	no	high	yes	yes	no
[80-90)	10	48	2	37	0	2	1	InternalMedicine	Digestive	Digestive	Other	no	no	yes	yes	yes
[50-60)	1	48	0	18	0	0	0	InternalMedicine	Circulatory	Diabetes	Circulatory	no	no	yes	yes	yes
[80-90)	5	29	0	9	2	0	0	Missing	Digestive	Other	Circulatory	no	no	no	yes	yes
[70-80)	5	9	1	15	0	2	0	Emergency/Trauma	Circulatory	Circulatory	Other	no	no	yes	yes	yes
[50-60)	4	59	5	16	0	0	0	Missing	Circulatory	Respiratory	Other	no	no	no	no	yes
[70-80)	2	41	1	11	0	0	0	InternalMedicine	Injury	Circulatory	Respiratory	no	no	yes	yes	yes
[70-80)	4	56	0	19	0	2	0	Family/GeneralPractice	Digestive	Circulatory	Digestive	no	no	no	yes	yes
[40-50)	8	65	3	33	0	0	0	Missing	Digestive	Diabetes	Digestive	no	no	yes	yes	no
[80-90)	6	33	0	21	0	0	0	InternalMedicine	Other	Other	Other	no	no	no	no	no
[50-60)	5	39	2	29	1	6	0	Missing	Other	Other	Diabetes	no	no	no	yes	yes
[70-80)	3	51	0	13	0	0	0	Missing	Other	Respiratory	Other	no	no	no	no	no
[50-60)	4	38	1	12	0	0	0	Family/GeneralPractice	Diabetes	Other	Other	no	no	yes	yes	yes
[50-60)	4	62	2	19	0	1	0	Missing	Digestive	Other	Digestive	no	no	no	yes	yes
[80-90)	4	3	3	23	0	0	0	Other	Musculoskeletal	Circulatory	Circulatory	no	no	no	yes	no
[50-60)	5	72	2	17	0	0	0	Other	Circulatory	Diabetes	Diabetes	no	no	no	yes	no
[60-70)	2	19	1	9	0	0	0	InternalMedicine	Other	Diabetes	Other	no	no	yes	yes	no
[60-70)	5	66	1	25	1	0	0	Missing	Other	Other	Other	no	normal	no	yes	no
[60-70)	7	29	3	25	0	1	0	Missing	Digestive	Diabetes	Circulatory	no	no	no	no	no
[40-50)	8	46	2	24	0	3	6	InternalMedicine	Diabetes	Other	Circulatory	no	no	yes	yes	yes
[40-50)	6	37	1	14	0	0	0	Emergency/Trauma	Injury	Other	Other	no	no	yes	yes	no
[80-90)	5	29	3	8	0	0	0	Missing	Circulatory	Circulatory	Diabetes	no	no	no	yes	no
[70-80)	6	50	0	20	2	0	0	Missing	Circulatory	Other	Circulatory	no	no	yes	yes	yes
[40-50)	2	32	0	6	0	0	0	InternalMedicine	Digestive	Diabetes	Circulatory	no	no	no	no	no
[60-70)	5	59	2	19	3	1	0	Missing	Diabetes	Other	Respiratory	no	no	yes	yes	yes
[70-80)	8	57	0	22	1	0	1	Missing	Other	Respiratory	Other	no	no	no	no	yes
[50-60)	1	43	0	6	0	0	0	InternalMedicine	Diabetes	Other	Respiratory	no	no	yes	yes	no
[60-70)	7	57	0	21	0	0	0	Missing	Respiratory	Diabetes	Circulatory	no	no	no	yes	yes
[70-80)	4	45	0	12	0	0	0	InternalMedicine	Circulatory	Circulatory	Diabetes	no	no	no	no	no
[70-80)	1	50	0	5	0	0	0	Family/GeneralPractice	Respiratory	Other	Circulatory	no	no	yes	yes	yes
[50-60)	6	45	0	24	0	0	0	Missing	Respiratory	Diabetes	Circulatory	no	no	yes	yes	yes
[80-90)	7	44	1	11	0	1	0	Missing	Diabetes	Other	Other	no	normal	no	yes	no
[60-70)	2	70	6	17	1	0	0	Cardiology	Circulatory	Circulatory	Circulatory	no	no	no	no	yes
[40-50)	3	75	0	12	0	3	1	Missing	Circulatory	Circulatory	Digestive	no	no	no	yes	yes
[60-70)	3	47	0	15	0	0	0	Missing	Other	Other	Other	no	no	yes	yes	no
[80-90)	3	5	3	11	0	0	0	Missing	Circulatory	Circulatory	Diabetes	no	no	no	yes	no
[70-80)	1	40	0	9	0	1	0	Emergency/Trauma	Respiratory	Circulatory	Other	no	no	no	yes	yes
[80-90)	5	59	1	22	1	1	0	Missing	Other	Other	Circulatory	no	no	yes	yes	yes
[60-70)	7	45	0	16	0	1	0	Missing	Respiratory	Respiratory	Circulatory	no	no	yes	yes	no
[80-90)	1	48	0	12	0	1	0	Emergency/Trauma	Circulatory	Other	Circulatory	no	no	yes	yes	no
[50-60)	2	43	6	14	0	0	0	Other	Circulatory	Circulatory	Circulatory	no	no	no	yes	yes
[80-90)	4	37	2	35	1	2	0	InternalMedicine	Other	Circulatory	Diabetes	no	no	yes	yes	yes
[70-80)	3	38	0	20	0	5	0	Family/GeneralPractice	Respiratory	Circulatory	Circulatory	no	high	yes	yes	yes
[70-80)	4	23	0	12	0	0	2	Family/GeneralPractice	Respiratory	Diabetes	Other	high	no	yes	yes	no
[50-60)	1	31	0	2	0	0	0	Missing	Circulatory	Diabetes	Other	no	no	no	yes	no
[40-50)	2	51	0	9	0	0	0	Family/GeneralPractice	Circulatory	Respiratory	Circulatory	no	no	yes	yes	yes
[50-60)	1	37	6	13	0	0	0	Missing	Circulatory	Circulatory	Other	no	no	yes	yes	yes
[60-70)	9	47	2	22	0	0	0	Missing	Digestive	Missing	Diabetes	no	no	yes	yes	yes
[70-80)	2	55	0	17	0	1	0	InternalMedicine	Other	Respiratory	Injury	no	no	no	no	yes
[60-70)	5	75	1	19	0	0	0	Missing	Respiratory	Circulatory	Respiratory	no	no	yes	yes	no
[70-80)	1	43	0	10	0	0	0	InternalMedicine	Diabetes	Respiratory	Other	no	high	no	yes	no
[60-70)	2	13	0	18	0	0	0	Missing	Circulatory	Circulatory	Diabetes	no	no	yes	yes	yes
[40-50)	1	82	0	6	0	0	1	InternalMedicine	Digestive	Diabetes	Other	no	high	yes	yes	no
[80-90)	5	50	0	20	0	0	0	Cardiology	Circulatory	Circulatory	Circulatory	no	no	yes	yes	yes
[90-100)	1	11	0	12	2	3	0	Missing	Circulatory	Diabetes	Circulatory	no	no	yes	yes	no
[80-90)	5	69	1	9	0	0	0	InternalMedicine	Other	Other	Other	no	no	no	no	yes
[60-70)	2	50	3	24	0	1	0	Missing	Circulatory	Circulatory	Circulatory	no	no	yes	yes	yes
[70-80)	7	52	0	17	0	0	0	InternalMedicine	Circulatory	Diabetes	Other	no	no	yes	yes	no
[70-80)	2	48	1	14	0	1	0	Missing	Other	Other	Injury	no	no	yes	yes	yes
[60-70)	4	28	2	27	1	2	2	Missing	Musculoskeletal	Respiratory	Diabetes	no	no	yes	yes	yes
[50-60)	3	33	2	15	0	0	0	Other	Musculoskeletal	Other	Diabetes	no	no	yes	yes	no
[60-70)	5	58	0	17	0	1	0	Missing	Respiratory	Circulatory	Diabetes	no	no	yes	yes	yes
[40-50)	2	20	0	11	0	1	6	Missing	Diabetes	Other	Digestive	no	no	yes	yes	yes
[70-80)	2	8	1	11	0	0	0	Family/GeneralPractice	Circulatory	Other	Diabetes	no	no	yes	yes	no
[80-90)	2	4	0	10	2	0	1	Missing	Circulatory	Circulatory	Diabetes	no	no	no	yes	yes
[70-80)	3	68	3	14	0	0	0	Cardiology	Circulatory	Diabetes	Circulatory	no	high	yes	yes	no
[40-50)	2	76	0	17	0	1	0	Missing	Other	Digestive	Respiratory	no	no	no	no	no
[70-80)	2	47	0	13	0	0	0	Missing	Diabetes	Other	Other	no	high	no	yes	no
[60-70)	1	3	3	7	0	0	0	Surgery	Respiratory	Circulatory	Diabetes	no	no	no	no	no
[40-50)	4	34	0	17	0	2	0	Missing	Injury	Other	Musculoskeletal	no	no	yes	yes	yes
[70-80)	4	58	0	19	0	0	0	Missing	Digestive	Respiratory	Other	no	high	no	no	yes
[70-80)	6	17	4	19	0	0	1	Family/GeneralPractice	Other	Digestive	Digestive	normal	no	no	yes	no
[60-70)	7	37	0	17	0	3	0	Missing	Respiratory	Circulatory	Other	no	no	no	yes	no
[60-70)	4	37	2	15	0	0	0	Missing	Injury	Other	Other	no	no	yes	yes	yes
[70-80)	2	65	3	20	0	0	0	InternalMedicine	Respiratory	Diabetes	Circulatory	no	normal	no	yes	no
[70-80)	3	68	0	17	0	0	0	Missing	Other	Other	Other	no	no	yes	yes	no
[80-90)	4	42	0	10	0	2	1	Missing	Circulatory	Diabetes	Other	no	no	no	no	no
[60-70)	11	74	1	25	0	1	0	Missing	Diabetes	Other	Injury	no	no	no	yes	yes
[40-50)	1	20	4	12	0	0	0	Other	Musculoskeletal	Diabetes	Other	no	no	no	no	no
[50-60)	1	1	1	12	5	0	0	Missing	Circulatory	Other	Diabetes	no	no	no	no	no
[80-90)	5	67	0	13	0	1	0	Missing	Diabetes	Other	Other	no	no	yes	yes	yes
[60-70)	5	73	0	17	1	2	0	Missing	Respiratory	Other	Other	no	high	yes	yes	yes
[70-80)	4	49	0	12	0	0	0	InternalMedicine	Other	Respiratory	Digestive	no	no	no	yes	no
[50-60)	1	43	0	8	0	3	0	Missing	Respiratory	Diabetes	Other	normal	no	yes	yes	yes

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