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
[50-60)	5	67	1	16	0	1	0	Missing	Circulatory	Circulatory	Other	no	no	no	yes	yes
[80-90)	10	67	0	9	0	3	0	Missing	Other	Respiratory	Circulatory	no	no	yes	yes	yes
[80-90)	4	31	1	25	1	1	0	Missing	Circulatory	Diabetes	Circulatory	no	no	no	yes	yes
[80-90)	10	65	0	25	1	0	0	Missing	Other	Circulatory	Other	no	no	no	yes	yes
[70-80)	4	69	0	14	0	0	0	Missing	Circulatory	Circulatory	Circulatory	no	normal	no	no	no
[70-80)	5	38	0	20	0	1	0	InternalMedicine	Other	Circulatory	Respiratory	no	no	yes	yes	yes
[50-60)	8	43	5	20	0	0	0	InternalMedicine	Diabetes	Other	Musculoskeletal	no	no	no	no	yes
[60-70)	1	19	0	12	0	0	0	Emergency/Trauma	Other	Respiratory	Respiratory	no	high	yes	yes	no
[70-80)	8	61	0	19	0	3	0	InternalMedicine	Circulatory	Circulatory	Circulatory	no	high	no	yes	no
[60-70)	1	39	0	5	0	0	0	Cardiology	Respiratory	Diabetes	Other	no	no	no	no	no
[40-50)	6	43	2	26	0	6	0	Missing	Injury	Other	Circulatory	no	no	no	no	yes
[60-70)	2	19	4	17	2	0	0	Missing	Other	Other	Digestive	no	no	yes	yes	no
[80-90)	2	60	0	17	0	1	0	Family/GeneralPractice	Respiratory	Respiratory	Circulatory	no	no	yes	yes	no
[60-70)	3	20	1	15	0	0	0	Missing	Other	Other	Other	no	no	no	yes	no
[60-70)	4	50	0	8	0	1	0	Family/GeneralPractice	Circulatory	Other	Other	no	no	yes	yes	no
[80-90)	2	19	0	9	0	0	0	Other	Circulatory	Circulatory	Circulatory	no	no	no	no	no
[60-70)	2	41	0	13	1	2	1	Missing	Other	Respiratory	Circulatory	no	no	no	no	yes
[80-90)	3	34	1	4	0	0	0	InternalMedicine	Circulatory	Missing	Circulatory	no	no	no	no	no
[70-80)	6	54	1	22	0	4	0	InternalMedicine	Circulatory	Circulatory	Diabetes	normal	no	yes	yes	yes
[70-80)	2	42	0	13	0	0	0	InternalMedicine	Circulatory	Respiratory	Circulatory	no	no	no	yes	no
[80-90)	2	49	0	10	0	0	0	Missing	Circulatory	Circulatory	Diabetes	no	no	yes	yes	yes
[70-80)	9	10	5	7	0	0	0	Missing	Digestive	Other	Other	no	no	no	no	yes
[40-50)	12	72	5	30	0	0	0	InternalMedicine	Other	Other	Diabetes	no	no	yes	yes	no
[50-60)	1	29	0	4	0	0	0	Cardiology	Respiratory	Other	Circulatory	no	no	no	no	no
[60-70)	2	57	3	13	0	0	0	Missing	Other	Circulatory	Diabetes	no	no	yes	yes	no
[70-80)	1	10	3	16	1	0	0	Missing	Circulatory	Circulatory	Diabetes	no	no	no	no	yes
[50-60)	4	59	1	16	0	0	0	Missing	Respiratory	Circulatory	Circulatory	no	no	no	yes	yes
[50-60)	2	60	0	7	0	0	0	Missing	Digestive	Diabetes	Circulatory	no	no	no	no	no
[60-70)	3	28	0	11	0	0	0	Family/GeneralPractice	Circulatory	Circulatory	Circulatory	no	no	yes	yes	yes
[60-70)	12	70	3	28	3	2	0	Missing	Digestive	Circulatory	Circulatory	no	no	yes	yes	yes
[40-50)	2	66	0	15	1	1	0	Missing	Circulatory	Other	Circulatory	no	normal	no	no	yes
[40-50)	4	49	1	16	1	2	2	Missing	Other	Other	Respiratory	no	no	no	yes	yes
[40-50)	3	64	0	13	0	4	0	Family/GeneralPractice	Diabetes	Other	Other	no	no	yes	yes	yes
[60-70)	6	78	0	22	0	2	0	InternalMedicine	Respiratory	Circulatory	Other	no	high	yes	yes	no
[50-60)	5	43	5	21	0	2	0	Missing	Circulatory	Circulatory	Circulatory	no	no	yes	yes	no
[60-70)	6	67	0	13	0	2	0	InternalMedicine	Other	Other	Other	high	no	no	no	no
[50-60)	4	24	0	13	1	0	0	Missing	Other	Other	Other	normal	no	no	yes	no
[40-50)	12	41	1	10	0	0	0	Missing	Circulatory	Circulatory	Diabetes	no	no	no	no	yes
[50-60)	4	1	1	4	1	0	0	Missing	Digestive	Other	Injury	no	no	no	yes	no
[90-100)	3	34	0	6	0	1	0	Other	Digestive	Other	Other	no	no	no	yes	no
[80-90)	3	12	0	13	0	3	2	Missing	Circulatory	Circulatory	Circulatory	no	no	yes	yes	yes
[70-80)	2	1	0	12	0	1	0	Other	Circulatory	Circulatory	Circulatory	no	no	no	no	no
[40-50)	1	9	0	7	0	0	0	Other	Other	Diabetes	Circulatory	normal	no	no	yes	no
[70-80)	3	48	1	10	0	0	0	Missing	Digestive	Circulatory	Other	no	normal	no	yes	no
[70-80)	4	49	2	30	0	0	0	Missing	Musculoskeletal	Injury	Respiratory	no	no	yes	yes	no
[50-60)	3	29	1	13	0	0	0	Other	Musculoskeletal	Circulatory	Diabetes	no	no	no	yes	no
[80-90)	3	29	0	17	1	1	0	Missing	Respiratory	Other	Other	no	no	no	yes	no
[40-50)	2	21	2	16	0	1	0	Missing	Musculoskeletal	Circulatory	Other	no	no	no	no	no
[60-70)	2	27	4	10	1	0	0	InternalMedicine	Circulatory	Other	Other	no	no	no	yes	yes
[40-50)	1	49	5	15	0	2	0	Family/GeneralPractice	Musculoskeletal	Diabetes	Circulatory	no	no	yes	yes	yes
[80-90)	2	11	0	11	0	1	0	Missing	Circulatory	Circulatory	Respiratory	no	no	yes	yes	yes
[60-70)	14	90	1	34	0	0	0	Family/GeneralPractice	Respiratory	Diabetes	Other	no	high	no	yes	no
[70-80)	2	72	0	20	1	0	0	Missing	Diabetes	Other	Other	normal	no	no	no	yes
[60-70)	4	27	6	16	0	0	0	Missing	Circulatory	Circulatory	Other	no	no	no	no	no
[50-60)	3	43	0	22	0	0	0	Missing	Respiratory	Respiratory	Digestive	no	no	no	yes	no
[40-50)	2	41	1	14	0	1	0	Other	Other	Circulatory	Musculoskeletal	no	no	no	yes	no
[60-70)	3	14	5	7	0	0	0	Missing	Circulatory	Digestive	Circulatory	no	no	no	no	no
[50-60)	2	49	6	14	0	0	0	Family/GeneralPractice	Circulatory	Injury	Circulatory	no	no	no	yes	no
[80-90)	8	55	3	20	0	0	0	Missing	Circulatory	Other	Injury	no	no	no	no	no
[70-80)	8	54	0	23	0	0	0	Missing	Other	Diabetes	Other	no	no	yes	yes	no
[50-60)	1	34	1	6	0	0	0	Missing	Injury	Digestive	Circulatory	no	no	no	yes	yes
[70-80)	5	58	1	13	0	0	0	InternalMedicine	Respiratory	Diabetes	Diabetes	no	no	no	yes	no
[40-50)	2	57	1	18	0	0	0	InternalMedicine	Circulatory	Circulatory	Circulatory	no	high	yes	yes	no
[80-90)	11	49	5	25	0	0	0	Other	Digestive	Other	Other	no	no	no	yes	no
[50-60)	4	52	1	6	0	0	0	InternalMedicine	Circulatory	Diabetes	Other	no	high	no	yes	yes
[40-50)	3	37	0	14	1	0	0	Missing	Other	Other	Other	no	high	yes	yes	no
[70-80)	1	18	3	17	0	0	0	Other	Respiratory	Respiratory	Respiratory	no	no	no	no	yes
[70-80)	2	49	0	10	0	0	0	Missing	Digestive	Other	Diabetes	no	no	yes	yes	yes
[60-70)	2	9	2	8	0	2	0	Missing	Other	Respiratory	Circulatory	high	no	no	no	no
[80-90)	12	76	0	9	0	0	0	Cardiology	Other	Other	Diabetes	no	no	yes	yes	no
[60-70)	10	53	3	41	0	0	0	Surgery	Injury	Injury	Other	no	high	yes	yes	no
[70-80)	3	57	0	20	1	1	0	Missing	Other	Other	Diabetes	no	high	yes	yes	yes
[80-90)	6	77	0	18	0	2	0	Missing	Circulatory	Diabetes	Diabetes	high	normal	yes	yes	yes
[60-70)	14	75	6	53	0	0	0	Missing	Circulatory	Other	Respiratory	no	no	yes	yes	no
[80-90)	4	47	1	27	0	1	0	Missing	Respiratory	Circulatory	Diabetes	no	no	yes	yes	yes
[70-80)	3	8	0	9	2	0	0	Missing	Other	Respiratory	Other	no	no	no	yes	no
[40-50)	5	71	4	16	0	0	0	InternalMedicine	Digestive	Circulatory	Other	no	no	no	no	no
[60-70)	2	35	2	18	1	0	0	Surgery	Other	Circulatory	Other	no	no	yes	yes	yes
[60-70)	9	37	2	20	0	0	0	Family/GeneralPractice	Other	Injury	Digestive	no	no	no	yes	yes
[80-90)	4	69	0	8	0	1	1	InternalMedicine	Circulatory	Respiratory	Circulatory	no	no	no	yes	no
[50-60)	2	47	0	4	0	0	0	InternalMedicine	Circulatory	Diabetes	Other	no	no	no	yes	yes
[50-60)	3	45	0	11	0	0	1	Missing	Circulatory	Other	Circulatory	no	high	yes	yes	yes
[80-90)	4	53	2	18	0	1	0	Surgery	Other	Other	Digestive	no	no	yes	yes	yes
[70-80)	4	23	0	9	0	0	0	Family/GeneralPractice	Other	Circulatory	Other	normal	no	yes	yes	yes
[80-90)	4	52	0	18	0	0	0	Missing	Circulatory	Other	Other	no	no	yes	yes	no
[80-90)	5	69	2	18	1	0	0	Missing	Other	Other	Respiratory	no	high	no	no	yes
[70-80)	3	61	0	21	0	0	0	Missing	Other	Circulatory	Other	no	no	no	no	yes
[60-70)	8	34	2	27	1	2	0	InternalMedicine	Diabetes	Circulatory	Other	no	normal	no	yes	no
[40-50)	13	43	3	36	0	0	0	Other	Other	Other	Other	no	no	no	yes	no
[70-80)	3	41	1	9	0	0	0	Emergency/Trauma	Other	Other	Other	no	high	yes	yes	no
[60-70)	3	20	0	8	2	0	0	InternalMedicine	Circulatory	Circulatory	Circulatory	normal	no	no	no	no
[70-80)	11	76	3	21	0	0	0	Family/GeneralPractice	Respiratory	Other	Other	no	no	no	no	no
[40-50)	5	53	3	23	0	1	0	Missing	Respiratory	Circulatory	Diabetes	no	high	yes	yes	yes
[80-90)	2	22	1	15	0	0	0	Other	Musculoskeletal	Diabetes	Circulatory	no	no	yes	yes	yes
[50-60)	5	67	0	17	0	1	0	Missing	Other	Other	Other	no	no	no	yes	yes
[80-90)	3	50	1	6	0	0	0	InternalMedicine	Circulatory	Other	Diabetes	no	no	yes	yes	yes
[50-60)	2	39	0	21	0	1	0	Surgery	Other	Circulatory	Diabetes	no	no	yes	yes	no
[70-80)	4	29	3	13	0	0	0	InternalMedicine	Circulatory	Diabetes	Circulatory	no	no	no	yes	yes
[40-50)	6	53	0	13	0	0	1	Other	Other	Circulatory	Diabetes	no	no	yes	yes	no
[70-80)	7	18	0	22	2	1	0	Family/GeneralPractice	Respiratory	Other	Diabetes	high	no	yes	yes	no

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