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)	3	61	0	22	0	0	0	Other	Other	Circulatory	Respiratory	no	high	no	yes	yes
[70-80)	12	41	1	13	0	1	0	Other	Other	Circulatory	Circulatory	no	no	no	no	yes
[70-80)	7	53	0	7	0	0	0	InternalMedicine	Other	Other	Diabetes	no	no	yes	yes	no
[70-80)	4	49	2	12	0	0	0	InternalMedicine	Circulatory	Other	Diabetes	normal	no	no	no	yes
[50-60)	2	68	0	15	0	0	0	Missing	Respiratory	Circulatory	Circulatory	no	high	no	yes	yes
[60-70)	8	65	3	36	0	0	0	Missing	Diabetes	Circulatory	Circulatory	no	high	yes	yes	yes
[90-100)	4	36	0	2	0	0	0	InternalMedicine	Other	Circulatory	Other	no	no	no	yes	no
[70-80)	10	59	0	25	0	0	0	Missing	Respiratory	Circulatory	Digestive	no	no	yes	yes	yes
[80-90)	4	60	3	25	1	2	0	Missing	Digestive	Circulatory	Other	no	no	no	yes	yes
[40-50)	10	80	3	9	0	4	0	Missing	Other	Other	Digestive	high	no	no	no	yes
[50-60)	1	47	0	9	0	3	0	Missing	Respiratory	Circulatory	Diabetes	no	no	no	yes	yes
[70-80)	2	55	0	12	0	2	2	Missing	Injury	Circulatory	Other	no	no	yes	yes	yes
[80-90)	1	43	0	6	0	0	0	Other	Diabetes	Other	Other	no	no	yes	yes	no
[80-90)	4	36	2	26	2	0	0	Missing	Musculoskeletal	Diabetes	Circulatory	no	no	yes	yes	yes
[70-80)	3	58	1	24	0	5	1	Missing	Other	Other	Other	no	normal	yes	yes	yes
[60-70)	4	23	2	23	0	0	0	Other	Musculoskeletal	Diabetes	Circulatory	no	no	yes	yes	no
[80-90)	4	46	6	23	0	2	2	Missing	Circulatory	Circulatory	Circulatory	no	no	no	yes	yes
[40-50)	3	84	1	15	3	0	1	Missing	Other	Other	Circulatory	no	high	no	yes	yes
[60-70)	13	46	0	20	0	0	0	Missing	Other	Circulatory	Circulatory	no	no	yes	yes	yes
[60-70)	1	10	5	8	0	0	0	Cardiology	Circulatory	Diabetes	Musculoskeletal	no	no	yes	yes	no
[70-80)	14	54	5	36	0	0	0	Missing	Digestive	Digestive	Respiratory	no	no	yes	yes	no
[40-50)	7	39	1	8	0	0	0	Missing	Respiratory	Circulatory	Diabetes	no	no	no	no	no
[70-80)	3	69	0	16	0	1	0	Cardiology	Circulatory	Circulatory	Circulatory	no	no	no	yes	no
[70-80)	6	59	0	11	0	1	0	Missing	Circulatory	Other	Other	no	no	yes	yes	no
[70-80)	4	11	1	21	1	3	1	Missing	Circulatory	Respiratory	Circulatory	normal	no	no	yes	no
[50-60)	5	20	5	27	0	0	0	Other	Musculoskeletal	Other	Diabetes	no	no	yes	yes	no
[80-90)	5	62	0	17	0	0	1	Family/GeneralPractice	Circulatory	Circulatory	Circulatory	no	no	yes	yes	no
[40-50)	3	50	2	21	0	1	0	Missing	Injury	Diabetes	Other	no	no	no	no	yes
[60-70)	2	1	0	16	0	0	0	Missing	Respiratory	Respiratory	Diabetes	no	no	yes	yes	no
[50-60)	2	3	0	3	0	0	0	Emergency/Trauma	Other	Other	Other	no	normal	no	yes	no
[70-80)	1	64	0	12	11	0	0	Missing	Other	Other	Circulatory	no	high	no	yes	no
[50-60)	2	19	2	10	1	3	0	Missing	Circulatory	Diabetes	Diabetes	no	no	no	yes	yes
[70-80)	6	16	2	12	1	0	0	Missing	Digestive	Digestive	Diabetes	no	no	yes	yes	yes
[40-50)	3	43	6	13	0	0	0	Missing	Circulatory	Circulatory	Injury	no	no	yes	yes	yes
[80-90)	4	58	0	13	0	0	0	Missing	Circulatory	Circulatory	Circulatory	no	no	no	no	no
[60-70)	9	59	2	11	0	2	0	Missing	Other	Other	Other	no	no	yes	yes	yes
[70-80)	11	26	1	27	0	0	1	Family/GeneralPractice	Diabetes	Respiratory	Circulatory	high	no	yes	yes	no
[60-70)	1	10	1	15	0	0	0	Surgery	Musculoskeletal	Musculoskeletal	Diabetes	no	no	yes	yes	no
[60-70)	7	25	4	14	0	1	0	Family/GeneralPractice	Other	Other	Other	no	no	no	yes	yes
[40-50)	5	39	0	9	0	0	0	Missing	Other	Other	Other	no	no	no	yes	no
[70-80)	3	1	1	15	0	0	0	Missing	Digestive	Other	Digestive	no	no	no	no	no
[80-90)	3	43	0	17	0	1	0	Emergency/Trauma	Respiratory	Diabetes	Other	no	no	no	no	yes
[70-80)	1	43	3	15	0	0	0	Other	Musculoskeletal	Respiratory	Other	no	no	no	no	no
[70-80)	6	43	6	30	0	0	0	Missing	Injury	Other	Circulatory	no	normal	no	yes	no
[40-50)	1	45	0	3	0	0	0	Family/GeneralPractice	Respiratory	Diabetes	Other	no	no	no	yes	yes
[70-80)	4	40	0	7	0	0	0	Missing	Other	Circulatory	Other	no	no	no	yes	no
[80-90)	6	61	0	11	0	2	0	Emergency/Trauma	Other	Diabetes	Other	no	no	yes	yes	no
[70-80)	4	45	1	12	8	1	0	Missing	Other	Other	Other	no	no	no	no	yes
[80-90)	3	11	2	13	4	0	0	Other	Injury	Other	Other	high	no	no	yes	no
[70-80)	1	17	1	5	0	4	2	Other	Respiratory	Other	Other	normal	no	no	no	yes
[50-60)	1	43	0	7	0	0	0	InternalMedicine	Circulatory	Other	Circulatory	no	high	no	no	no
[70-80)	9	76	5	39	0	1	0	Surgery	Other	Respiratory	Respiratory	no	no	yes	yes	no
[70-80)	14	64	3	16	0	0	1	InternalMedicine	Other	Other	Circulatory	no	normal	no	yes	no
[90-100)	5	53	0	24	1	4	0	Missing	Circulatory	Circulatory	Circulatory	no	no	yes	yes	no
[70-80)	4	27	1	14	0	0	0	Other	Musculoskeletal	Diabetes	Circulatory	no	no	yes	yes	no
[40-50)	2	25	1	5	0	0	0	Missing	Other	Other	Circulatory	no	no	no	no	no
[50-60)	1	49	3	18	0	0	0	InternalMedicine	Circulatory	Diabetes	Circulatory	no	high	yes	yes	yes
[80-90)	5	42	2	25	0	0	0	Missing	Circulatory	Respiratory	Other	no	no	no	yes	yes
[70-80)	1	5	0	7	0	0	0	Missing	Circulatory	Diabetes	Circulatory	no	no	yes	yes	yes
[70-80)	8	47	3	21	0	1	0	InternalMedicine	Musculoskeletal	Musculoskeletal	Diabetes	no	no	yes	yes	no
[80-90)	4	31	2	13	0	0	0	Missing	Circulatory	Respiratory	Circulatory	no	no	no	yes	yes
[70-80)	4	46	2	20	0	0	0	Missing	Musculoskeletal	Other	Circulatory	no	no	yes	yes	no
[80-90)	5	51	0	13	0	0	0	Missing	Other	Other	Other	no	no	no	no	no
[80-90)	2	12	0	16	5	1	0	Missing	Respiratory	Respiratory	Respiratory	no	no	no	yes	yes
[70-80)	1	17	0	10	0	0	0	Cardiology	Other	Circulatory	Other	high	no	no	no	yes
[50-60)	2	42	0	7	0	0	0	Other	Circulatory	Diabetes	Circulatory	no	high	no	yes	no
[40-50)	5	72	4	22	0	0	0	Missing	Respiratory	Respiratory	Other	no	no	no	no	yes
[60-70)	2	19	5	23	0	1	0	Missing	Circulatory	Circulatory	Other	no	no	yes	yes	no
[80-90)	2	35	0	16	0	0	0	Missing	Other	Diabetes	Circulatory	no	no	no	no	yes
[70-80)	4	4	1	20	1	0	0	Surgery	Musculoskeletal	Musculoskeletal	Diabetes	no	no	yes	yes	yes
[70-80)	4	34	0	17	0	0	0	Family/GeneralPractice	Respiratory	Other	Diabetes	no	no	yes	yes	yes
[40-50)	6	48	4	16	0	0	1	Missing	Injury	Other	Other	no	no	no	yes	yes
[40-50)	2	53	2	7	0	1	0	Other	Other	Diabetes	Other	no	no	yes	yes	yes
[80-90)	5	13	1	15	1	2	0	Missing	Circulatory	Circulatory	Other	no	no	no	no	yes
[80-90)	5	58	0	3	0	0	0	Missing	Other	Other	Other	no	no	no	no	no
[70-80)	6	48	4	21	3	0	0	Family/GeneralPractice	Circulatory	Injury	Injury	no	no	no	no	yes
[70-80)	2	26	2	25	0	0	0	Missing	Circulatory	Circulatory	Other	no	no	yes	yes	no
[50-60)	3	43	0	11	0	0	0	InternalMedicine	Circulatory	Diabetes	Other	high	no	yes	yes	no
[50-60)	1	11	1	11	0	1	0	Surgery	Injury	Other	Diabetes	no	no	no	yes	yes
[70-80)	6	46	0	11	0	1	0	Missing	Other	Other	Other	no	no	no	yes	no
[80-90)	9	49	0	9	0	1	0	InternalMedicine	Circulatory	Respiratory	Circulatory	no	high	no	yes	yes
[60-70)	1	29	1	6	0	0	0	InternalMedicine	Other	Circulatory	Diabetes	no	no	no	yes	no
[50-60)	2	45	0	11	0	0	0	Family/GeneralPractice	Respiratory	Respiratory	Digestive	no	no	no	yes	yes
[60-70)	4	14	1	22	3	0	0	Missing	Musculoskeletal	Circulatory	Circulatory	no	no	yes	yes	yes
[50-60)	1	34	5	19	0	0	0	Cardiology	Circulatory	Other	Diabetes	no	no	no	yes	no
[50-60)	2	43	4	23	0	0	0	Surgery	Respiratory	Other	Other	no	high	yes	yes	yes
[80-90)	2	38	0	6	0	1	0	InternalMedicine	Digestive	Diabetes	Other	normal	no	yes	yes	yes
[70-80)	4	36	0	22	0	0	0	Other	Circulatory	Respiratory	Digestive	no	no	yes	yes	no
[60-70)	3	26	0	2	0	0	0	InternalMedicine	Diabetes	Other	Other	no	no	no	no	no
[70-80)	4	61	0	14	0	0	0	Missing	Other	Other	Other	no	no	no	no	yes
[80-90)	7	66	3	17	0	0	0	InternalMedicine	Other	Other	Other	no	no	no	no	yes
[70-80)	4	44	1	15	0	4	0	Missing	Circulatory	Circulatory	Other	no	no	no	no	yes
[50-60)	5	58	1	22	0	0	0	Missing	Other	Other	Circulatory	no	no	yes	yes	no
[50-60)	1	10	3	14	0	0	0	Other	Digestive	Other	Other	no	no	yes	yes	no
[70-80)	12	63	3	16	0	0	0	InternalMedicine	Circulatory	Other	Other	no	no	no	no	no
[90-100)	7	72	5	10	0	2	0	InternalMedicine	Other	Other	Circulatory	no	no	no	yes	yes
[60-70)	8	1	0	16	1	0	0	Surgery	Injury	Other	Other	no	no	yes	yes	yes
[40-50)	9	51	0	11	1	2	0	Missing	Respiratory	Respiratory	Other	no	high	no	yes	yes
[80-90)	1	1	0	3	0	0	0	Missing	Injury	Other	Other	no	no	no	no	yes
[90-100)	3	24	0	10	0	0	0	Missing	Other	Diabetes	Other	normal	no	no	yes	no

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