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)	14	60	6	32	2	0	0	Missing	Other	Circulatory	Circulatory	no	no	yes	yes	yes
[80-90)	9	59	2	22	0	0	0	InternalMedicine	Respiratory	Other	Other	no	no	no	no	yes
[50-60)	4	42	3	25	0	0	0	InternalMedicine	Circulatory	Diabetes	Circulatory	no	normal	yes	yes	yes
[40-50)	4	70	0	10	1	8	0	Missing	Diabetes	Other	Other	no	no	no	no	yes
[40-50)	6	74	1	9	0	0	0	Missing	Circulatory	Circulatory	Diabetes	no	high	no	yes	no
[80-90)	3	25	0	17	0	0	0	Missing	Diabetes	Other	Other	high	no	yes	yes	yes
[40-50)	1	29	0	19	1	3	4	Emergency/Trauma	Diabetes	Circulatory	Respiratory	no	no	yes	yes	yes
[70-80)	4	32	1	15	0	0	0	Missing	Injury	Diabetes	Other	no	no	no	no	no
[60-70)	12	3	4	28	0	0	0	Missing	Circulatory	Circulatory	Respiratory	no	no	no	yes	no
[60-70)	3	49	2	29	0	0	0	Missing	Musculoskeletal	Circulatory	Diabetes	no	no	yes	yes	no
[70-80)	7	54	0	19	1	0	0	Missing	Other	Other	Other	no	no	yes	yes	no
[40-50)	2	50	0	9	0	1	0	Missing	Diabetes	Respiratory	Circulatory	no	no	no	yes	yes
[70-80)	2	47	2	11	0	0	0	Missing	Circulatory	Diabetes	Other	no	no	yes	yes	yes
[80-90)	1	10	5	10	0	0	0	Cardiology	Circulatory	Circulatory	Other	no	no	no	yes	no
[50-60)	8	72	4	25	0	0	0	Missing	Circulatory	Other	Circulatory	no	no	yes	yes	no
[70-80)	3	72	0	12	0	0	0	InternalMedicine	Circulatory	Diabetes	Other	no	no	no	yes	yes
[70-80)	3	41	0	10	0	2	0	Missing	Diabetes	Other	Circulatory	no	normal	no	no	yes
[70-80)	3	69	0	1	0	0	0	InternalMedicine	Circulatory	Circulatory	Other	normal	no	no	no	yes
[70-80)	2	10	5	15	4	4	0	Surgery	Diabetes	Circulatory	Injury	no	no	yes	yes	yes
[80-90)	7	76	1	22	2	0	0	Missing	Circulatory	Injury	Other	no	no	yes	yes	yes
[50-60)	6	44	2	32	0	0	0	Other	Circulatory	Circulatory	Diabetes	no	no	yes	yes	yes
[70-80)	1	31	3	19	1	0	0	Missing	Digestive	Respiratory	Circulatory	no	no	no	no	yes
[40-50)	1	39	6	7	2	0	0	Missing	Circulatory	Circulatory	Diabetes	no	no	no	no	no
[80-90)	8	32	2	13	0	0	0	Missing	Musculoskeletal	Circulatory	Circulatory	no	no	yes	yes	no
[60-70)	7	57	1	24	0	0	0	Emergency/Trauma	Circulatory	Circulatory	Other	no	high	yes	yes	yes
[70-80)	2	31	0	9	0	0	0	Missing	Circulatory	Respiratory	Circulatory	no	no	yes	yes	no
[80-90)	7	37	0	10	0	0	0	Missing	Respiratory	Circulatory	Other	no	no	no	no	yes
[70-80)	3	55	1	6	1	1	0	Missing	Digestive	Other	Digestive	no	no	no	no	yes
[50-60)	4	65	1	19	0	1	1	Missing	Other	Other	Other	no	no	yes	yes	yes
[50-60)	4	35	1	12	0	0	1	InternalMedicine	Respiratory	Other	Diabetes	no	no	no	yes	no
[60-70)	8	63	3	40	0	0	0	Missing	Musculoskeletal	Circulatory	Other	no	no	yes	yes	yes
[60-70)	7	48	0	33	1	0	2	Missing	Circulatory	Respiratory	Other	no	high	yes	yes	no
[50-60)	6	16	1	23	0	0	0	Family/GeneralPractice	Other	Respiratory	Musculoskeletal	high	no	yes	yes	no
[80-90)	4	83	0	24	0	0	0	InternalMedicine	Other	Other	Respiratory	no	no	yes	yes	no
[40-50)	8	42	1	13	1	0	0	Missing	Diabetes	Other	Circulatory	no	no	yes	yes	yes
[60-70)	3	44	0	8	0	0	0	Other	Other	Diabetes	Other	no	high	yes	yes	yes
[60-70)	3	37	1	15	0	0	0	Missing	Circulatory	Circulatory	Circulatory	no	no	no	yes	no
[60-70)	8	66	3	15	0	0	0	InternalMedicine	Respiratory	Circulatory	Respiratory	no	normal	no	no	no
[80-90)	3	36	0	10	0	3	0	Family/GeneralPractice	Circulatory	Respiratory	Diabetes	no	no	yes	yes	no
[60-70)	6	36	1	10	0	0	0	Other	Injury	Musculoskeletal	Other	no	normal	no	yes	no
[80-90)	3	61	0	6	4	0	0	Missing	Other	Other	Diabetes	no	high	no	yes	no
[90-100)	7	44	1	17	0	1	0	InternalMedicine	Circulatory	Circulatory	Diabetes	no	no	no	no	no
[50-60)	1	19	0	11	0	4	1	Family/GeneralPractice	Circulatory	Circulatory	Diabetes	normal	no	no	yes	no
[60-70)	2	11	0	19	1	1	1	Family/GeneralPractice	Circulatory	Circulatory	Circulatory	high	no	yes	yes	no
[70-80)	5	18	0	18	0	0	0	InternalMedicine	Respiratory	Other	Circulatory	no	no	yes	yes	yes
[90-100)	11	54	2	28	0	0	2	Family/GeneralPractice	Other	Other	Other	no	no	no	yes	yes
[70-80)	14	65	6	47	0	1	0	Missing	Circulatory	Circulatory	Circulatory	no	high	yes	yes	yes
[70-80)	3	54	0	13	0	0	0	Missing	Diabetes	Circulatory	Circulatory	no	no	yes	yes	yes
[40-50)	3	65	0	17	0	0	0	InternalMedicine	Musculoskeletal	Diabetes	Respiratory	high	high	no	no	no
[60-70)	1	42	0	10	0	0	0	Missing	Diabetes	Other	Other	no	high	yes	yes	no
[70-80)	1	31	4	23	0	0	0	Missing	Circulatory	Musculoskeletal	Circulatory	no	no	no	yes	no
[60-70)	3	46	1	16	3	3	0	Missing	Circulatory	Other	Respiratory	no	high	no	no	yes
[80-90)	7	50	0	20	0	2	0	Missing	Circulatory	Respiratory	Respiratory	no	no	yes	yes	yes
[60-70)	3	12	1	20	0	0	0	Other	Musculoskeletal	Other	Circulatory	no	no	no	no	no
[70-80)	6	30	3	26	0	0	0	Missing	Respiratory	Circulatory	Other	no	no	no	no	no
[60-70)	2	43	1	7	0	1	0	InternalMedicine	Digestive	Digestive	Other	no	no	no	no	no
[60-70)	2	1	0	8	0	0	0	Missing	Circulatory	Injury	Diabetes	no	high	yes	yes	no
[50-60)	5	65	1	23	0	1	0	Family/GeneralPractice	Diabetes	Circulatory	Other	no	no	yes	yes	yes
[70-80)	7	37	1	20	0	0	0	Surgery	Other	Circulatory	Circulatory	no	no	no	yes	no
[80-90)	3	43	1	17	0	0	0	Missing	Digestive	Other	Circulatory	no	no	no	no	no
[70-80)	11	66	0	22	0	0	0	Missing	Diabetes	Other	Circulatory	no	high	no	yes	yes
[40-50)	3	36	2	19	0	0	2	Other	Diabetes	Circulatory	Other	no	no	yes	yes	no
[60-70)	2	2	1	12	1	0	0	Other	Other	Diabetes	Circulatory	no	no	no	yes	no
[60-70)	8	77	3	14	0	6	1	Emergency/Trauma	Injury	Other	Injury	no	no	yes	yes	yes
[50-60)	6	42	0	17	0	0	0	Other	Other	Other	Other	no	no	yes	yes	no
[70-80)	4	10	0	18	2	0	1	Missing	Other	Circulatory	Other	no	no	yes	yes	yes
[40-50)	6	73	0	10	0	0	0	Missing	Diabetes	Other	Other	no	high	no	yes	no
[50-60)	7	51	1	12	0	0	0	Emergency/Trauma	Circulatory	Respiratory	Circulatory	no	no	no	yes	no
[60-70)	4	37	1	14	0	1	0	Emergency/Trauma	Other	Circulatory	Other	no	high	no	no	yes
[70-80)	5	45	5	31	0	1	0	Missing	Circulatory	Circulatory	Respiratory	no	no	yes	yes	yes
[50-60)	2	55	0	9	0	1	0	Family/GeneralPractice	Other	Other	Diabetes	no	no	no	yes	no
[70-80)	5	44	6	27	0	0	0	Cardiology	Circulatory	Circulatory	Circulatory	no	no	yes	yes	no
[90-100)	2	3	0	15	0	0	0	Missing	Circulatory	Respiratory	Circulatory	no	no	no	yes	yes
[60-70)	7	2	1	12	0	0	0	Missing	Diabetes	Other	Digestive	no	no	no	no	no
[80-90)	5	73	0	10	0	0	0	Missing	Circulatory	Diabetes	Circulatory	no	no	no	yes	no
[50-60)	2	41	2	6	0	0	0	Missing	Circulatory	Other	Circulatory	no	no	no	yes	no
[70-80)	3	46	0	17	0	0	0	Family/GeneralPractice	Circulatory	Circulatory	Circulatory	no	no	yes	yes	yes
[60-70)	6	21	2	11	0	0	0	Missing	Other	Digestive	Diabetes	no	no	no	no	no
[60-70)	5	53	2	19	0	0	0	Other	Musculoskeletal	Other	Diabetes	no	no	no	no	no
[70-80)	1	47	0	4	0	0	0	Emergency/Trauma	Respiratory	Diabetes	Circulatory	no	normal	no	yes	no
[70-80)	1	31	0	29	0	0	0	Missing	Circulatory	Digestive	Other	no	no	no	yes	yes
[50-60)	6	50	1	10	0	3	2	Missing	Other	Other	Other	no	no	no	yes	yes
[60-70)	1	37	0	13	6	0	1	Missing	Diabetes	Other	Diabetes	no	no	yes	yes	yes
[60-70)	4	53	1	26	0	1	1	Family/GeneralPractice	Respiratory	Other	Respiratory	no	no	yes	yes	no
[80-90)	6	56	1	12	0	1	1	Emergency/Trauma	Respiratory	Respiratory	Other	no	no	yes	yes	no
[80-90)	5	50	3	17	4	1	0	Missing	Other	Other	Circulatory	no	no	yes	yes	no
[40-50)	2	49	3	15	0	1	2	Surgery	Circulatory	Other	Diabetes	no	no	no	yes	yes
[80-90)	2	52	0	10	0	0	0	Missing	Respiratory	Circulatory	Circulatory	no	no	no	yes	no
[80-90)	4	1	1	17	3	1	0	Missing	Musculoskeletal	Respiratory	Other	no	no	yes	yes	no
[70-80)	7	57	4	11	0	0	0	Family/GeneralPractice	Circulatory	Circulatory	Diabetes	no	no	no	no	yes
[40-50)	7	82	1	23	0	10	2	Missing	Diabetes	Diabetes	Digestive	no	no	no	no	yes
[50-60)	2	21	0	9	0	0	0	Missing	Other	Other	Other	no	no	no	no	no
[70-80)	7	25	1	10	0	0	0	Missing	Digestive	Other	Digestive	normal	no	no	yes	yes
[80-90)	13	26	6	13	0	0	0	Emergency/Trauma	Digestive	Circulatory	Circulatory	no	no	yes	yes	yes
[50-60)	9	48	3	25	1	4	0	Missing	Other	Other	Digestive	no	no	no	yes	yes
[80-90)	4	53	0	16	2	0	0	Missing	Diabetes	Other	Other	no	no	no	yes	yes
[80-90)	3	35	0	16	0	0	0	InternalMedicine	Respiratory	Other	Other	no	no	yes	yes	yes
[70-80)	5	45	0	16	0	0	0	InternalMedicine	Circulatory	Circulatory	Other	no	no	yes	yes	yes
[70-80)	5	40	1	26	0	0	0	Other	Musculoskeletal	Diabetes	Circulatory	no	no	yes	yes	yes
[70-80)	5	56	0	18	0	0	0	Missing	Respiratory	Respiratory	Circulatory	no	no	yes	yes	no

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