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
[90-100)	2	25	0	11	0	0	0	Missing	Diabetes	Other	Other	no	no	no	no	yes
[80-90)	4	65	4	28	0	0	0	Missing	Circulatory	Circulatory	Diabetes	no	no	yes	yes	no
[70-80)	1	23	1	14	0	1	0	Other	Circulatory	Circulatory	Other	normal	no	no	no	yes
[50-60)	10	22	1	12	0	3	0	InternalMedicine	Injury	Circulatory	Diabetes	no	no	no	no	yes
[80-90)	1	10	3	11	2	0	0	Surgery	Other	Other	Respiratory	no	no	no	no	yes
[80-90)	4	53	2	15	0	0	0	Emergency/Trauma	Circulatory	Circulatory	Diabetes	no	high	yes	yes	no
[70-80)	5	51	0	11	0	0	0	InternalMedicine	Circulatory	Diabetes	Circulatory	normal	no	no	yes	no
[70-80)	2	5	0	18	0	2	0	Missing	Other	Circulatory	Other	no	no	no	no	no
[80-90)	2	29	0	13	0	1	0	Surgery	Circulatory	Circulatory	Circulatory	no	no	no	yes	yes
[70-80)	2	33	0	11	0	0	0	Missing	Circulatory	Circulatory	Other	no	no	yes	yes	yes
[70-80)	7	60	1	27	0	4	0	InternalMedicine	Digestive	Respiratory	Circulatory	no	no	no	yes	no
[50-60)	8	60	0	33	0	0	0	Missing	Circulatory	Respiratory	Circulatory	no	no	no	no	yes
[60-70)	11	42	1	29	3	2	0	Missing	Circulatory	Other	Other	no	no	no	yes	no
[70-80)	4	26	0	20	0	0	0	Missing	Circulatory	Circulatory	Circulatory	no	no	yes	yes	no
[70-80)	5	32	2	11	0	2	2	InternalMedicine	Circulatory	Circulatory	Circulatory	no	no	yes	yes	yes
[80-90)	1	53	0	9	0	0	0	Missing	Other	Other	Diabetes	no	no	yes	yes	no
[70-80)	4	37	2	19	0	0	0	Cardiology	Circulatory	Circulatory	Other	no	high	yes	yes	no
[90-100)	13	39	3	22	0	1	0	InternalMedicine	Other	Other	Other	no	no	no	no	no
[70-80)	4	40	1	8	0	2	0	Other	Musculoskeletal	Circulatory	Other	no	no	no	no	yes
[50-60)	3	4	2	3	0	1	0	Family/GeneralPractice	Other	Other	Diabetes	no	no	no	yes	no
[80-90)	2	18	0	10	1	0	0	Missing	Respiratory	Other	Other	high	no	no	yes	no
[80-90)	13	75	6	28	0	0	0	Other	Other	Other	Respiratory	no	no	yes	yes	no
[70-80)	2	33	5	21	0	0	0	Other	Digestive	Digestive	Other	no	no	yes	yes	no
[50-60)	3	54	5	18	0	0	0	InternalMedicine	Circulatory	Circulatory	Diabetes	no	no	no	no	yes
[50-60)	3	20	1	27	0	0	0	Other	Musculoskeletal	Diabetes	Respiratory	no	no	no	yes	no
[80-90)	7	64	1	23	0	0	0	InternalMedicine	Other	Other	Other	no	no	yes	yes	no
[60-70)	12	39	0	27	1	4	1	Missing	Other	Musculoskeletal	Other	no	no	yes	yes	yes
[90-100)	4	42	3	6	1	0	1	Missing	Digestive	Other	Digestive	no	no	no	no	no
[80-90)	3	9	2	14	0	2	0	Missing	Other	Diabetes	Other	no	no	yes	yes	yes
[60-70)	6	41	1	26	1	10	1	Other	Respiratory	Other	Other	no	no	yes	yes	yes
[70-80)	3	1	4	7	0	1	0	Emergency/Trauma	Other	Other	Digestive	no	no	no	yes	no
[50-60)	6	73	0	15	0	0	0	InternalMedicine	Diabetes	Circulatory	Other	no	high	no	yes	no
[50-60)	8	40	3	10	0	0	0	InternalMedicine	Diabetes	Musculoskeletal	Respiratory	no	high	no	yes	yes
[60-70)	7	45	1	24	0	0	0	InternalMedicine	Other	Circulatory	Other	no	no	no	no	yes
[50-60)	2	42	0	16	0	0	0	Cardiology	Respiratory	Respiratory	Respiratory	no	no	yes	yes	no
[50-60)	5	48	4	32	0	0	0	Missing	Circulatory	Other	Circulatory	no	no	yes	yes	no
[70-80)	1	36	3	3	0	0	0	Surgery	Other	Other	Circulatory	no	no	no	yes	no
[40-50)	13	20	0	7	0	1	0	Other	Other	Other	Other	no	no	no	no	no
[60-70)	5	50	3	25	0	0	0	Surgery	Circulatory	Diabetes	Circulatory	no	high	yes	yes	yes
[50-60)	3	2	1	13	0	0	0	Other	Musculoskeletal	Diabetes	Circulatory	no	no	yes	yes	no
[50-60)	3	45	6	16	0	0	0	Cardiology	Circulatory	Circulatory	Respiratory	no	no	yes	yes	no
[80-90)	14	74	2	26	0	4	0	InternalMedicine	Circulatory	Circulatory	Other	no	high	no	no	no
[80-90)	2	37	0	8	0	1	0	Missing	Circulatory	Circulatory	Circulatory	no	no	no	yes	yes
[70-80)	2	57	0	29	1	0	1	Emergency/Trauma	Respiratory	Circulatory	Diabetes	no	no	yes	yes	yes
[80-90)	2	41	2	23	0	0	0	Other	Circulatory	Circulatory	Circulatory	no	no	no	yes	yes
[50-60)	2	10	0	22	0	1	0	Missing	Respiratory	Diabetes	Circulatory	no	no	no	yes	no
[80-90)	4	29	0	6	0	1	0	Missing	Circulatory	Other	Circulatory	no	high	no	yes	yes
[40-50)	4	39	1	15	1	0	2	Emergency/Trauma	Digestive	Other	Diabetes	no	no	yes	yes	no
[60-70)	7	56	1	29	0	0	0	InternalMedicine	Injury	Respiratory	Other	no	no	yes	yes	yes
[40-50)	2	43	0	14	0	1	2	Family/GeneralPractice	Respiratory	Other	Diabetes	no	no	no	yes	yes
[70-80)	4	43	0	11	0	0	0	Missing	Digestive	Other	Digestive	no	no	yes	yes	yes
[50-60)	4	66	0	20	0	0	0	Emergency/Trauma	Other	Diabetes	Circulatory	no	no	yes	yes	no
[90-100)	11	26	0	34	0	0	0	Missing	Respiratory	Respiratory	Other	high	no	yes	yes	yes
[40-50)	3	62	0	10	0	0	0	Missing	Other	Other	Other	no	high	yes	yes	yes
[80-90)	9	83	2	20	1	1	0	Missing	Circulatory	Other	Other	no	normal	no	yes	yes
[80-90)	7	59	0	28	2	2	1	Missing	Respiratory	Other	Diabetes	no	no	yes	yes	yes
[50-60)	2	35	2	19	2	6	1	Missing	Circulatory	Circulatory	Other	no	no	no	no	yes
[60-70)	3	46	1	12	0	0	0	Other	Circulatory	Circulatory	Diabetes	no	no	no	no	no
[50-60)	7	46	1	22	0	0	0	Cardiology	Circulatory	Circulatory	Circulatory	no	no	no	no	no
[40-50)	6	9	0	9	0	0	0	Family/GeneralPractice	Other	Diabetes	Circulatory	no	no	no	yes	no
[80-90)	4	60	3	18	1	2	0	Missing	Other	Other	Digestive	no	no	no	yes	yes
[50-60)	5	39	3	17	0	1	0	Family/GeneralPractice	Musculoskeletal	Diabetes	Other	no	no	yes	yes	no
[70-80)	10	44	1	22	0	0	0	Family/GeneralPractice	Respiratory	Circulatory	Other	no	no	no	no	no
[80-90)	1	44	0	19	3	0	0	Missing	Circulatory	Other	Other	no	normal	no	no	yes
[80-90)	5	48	0	13	1	3	0	Missing	Other	Respiratory	Respiratory	no	no	no	yes	no
[70-80)	4	10	0	6	0	1	0	Missing	Other	Respiratory	Other	no	no	no	no	no
[70-80)	1	41	1	16	2	1	0	InternalMedicine	Circulatory	Other	Other	no	no	no	no	yes
[50-60)	8	45	5	18	0	0	0	Surgery	Circulatory	Other	Diabetes	no	high	yes	yes	no
[60-70)	1	10	1	12	0	0	0	Surgery	Musculoskeletal	Circulatory	Diabetes	normal	no	no	yes	yes
[80-90)	11	67	2	26	0	0	0	Missing	Respiratory	Circulatory	Diabetes	no	no	no	yes	yes
[80-90)	3	20	2	29	0	0	0	Missing	Respiratory	Respiratory	Other	no	no	no	yes	yes
[70-80)	2	26	2	17	0	0	0	Missing	Respiratory	Injury	Circulatory	high	no	yes	yes	no
[60-70)	3	36	3	7	0	1	0	Surgery	Circulatory	Injury	Other	no	no	no	no	no
[60-70)	3	42	6	10	2	0	0	Missing	Circulatory	Circulatory	Circulatory	no	no	yes	yes	no
[70-80)	4	16	6	9	0	0	0	Missing	Diabetes	Other	Other	no	no	no	no	yes
[70-80)	4	43	3	20	1	3	4	Other	Circulatory	Circulatory	Respiratory	no	no	yes	yes	yes
[40-50)	3	36	0	11	1	2	0	Missing	Digestive	Digestive	Other	no	no	yes	yes	no
[50-60)	7	47	1	18	2	0	0	Missing	Diabetes	Circulatory	Circulatory	no	no	no	yes	yes
[50-60)	2	80	0	14	0	0	0	Family/GeneralPractice	Circulatory	Circulatory	Circulatory	no	high	yes	yes	no
[80-90)	7	51	0	18	0	0	0	Missing	Respiratory	Respiratory	Other	no	no	no	no	no
[70-80)	6	41	1	10	0	0	0	Missing	Diabetes	Circulatory	Other	no	no	no	no	no
[70-80)	2	62	4	12	0	0	0	Missing	Other	Circulatory	Other	no	no	yes	yes	no
[90-100)	3	62	1	20	0	0	0	Family/GeneralPractice	Injury	Other	Diabetes	no	no	yes	yes	yes
[50-60)	3	39	3	11	2	1	0	Missing	Other	Diabetes	Circulatory	no	no	no	no	no
[70-80)	9	68	0	14	0	0	0	InternalMedicine	Respiratory	Other	Other	no	no	yes	yes	yes
[70-80)	6	63	0	18	0	2	0	Family/GeneralPractice	Diabetes	Other	Other	no	high	no	yes	yes
[40-50)	5	49	3	19	0	0	0	Emergency/Trauma	Other	Other	Diabetes	no	no	yes	yes	no
[70-80)	1	44	3	20	0	0	0	Cardiology	Circulatory	Circulatory	Other	no	no	no	no	yes
[70-80)	3	38	0	14	0	0	0	Missing	Diabetes	Other	Circulatory	no	no	yes	yes	no
[40-50)	4	68	1	8	0	2	0	Other	Other	Other	Other	no	no	no	yes	yes
[70-80)	1	69	0	14	0	0	0	Family/GeneralPractice	Respiratory	Diabetes	Circulatory	no	high	yes	yes	yes
[40-50)	4	20	1	12	0	1	0	Other	Injury	Diabetes	Circulatory	no	no	no	yes	yes
[50-60)	7	40	2	13	0	0	0	Missing	Digestive	Circulatory	Digestive	no	no	no	yes	no
[50-60)	1	27	0	18	0	0	0	Missing	Respiratory	Respiratory	Diabetes	no	no	yes	yes	no
[60-70)	8	36	2	15	1	0	0	Missing	Diabetes	Other	Other	no	high	yes	yes	no
[60-70)	1	31	0	13	0	0	0	Missing	Other	Circulatory	Other	no	no	no	yes	no
[80-90)	2	39	0	10	0	1	0	InternalMedicine	Other	Circulatory	Diabetes	no	no	yes	yes	yes
[80-90)	4	49	0	13	0	0	0	Missing	Diabetes	Other	Other	no	no	yes	yes	yes
[60-70)	1	62	0	20	0	1	0	Emergency/Trauma	Respiratory	Circulatory	Circulatory	no	no	yes	yes	yes
[40-50)	3	43	1	14	0	1	0	Cardiology	Respiratory	Other	Other	no	no	yes	yes	no

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