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
[80-90)	1	46	0	18	0	0	0	Missing	Other	Other	Other	no	no	yes	yes	yes
[80-90)	2	60	0	15	0	1	2	InternalMedicine	Other	Other	Diabetes	no	no	yes	yes	yes
[70-80)	2	38	0	14	0	2	0	Cardiology	Circulatory	Other	Diabetes	no	no	no	yes	yes
[40-50)	5	60	0	10	0	0	0	Missing	Other	Other	Other	no	no	yes	yes	no
[40-50)	6	73	4	30	20	0	3	Missing	Diabetes	Circulatory	Other	no	no	yes	yes	yes
[70-80)	3	1	0	17	1	0	1	Emergency/Trauma	Respiratory	Circulatory	Respiratory	no	no	yes	yes	yes
[50-60)	1	1	1	24	0	1	0	Other	Musculoskeletal	Circulatory	Diabetes	no	no	yes	yes	no
[60-70)	12	71	1	15	0	0	0	Surgery	Other	Other	Injury	no	high	no	yes	yes
[60-70)	5	46	6	16	0	0	0	InternalMedicine	Circulatory	Circulatory	Other	no	no	no	no	yes
[60-70)	7	63	0	18	0	0	0	Emergency/Trauma	Digestive	Other	Diabetes	no	no	yes	yes	no
[40-50)	2	48	1	14	0	0	0	InternalMedicine	Other	Other	Digestive	no	no	no	yes	yes
[50-60)	5	52	3	17	0	0	0	Other	Musculoskeletal	Respiratory	Diabetes	no	high	yes	yes	no
[50-60)	5	38	2	28	0	1	0	Other	Injury	Other	Other	no	no	yes	yes	no
[70-80)	5	47	2	22	0	0	0	InternalMedicine	Digestive	Digestive	Diabetes	no	no	no	no	yes
[70-80)	4	37	0	8	2	1	0	Cardiology	Other	Circulatory	Respiratory	no	no	yes	yes	no
[60-70)	7	72	6	46	0	0	0	Missing	Circulatory	Other	Circulatory	no	no	yes	yes	yes
[70-80)	7	65	0	16	0	1	0	Missing	Other	Circulatory	Respiratory	no	no	no	yes	no
[70-80)	4	35	2	11	0	0	0	Missing	Musculoskeletal	Circulatory	Other	no	no	no	no	no
[70-80)	1	33	0	5	0	0	0	Missing	Diabetes	Circulatory	Circulatory	no	no	no	no	no
[50-60)	4	75	1	15	0	1	0	InternalMedicine	Diabetes	Digestive	Circulatory	no	high	no	yes	no
[60-70)	9	80	5	27	0	0	0	Cardiology	Circulatory	Circulatory	Circulatory	no	no	no	yes	yes
[60-70)	2	13	0	10	2	1	0	Missing	Circulatory	Circulatory	Diabetes	no	no	no	yes	no
[40-50)	5	33	0	20	0	0	0	Emergency/Trauma	Respiratory	Respiratory	Respiratory	no	no	yes	yes	yes
[70-80)	3	72	0	11	0	1	0	Missing	Other	Other	Other	normal	no	no	yes	yes
[70-80)	2	11	0	11	0	0	0	Missing	Other	Respiratory	Other	no	no	no	yes	yes
[70-80)	8	59	3	18	0	0	0	Cardiology	Circulatory	Circulatory	Circulatory	no	high	no	yes	no
[50-60)	14	68	6	23	0	3	0	Missing	Other	Digestive	Other	no	no	yes	yes	yes
[40-50)	6	74	0	22	0	0	0	InternalMedicine	Circulatory	Circulatory	Circulatory	no	high	yes	yes	no
[80-90)	6	41	2	12	0	1	0	Missing	Respiratory	Respiratory	Circulatory	no	no	no	yes	no
[60-70)	1	17	1	33	0	1	0	Missing	Musculoskeletal	Circulatory	Diabetes	no	no	no	no	yes
[70-80)	1	21	5	12	0	2	0	Cardiology	Circulatory	Other	Circulatory	no	no	no	yes	yes
[80-90)	1	46	0	13	0	0	0	Missing	Other	Circulatory	Respiratory	no	no	no	yes	yes
[60-70)	7	79	1	13	0	0	0	Missing	Circulatory	Other	Other	no	no	no	yes	no
[40-50)	5	50	0	10	0	0	0	InternalMedicine	Diabetes	Other	Circulatory	no	high	yes	yes	no
[70-80)	1	9	0	4	0	0	0	Missing	Circulatory	Other	Diabetes	no	no	no	yes	yes
[70-80)	6	43	1	14	0	0	0	Family/GeneralPractice	Respiratory	Diabetes	Other	no	no	yes	yes	yes
[60-70)	7	55	0	13	3	0	0	InternalMedicine	Circulatory	Respiratory	Other	no	no	yes	yes	yes
[40-50)	8	68	1	23	0	1	2	Missing	Other	Circulatory	Other	no	normal	yes	yes	yes
[80-90)	1	12	1	8	1	1	3	Other	Other	Diabetes	Other	normal	no	no	no	no
[60-70)	6	26	2	10	0	0	0	Missing	Circulatory	Other	Diabetes	no	no	yes	yes	no
[60-70)	5	44	2	18	0	0	0	Surgery	Diabetes	Circulatory	Circulatory	no	high	no	yes	yes
[80-90)	2	36	0	10	0	0	0	Missing	Circulatory	Diabetes	Other	no	no	yes	yes	no
[60-70)	10	65	4	13	0	0	0	Missing	Digestive	Other	Digestive	no	no	no	yes	yes
[60-70)	5	51	1	20	1	5	0	Missing	Respiratory	Respiratory	Circulatory	no	no	no	no	yes
[60-70)	2	51	0	17	0	0	0	Missing	Other	Other	Injury	no	no	yes	yes	no
[70-80)	4	2	3	12	5	0	0	Missing	Other	Digestive	Diabetes	no	no	yes	yes	no
[80-90)	8	59	0	19	0	1	0	Missing	Respiratory	Respiratory	Other	no	normal	no	yes	no
[70-80)	2	49	0	17	0	3	0	Missing	Respiratory	Circulatory	Other	no	no	yes	yes	yes
[60-70)	4	56	0	17	1	1	0	Missing	Digestive	Circulatory	Other	no	no	no	no	yes
[70-80)	3	67	1	15	0	0	0	InternalMedicine	Respiratory	Respiratory	Other	no	no	no	yes	no
[40-50)	4	50	3	17	0	0	0	Emergency/Trauma	Diabetes	Other	Other	no	high	yes	yes	no
[40-50)	3	47	0	17	0	1	0	InternalMedicine	Diabetes	Circulatory	Other	no	no	yes	yes	yes
[70-80)	2	40	0	13	0	0	0	Missing	Respiratory	Respiratory	Diabetes	no	no	yes	yes	no
[40-50)	1	42	0	6	0	0	2	Missing	Other	Respiratory	Diabetes	no	normal	no	no	yes
[70-80)	7	43	0	16	0	0	0	Missing	Musculoskeletal	Diabetes	Musculoskeletal	no	high	yes	yes	yes
[80-90)	5	70	0	20	0	0	0	Missing	Other	Injury	Other	no	no	yes	yes	no
[70-80)	6	43	6	7	0	0	1	Emergency/Trauma	Injury	Other	Other	no	no	yes	yes	no
[50-60)	2	44	4	19	0	0	0	Missing	Circulatory	Other	Circulatory	no	high	yes	yes	yes
[70-80)	4	44	4	51	0	1	0	Surgery	Circulatory	Circulatory	Other	no	no	yes	yes	no
[60-70)	1	57	1	17	0	0	0	InternalMedicine	Other	Other	Digestive	no	high	no	yes	no
[50-60)	3	41	0	19	0	1	0	Missing	Digestive	Other	Other	no	no	no	yes	yes
[80-90)	4	51	0	16	0	0	0	InternalMedicine	Other	Other	Other	no	no	yes	yes	no
[60-70)	4	28	2	13	0	0	1	Missing	Other	Other	Other	no	no	yes	yes	yes
[60-70)	4	44	1	13	0	0	0	Missing	Digestive	Digestive	Other	no	no	yes	yes	no
[80-90)	3	22	0	14	1	2	1	Family/GeneralPractice	Other	Musculoskeletal	Other	normal	no	no	no	yes
[60-70)	9	54	1	27	0	3	0	Missing	Other	Digestive	Digestive	no	no	no	yes	yes
[60-70)	1	56	1	14	0	0	1	Emergency/Trauma	Other	Digestive	Circulatory	no	no	no	yes	yes
[70-80)	6	38	3	19	0	4	0	InternalMedicine	Other	Circulatory	Circulatory	normal	no	no	yes	yes
[90-100)	7	23	0	19	0	0	0	Missing	Digestive	Digestive	Circulatory	high	no	yes	yes	no
[70-80)	8	50	0	12	0	1	0	Other	Other	Diabetes	Other	no	high	yes	yes	no
[70-80)	4	69	0	21	1	0	1	Missing	Other	Other	Respiratory	no	normal	yes	yes	no
[80-90)	3	80	1	12	0	0	0	Missing	Respiratory	Other	Other	no	no	no	no	no
[70-80)	7	63	4	8	3	0	0	Missing	Digestive	Other	Diabetes	no	no	no	no	no
[80-90)	7	30	0	12	0	1	0	Missing	Other	Other	Respiratory	no	no	no	yes	no
[50-60)	2	25	0	6	0	0	0	Missing	Circulatory	Diabetes	Other	no	no	no	no	yes
[70-80)	6	44	0	20	0	0	0	Missing	Circulatory	Other	Other	no	high	yes	yes	yes
[40-50)	2	53	3	17	0	1	0	Other	Other	Other	Other	no	no	no	no	yes
[70-80)	3	26	1	21	0	0	0	Family/GeneralPractice	Respiratory	Injury	Circulatory	no	no	no	yes	yes
[60-70)	6	64	1	32	0	0	0	Missing	Respiratory	Other	Other	high	no	yes	yes	yes
[60-70)	5	36	0	20	0	1	0	Missing	Respiratory	Other	Other	no	no	yes	yes	yes
[70-80)	2	28	3	16	1	0	0	Missing	Circulatory	Other	Circulatory	no	no	yes	yes	yes
[60-70)	7	48	1	15	0	2	0	Missing	Injury	Missing	Missing	no	no	yes	yes	no
[80-90)	9	78	0	18	0	0	0	Missing	Other	Circulatory	Respiratory	no	high	no	yes	yes
[60-70)	1	4	4	19	0	1	0	Cardiology	Circulatory	Circulatory	Circulatory	no	no	no	yes	no
[60-70)	1	43	0	10	0	0	0	InternalMedicine	Circulatory	Circulatory	Circulatory	no	no	yes	yes	no
[50-60)	6	32	1	12	0	1	0	InternalMedicine	Musculoskeletal	Other	Musculoskeletal	no	no	yes	yes	yes
[70-80)	7	71	0	24	0	0	0	InternalMedicine	Other	Other	Other	no	no	yes	yes	no
[60-70)	1	10	4	16	0	0	0	Cardiology	Circulatory	Diabetes	Circulatory	no	no	yes	yes	no
[70-80)	2	20	6	7	0	0	0	Missing	Circulatory	Circulatory	Circulatory	no	no	no	no	no
[70-80)	6	60	0	20	0	1	0	InternalMedicine	Respiratory	Injury	Respiratory	no	no	no	yes	yes
[70-80)	3	39	0	12	0	0	0	InternalMedicine	Circulatory	Diabetes	Circulatory	no	no	yes	yes	no
[50-60)	5	37	1	20	4	3	0	Missing	Diabetes	Other	Other	no	no	yes	yes	yes
[70-80)	5	71	0	19	1	1	1	Missing	Circulatory	Circulatory	Circulatory	no	no	yes	yes	no
[60-70)	2	3	1	5	0	0	0	Emergency/Trauma	Diabetes	Other	Other	no	no	yes	yes	no
[70-80)	4	47	2	15	0	1	0	Other	Diabetes	Circulatory	Circulatory	no	no	yes	yes	yes
[80-90)	3	41	0	14	0	0	0	InternalMedicine	Respiratory	Diabetes	Circulatory	no	no	no	yes	yes
[60-70)	9	49	4	39	0	2	1	InternalMedicine	Circulatory	Circulatory	Other	no	no	yes	yes	yes
[60-70)	5	62	5	10	0	0	0	InternalMedicine	Digestive	Circulatory	Circulatory	no	no	no	no	no
[70-80)	5	48	0	21	0	0	0	Missing	Other	Digestive	Diabetes	no	no	no	no	yes
[60-70)	5	66	5	23	0	0	0	Missing	Circulatory	Circulatory	Respiratory	no	no	yes	yes	yes

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