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	32	6	6	0	0	0	Missing	Circulatory	Other	Diabetes	no	no	no	yes	yes
[50-60)	1	47	0	1	0	0	0	Missing	Circulatory	Circulatory	Circulatory	no	no	no	no	no
[80-90)	5	71	0	17	0	1	1	Missing	Other	Respiratory	Other	no	high	no	yes	yes
[60-70)	5	53	1	22	1	0	0	Missing	Digestive	Respiratory	Other	no	no	no	yes	no
[40-50)	4	38	0	15	0	1	0	InternalMedicine	Diabetes	Other	Circulatory	no	no	yes	yes	yes
[60-70)	4	7	1	30	0	0	0	Missing	Musculoskeletal	Musculoskeletal	Diabetes	no	no	no	yes	yes
[70-80)	3	33	2	22	0	0	0	Other	Musculoskeletal	Diabetes	Circulatory	no	no	no	no	no
[70-80)	4	53	3	18	0	0	0	Other	Injury	Injury	Other	no	no	no	yes	no
[60-70)	3	40	3	5	0	0	0	Missing	Circulatory	Circulatory	Diabetes	no	no	yes	yes	no
[50-60)	7	49	5	21	0	0	0	Missing	Respiratory	Other	Diabetes	no	no	yes	yes	yes
[80-90)	9	72	5	17	0	0	0	Cardiology	Circulatory	Circulatory	Diabetes	no	high	yes	yes	yes
[50-60)	4	37	0	7	0	0	0	Missing	Circulatory	Circulatory	Other	no	no	no	no	no
[50-60)	5	64	0	19	0	1	0	Family/GeneralPractice	Digestive	Musculoskeletal	Other	no	no	no	no	yes
[40-50)	9	32	0	16	0	4	3	Missing	Other	Circulatory	Other	no	no	yes	yes	yes
[60-70)	6	1	2	25	0	1	0	Missing	Diabetes	Other	Musculoskeletal	no	no	yes	yes	yes
[70-80)	6	43	0	12	0	0	0	InternalMedicine	Circulatory	Circulatory	Respiratory	no	no	no	yes	yes
[70-80)	11	60	0	14	0	1	0	Missing	Other	Circulatory	Circulatory	no	no	yes	yes	yes
[60-70)	4	64	0	15	0	0	0	Missing	Circulatory	Other	Diabetes	no	high	yes	yes	no
[60-70)	4	50	3	17	0	1	0	Missing	Digestive	Respiratory	Diabetes	no	no	yes	yes	no
[50-60)	1	31	1	10	0	0	0	Surgery	Musculoskeletal	Diabetes	Circulatory	no	no	yes	yes	no
[70-80)	3	52	0	14	0	0	4	Missing	Digestive	Other	Other	no	no	no	yes	yes
[50-60)	5	69	0	17	0	1	0	Other	Digestive	Respiratory	Circulatory	no	no	no	yes	yes
[70-80)	4	44	0	14	3	0	0	Missing	Circulatory	Circulatory	Diabetes	no	no	no	yes	yes
[50-60)	5	42	0	18	1	1	1	Missing	Respiratory	Respiratory	Respiratory	no	no	yes	yes	no
[70-80)	2	27	4	17	0	0	0	Other	Circulatory	Circulatory	Other	no	no	no	yes	yes
[70-80)	1	45	0	3	0	2	2	Emergency/Trauma	Injury	Other	Other	no	no	no	no	no
[70-80)	3	53	0	16	0	0	0	InternalMedicine	Circulatory	Circulatory	Circulatory	no	no	no	no	no
[80-90)	3	59	0	5	0	1	0	Missing	Injury	Other	Other	no	no	no	no	no
[70-80)	2	33	1	6	0	0	0	Emergency/Trauma	Digestive	Digestive	Diabetes	no	no	no	no	no
[60-70)	3	67	0	10	0	0	0	Missing	Diabetes	Other	Other	no	no	yes	yes	no
[90-100)	3	32	0	2	1	0	0	Missing	Other	Other	Diabetes	no	no	no	no	no
[50-60)	1	33	1	20	0	0	1	Missing	Injury	Other	Circulatory	no	no	no	no	yes
[80-90)	2	24	0	24	0	2	0	Missing	Other	Other	Other	no	no	yes	yes	yes
[60-70)	2	34	0	9	0	0	0	Cardiology	Respiratory	Circulatory	Diabetes	no	no	no	no	yes
[50-60)	1	44	0	15	1	1	0	InternalMedicine	Circulatory	Respiratory	Diabetes	no	no	yes	yes	yes
[70-80)	3	60	2	6	0	0	0	Other	Circulatory	Circulatory	Circulatory	no	no	no	yes	yes
[80-90)	7	48	0	22	0	0	0	InternalMedicine	Musculoskeletal	Diabetes	Circulatory	no	no	yes	yes	no
[60-70)	9	77	3	25	1	1	0	Cardiology	Circulatory	Respiratory	Respiratory	no	no	no	no	no
[60-70)	5	59	2	15	0	0	0	Missing	Other	Other	Circulatory	no	no	yes	yes	yes
[40-50)	3	37	2	30	0	0	0	Other	Other	Other	Respiratory	no	no	no	no	no
[80-90)	2	41	0	10	1	0	1	Missing	Circulatory	Circulatory	Diabetes	no	no	no	no	yes
[60-70)	1	32	1	8	0	0	0	Missing	Other	Circulatory	Diabetes	no	no	no	yes	no
[90-100)	4	64	0	19	0	1	1	Emergency/Trauma	Digestive	Other	Other	no	no	no	no	no
[50-60)	10	46	3	42	0	0	0	Surgery	Other	Digestive	Respiratory	no	no	no	no	no
[70-80)	3	50	0	10	0	0	0	InternalMedicine	Respiratory	Circulatory	Diabetes	no	no	no	yes	yes
[60-70)	12	73	1	12	0	0	0	Emergency/Trauma	Diabetes	Other	Other	no	high	yes	yes	no
[90-100)	4	57	0	6	0	0	0	InternalMedicine	Circulatory	Other	Diabetes	no	no	no	no	no
[70-80)	2	44	0	10	0	0	0	Emergency/Trauma	Circulatory	Circulatory	Circulatory	no	no	no	no	yes
[70-80)	5	55	0	18	1	0	0	Cardiology	Circulatory	Circulatory	Circulatory	no	high	yes	yes	no
[80-90)	14	55	3	27	0	0	0	Missing	Circulatory	Circulatory	Other	no	high	yes	yes	yes
[80-90)	3	28	0	14	0	0	0	InternalMedicine	Digestive	Other	Other	no	no	yes	yes	yes
[70-80)	1	38	0	17	0	2	1	InternalMedicine	Musculoskeletal	Diabetes	Musculoskeletal	no	no	yes	yes	no
[40-50)	4	59	0	16	0	0	1	Missing	Other	Diabetes	Other	no	high	yes	yes	no
[70-80)	1	57	0	10	0	0	0	Missing	Circulatory	Respiratory	Circulatory	no	no	no	yes	yes
[60-70)	2	19	0	10	1	0	0	Family/GeneralPractice	Other	Respiratory	Respiratory	normal	no	no	yes	no
[70-80)	2	44	5	14	0	1	0	Missing	Circulatory	Circulatory	Digestive	no	no	no	no	yes
[70-80)	1	9	0	12	1	1	0	Surgery	Other	Circulatory	Circulatory	no	no	no	yes	yes
[70-80)	6	72	1	20	0	0	0	Missing	Digestive	Digestive	Other	no	no	yes	yes	no
[40-50)	1	41	0	18	0	0	0	Missing	Respiratory	Circulatory	Other	no	no	no	yes	no
[70-80)	10	53	0	15	0	0	0	Other	Diabetes	Respiratory	Other	no	high	yes	yes	no
[40-50)	3	1	2	4	0	0	0	Missing	Injury	Missing	Missing	no	no	no	no	no
[50-60)	3	20	1	12	0	0	0	Other	Musculoskeletal	Diabetes	Other	no	no	no	yes	no
[70-80)	3	44	0	17	0	0	0	InternalMedicine	Respiratory	Other	Other	no	no	yes	yes	yes
[40-50)	3	26	2	15	0	0	2	Surgery	Diabetes	Other	Missing	high	no	yes	yes	yes
[60-70)	2	18	0	10	0	0	0	Family/GeneralPractice	Respiratory	Digestive	Musculoskeletal	high	no	no	no	no
[70-80)	3	2	3	15	0	1	0	Missing	Circulatory	Circulatory	Circulatory	no	no	yes	yes	no
[80-90)	8	12	0	15	0	1	0	Other	Other	Diabetes	Other	no	no	yes	yes	no
[50-60)	1	31	0	12	1	0	0	Missing	Respiratory	Digestive	Circulatory	no	no	no	yes	no
[60-70)	4	36	1	23	1	0	1	Missing	Musculoskeletal	Other	Other	no	no	yes	yes	yes
[90-100)	11	69	2	22	0	0	0	Missing	Other	Respiratory	Respiratory	no	normal	no	yes	no
[60-70)	5	50	6	26	0	0	0	Missing	Circulatory	Diabetes	Injury	no	high	yes	yes	no
[70-80)	2	38	0	13	0	0	0	InternalMedicine	Injury	Circulatory	Other	no	no	no	yes	no
[50-60)	2	31	0	7	0	0	0	InternalMedicine	Other	Diabetes	Other	no	no	yes	yes	no
[60-70)	7	64	3	15	0	0	0	Missing	Circulatory	Other	Other	no	normal	no	yes	no
[40-50)	1	37	0	7	0	0	1	Emergency/Trauma	Injury	Injury	Diabetes	no	no	yes	yes	no
[60-70)	2	7	1	9	0	0	0	Emergency/Trauma	Other	Other	Digestive	no	high	no	no	no
[60-70)	1	64	0	15	0	0	0	Missing	Circulatory	Circulatory	Other	no	no	yes	yes	yes
[80-90)	7	49	6	25	1	2	0	Other	Circulatory	Circulatory	Circulatory	no	no	no	yes	no
[70-80)	8	24	1	19	0	0	0	Missing	Other	Diabetes	Other	high	no	no	yes	no
[50-60)	6	43	0	30	0	2	0	Other	Respiratory	Other	Other	no	no	yes	yes	yes
[80-90)	1	1	0	8	0	0	0	Missing	Respiratory	Other	Circulatory	no	no	yes	yes	no
[60-70)	5	44	5	21	0	0	0	Other	Injury	Circulatory	Other	no	no	yes	yes	no
[50-60)	2	50	5	21	0	0	0	Missing	Circulatory	Circulatory	Other	no	no	no	no	no
[80-90)	4	40	2	12	0	0	1	Missing	Digestive	Digestive	Other	no	no	no	yes	no
[60-70)	1	44	0	6	0	0	0	Surgery	Respiratory	Circulatory	Diabetes	no	high	no	yes	no
[80-90)	2	52	0	12	0	1	0	InternalMedicine	Respiratory	Circulatory	Other	no	no	no	yes	no
[70-80)	13	39	0	16	1	1	0	Other	Other	Other	Diabetes	no	no	yes	yes	yes
[90-100)	4	52	0	16	0	0	0	InternalMedicine	Circulatory	Circulatory	Circulatory	no	no	no	no	yes
[50-60)	10	40	3	24	0	1	0	InternalMedicine	Respiratory	Other	Respiratory	no	no	no	no	yes
[70-80)	3	41	1	12	0	0	0	Missing	Respiratory	Circulatory	Circulatory	no	no	no	yes	no
[70-80)	2	55	0	13	0	1	1	Missing	Other	Other	Other	no	no	yes	yes	no
[50-60)	4	52	0	16	1	1	0	Missing	Circulatory	Other	Diabetes	no	normal	no	no	yes
[80-90)	6	28	0	15	0	0	0	Missing	Diabetes	Circulatory	Other	no	no	yes	yes	no
[80-90)	7	45	1	25	0	2	3	InternalMedicine	Respiratory	Diabetes	Circulatory	no	no	yes	yes	yes
[40-50)	4	56	0	14	0	0	0	Missing	Circulatory	Respiratory	Circulatory	no	no	no	yes	no
[90-100)	3	46	0	11	0	0	0	InternalMedicine	Circulatory	Circulatory	Circulatory	no	no	no	no	yes
[40-50)	2	37	0	10	0	0	0	InternalMedicine	Other	Other	Diabetes	no	no	no	yes	no
[50-60)	7	30	4	13	1	1	0	Other	Injury	Other	Circulatory	no	no	no	yes	yes
[60-70)	1	47	0	24	0	1	0	Missing	Other	Other	Musculoskeletal	normal	no	no	yes	yes
[80-90)	2	37	0	8	0	0	0	Missing	Circulatory	Other	Other	no	no	no	no	yes

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