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)	7	56	2	28	0	0	0	Other	Other	Other	Injury	no	no	no	no	no
[40-50)	4	51	0	18	0	0	0	InternalMedicine	Musculoskeletal	Other	Diabetes	no	no	no	yes	yes
[50-60)	2	43	1	11	0	0	0	Other	Respiratory	Circulatory	Circulatory	no	no	no	yes	yes
[80-90)	13	68	0	29	0	2	0	Emergency/Trauma	Circulatory	Other	Circulatory	no	high	yes	yes	yes
[50-60)	7	63	1	25	0	0	1	Emergency/Trauma	Circulatory	Other	Other	no	no	yes	yes	no
[80-90)	2	47	0	14	0	0	0	Other	Other	Diabetes	Injury	no	no	no	yes	yes
[60-70)	1	63	1	7	0	0	1	Missing	Circulatory	Diabetes	Diabetes	no	no	yes	yes	yes
[70-80)	7	50	0	18	0	0	0	Missing	Circulatory	Circulatory	Other	no	no	no	yes	no
[60-70)	7	55	0	17	0	0	0	Family/GeneralPractice	Other	Other	Circulatory	no	no	no	yes	yes
[60-70)	2	65	0	7	0	1	0	Missing	Digestive	Other	Other	no	no	no	no	yes
[50-60)	1	28	1	20	0	0	0	Family/GeneralPractice	Other	Injury	Respiratory	no	no	no	yes	no
[60-70)	3	3	1	30	0	0	0	Missing	Musculoskeletal	Diabetes	Other	no	no	yes	yes	yes
[40-50)	6	47	0	17	0	0	0	Surgery	Injury	Circulatory	Other	no	high	yes	yes	no
[80-90)	9	63	4	21	1	1	1	Missing	Respiratory	Respiratory	Circulatory	no	no	no	no	no
[60-70)	1	59	0	19	0	0	0	InternalMedicine	Other	Other	Other	no	no	no	yes	yes
[80-90)	5	49	0	17	0	0	0	Missing	Circulatory	Circulatory	Circulatory	normal	no	no	yes	no
[90-100)	6	76	3	16	3	5	1	Missing	Circulatory	Other	Other	no	no	no	yes	yes
[50-60)	1	37	2	19	0	0	0	Cardiology	Circulatory	Diabetes	Circulatory	no	no	yes	yes	yes
[50-60)	5	47	1	13	0	0	0	InternalMedicine	Other	Diabetes	Circulatory	no	no	no	yes	no
[40-50)	7	70	2	25	0	1	0	Emergency/Trauma	Injury	Digestive	Respiratory	no	no	yes	yes	no
[60-70)	1	55	0	7	0	0	0	Missing	Other	Other	Musculoskeletal	no	high	no	yes	no
[70-80)	3	41	0	11	2	0	0	Missing	Circulatory	Other	Diabetes	no	no	yes	yes	yes
[70-80)	6	44	0	11	0	0	0	InternalMedicine	Diabetes	Circulatory	Diabetes	no	normal	yes	yes	no
[80-90)	10	46	4	24	5	1	0	Missing	Digestive	Other	Circulatory	no	no	yes	yes	no
[90-100)	4	45	0	8	1	0	0	Missing	Circulatory	Circulatory	Circulatory	no	no	yes	yes	no
[40-50)	6	65	2	13	0	0	0	Missing	Other	Diabetes	Other	no	high	yes	yes	no
[60-70)	4	46	0	14	0	0	0	Other	Other	Respiratory	Diabetes	no	high	yes	yes	no
[70-80)	7	51	1	19	0	1	0	Other	Injury	Other	Diabetes	no	high	yes	yes	yes
[70-80)	3	63	0	6	0	0	0	Missing	Circulatory	Circulatory	Other	no	high	yes	yes	no
[80-90)	1	45	6	22	0	1	0	Cardiology	Circulatory	Circulatory	Other	no	no	no	no	yes
[70-80)	3	30	0	14	0	1	0	Missing	Other	Circulatory	Other	no	no	no	yes	yes
[40-50)	4	48	1	18	0	0	0	Other	Injury	Other	Diabetes	no	no	yes	yes	no
[60-70)	6	57	1	22	0	1	0	Missing	Other	Other	Digestive	no	no	yes	yes	yes
[50-60)	2	45	4	18	0	0	0	Missing	Circulatory	Circulatory	Circulatory	no	no	no	yes	yes
[90-100)	6	64	0	14	0	0	0	Missing	Musculoskeletal	Circulatory	Other	no	no	yes	yes	no
[70-80)	7	60	6	29	0	0	0	Other	Injury	Circulatory	Other	no	normal	no	no	yes
[70-80)	4	61	0	11	0	0	0	Missing	Other	Other	Other	no	normal	yes	yes	no
[70-80)	2	21	4	16	0	0	0	Other	Other	Other	Diabetes	no	no	yes	yes	no
[80-90)	2	38	0	12	0	0	0	InternalMedicine	Circulatory	Circulatory	Other	no	no	yes	yes	no
[60-70)	6	44	0	17	0	2	2	Emergency/Trauma	Respiratory	Respiratory	Circulatory	no	no	yes	yes	yes
[80-90)	4	1	0	24	0	3	0	Emergency/Trauma	Other	Other	Respiratory	no	no	yes	yes	yes
[60-70)	4	62	1	17	0	3	0	InternalMedicine	Circulatory	Other	Circulatory	no	normal	no	yes	yes
[40-50)	3	10	0	13	1	1	2	Family/GeneralPractice	Digestive	Circulatory	Diabetes	no	no	no	no	yes
[70-80)	1	50	1	13	0	1	0	Other	Circulatory	Diabetes	Other	no	no	no	no	yes
[70-80)	3	43	1	21	1	1	0	Other	Other	Other	Diabetes	no	no	no	yes	no
[60-70)	4	45	2	48	0	0	0	Missing	Circulatory	Diabetes	Circulatory	no	no	yes	yes	no
[60-70)	7	46	3	23	0	1	0	Missing	Injury	Injury	Other	no	no	yes	yes	yes
[50-60)	1	38	1	24	0	0	0	Cardiology	Circulatory	Circulatory	Circulatory	no	no	yes	yes	no
[80-90)	2	56	0	11	1	1	0	Missing	Circulatory	Circulatory	Circulatory	no	no	no	no	no
[70-80)	7	71	4	21	1	0	0	Other	Other	Digestive	Other	no	no	yes	yes	no
[40-50)	13	56	5	12	0	0	0	Family/GeneralPractice	Other	Diabetes	Other	no	no	no	yes	yes
[50-60)	1	41	0	10	0	0	0	InternalMedicine	Respiratory	Circulatory	Diabetes	no	high	no	yes	yes
[50-60)	5	29	0	13	0	0	0	Family/GeneralPractice	Respiratory	Injury	Injury	no	no	yes	yes	no
[60-70)	6	26	2	7	0	0	0	Emergency/Trauma	Circulatory	Diabetes	Circulatory	no	no	no	yes	yes
[70-80)	4	34	0	13	0	0	0	Other	Other	Other	Other	no	no	no	no	no
[70-80)	8	65	6	21	1	2	1	InternalMedicine	Diabetes	Circulatory	Circulatory	no	no	yes	yes	no
[50-60)	8	42	3	23	0	0	0	Missing	Circulatory	Other	Diabetes	no	no	no	yes	yes
[70-80)	8	42	6	23	2	1	0	Missing	Other	Digestive	Diabetes	no	no	no	yes	no
[50-60)	9	67	3	15	0	1	0	Other	Digestive	Diabetes	Circulatory	no	high	no	yes	yes
[80-90)	14	34	0	26	0	1	0	InternalMedicine	Musculoskeletal	Respiratory	Circulatory	no	no	no	yes	no
[50-60)	2	42	0	13	0	10	2	InternalMedicine	Digestive	Digestive	Diabetes	no	no	no	yes	yes
[60-70)	1	55	0	11	1	1	0	Missing	Digestive	Other	Other	no	no	no	yes	yes
[60-70)	7	54	2	24	0	0	2	Missing	Digestive	Circulatory	Other	no	high	no	yes	yes
[60-70)	5	60	1	20	0	0	0	Family/GeneralPractice	Circulatory	Other	Other	no	no	no	yes	yes
[80-90)	4	46	2	14	0	0	0	Missing	Digestive	Other	Circulatory	no	no	no	no	yes
[70-80)	1	38	0	7	0	0	0	InternalMedicine	Circulatory	Diabetes	Circulatory	no	no	yes	yes	no
[70-80)	7	76	1	16	1	0	1	Cardiology	Other	Other	Circulatory	no	no	no	yes	no
[80-90)	2	3	1	12	0	1	0	Missing	Circulatory	Circulatory	Diabetes	no	no	yes	yes	yes
[60-70)	3	50	0	25	1	2	0	Emergency/Trauma	Respiratory	Other	Other	no	no	yes	yes	yes
[50-60)	1	50	0	10	0	0	0	Other	Respiratory	Other	Missing	no	no	yes	yes	no
[60-70)	2	39	0	17	0	0	0	InternalMedicine	Respiratory	Respiratory	Other	no	no	yes	yes	no
[80-90)	3	35	0	8	0	4	0	Family/GeneralPractice	Diabetes	Circulatory	Circulatory	no	no	yes	yes	yes
[70-80)	3	26	1	12	0	0	0	Missing	Musculoskeletal	Circulatory	Diabetes	no	no	no	yes	no
[50-60)	3	43	1	9	0	0	0	InternalMedicine	Other	Other	Diabetes	no	no	no	no	yes
[70-80)	1	34	0	11	0	0	0	InternalMedicine	Respiratory	Other	Diabetes	no	no	no	yes	no
[70-80)	2	31	0	10	0	0	0	Missing	Other	Other	Other	no	no	no	yes	no
[70-80)	2	31	2	14	0	1	0	Surgery	Other	Other	Other	no	no	yes	yes	yes
[70-80)	4	56	1	16	1	1	0	Missing	Circulatory	Circulatory	Other	no	no	no	yes	no
[80-90)	5	35	0	18	1	0	0	Missing	Respiratory	Other	Other	no	no	no	no	no
[50-60)	7	52	6	62	0	0	0	Surgery	Circulatory	Circulatory	Diabetes	no	no	yes	yes	yes
[50-60)	2	29	3	20	1	0	0	Surgery	Musculoskeletal	Musculoskeletal	Diabetes	no	no	yes	yes	yes
[70-80)	4	48	0	14	0	0	0	Emergency/Trauma	Other	Other	Other	no	no	no	yes	no
[60-70)	5	52	1	24	0	0	1	Missing	Injury	Other	Other	no	no	yes	yes	yes
[60-70)	3	37	2	12	0	5	0	Missing	Other	Other	Other	no	no	no	no	yes
[70-80)	6	40	0	13	0	0	0	Missing	Circulatory	Circulatory	Circulatory	no	high	no	yes	yes
[80-90)	1	2	1	6	1	0	0	Surgery	Musculoskeletal	Other	Diabetes	no	no	yes	yes	no
[80-90)	9	81	0	24	0	0	0	Emergency/Trauma	Digestive	Digestive	Other	no	high	no	yes	no
[70-80)	10	33	3	16	1	0	0	Surgery	Other	Digestive	Injury	no	no	yes	yes	no
[70-80)	6	59	6	57	0	0	0	Cardiology	Circulatory	Circulatory	Respiratory	no	high	yes	yes	yes
[40-50)	9	52	1	20	0	7	2	Emergency/Trauma	Diabetes	Digestive	Other	no	no	yes	yes	yes
[80-90)	3	12	0	14	0	0	0	Missing	Respiratory	Other	Other	high	no	no	yes	yes
[50-60)	3	23	1	5	0	0	0	Missing	Digestive	Circulatory	Diabetes	no	no	yes	yes	no
[70-80)	3	60	0	14	10	0	0	InternalMedicine	Circulatory	Circulatory	Diabetes	no	no	no	yes	yes
[80-90)	4	44	0	16	0	0	0	InternalMedicine	Circulatory	Circulatory	Circulatory	no	no	no	no	no
[60-70)	2	32	0	3	0	0	0	Family/GeneralPractice	Digestive	Other	Diabetes	no	no	no	no	no
[90-100)	1	53	0	4	0	0	0	Missing	Other	Diabetes	Other	no	no	yes	yes	no
[50-60)	3	49	0	20	0	0	0	InternalMedicine	Respiratory	Respiratory	Other	no	no	yes	yes	no
[80-90)	2	80	0	21	2	0	0	Missing	Respiratory	Circulatory	Other	no	no	yes	yes	no
[70-80)	1	42	0	7	0	0	0	Missing	Circulatory	Other	Other	no	high	no	yes	yes
[80-90)	9	69	0	29	0	0	0	Missing	Musculoskeletal	Respiratory	Other	no	no	yes	yes	no

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