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)	4	39	0	17	0	1	0	Cardiology	Respiratory	Circulatory	Respiratory	no	no	yes	yes	no
[50-60)	4	47	1	12	0	0	0	Other	Musculoskeletal	Other	Diabetes	no	no	no	no	no
[70-80)	1	79	0	17	0	1	0	Other	Respiratory	Circulatory	Circulatory	no	no	no	no	no
[70-80)	5	30	5	20	0	1	0	Family/GeneralPractice	Other	Digestive	Other	no	no	yes	yes	no
[50-60)	3	12	5	19	0	0	0	Other	Circulatory	Circulatory	Other	normal	no	no	no	no
[60-70)	5	55	4	37	0	0	0	Missing	Circulatory	Circulatory	Diabetes	no	no	yes	yes	no
[90-100)	4	76	0	11	0	0	0	InternalMedicine	Circulatory	Respiratory	Circulatory	high	no	yes	yes	yes
[80-90)	4	23	2	20	0	0	0	Missing	Digestive	Musculoskeletal	Circulatory	no	no	no	yes	no
[40-50)	8	48	4	42	0	0	0	Missing	Circulatory	Other	Circulatory	no	no	no	no	no
[70-80)	8	67	1	17	0	1	0	Missing	Circulatory	Other	Diabetes	no	normal	no	no	yes
[50-60)	2	39	3	11	0	0	1	Emergency/Trauma	Circulatory	Circulatory	Other	no	no	yes	yes	yes
[70-80)	5	47	5	10	0	0	0	Cardiology	Circulatory	Circulatory	Diabetes	no	no	yes	yes	no
[40-50)	10	67	0	28	0	0	0	Missing	Respiratory	Other	Other	no	high	yes	yes	no
[70-80)	3	26	2	15	0	0	0	Missing	Injury	Other	Other	no	no	yes	yes	no
[70-80)	6	69	0	11	0	0	0	Missing	Respiratory	Other	Other	no	no	no	no	no
[60-70)	8	64	2	25	1	0	0	Missing	Other	Other	Other	no	high	no	yes	no
[40-50)	1	28	3	7	0	0	0	Cardiology	Circulatory	Circulatory	Other	no	no	no	no	no
[80-90)	5	47	2	15	0	0	0	InternalMedicine	Other	Other	Digestive	no	no	no	no	yes
[60-70)	1	25	0	6	0	1	0	Surgery	Injury	Other	Other	no	no	no	no	no
[40-50)	5	64	1	22	0	0	0	Surgery	Injury	Circulatory	Other	no	no	no	no	yes
[60-70)	2	31	2	21	0	0	0	Missing	Circulatory	Circulatory	Diabetes	no	no	yes	yes	no
[70-80)	6	45	0	21	0	1	0	Missing	Respiratory	Other	Other	no	no	no	yes	no
[70-80)	2	50	0	6	0	0	0	InternalMedicine	Diabetes	Other	Missing	no	no	yes	yes	no
[70-80)	4	41	1	17	0	3	0	Missing	Other	Other	Other	no	no	no	no	no
[50-60)	2	39	0	4	0	0	0	Missing	Other	Other	Other	no	no	no	no	no
[70-80)	6	34	2	19	1	1	0	Surgery	Injury	Circulatory	Circulatory	no	no	yes	yes	yes
[90-100)	7	19	0	17	0	0	0	Family/GeneralPractice	Respiratory	Other	Other	high	no	no	yes	no
[70-80)	4	55	0	5	8	1	2	Missing	Other	Other	Other	no	no	no	no	no
[50-60)	1	41	0	10	0	1	0	Missing	Respiratory	Musculoskeletal	Circulatory	no	no	no	yes	no
[70-80)	3	47	6	7	0	0	0	Missing	Digestive	Other	Circulatory	no	no	no	no	no
[40-50)	2	9	1	14	0	0	1	Other	Other	Other	Diabetes	normal	no	no	no	no
[70-80)	9	70	0	27	0	1	0	Family/GeneralPractice	Respiratory	Other	Respiratory	no	no	yes	yes	yes
[60-70)	2	20	1	10	0	0	0	Missing	Circulatory	Other	Other	no	no	yes	yes	yes
[60-70)	4	39	3	6	0	0	0	Emergency/Trauma	Diabetes	Other	Other	no	no	no	no	no
[80-90)	9	32	0	16	0	0	0	Missing	Other	Other	Other	no	no	no	yes	no
[50-60)	2	41	0	10	0	0	0	Missing	Circulatory	Diabetes	Circulatory	no	high	no	yes	no
[70-80)	3	57	0	12	0	0	0	Missing	Other	Circulatory	Respiratory	no	no	yes	yes	yes
[70-80)	7	49	1	17	0	3	0	Emergency/Trauma	Circulatory	Respiratory	Other	no	no	yes	yes	no
[50-60)	7	53	0	15	0	0	1	Emergency/Trauma	Respiratory	Respiratory	Diabetes	no	no	yes	yes	yes
[70-80)	7	25	0	6	0	0	0	Emergency/Trauma	Respiratory	Other	Diabetes	no	no	yes	yes	no
[50-60)	1	48	6	11	0	2	0	Cardiology	Circulatory	Circulatory	Other	no	high	no	yes	yes
[60-70)	3	30	0	16	2	3	0	Missing	Other	Other	Other	no	no	yes	yes	yes
[70-80)	1	32	6	8	0	1	0	Cardiology	Circulatory	Circulatory	Respiratory	no	no	no	no	no
[60-70)	3	44	3	12	0	0	0	Surgery	Digestive	Other	Circulatory	no	no	no	yes	no
[70-80)	7	56	0	22	0	5	0	Missing	Other	Other	Diabetes	no	no	yes	yes	yes
[50-60)	1	37	1	17	2	0	0	Missing	Other	Other	Other	no	no	yes	yes	yes
[80-90)	4	31	0	17	0	1	0	Other	Circulatory	Circulatory	Other	no	no	no	yes	no
[50-60)	1	58	1	9	0	1	0	Surgery	Injury	Diabetes	Other	no	no	no	no	yes
[40-50)	5	37	0	9	0	0	0	Family/GeneralPractice	Circulatory	Circulatory	Diabetes	no	normal	yes	yes	no
[80-90)	2	23	0	4	0	0	0	Surgery	Digestive	Diabetes	Digestive	high	no	no	no	yes
[60-70)	2	43	0	6	0	0	0	Family/GeneralPractice	Circulatory	Diabetes	Circulatory	no	no	no	yes	yes
[70-80)	10	31	1	16	0	1	0	InternalMedicine	Other	Circulatory	Circulatory	no	no	no	yes	yes
[50-60)	3	7	3	22	5	0	0	Missing	Other	Diabetes	Other	no	no	yes	yes	no
[60-70)	3	42	2	6	0	0	0	Emergency/Trauma	Digestive	Other	Other	no	no	yes	yes	no
[70-80)	10	73	3	16	0	0	0	InternalMedicine	Respiratory	Diabetes	Circulatory	no	no	yes	yes	no
[80-90)	6	35	2	15	0	0	0	Other	Injury	Other	Other	no	no	no	yes	yes
[80-90)	6	45	0	23	0	0	0	Emergency/Trauma	Other	Other	Diabetes	no	no	yes	yes	no
[80-90)	5	10	0	9	0	0	0	Missing	Circulatory	Circulatory	Circulatory	no	no	no	yes	yes
[80-90)	5	37	0	11	0	0	0	Missing	Other	Other	Other	no	no	no	no	yes
[80-90)	3	64	0	10	1	0	1	Missing	Circulatory	Other	Other	no	no	no	no	no
[50-60)	2	37	0	11	0	1	0	Missing	Respiratory	Other	Circulatory	no	no	yes	yes	no
[60-70)	10	68	4	16	0	0	0	Family/GeneralPractice	Circulatory	Diabetes	Other	no	normal	yes	yes	yes
[70-80)	3	53	0	16	0	0	1	Emergency/Trauma	Other	Other	Other	no	no	yes	yes	no
[70-80)	2	59	0	11	0	2	0	Missing	Injury	Other	Respiratory	no	no	yes	yes	no
[60-70)	1	32	0	1	0	0	0	Missing	Respiratory	Circulatory	Circulatory	no	no	no	no	no
[60-70)	5	57	0	26	0	0	1	Missing	Respiratory	Other	Diabetes	no	no	no	yes	no
[50-60)	1	47	1	12	0	0	0	Family/GeneralPractice	Musculoskeletal	Diabetes	Other	no	no	yes	yes	no
[40-50)	2	43	0	16	0	3	0	InternalMedicine	Circulatory	Other	Circulatory	no	no	no	yes	no
[70-80)	5	31	0	10	0	1	0	Missing	Circulatory	Circulatory	Circulatory	no	high	no	yes	yes
[70-80)	3	63	0	14	0	0	1	InternalMedicine	Other	Other	Circulatory	no	no	no	no	yes
[60-70)	1	58	1	14	0	0	0	Other	Injury	Other	Other	no	no	yes	yes	yes
[60-70)	4	40	1	8	0	1	0	Emergency/Trauma	Circulatory	Circulatory	Diabetes	no	no	no	yes	yes
[40-50)	5	1	0	5	0	2	0	Other	Other	Diabetes	Respiratory	no	no	no	no	yes
[80-90)	4	53	4	19	0	0	0	Missing	Other	Circulatory	Circulatory	no	no	no	no	yes
[80-90)	1	29	0	10	0	0	0	Family/GeneralPractice	Musculoskeletal	Diabetes	Circulatory	no	no	no	yes	yes
[60-70)	1	32	6	8	0	0	0	Cardiology	Injury	Circulatory	Circulatory	no	no	no	no	yes
[80-90)	3	56	0	11	0	0	0	Missing	Other	Other	Circulatory	no	normal	yes	yes	yes
[70-80)	5	55	3	19	1	0	0	Missing	Musculoskeletal	Other	Circulatory	no	no	yes	yes	no
[80-90)	5	59	0	13	0	1	0	InternalMedicine	Other	Other	Diabetes	no	no	no	yes	no
[50-60)	6	53	0	16	0	0	0	Other	Other	Injury	Circulatory	no	no	no	no	no
[80-90)	1	11	0	12	2	2	0	Family/GeneralPractice	Other	Respiratory	Other	normal	no	yes	yes	no
[70-80)	2	66	4	13	1	0	0	Missing	Circulatory	Circulatory	Circulatory	no	no	no	no	no
[70-80)	1	36	0	8	0	0	0	Cardiology	Circulatory	Other	Circulatory	no	no	no	yes	yes
[70-80)	6	15	0	15	4	0	0	Surgery	Other	Digestive	Injury	high	no	no	yes	yes
[60-70)	7	39	1	14	0	2	0	InternalMedicine	Respiratory	Musculoskeletal	Other	no	no	no	yes	yes
[70-80)	4	42	3	18	0	0	0	Missing	Diabetes	Other	Other	no	no	no	no	yes
[60-70)	6	45	0	23	0	0	0	Missing	Respiratory	Circulatory	Circulatory	no	no	yes	yes	no
[50-60)	5	72	0	18	0	0	0	Family/GeneralPractice	Circulatory	Circulatory	Diabetes	no	high	yes	yes	yes
[60-70)	12	49	6	42	0	0	0	Missing	Injury	Circulatory	Injury	no	no	no	no	yes
[60-70)	6	26	1	21	0	0	1	Missing	Digestive	Circulatory	Other	high	no	yes	yes	no
[70-80)	3	57	0	12	0	5	0	InternalMedicine	Circulatory	Other	Circulatory	normal	no	no	no	yes
[40-50)	3	38	0	17	0	0	0	Missing	Circulatory	Circulatory	Circulatory	no	no	no	no	no
[70-80)	3	65	0	20	15	1	0	Missing	Other	Circulatory	Circulatory	no	no	yes	yes	yes
[50-60)	6	72	0	12	0	0	0	Missing	Diabetes	Other	Digestive	no	no	yes	yes	yes
[50-60)	3	46	1	12	0	0	0	Other	Circulatory	Circulatory	Other	no	high	yes	yes	yes
[70-80)	4	1	0	15	0	1	0	Missing	Digestive	Circulatory	Circulatory	no	no	yes	yes	yes
[70-80)	2	4	1	13	3	1	0	Missing	Diabetes	Other	Other	no	no	no	no	no
[80-90)	2	44	0	19	0	2	1	InternalMedicine	Circulatory	Circulatory	Circulatory	no	no	yes	yes	no
[60-70)	4	43	0	8	0	0	0	Other	Circulatory	Diabetes	Other	no	no	no	yes	no
[70-80)	7	42	4	34	0	0	0	Missing	Digestive	Other	Other	no	no	yes	yes	yes

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