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)	5	69	0	9	0	0	0	Missing	Other	Other	Other	no	high	yes	yes	no
[80-90)	4	23	0	19	0	0	0	Other	Other	Respiratory	Diabetes	normal	no	yes	yes	no
[60-70)	2	43	0	18	5	0	0	InternalMedicine	Other	Circulatory	Musculoskeletal	no	no	yes	yes	yes
[50-60)	3	78	3	6	0	1	0	Other	Other	Other	Diabetes	no	high	yes	yes	no
[70-80)	9	70	0	13	0	1	0	Other	Circulatory	Other	Other	no	no	no	no	yes
[70-80)	1	11	0	11	1	0	0	Family/GeneralPractice	Respiratory	Circulatory	Diabetes	high	no	yes	yes	yes
[80-90)	6	63	0	16	1	1	0	Missing	Circulatory	Circulatory	Other	no	no	no	yes	no
[60-70)	2	42	3	16	0	0	0	Other	Circulatory	Circulatory	Other	no	no	no	yes	no
[70-80)	2	47	0	13	6	2	0	Missing	Respiratory	Other	Circulatory	no	no	no	yes	yes
[60-70)	5	27	0	9	0	0	0	Family/GeneralPractice	Circulatory	Circulatory	Diabetes	no	no	yes	yes	yes
[70-80)	11	7	6	18	0	1	0	Surgery	Diabetes	Other	Respiratory	no	no	no	yes	no
[70-80)	4	2	3	16	0	1	1	InternalMedicine	Other	Other	Injury	no	no	yes	yes	yes
[70-80)	9	63	0	21	0	0	0	InternalMedicine	Circulatory	Circulatory	Circulatory	no	high	yes	yes	no
[60-70)	4	40	0	12	0	0	0	InternalMedicine	Injury	Other	Diabetes	no	no	yes	yes	no
[40-50)	2	31	2	27	0	0	0	Missing	Musculoskeletal	Circulatory	Circulatory	no	no	yes	yes	no
[70-80)	4	59	0	19	2	3	1	Missing	Circulatory	Other	Circulatory	no	no	yes	yes	yes
[40-50)	3	49	0	16	0	0	0	Missing	Injury	Other	Respiratory	no	normal	no	no	no
[40-50)	11	85	2	28	0	0	0	InternalMedicine	Respiratory	Circulatory	Diabetes	no	high	yes	yes	yes
[50-60)	1	34	2	17	0	0	0	Cardiology	Circulatory	Circulatory	Circulatory	no	no	no	no	yes
[60-70)	2	43	0	12	0	1	0	Missing	Respiratory	Other	Diabetes	no	no	yes	yes	no
[70-80)	4	49	0	14	1	0	1	InternalMedicine	Circulatory	Diabetes	Circulatory	no	no	yes	yes	yes
[80-90)	4	74	0	15	0	0	0	Other	Respiratory	Circulatory	Circulatory	no	no	no	no	yes
[50-60)	9	65	6	40	0	0	0	Missing	Circulatory	Other	Circulatory	no	no	no	no	no
[70-80)	4	18	0	9	0	1	0	Missing	Other	Musculoskeletal	Diabetes	no	no	yes	yes	no
[70-80)	4	70	3	27	0	0	0	Emergency/Trauma	Circulatory	Circulatory	Circulatory	no	normal	yes	yes	no
[40-50)	12	92	6	58	2	0	1	Cardiology	Circulatory	Circulatory	Circulatory	no	no	yes	yes	no
[80-90)	3	37	2	14	0	0	0	Surgery	Other	Other	Diabetes	no	no	no	no	no
[80-90)	7	66	1	19	0	0	0	Missing	Digestive	Other	Diabetes	no	no	yes	yes	no
[50-60)	2	40	3	4	0	1	0	Missing	Other	Other	Diabetes	no	no	no	no	yes
[80-90)	7	67	0	12	0	0	0	Missing	Circulatory	Circulatory	Other	no	no	no	yes	no
[70-80)	3	81	0	11	2	1	0	Other	Respiratory	Respiratory	Circulatory	no	no	no	no	yes
[70-80)	1	48	0	8	0	0	0	InternalMedicine	Respiratory	Circulatory	Circulatory	no	no	no	no	yes
[70-80)	2	52	0	11	0	0	0	Missing	Other	Circulatory	Circulatory	no	no	no	yes	yes
[50-60)	10	51	3	25	0	0	0	Missing	Digestive	Diabetes	Digestive	no	high	yes	yes	yes
[80-90)	2	23	0	12	0	0	0	Missing	Respiratory	Circulatory	Diabetes	no	no	no	yes	yes
[60-70)	3	32	2	12	0	0	0	Other	Musculoskeletal	Diabetes	Musculoskeletal	no	no	no	no	no
[40-50)	2	2	0	9	0	0	0	Missing	Respiratory	Diabetes	Circulatory	no	no	no	yes	no
[50-60)	4	36	0	11	0	2	0	Missing	Digestive	Other	Diabetes	no	no	no	yes	no
[70-80)	3	73	1	26	1	2	0	Missing	Diabetes	Musculoskeletal	Musculoskeletal	no	no	yes	yes	yes
[50-60)	4	55	0	13	0	0	0	Missing	Other	Diabetes	Other	no	high	yes	yes	yes
[40-50)	4	59	0	25	4	0	0	Missing	Respiratory	Other	Respiratory	no	high	yes	yes	yes
[50-60)	5	38	0	11	1	1	0	Surgery	Digestive	Digestive	Digestive	no	no	yes	yes	no
[50-60)	4	29	6	16	0	0	0	Missing	Circulatory	Circulatory	Circulatory	no	no	yes	yes	no
[60-70)	2	65	0	11	0	2	0	InternalMedicine	Other	Other	Other	no	no	yes	yes	yes
[60-70)	2	38	0	19	0	0	2	Missing	Circulatory	Other	Circulatory	no	no	no	yes	yes
[60-70)	3	58	3	23	0	0	0	Missing	Circulatory	Circulatory	Circulatory	no	no	yes	yes	no
[40-50)	4	60	0	23	0	1	0	Missing	Other	Other	Diabetes	no	no	yes	yes	no
[50-60)	3	32	0	13	0	0	0	Other	Other	Circulatory	Respiratory	no	no	no	yes	no
[40-50)	7	60	0	8	0	0	0	Missing	Other	Diabetes	Other	no	no	yes	yes	no
[60-70)	2	43	1	7	0	1	0	InternalMedicine	Circulatory	Diabetes	Other	no	no	no	yes	no
[50-60)	10	69	3	14	0	1	0	InternalMedicine	Circulatory	Circulatory	Diabetes	no	high	no	yes	no
[80-90)	6	39	1	19	0	0	2	InternalMedicine	Other	Injury	Other	no	no	yes	yes	no
[80-90)	3	20	6	15	0	0	0	Missing	Circulatory	Other	Circulatory	no	no	no	yes	yes
[70-80)	3	48	0	9	0	0	0	Emergency/Trauma	Other	Other	Circulatory	no	no	no	yes	no
[60-70)	9	86	1	15	2	0	0	Missing	Other	Other	Other	no	no	no	no	no
[50-60)	4	65	0	23	0	3	0	Missing	Respiratory	Respiratory	Diabetes	no	no	yes	yes	yes
[50-60)	11	70	6	29	0	0	0	Missing	Injury	Respiratory	Injury	no	normal	yes	yes	no
[60-70)	6	24	1	27	0	1	0	Missing	Respiratory	Respiratory	Circulatory	no	high	yes	yes	no
[50-60)	2	63	0	9	0	0	0	Missing	Diabetes	Circulatory	Circulatory	no	no	yes	yes	no
[60-70)	14	70	0	14	0	0	0	Missing	Circulatory	Other	Circulatory	no	normal	no	yes	yes
[70-80)	1	10	3	8	0	0	0	Cardiology	Circulatory	Circulatory	Diabetes	no	no	no	yes	yes
[60-70)	2	9	2	8	0	1	0	Other	Other	Other	Diabetes	no	no	no	yes	yes
[70-80)	5	55	0	26	2	2	2	Missing	Respiratory	Other	Other	no	no	yes	yes	yes
[80-90)	3	1	0	11	0	0	0	Emergency/Trauma	Other	Respiratory	Circulatory	no	no	no	yes	yes
[80-90)	7	55	3	21	0	0	0	Surgery	Circulatory	Other	Circulatory	no	no	yes	yes	yes
[80-90)	3	18	2	16	0	0	0	Missing	Circulatory	Other	Circulatory	no	no	yes	yes	no
[50-60)	2	43	0	16	0	1	0	Missing	Circulatory	Diabetes	Other	no	no	yes	yes	yes
[70-80)	3	38	0	8	0	0	0	Missing	Other	Diabetes	Digestive	no	no	no	yes	no
[70-80)	6	41	6	13	0	0	0	Missing	Circulatory	Other	Other	no	no	no	yes	no
[60-70)	1	49	0	6	0	0	0	Cardiology	Circulatory	Circulatory	Diabetes	no	no	no	yes	no
[60-70)	1	49	5	19	0	1	3	Family/GeneralPractice	Digestive	Other	Other	no	high	no	yes	yes
[70-80)	5	64	0	14	0	0	0	Missing	Other	Other	Injury	no	no	no	yes	no
[70-80)	1	45	0	13	0	0	0	Missing	Circulatory	Musculoskeletal	Other	no	no	no	yes	no
[40-50)	7	57	0	15	0	0	0	Missing	Diabetes	Other	Other	no	no	yes	yes	no
[70-80)	3	13	2	29	0	1	0	Other	Other	Circulatory	Diabetes	no	no	no	yes	no
[60-70)	7	57	1	18	0	0	0	InternalMedicine	Other	Other	Respiratory	no	high	yes	yes	yes
[70-80)	1	36	0	7	0	0	0	InternalMedicine	Other	Diabetes	Other	no	high	yes	yes	no
[70-80)	1	1	0	12	0	0	0	Missing	Digestive	Other	Respiratory	no	no	yes	yes	no
[70-80)	4	48	1	8	0	0	0	Missing	Other	Circulatory	Diabetes	no	no	no	yes	no
[70-80)	3	1	0	21	0	0	1	Missing	Respiratory	Diabetes	Circulatory	no	no	yes	yes	no
[60-70)	5	38	0	9	1	3	0	Missing	Respiratory	Other	Other	no	no	no	no	yes
[70-80)	1	19	3	8	0	0	0	Missing	Circulatory	Circulatory	Circulatory	no	no	yes	yes	no
[70-80)	7	73	1	29	0	0	0	Missing	Digestive	Other	Other	no	normal	no	yes	yes
[80-90)	4	42	3	24	1	2	0	Missing	Circulatory	Other	Circulatory	no	no	no	yes	yes
[90-100)	5	68	3	21	0	0	0	Missing	Other	Respiratory	Other	no	no	no	yes	no
[60-70)	4	38	1	14	0	0	0	Surgery	Other	Digestive	Other	no	no	no	no	yes
[50-60)	5	23	1	10	0	0	0	Surgery	Other	Diabetes	Circulatory	no	no	yes	yes	no
[40-50)	5	18	0	6	0	0	1	Emergency/Trauma	Other	Other	Other	no	no	no	yes	yes
[50-60)	4	45	0	28	0	0	4	InternalMedicine	Circulatory	Other	Other	no	no	yes	yes	yes
[70-80)	1	6	5	9	0	0	0	Missing	Circulatory	Other	Diabetes	no	no	no	no	no
[50-60)	1	4	2	11	0	0	0	Family/GeneralPractice	Diabetes	Respiratory	Other	no	no	yes	yes	no
[70-80)	4	68	0	17	8	2	0	Missing	Circulatory	Respiratory	Other	no	high	yes	yes	yes
[50-60)	3	60	2	25	3	2	4	Family/GeneralPractice	Other	Diabetes	Other	no	no	yes	yes	yes
[60-70)	3	68	0	8	0	0	0	Emergency/Trauma	Injury	Other	Digestive	no	no	no	yes	no
[70-80)	3	53	5	18	0	0	0	Cardiology	Respiratory	Diabetes	Digestive	no	no	yes	yes	no
[70-80)	4	38	0	1	0	0	0	Other	Other	Other	Diabetes	no	no	no	no	no
[70-80)	2	43	0	4	0	0	0	Missing	Diabetes	Other	Other	no	no	yes	yes	no
[50-60)	2	1	0	11	0	0	0	Emergency/Trauma	Other	Other	Other	no	no	yes	yes	no
[50-60)	1	18	0	13	5	1	2	Missing	Circulatory	Circulatory	Other	normal	no	no	yes	yes
[60-70)	2	69	0	10	2	0	0	Other	Other	Diabetes	Other	no	high	yes	yes	no

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