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
[90-100)	2	19	0	12	0	0	0	Missing	Respiratory	Circulatory	Diabetes	no	no	no	no	no
[50-60)	5	32	3	16	1	3	0	Surgery	Injury	Other	Other	no	no	yes	yes	yes
[50-60)	7	64	5	24	0	0	0	Emergency/Trauma	Other	Other	Other	no	normal	yes	yes	no
[70-80)	3	48	0	18	0	0	1	Missing	Circulatory	Respiratory	Diabetes	no	no	no	no	no
[70-80)	8	10	2	13	0	3	0	Missing	Other	Other	Other	normal	no	no	yes	yes
[70-80)	1	22	2	19	0	0	0	Other	Musculoskeletal	Circulatory	Diabetes	no	no	no	yes	no
[70-80)	11	63	0	25	0	2	0	Missing	Circulatory	Respiratory	Circulatory	no	no	yes	yes	yes
[70-80)	1	50	0	5	0	0	1	InternalMedicine	Digestive	Circulatory	Circulatory	no	no	no	no	yes
[50-60)	3	50	0	22	1	0	0	InternalMedicine	Respiratory	Circulatory	Diabetes	no	no	yes	yes	no
[70-80)	3	25	1	21	1	0	1	Family/GeneralPractice	Respiratory	Respiratory	Diabetes	normal	no	no	yes	yes
[80-90)	2	35	0	7	0	0	0	Missing	Other	Diabetes	Circulatory	no	no	no	no	yes
[80-90)	1	58	0	6	0	0	0	Family/GeneralPractice	Other	Diabetes	Other	no	no	no	no	no
[70-80)	2	17	2	14	0	1	0	Other	Injury	Injury	Diabetes	no	no	yes	yes	yes
[60-70)	9	63	6	52	0	0	0	Other	Circulatory	Respiratory	Other	no	no	yes	yes	no
[50-60)	13	82	6	34	0	0	0	Cardiology	Circulatory	Circulatory	Circulatory	no	high	yes	yes	no
[50-60)	3	42	1	7	0	1	0	Missing	Musculoskeletal	Circulatory	Circulatory	no	no	no	yes	yes
[50-60)	8	68	6	40	0	0	0	Cardiology	Circulatory	Circulatory	Diabetes	no	normal	yes	yes	no
[50-60)	5	53	4	18	0	0	0	Missing	Circulatory	Circulatory	Respiratory	no	no	yes	yes	no
[50-60)	4	4	1	24	0	0	0	Other	Circulatory	Circulatory	Circulatory	no	no	yes	yes	no
[70-80)	3	42	0	12	0	0	0	Missing	Respiratory	Circulatory	Diabetes	no	high	yes	yes	yes
[40-50)	4	55	5	11	0	0	0	Missing	Digestive	Injury	Other	no	no	no	no	no
[60-70)	2	19	1	12	0	0	0	Missing	Digestive	Other	Other	high	no	yes	yes	no
[40-50)	5	66	0	10	0	0	0	Missing	Respiratory	Circulatory	Respiratory	no	no	no	no	no
[40-50)	3	36	6	6	0	0	0	Emergency/Trauma	Circulatory	Circulatory	Diabetes	no	no	no	yes	no
[70-80)	8	58	0	23	1	0	0	Missing	Respiratory	Diabetes	Circulatory	high	high	yes	yes	yes
[60-70)	9	60	0	19	0	1	0	Missing	Injury	Other	Diabetes	high	high	no	yes	yes
[90-100)	5	19	0	24	0	0	1	Family/GeneralPractice	Circulatory	Other	Respiratory	normal	no	yes	yes	yes
[70-80)	6	69	5	25	0	0	0	Surgery	Circulatory	Digestive	Other	no	no	yes	yes	no
[80-90)	8	45	2	13	0	0	0	Other	Circulatory	Circulatory	Other	no	normal	no	no	no
[90-100)	3	74	0	23	0	0	0	InternalMedicine	Circulatory	Diabetes	Other	no	no	yes	yes	no
[80-90)	7	47	0	15	0	1	0	InternalMedicine	Circulatory	Circulatory	Respiratory	no	no	yes	yes	yes
[70-80)	3	48	0	4	0	0	0	Missing	Other	Other	Other	no	no	no	no	no
[80-90)	1	2	0	17	1	3	0	Missing	Circulatory	Circulatory	Circulatory	no	no	no	no	yes
[60-70)	5	50	0	13	0	0	0	Family/GeneralPractice	Digestive	Other	Circulatory	no	no	no	yes	yes
[70-80)	6	50	0	17	0	3	0	Missing	Other	Respiratory	Circulatory	no	no	no	yes	yes
[80-90)	1	53	2	14	0	0	0	Cardiology	Circulatory	Circulatory	Circulatory	no	no	no	no	no
[80-90)	13	18	0	15	0	1	0	Missing	Other	Other	Other	no	no	yes	yes	no
[40-50)	3	23	0	9	0	0	0	Missing	Respiratory	Other	Diabetes	no	no	yes	yes	no
[80-90)	4	36	0	15	4	1	0	Missing	Other	Other	Other	no	no	yes	yes	yes
[80-90)	1	45	0	12	0	1	0	Family/GeneralPractice	Digestive	Other	Circulatory	no	no	no	yes	yes
[80-90)	3	57	0	12	0	1	0	InternalMedicine	Circulatory	Other	Circulatory	no	no	yes	yes	no
[70-80)	14	62	6	47	0	0	0	Missing	Injury	Circulatory	Circulatory	no	no	yes	yes	no
[40-50)	3	16	2	8	0	0	0	Other	Other	Other	Other	no	no	no	no	no
[80-90)	1	7	1	8	0	1	0	Missing	Other	Circulatory	Diabetes	no	no	no	no	no
[50-60)	10	82	0	29	0	0	0	Missing	Respiratory	Respiratory	Respiratory	no	no	yes	yes	no
[90-100)	6	38	1	14	0	1	0	Family/GeneralPractice	Injury	Respiratory	Musculoskeletal	no	no	no	yes	no
[60-70)	1	28	1	10	0	3	0	Missing	Circulatory	Diabetes	Diabetes	no	no	no	yes	yes
[60-70)	5	45	0	10	0	0	0	InternalMedicine	Circulatory	Other	Other	no	no	yes	yes	no
[40-50)	1	38	0	3	0	0	0	InternalMedicine	Other	Other	Circulatory	normal	high	no	no	yes
[80-90)	6	64	0	24	0	0	0	Missing	Circulatory	Circulatory	Other	no	no	no	yes	yes
[50-60)	2	5	1	7	0	0	0	Emergency/Trauma	Injury	Diabetes	Other	no	high	no	yes	yes
[70-80)	8	42	2	19	0	0	0	Other	Injury	Diabetes	Circulatory	no	no	no	no	no
[70-80)	4	18	0	23	0	0	0	Family/GeneralPractice	Respiratory	Respiratory	Diabetes	high	no	yes	yes	no
[60-70)	2	49	0	11	0	2	0	InternalMedicine	Circulatory	Other	Diabetes	no	no	yes	yes	yes
[80-90)	4	22	0	12	2	0	0	Missing	Other	Diabetes	Circulatory	normal	no	no	yes	yes
[70-80)	2	39	2	29	0	2	0	Cardiology	Circulatory	Other	Circulatory	no	no	no	yes	yes
[70-80)	6	27	2	29	0	0	0	Missing	Diabetes	Circulatory	Other	normal	no	yes	yes	no
[80-90)	11	60	0	18	0	0	0	Family/GeneralPractice	Other	Circulatory	Other	no	no	no	yes	yes
[50-60)	4	1	1	4	0	0	0	Emergency/Trauma	Digestive	Digestive	Diabetes	no	no	no	yes	no
[50-60)	1	18	0	7	0	1	0	Family/GeneralPractice	Circulatory	Other	Circulatory	normal	no	no	yes	no
[40-50)	2	42	3	11	0	0	0	Other	Circulatory	Circulatory	Diabetes	no	high	no	yes	no
[50-60)	2	61	0	2	0	0	0	Other	Other	Other	Diabetes	no	no	no	no	yes
[60-70)	5	52	0	15	0	0	0	InternalMedicine	Other	Missing	Diabetes	no	high	yes	yes	yes
[80-90)	1	34	6	15	1	0	0	Other	Circulatory	Circulatory	Other	no	no	no	no	no
[80-90)	4	69	0	16	0	1	0	Emergency/Trauma	Diabetes	Missing	Other	no	no	yes	yes	yes
[80-90)	5	70	1	24	0	1	0	Other	Digestive	Circulatory	Circulatory	no	no	no	no	yes
[80-90)	7	64	0	20	0	0	0	Missing	Circulatory	Respiratory	Other	no	high	no	yes	no
[50-60)	6	41	5	23	0	0	0	Cardiology	Circulatory	Circulatory	Circulatory	no	high	yes	yes	no
[60-70)	1	30	2	13	0	0	1	Missing	Digestive	Other	Other	no	no	yes	yes	no
[60-70)	2	42	0	6	0	0	0	Cardiology	Other	Circulatory	Other	no	no	yes	yes	no
[40-50)	1	10	0	8	0	0	0	Missing	Respiratory	Other	Diabetes	no	no	yes	yes	no
[70-80)	5	42	2	17	0	0	0	Missing	Injury	Other	Other	no	no	yes	yes	no
[50-60)	1	35	1	21	0	0	0	Surgery	Musculoskeletal	Musculoskeletal	Diabetes	no	no	no	yes	no
[60-70)	10	67	1	15	0	1	0	Other	Other	Respiratory	Other	no	normal	yes	yes	no
[40-50)	3	29	1	21	0	1	0	Missing	Musculoskeletal	Other	Diabetes	no	no	yes	yes	yes
[80-90)	3	47	0	11	4	1	2	Missing	Digestive	Diabetes	Circulatory	no	no	no	yes	yes
[60-70)	11	63	2	27	0	1	0	InternalMedicine	Digestive	Other	Injury	no	no	yes	yes	yes
[50-60)	2	65	1	14	0	0	0	Missing	Digestive	Digestive	Circulatory	no	no	no	yes	no
[60-70)	5	65	2	23	0	0	0	Other	Other	Circulatory	Other	no	high	yes	yes	yes
[60-70)	4	34	3	7	0	0	0	Other	Injury	Diabetes	Circulatory	no	no	no	no	yes
[50-60)	3	74	0	11	0	0	0	Missing	Other	Diabetes	Circulatory	no	high	yes	yes	no
[70-80)	5	26	1	17	0	0	1	Missing	Circulatory	Respiratory	Other	high	no	yes	yes	yes
[60-70)	5	57	5	21	0	1	0	Missing	Digestive	Digestive	Circulatory	no	no	no	yes	yes
[80-90)	2	42	1	3	0	0	0	InternalMedicine	Other	Other	Diabetes	high	no	no	yes	yes
[60-70)	1	31	0	10	0	0	0	Other	Digestive	Circulatory	Circulatory	no	no	yes	yes	no
[70-80)	4	17	1	15	0	0	0	Surgery	Other	Other	Diabetes	normal	no	no	no	no
[70-80)	6	47	3	13	1	1	0	Missing	Respiratory	Other	Circulatory	no	no	yes	yes	yes
[70-80)	2	1	3	6	0	0	0	Missing	Respiratory	Other	Circulatory	no	no	no	no	no
[80-90)	2	13	4	11	0	0	0	Missing	Circulatory	Circulatory	Diabetes	no	no	no	yes	no
[50-60)	1	27	1	9	0	0	0	Cardiology	Circulatory	Circulatory	Diabetes	normal	no	no	no	no
[70-80)	2	48	0	8	0	0	0	Emergency/Trauma	Respiratory	Respiratory	Diabetes	no	no	yes	yes	yes
[80-90)	8	2	0	9	0	0	0	Other	Respiratory	Diabetes	Circulatory	no	no	yes	yes	yes
[60-70)	3	29	0	6	0	0	0	Missing	Circulatory	Circulatory	Diabetes	no	no	no	yes	no
[60-70)	5	81	0	15	0	0	0	Other	Respiratory	Diabetes	Other	no	no	yes	yes	yes
[80-90)	6	26	5	23	0	0	0	Missing	Digestive	Injury	Respiratory	high	no	yes	yes	yes
[50-60)	4	18	0	8	0	1	0	Other	Other	Respiratory	Diabetes	no	no	no	no	yes
[70-80)	2	44	1	8	0	0	0	Other	Other	Circulatory	Other	no	no	no	no	yes
[70-80)	7	47	0	17	1	0	1	Missing	Circulatory	Other	Other	no	no	yes	yes	no
[60-70)	4	41	0	11	0	1	0	Missing	Circulatory	Circulatory	Circulatory	no	no	yes	yes	yes
[40-50)	2	35	1	22	0	0	0	Other	Injury	Diabetes	Circulatory	no	no	yes	yes	no

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