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)	10	1	1	13	0	0	0	Other	Other	Other	Other	no	no	no	no	yes
[60-70)	2	48	0	20	0	8	0	Missing	Circulatory	Circulatory	Circulatory	no	no	no	yes	yes
[50-60)	6	76	4	49	0	2	0	Cardiology	Circulatory	Circulatory	Circulatory	no	high	yes	yes	yes
[80-90)	9	83	1	20	1	0	1	Missing	Respiratory	Other	Circulatory	no	no	no	no	yes
[50-60)	6	67	1	21	0	0	2	Cardiology	Circulatory	Circulatory	Circulatory	no	no	no	no	yes
[60-70)	1	10	0	14	0	0	0	Emergency/Trauma	Respiratory	Other	Other	no	no	no	no	no
[60-70)	8	60	3	11	0	0	0	Family/GeneralPractice	Other	Other	Other	no	no	no	no	yes
[60-70)	3	1	3	13	0	0	0	Other	Circulatory	Circulatory	Circulatory	no	no	no	no	no
[60-70)	4	41	0	14	1	1	0	Missing	Injury	Other	Diabetes	no	no	yes	yes	no
[60-70)	8	38	4	39	0	0	0	Missing	Other	Diabetes	Circulatory	no	no	yes	yes	yes
[60-70)	4	28	6	18	0	0	0	Missing	Circulatory	Other	Circulatory	no	normal	no	no	no
[70-80)	6	61	0	14	0	0	0	Missing	Diabetes	Other	Circulatory	no	no	no	yes	yes
[60-70)	4	77	2	13	0	0	0	InternalMedicine	Diabetes	Circulatory	Other	no	high	yes	yes	yes
[70-80)	4	65	2	20	0	2	0	InternalMedicine	Circulatory	Respiratory	Circulatory	no	high	yes	yes	yes
[70-80)	2	68	0	23	0	0	0	Missing	Respiratory	Circulatory	Respiratory	no	no	yes	yes	no
[90-100)	2	41	0	15	1	1	0	Family/GeneralPractice	Circulatory	Circulatory	Circulatory	no	no	no	yes	yes
[80-90)	3	26	0	11	0	0	0	Missing	Respiratory	Circulatory	Other	high	no	no	yes	no
[40-50)	2	44	2	14	0	0	1	Family/GeneralPractice	Respiratory	Other	Other	no	no	yes	yes	no
[80-90)	11	51	5	22	0	0	1	InternalMedicine	Respiratory	Respiratory	Other	no	no	no	yes	no
[60-70)	3	25	2	21	2	1	0	Other	Musculoskeletal	Circulatory	Diabetes	no	no	yes	yes	yes
[40-50)	2	52	0	13	0	0	0	Missing	Circulatory	Circulatory	Other	no	no	no	yes	yes
[60-70)	6	32	1	19	0	0	0	Missing	Other	Circulatory	Circulatory	no	no	no	yes	yes
[50-60)	7	58	0	16	4	1	0	Missing	Other	Other	Other	no	no	yes	yes	yes
[90-100)	2	22	0	8	1	0	0	Family/GeneralPractice	Other	Circulatory	Other	normal	no	no	yes	yes
[40-50)	3	36	0	13	0	0	0	Missing	Digestive	Diabetes	Other	no	no	no	no	no
[50-60)	3	72	5	6	0	1	0	InternalMedicine	Circulatory	Diabetes	Diabetes	no	high	no	yes	yes
[70-80)	3	18	0	9	0	0	0	Cardiology	Circulatory	Circulatory	Circulatory	normal	no	no	yes	yes
[50-60)	5	44	3	39	0	0	0	Missing	Circulatory	Other	Diabetes	no	no	yes	yes	no
[80-90)	14	57	2	17	0	0	0	Family/GeneralPractice	Other	Other	Other	no	no	no	yes	no
[70-80)	1	2	0	10	0	0	0	Missing	Circulatory	Diabetes	Circulatory	no	no	yes	yes	yes
[70-80)	3	46	4	11	0	0	0	Missing	Digestive	Other	Circulatory	no	no	yes	yes	no
[40-50)	5	21	1	21	0	0	0	Missing	Respiratory	Other	Circulatory	no	no	yes	yes	yes
[60-70)	7	36	4	19	0	0	5	Missing	Circulatory	Circulatory	Circulatory	no	no	yes	yes	yes
[60-70)	5	29	0	22	1	2	0	Family/GeneralPractice	Circulatory	Circulatory	Other	no	no	no	no	yes
[80-90)	12	43	2	18	0	0	0	InternalMedicine	Circulatory	Circulatory	Circulatory	no	no	no	no	yes
[80-90)	4	32	0	24	0	0	0	Cardiology	Circulatory	Other	Circulatory	no	no	no	no	no
[90-100)	9	44	1	25	0	0	0	InternalMedicine	Respiratory	Other	Circulatory	no	no	no	yes	no
[70-80)	2	57	0	7	0	4	1	Missing	Other	Other	Diabetes	no	no	no	no	yes
[50-60)	2	28	6	18	0	0	0	Cardiology	Circulatory	Circulatory	Respiratory	no	no	yes	yes	no
[80-90)	9	56	2	18	2	0	0	Missing	Respiratory	Respiratory	Circulatory	no	no	yes	yes	no
[80-90)	1	30	3	3	0	0	0	Missing	Injury	Other	Diabetes	no	no	no	no	no
[80-90)	5	45	0	11	0	0	1	Family/GeneralPractice	Respiratory	Diabetes	Circulatory	no	no	no	yes	no
[60-70)	4	39	1	20	0	1	0	Missing	Circulatory	Respiratory	Other	no	no	yes	yes	yes
[50-60)	4	53	2	10	0	1	0	Missing	Other	Other	Diabetes	no	no	no	yes	yes
[70-80)	7	13	6	12	0	0	0	Missing	Circulatory	Circulatory	Diabetes	no	no	no	no	no
[80-90)	5	53	1	16	0	0	0	Missing	Other	Other	Respiratory	no	no	yes	yes	no
[50-60)	3	37	0	18	2	1	0	Missing	Respiratory	Other	Other	no	no	yes	yes	no
[50-60)	8	48	2	35	0	1	0	Missing	Circulatory	Respiratory	Other	no	no	yes	yes	no
[70-80)	4	73	0	13	6	1	1	Missing	Circulatory	Respiratory	Respiratory	no	no	no	no	yes
[80-90)	2	35	0	13	0	1	0	Missing	Circulatory	Other	Circulatory	no	no	yes	yes	yes
[60-70)	2	55	1	16	0	0	0	Missing	Other	Other	Circulatory	no	normal	no	no	yes
[60-70)	3	1	1	20	0	1	0	Missing	Other	Respiratory	Other	no	no	yes	yes	no
[70-80)	7	71	0	16	0	0	0	Family/GeneralPractice	Other	Other	Circulatory	no	no	yes	yes	yes
[80-90)	4	72	1	10	0	3	0	Missing	Circulatory	Circulatory	Circulatory	no	high	yes	yes	no
[70-80)	8	42	0	8	0	0	0	Missing	Circulatory	Circulatory	Circulatory	no	high	no	no	yes
[80-90)	9	80	6	20	0	0	1	Cardiology	Circulatory	Other	Other	no	high	yes	yes	no
[60-70)	2	49	0	18	0	3	0	Missing	Respiratory	Circulatory	Circulatory	no	no	no	yes	yes
[80-90)	4	54	0	6	0	1	0	Missing	Digestive	Other	Respiratory	no	no	no	no	no
[50-60)	10	68	1	24	0	1	1	Missing	Respiratory	Respiratory	Respiratory	no	no	yes	yes	yes
[80-90)	3	3	0	15	3	0	0	Missing	Circulatory	Circulatory	Diabetes	no	no	yes	yes	no
[40-50)	7	40	0	7	0	3	0	Other	Other	Other	Diabetes	no	no	yes	yes	yes
[60-70)	3	28	1	21	0	0	0	Other	Musculoskeletal	Respiratory	Other	no	no	yes	yes	no
[50-60)	2	34	1	15	0	0	0	Cardiology	Circulatory	Diabetes	Other	no	no	no	yes	no
[80-90)	4	54	0	15	0	1	1	Other	Respiratory	Respiratory	Respiratory	no	no	yes	yes	yes
[70-80)	2	16	1	11	1	0	0	Missing	Other	Other	Diabetes	normal	no	no	no	no
[70-80)	3	36	3	20	0	0	0	Other	Musculoskeletal	Diabetes	Other	no	no	no	yes	no
[70-80)	4	43	1	16	0	1	0	Missing	Circulatory	Circulatory	Circulatory	no	no	no	no	yes
[70-80)	3	64	1	27	0	1	0	Missing	Other	Digestive	Other	no	no	no	yes	no
[50-60)	10	46	3	27	0	0	1	InternalMedicine	Diabetes	Other	Other	no	no	no	no	yes
[50-60)	1	15	4	13	0	0	0	Missing	Circulatory	Circulatory	Diabetes	no	no	yes	yes	no
[40-50)	3	49	2	17	0	0	0	Emergency/Trauma	Respiratory	Circulatory	Respiratory	no	no	no	no	no
[80-90)	4	43	0	3	0	0	0	Missing	Other	Other	Other	no	normal	no	no	no
[60-70)	8	2	1	10	0	0	0	Missing	Other	Respiratory	Respiratory	no	no	no	no	yes
[40-50)	4	62	0	14	1	0	0	Missing	Digestive	Other	Other	no	no	yes	yes	yes
[50-60)	6	37	2	18	0	0	1	Missing	Diabetes	Circulatory	Other	no	no	yes	yes	no
[70-80)	7	1	0	13	0	0	0	Missing	Circulatory	Other	Other	no	no	no	yes	no
[50-60)	2	44	0	14	0	0	0	Missing	Respiratory	Diabetes	Circulatory	no	no	no	yes	no
[50-60)	7	53	0	23	0	2	0	Other	Other	Respiratory	Circulatory	no	no	yes	yes	yes
[70-80)	3	30	0	22	0	0	0	Missing	Respiratory	Circulatory	Other	no	no	no	no	yes
[50-60)	3	32	6	18	0	0	0	Missing	Circulatory	Circulatory	Circulatory	no	no	no	yes	no
[60-70)	4	67	2	43	0	0	0	Surgery	Circulatory	Circulatory	Circulatory	no	no	yes	yes	no
[70-80)	5	31	1	13	0	0	0	Surgery	Digestive	Respiratory	Respiratory	no	no	yes	yes	no
[70-80)	9	82	0	21	0	0	0	InternalMedicine	Respiratory	Other	Diabetes	high	normal	no	no	yes
[80-90)	10	53	1	21	2	0	0	Missing	Injury	Other	Other	no	no	yes	yes	yes
[70-80)	1	43	0	11	0	0	0	Cardiology	Circulatory	Circulatory	Diabetes	no	no	no	no	no
[50-60)	2	43	0	13	1	0	0	Missing	Respiratory	Circulatory	Circulatory	no	no	yes	yes	no
[80-90)	3	58	0	22	1	4	2	Missing	Digestive	Circulatory	Other	no	no	yes	yes	no
[90-100)	4	38	0	13	0	0	0	Missing	Other	Other	Circulatory	no	no	yes	yes	no
[60-70)	3	71	0	10	0	0	0	Missing	Circulatory	Other	Other	no	normal	no	no	no
[60-70)	3	54	1	25	0	0	0	Missing	Respiratory	Other	Circulatory	no	no	yes	yes	yes
[60-70)	1	34	4	15	0	1	0	Cardiology	Circulatory	Circulatory	Diabetes	no	no	no	yes	no
[70-80)	5	72	0	17	5	2	0	InternalMedicine	Circulatory	Circulatory	Other	no	no	yes	yes	yes
[80-90)	4	46	1	16	0	0	0	Missing	Other	Other	Other	no	no	no	yes	no
[50-60)	3	59	1	17	1	5	7	Family/GeneralPractice	Other	Other	Other	no	high	no	yes	yes
[40-50)	3	26	2	9	0	1	0	Missing	Diabetes	Respiratory	Other	no	no	yes	yes	no
[70-80)	1	6	1	4	0	0	0	Surgery	Circulatory	Circulatory	Diabetes	no	no	no	yes	no
[70-80)	5	41	0	10	0	1	0	Missing	Circulatory	Circulatory	Other	no	no	no	yes	yes
[40-50)	1	49	0	10	0	0	0	Emergency/Trauma	Respiratory	Diabetes	Other	no	high	yes	yes	yes
[60-70)	14	57	4	30	0	2	0	Missing	Digestive	Other	Respiratory	no	no	yes	yes	yes
[80-90)	5	66	0	5	0	0	0	InternalMedicine	Other	Other	Other	no	no	no	no	no

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