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
[60-70)	6	46	0	14	0	0	0	Missing	Other	Other	Diabetes	no	high	yes	yes	no
[80-90)	4	52	0	17	0	0	1	Missing	Digestive	Other	Other	no	no	no	no	no
[60-70)	5	63	0	21	0	4	0	Other	Respiratory	Circulatory	Circulatory	no	no	yes	yes	yes
[70-80)	3	25	0	17	4	0	0	Missing	Circulatory	Circulatory	Respiratory	high	no	yes	yes	yes
[90-100)	2	27	1	9	0	0	0	Missing	Digestive	Other	Diabetes	no	no	no	no	no
[50-60)	13	49	4	18	0	2	0	InternalMedicine	Diabetes	Musculoskeletal	Musculoskeletal	no	no	yes	yes	no
[60-70)	2	27	5	26	0	1	0	Missing	Circulatory	Respiratory	Circulatory	no	no	yes	yes	yes
[80-90)	2	58	0	15	0	2	0	Missing	Other	Other	Other	no	no	yes	yes	no
[80-90)	4	77	0	13	1	0	0	InternalMedicine	Other	Other	Circulatory	no	no	yes	yes	no
[70-80)	2	48	6	17	0	0	0	Missing	Circulatory	Circulatory	Diabetes	no	no	yes	yes	no
[90-100)	4	61	0	17	1	2	1	Missing	Respiratory	Other	Other	no	no	yes	yes	no
[70-80)	5	56	2	11	0	2	0	Missing	Other	Other	Other	no	no	yes	yes	no
[40-50)	4	36	2	12	0	1	0	Family/GeneralPractice	Digestive	Diabetes	Circulatory	no	high	yes	yes	no
[90-100)	5	52	0	11	0	0	0	Missing	Other	Diabetes	Other	no	no	yes	yes	no
[80-90)	9	70	0	25	1	0	0	Emergency/Trauma	Respiratory	Respiratory	Other	no	no	yes	yes	yes
[70-80)	2	57	3	18	0	0	0	Emergency/Trauma	Circulatory	Circulatory	Circulatory	no	high	yes	yes	yes
[50-60)	3	15	1	31	0	0	0	Missing	Musculoskeletal	Other	Circulatory	no	no	yes	yes	no
[60-70)	13	48	2	40	0	1	0	Surgery	Other	Other	Other	no	no	no	yes	no
[60-70)	12	67	3	17	0	0	0	InternalMedicine	Respiratory	Respiratory	Circulatory	no	no	yes	yes	no
[40-50)	7	68	3	9	0	0	0	Other	Other	Other	Other	no	high	no	yes	no
[40-50)	6	60	5	27	0	0	0	Other	Other	Other	Diabetes	no	high	yes	yes	yes
[80-90)	2	37	0	8	0	1	0	Family/GeneralPractice	Circulatory	Diabetes	Circulatory	no	no	yes	yes	yes
[60-70)	10	50	1	25	0	1	0	Missing	Respiratory	Respiratory	Diabetes	no	no	yes	yes	yes
[70-80)	4	39	0	22	6	0	2	Missing	Circulatory	Circulatory	Other	no	high	yes	yes	yes
[60-70)	4	50	3	17	2	1	1	Missing	Circulatory	Circulatory	Circulatory	no	high	no	yes	no
[40-50)	1	1	0	7	0	0	0	Emergency/Trauma	Diabetes	Other	Injury	no	no	yes	yes	yes
[40-50)	3	53	1	8	0	0	0	Other	Circulatory	Musculoskeletal	Other	no	high	yes	yes	no
[50-60)	8	46	6	28	0	0	0	Missing	Circulatory	Circulatory	Diabetes	no	normal	yes	yes	yes
[40-50)	7	85	1	24	0	5	0	InternalMedicine	Diabetes	Other	Diabetes	no	no	no	yes	no
[80-90)	3	39	0	20	0	0	0	Missing	Respiratory	Respiratory	Circulatory	no	no	yes	yes	yes
[50-60)	12	71	6	34	0	0	0	InternalMedicine	Circulatory	Diabetes	Respiratory	no	high	yes	yes	yes
[50-60)	5	36	2	28	1	1	1	Missing	Injury	Injury	Other	no	no	yes	yes	yes
[70-80)	3	39	1	33	0	1	0	Other	Musculoskeletal	Diabetes	Circulatory	no	no	yes	yes	no
[80-90)	14	64	0	26	0	0	0	Missing	Other	Other	Other	no	no	no	no	no
[60-70)	9	66	1	28	0	2	2	Missing	Circulatory	Other	Circulatory	no	no	no	no	yes
[80-90)	7	71	0	25	0	0	0	Cardiology	Circulatory	Circulatory	Digestive	no	no	yes	yes	no
[60-70)	7	52	0	21	3	0	0	Emergency/Trauma	Circulatory	Circulatory	Circulatory	no	high	yes	yes	yes
[60-70)	11	76	1	31	1	2	0	Other	Respiratory	Circulatory	Diabetes	no	no	no	no	no
[60-70)	9	60	6	37	1	0	0	Cardiology	Circulatory	Circulatory	Respiratory	no	high	yes	yes	no
[90-100)	11	53	0	11	0	1	0	Missing	Other	Other	Other	no	no	no	yes	yes
[80-90)	2	32	0	19	0	0	0	Missing	Circulatory	Circulatory	Other	no	no	no	no	no
[70-80)	2	81	2	8	0	0	0	Family/GeneralPractice	Diabetes	Other	Circulatory	no	high	no	yes	no
[70-80)	1	27	5	12	0	0	0	Cardiology	Circulatory	Circulatory	Circulatory	no	no	no	no	yes
[50-60)	3	61	0	16	5	0	1	Missing	Respiratory	Other	Diabetes	no	no	yes	yes	no
[40-50)	1	47	0	4	0	0	0	InternalMedicine	Respiratory	Other	Diabetes	no	no	no	no	yes
[60-70)	3	38	0	6	0	0	0	Missing	Other	Other	Circulatory	no	no	no	no	no
[70-80)	4	41	0	10	1	0	0	Missing	Circulatory	Circulatory	Respiratory	no	no	no	yes	no
[60-70)	3	2	1	24	2	0	0	Missing	Musculoskeletal	Other	Circulatory	no	no	yes	yes	yes
[70-80)	2	50	4	11	0	3	0	Missing	Other	Other	Other	no	no	no	yes	yes
[70-80)	11	43	4	16	0	1	1	Other	Other	Other	Circulatory	no	no	yes	yes	yes
[70-80)	1	33	0	12	0	0	0	Missing	Respiratory	Diabetes	Circulatory	no	no	no	no	yes
[70-80)	2	48	0	15	0	0	0	Missing	Respiratory	Circulatory	Circulatory	no	high	yes	yes	yes
[60-70)	1	34	2	29	1	1	0	Missing	Digestive	Diabetes	Circulatory	no	no	yes	yes	no
[50-60)	6	24	2	21	3	0	0	Cardiology	Circulatory	Other	Circulatory	normal	no	no	yes	yes
[70-80)	4	82	3	17	0	0	0	Family/GeneralPractice	Circulatory	Respiratory	Respiratory	no	no	yes	yes	no
[40-50)	11	43	4	27	0	1	0	InternalMedicine	Diabetes	Other	Other	no	no	yes	yes	yes
[70-80)	12	43	2	10	0	0	0	Missing	Other	Other	Other	no	no	no	no	no
[70-80)	4	46	0	13	0	0	0	Emergency/Trauma	Circulatory	Other	Circulatory	no	no	yes	yes	yes
[80-90)	6	52	0	13	0	0	0	InternalMedicine	Other	Circulatory	Diabetes	normal	normal	no	yes	no
[40-50)	2	56	0	12	0	0	0	Missing	Diabetes	Other	Circulatory	no	normal	yes	yes	yes
[50-60)	7	46	0	22	2	1	0	Family/GeneralPractice	Circulatory	Other	Circulatory	no	no	no	no	yes
[70-80)	1	34	0	13	0	0	0	InternalMedicine	Circulatory	Injury	Injury	no	no	no	no	yes
[60-70)	2	38	1	14	1	0	0	InternalMedicine	Digestive	Other	Diabetes	no	no	no	no	no
[80-90)	4	39	0	18	0	0	0	InternalMedicine	Respiratory	Other	Diabetes	no	no	yes	yes	no
[70-80)	5	25	1	15	0	0	0	Missing	Injury	Diabetes	Circulatory	no	no	yes	yes	yes
[80-90)	10	44	1	29	0	0	0	Missing	Respiratory	Respiratory	Circulatory	no	no	no	yes	no
[40-50)	1	72	0	13	0	0	1	Missing	Circulatory	Other	Other	no	no	no	yes	no
[80-90)	11	63	2	7	0	0	0	Emergency/Trauma	Circulatory	Other	Circulatory	no	high	no	yes	no
[60-70)	2	33	0	13	0	0	0	Missing	Other	Diabetes	Musculoskeletal	no	high	no	yes	yes
[70-80)	5	45	0	9	0	2	0	Missing	Circulatory	Diabetes	Other	no	no	no	yes	yes
[70-80)	2	19	0	11	1	0	1	Family/GeneralPractice	Other	Other	Other	normal	no	no	no	no
[50-60)	8	49	3	54	0	0	0	Surgery	Circulatory	Circulatory	Circulatory	no	no	no	yes	yes
[70-80)	7	9	2	25	0	1	0	Cardiology	Circulatory	Other	Respiratory	no	no	yes	yes	yes
[60-70)	1	39	0	7	0	2	0	Missing	Other	Other	Digestive	no	no	no	yes	no
[90-100)	6	18	0	15	0	0	0	Missing	Digestive	Other	Circulatory	normal	no	no	yes	no
[80-90)	4	80	1	14	0	0	0	InternalMedicine	Circulatory	Diabetes	Circulatory	no	high	yes	yes	no
[70-80)	2	64	0	14	0	0	0	InternalMedicine	Respiratory	Other	Other	no	no	yes	yes	no
[60-70)	14	43	2	25	1	0	2	Family/GeneralPractice	Circulatory	Digestive	Other	no	no	yes	yes	no
[70-80)	4	51	2	11	0	0	0	Missing	Digestive	Diabetes	Circulatory	no	no	yes	yes	yes
[70-80)	2	42	0	14	1	1	0	Missing	Respiratory	Circulatory	Diabetes	no	high	yes	yes	yes
[70-80)	7	58	1	8	0	0	0	InternalMedicine	Circulatory	Other	Diabetes	high	no	no	no	yes
[80-90)	1	18	0	13	0	1	0	Emergency/Trauma	Digestive	Respiratory	Respiratory	no	no	no	yes	yes
[70-80)	11	39	0	12	0	0	0	Missing	Other	Other	Other	no	normal	no	yes	no
[70-80)	4	52	2	23	0	0	0	Emergency/Trauma	Injury	Injury	Circulatory	no	high	no	yes	no
[60-70)	3	57	0	15	1	3	2	Missing	Other	Other	Other	no	no	no	no	yes
[60-70)	1	60	0	7	0	0	0	Missing	Circulatory	Diabetes	Other	no	no	no	yes	no
[60-70)	2	45	2	13	0	0	0	Family/GeneralPractice	Other	Other	Other	no	no	no	yes	no
[80-90)	2	32	0	4	0	1	0	Missing	Other	Respiratory	Other	no	no	no	no	yes
[70-80)	6	65	0	24	0	1	0	Emergency/Trauma	Respiratory	Other	Other	no	normal	no	yes	no
[50-60)	5	32	1	17	0	1	0	Missing	Musculoskeletal	Respiratory	Other	no	no	yes	yes	no
[60-70)	3	32	6	11	0	0	0	Cardiology	Circulatory	Circulatory	Other	no	no	no	yes	no
[50-60)	10	73	2	25	0	0	0	Missing	Diabetes	Other	Other	no	high	no	yes	no
[60-70)	2	37	0	9	0	0	1	Missing	Circulatory	Circulatory	Circulatory	no	no	no	no	yes
[60-70)	11	60	3	42	1	2	0	Missing	Diabetes	Respiratory	Circulatory	no	high	yes	yes	no
[70-80)	7	72	0	5	0	0	0	Missing	Other	Other	Diabetes	no	high	yes	yes	yes
[40-50)	2	17	1	12	1	0	0	Other	Other	Other	Other	high	no	no	yes	no
[50-60)	5	69	3	33	0	0	0	Missing	Digestive	Respiratory	Digestive	no	high	yes	yes	yes
[50-60)	2	18	0	16	1	1	0	Missing	Digestive	Musculoskeletal	Circulatory	normal	no	no	yes	no
[60-70)	9	47	1	24	1	2	1	Missing	Respiratory	Respiratory	Other	no	no	no	no	yes
[60-70)	3	39	0	6	0	4	0	InternalMedicine	Other	Respiratory	Circulatory	no	no	no	no	no

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