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)	4	39	1	13	0	0	0	InternalMedicine	Other	Other	Circulatory	no	no	yes	yes	no
[40-50)	2	25	0	11	0	1	1	Missing	Other	Diabetes	Other	high	no	no	yes	yes
[40-50)	1	31	3	16	0	0	0	Cardiology	Circulatory	Respiratory	Diabetes	no	no	no	no	yes
[60-70)	5	68	0	23	0	0	0	Missing	Circulatory	Other	Circulatory	no	no	no	no	no
[60-70)	6	52	0	16	0	1	0	Other	Other	Other	Other	no	no	yes	yes	yes
[60-70)	3	23	2	13	0	0	0	Surgery	Other	Other	Diabetes	normal	no	yes	yes	no
[60-70)	1	27	3	17	0	3	3	Other	Injury	Circulatory	Diabetes	no	no	yes	yes	yes
[60-70)	2	26	5	14	0	0	0	Missing	Circulatory	Circulatory	Other	no	no	yes	yes	yes
[80-90)	1	21	0	7	0	0	0	Cardiology	Circulatory	Circulatory	Diabetes	no	normal	no	no	no
[50-60)	3	47	0	15	0	0	0	Other	Injury	Other	Other	no	no	yes	yes	no
[80-90)	14	33	0	10	0	1	0	Other	Other	Respiratory	Other	no	high	no	yes	yes
[70-80)	2	46	1	16	0	0	1	InternalMedicine	Other	Circulatory	Circulatory	no	no	no	no	yes
[60-70)	1	44	0	11	0	0	0	InternalMedicine	Circulatory	Circulatory	Diabetes	no	high	no	yes	no
[40-50)	3	44	0	10	0	1	0	InternalMedicine	Diabetes	Other	Other	no	no	no	yes	yes
[50-60)	4	38	0	15	0	0	0	Missing	Other	Other	Diabetes	no	no	no	no	no
[70-80)	3	41	0	20	0	0	0	InternalMedicine	Other	Other	Other	no	no	yes	yes	yes
[90-100)	4	53	0	10	0	1	0	Missing	Other	Other	Other	no	no	yes	yes	no
[50-60)	2	51	0	9	0	2	0	Missing	Other	Other	Diabetes	no	no	yes	yes	yes
[60-70)	3	36	0	12	0	0	0	Missing	Circulatory	Diabetes	Circulatory	no	no	yes	yes	yes
[50-60)	2	1	0	16	0	0	0	Emergency/Trauma	Other	Other	Diabetes	no	no	no	yes	no
[70-80)	2	55	0	8	0	0	0	InternalMedicine	Respiratory	Other	Other	no	high	no	no	no
[40-50)	2	1	1	13	0	0	2	Other	Other	Injury	Diabetes	no	no	yes	yes	yes
[50-60)	10	43	2	29	0	2	0	InternalMedicine	Circulatory	Circulatory	Other	no	no	yes	yes	yes
[50-60)	1	4	0	7	0	0	0	Missing	Respiratory	Circulatory	Other	no	no	no	yes	no
[50-60)	2	25	0	7	0	0	0	Missing	Circulatory	Other	Circulatory	no	no	yes	yes	no
[80-90)	3	35	0	8	0	0	0	InternalMedicine	Injury	Circulatory	Diabetes	no	no	no	yes	no
[40-50)	2	2	0	6	0	0	0	InternalMedicine	Circulatory	Diabetes	Circulatory	no	no	no	no	yes
[50-60)	2	31	0	18	0	0	0	Missing	Circulatory	Respiratory	Circulatory	no	no	yes	yes	no
[70-80)	6	54	0	21	0	0	0	Missing	Respiratory	Circulatory	Other	no	no	no	no	yes
[80-90)	5	61	1	25	0	2	4	Other	Injury	Other	Diabetes	no	no	yes	yes	no
[40-50)	3	37	1	20	0	0	0	Missing	Musculoskeletal	Diabetes	Other	no	high	no	no	no
[80-90)	14	75	2	31	5	4	0	Missing	Circulatory	Other	Other	no	no	no	yes	yes
[70-80)	6	71	4	49	0	1	0	Cardiology	Circulatory	Circulatory	Other	no	no	yes	yes	yes
[50-60)	2	36	0	1	0	0	0	Emergency/Trauma	Other	Other	Circulatory	no	no	no	no	no
[80-90)	14	68	4	50	0	0	0	Other	Other	Other	Injury	no	no	yes	yes	no
[60-70)	5	62	3	25	0	0	0	Missing	Circulatory	Circulatory	Diabetes	no	no	no	yes	no
[70-80)	3	43	0	14	0	0	0	Emergency/Trauma	Diabetes	Other	Circulatory	no	no	yes	yes	yes
[70-80)	11	53	5	8	0	5	0	Other	Other	Other	Other	no	no	no	no	yes
[80-90)	7	16	0	17	0	0	0	InternalMedicine	Respiratory	Circulatory	Respiratory	no	no	no	no	yes
[80-90)	9	83	4	22	0	1	0	Missing	Other	Other	Circulatory	no	no	no	yes	yes
[40-50)	11	43	2	19	0	3	0	Surgery	Diabetes	Other	Other	no	high	no	yes	yes
[70-80)	4	40	2	7	0	0	0	Missing	Digestive	Digestive	Circulatory	no	no	no	no	no
[60-70)	6	59	2	18	0	0	0	Missing	Circulatory	Injury	Other	no	no	yes	yes	no
[70-80)	7	74	0	15	1	0	0	Emergency/Trauma	Respiratory	Respiratory	Other	no	normal	yes	yes	yes
[90-100)	5	37	2	16	0	2	0	Missing	Injury	Other	Circulatory	no	no	yes	yes	no
[50-60)	1	45	0	6	0	0	0	Missing	Respiratory	Other	Circulatory	no	no	no	no	yes
[70-80)	13	75	2	31	0	1	0	InternalMedicine	Other	Other	Other	no	no	no	yes	no
[60-70)	14	42	4	31	0	0	0	InternalMedicine	Injury	Injury	Other	no	no	yes	yes	yes
[50-60)	2	31	0	12	0	0	0	Emergency/Trauma	Respiratory	Circulatory	Diabetes	no	no	yes	yes	no
[50-60)	3	2	4	12	0	0	0	Missing	Respiratory	Digestive	Digestive	no	no	no	no	no
[60-70)	2	3	1	13	0	0	0	Other	Musculoskeletal	Circulatory	Circulatory	no	no	no	no	no
[50-60)	1	46	1	13	3	0	0	InternalMedicine	Respiratory	Circulatory	Other	no	high	yes	yes	no
[60-70)	6	35	1	31	1	0	0	Missing	Musculoskeletal	Diabetes	Circulatory	no	no	no	yes	no
[70-80)	5	45	0	18	0	0	0	InternalMedicine	Other	Other	Circulatory	no	no	yes	yes	yes
[50-60)	3	62	2	9	0	0	0	Other	Other	Diabetes	Circulatory	no	no	no	yes	no
[70-80)	4	31	2	6	0	0	0	Emergency/Trauma	Injury	Other	Respiratory	no	no	no	yes	yes
[50-60)	4	40	0	3	0	0	0	Emergency/Trauma	Circulatory	Diabetes	Circulatory	no	high	no	no	no
[60-70)	1	42	4	24	0	0	0	Missing	Circulatory	Injury	Circulatory	no	no	yes	yes	yes
[70-80)	10	9	5	19	0	0	0	Cardiology	Circulatory	Circulatory	Circulatory	no	no	no	yes	no
[80-90)	3	60	0	13	1	0	0	Missing	Other	Circulatory	Other	no	no	no	yes	no
[50-60)	4	48	0	12	0	0	0	Missing	Respiratory	Circulatory	Circulatory	no	high	no	no	yes
[60-70)	5	41	4	48	0	2	0	Cardiology	Circulatory	Circulatory	Diabetes	no	high	yes	yes	no
[70-80)	3	63	1	18	0	0	0	Emergency/Trauma	Injury	Other	Other	no	no	no	yes	yes
[70-80)	2	10	0	8	0	0	0	InternalMedicine	Circulatory	Circulatory	Circulatory	no	no	no	no	yes
[40-50)	4	39	1	17	0	0	0	Family/GeneralPractice	Musculoskeletal	Respiratory	Other	no	no	no	yes	yes
[40-50)	3	69	0	8	0	0	0	InternalMedicine	Circulatory	Diabetes	Other	no	high	yes	yes	no
[80-90)	1	6	0	12	0	0	0	Missing	Circulatory	Circulatory	Circulatory	no	no	yes	yes	no
[60-70)	4	28	0	15	0	0	0	Emergency/Trauma	Circulatory	Circulatory	Circulatory	no	no	no	no	yes
[60-70)	5	37	0	15	0	1	0	Missing	Respiratory	Other	Circulatory	no	no	yes	yes	yes
[60-70)	1	45	0	12	0	2	0	Other	Circulatory	Respiratory	Circulatory	no	no	yes	yes	no
[80-90)	4	45	0	20	0	0	0	InternalMedicine	Respiratory	Diabetes	Circulatory	no	no	no	yes	no
[70-80)	6	43	2	11	0	2	2	Family/GeneralPractice	Digestive	Other	Other	no	no	yes	yes	no
[60-70)	4	48	0	18	0	0	0	Missing	Diabetes	Other	Other	no	no	yes	yes	no
[80-90)	10	63	0	6	0	0	0	Missing	Circulatory	Circulatory	Other	no	no	no	no	no
[40-50)	4	41	0	15	0	1	2	Cardiology	Circulatory	Circulatory	Diabetes	no	no	no	yes	yes
[70-80)	1	29	2	8	0	0	0	Cardiology	Circulatory	Respiratory	Respiratory	no	no	no	no	yes
[70-80)	6	61	0	18	0	1	0	Missing	Circulatory	Other	Other	no	no	no	yes	no
[80-90)	4	39	0	12	0	1	0	Missing	Other	Circulatory	Other	no	no	no	yes	no
[70-80)	1	1	4	18	0	0	0	Missing	Circulatory	Circulatory	Circulatory	no	no	no	yes	no
[60-70)	2	17	1	20	4	4	0	InternalMedicine	Other	Other	Other	no	no	no	no	yes
[60-70)	1	23	0	9	5	2	0	Family/GeneralPractice	Other	Circulatory	Other	high	no	no	yes	yes
[70-80)	2	5	1	14	0	0	1	Other	Other	Circulatory	Circulatory	no	no	yes	yes	no
[60-70)	3	51	1	20	0	1	0	InternalMedicine	Respiratory	Respiratory	Circulatory	no	no	no	yes	no
[50-60)	5	38	0	18	0	1	0	Missing	Respiratory	Other	Other	no	no	yes	yes	yes
[50-60)	5	44	2	25	0	1	0	InternalMedicine	Circulatory	Respiratory	Other	no	no	no	no	no
[80-90)	4	68	0	27	0	0	0	Cardiology	Circulatory	Circulatory	Respiratory	no	normal	yes	yes	no
[70-80)	7	44	3	30	13	2	2	Missing	Diabetes	Musculoskeletal	Other	no	no	yes	yes	yes
[70-80)	4	43	6	17	0	0	0	Missing	Circulatory	Circulatory	Circulatory	no	no	no	yes	yes
[70-80)	2	47	0	12	0	1	0	Family/GeneralPractice	Other	Circulatory	Circulatory	no	no	yes	yes	no
[70-80)	2	10	0	11	0	1	0	InternalMedicine	Respiratory	Circulatory	Circulatory	no	no	no	no	no
[40-50)	2	25	0	18	0	3	5	Family/GeneralPractice	Diabetes	Other	Other	no	no	yes	yes	yes
[70-80)	4	24	1	14	0	0	0	Emergency/Trauma	Injury	Diabetes	Circulatory	no	no	yes	yes	no
[70-80)	2	57	0	23	1	1	0	InternalMedicine	Digestive	Other	Other	no	no	yes	yes	yes
[60-70)	3	39	0	4	0	0	0	Surgery	Other	Digestive	Diabetes	no	high	no	yes	no
[60-70)	6	28	1	11	0	0	0	Missing	Other	Other	Other	no	no	no	yes	no
[60-70)	6	56	1	22	0	0	0	Missing	Diabetes	Circulatory	Other	no	no	no	no	no
[80-90)	11	63	0	26	0	1	0	Missing	Other	Other	Other	no	normal	yes	yes	yes
[60-70)	3	62	0	15	0	0	0	InternalMedicine	Digestive	Other	Respiratory	no	no	no	no	no
[70-80)	2	39	0	23	3	0	2	Family/GeneralPractice	Respiratory	Other	Diabetes	no	high	no	no	no
[60-70)	5	62	0	27	0	0	0	Missing	Circulatory	Other	Other	no	no	no	yes	yes

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