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
[50-60)	4	42	0	16	0	0	0	InternalMedicine	Other	Other	Diabetes	no	no	yes	yes	no
[40-50)	3	48	0	17	0	0	0	Missing	Diabetes	Other	Respiratory	no	no	yes	yes	no
[90-100)	9	63	2	26	0	0	0	Emergency/Trauma	Circulatory	Circulatory	Circulatory	no	no	yes	yes	yes
[40-50)	3	1	0	6	0	0	0	Missing	Digestive	Other	Diabetes	no	no	no	yes	no
[40-50)	5	51	3	19	0	0	0	Family/GeneralPractice	Circulatory	Other	Other	no	high	yes	yes	yes
[50-60)	5	25	1	21	0	0	0	Missing	Diabetes	Other	Other	no	no	yes	yes	no
[60-70)	1	35	2	19	0	0	0	Missing	Circulatory	Circulatory	Circulatory	no	no	no	no	no
[40-50)	10	28	0	17	0	1	0	Missing	Circulatory	Other	Circulatory	no	no	no	yes	yes
[70-80)	2	10	0	10	0	0	0	Missing	Circulatory	Other	Respiratory	no	no	yes	yes	no
[60-70)	2	32	6	6	0	0	0	Missing	Circulatory	Circulatory	Diabetes	no	no	no	yes	no
[40-50)	5	48	1	18	0	0	0	Missing	Other	Other	Digestive	no	no	yes	yes	yes
[50-60)	5	2	0	6	0	0	0	Missing	Diabetes	Digestive	Other	no	no	no	yes	yes
[70-80)	2	4	0	7	0	0	0	InternalMedicine	Circulatory	Circulatory	Diabetes	no	no	no	no	no
[60-70)	5	46	0	15	0	1	0	Family/GeneralPractice	Diabetes	Other	Other	no	no	yes	yes	no
[50-60)	8	53	0	19	0	2	0	Cardiology	Circulatory	Circulatory	Other	no	high	yes	yes	yes
[80-90)	7	77	0	12	0	0	0	InternalMedicine	Other	Other	Other	no	no	no	yes	no
[80-90)	13	19	4	37	0	0	1	Family/GeneralPractice	Musculoskeletal	Other	Injury	high	no	yes	yes	no
[60-70)	5	47	0	21	0	0	1	Emergency/Trauma	Circulatory	Circulatory	Other	no	no	yes	yes	no
[70-80)	4	46	2	28	0	0	0	Missing	Musculoskeletal	Injury	Diabetes	no	no	yes	yes	no
[50-60)	6	16	6	15	2	0	0	Missing	Other	Digestive	Digestive	normal	no	no	yes	yes
[60-70)	3	54	6	30	0	2	0	InternalMedicine	Circulatory	Circulatory	Other	no	high	no	yes	yes
[80-90)	3	76	0	15	0	0	0	Missing	Circulatory	Circulatory	Respiratory	no	no	no	yes	yes
[50-60)	5	58	0	17	0	0	0	Other	Other	Respiratory	Other	no	no	no	yes	no
[80-90)	6	68	3	17	0	0	0	Emergency/Trauma	Circulatory	Circulatory	Other	no	high	yes	yes	no
[70-80)	3	2	2	8	0	0	0	Missing	Injury	Injury	Circulatory	no	no	yes	yes	yes
[60-70)	3	39	0	11	0	0	0	Cardiology	Circulatory	Circulatory	Circulatory	no	no	no	yes	no
[80-90)	3	50	3	11	0	0	0	Family/GeneralPractice	Circulatory	Circulatory	Circulatory	no	no	no	no	no
[80-90)	5	40	2	8	0	0	0	InternalMedicine	Injury	Missing	Missing	no	no	no	no	no
[50-60)	4	31	0	17	0	2	0	Missing	Circulatory	Diabetes	Circulatory	no	no	yes	yes	yes
[60-70)	5	27	2	28	0	0	0	Missing	Other	Other	Respiratory	no	no	yes	yes	no
[50-60)	7	59	1	10	0	0	0	Missing	Digestive	Digestive	Digestive	no	no	no	no	yes
[60-70)	4	46	0	19	0	2	0	Missing	Respiratory	Other	Other	no	no	no	no	yes
[70-80)	7	42	1	13	7	2	1	Missing	Other	Circulatory	Other	no	no	no	no	yes
[50-60)	12	47	1	16	0	1	0	Missing	Circulatory	Circulatory	Diabetes	no	no	no	no	no
[80-90)	9	46	0	15	0	1	0	Missing	Other	Other	Other	no	high	no	yes	no
[80-90)	5	55	3	14	0	0	0	Other	Other	Other	Respiratory	no	no	yes	yes	no
[80-90)	7	60	0	18	0	1	0	Missing	Circulatory	Other	Other	no	no	no	yes	no
[70-80)	5	38	2	20	0	0	0	Family/GeneralPractice	Circulatory	Circulatory	Respiratory	no	no	no	no	yes
[70-80)	1	43	0	5	0	0	0	Family/GeneralPractice	Digestive	Diabetes	Respiratory	no	no	yes	yes	no
[80-90)	14	9	2	16	0	1	0	Emergency/Trauma	Circulatory	Circulatory	Circulatory	no	no	yes	yes	no
[60-70)	1	39	0	7	0	2	0	Missing	Circulatory	Diabetes	Other	no	no	no	no	yes
[50-60)	2	76	4	14	0	0	0	InternalMedicine	Other	Musculoskeletal	Other	no	no	no	yes	no
[90-100)	7	76	0	11	0	0	0	Family/GeneralPractice	Digestive	Diabetes	Other	no	no	no	no	no
[80-90)	7	71	0	9	0	0	0	Missing	Circulatory	Circulatory	Circulatory	no	no	yes	yes	no
[60-70)	2	1	0	10	0	0	0	Emergency/Trauma	Circulatory	Circulatory	Other	no	no	yes	yes	no
[50-60)	6	49	1	24	0	0	0	Missing	Other	Other	Circulatory	no	high	no	yes	no
[60-70)	4	37	0	9	1	3	0	Missing	Circulatory	Circulatory	Other	no	no	yes	yes	no
[70-80)	4	26	0	12	0	0	0	InternalMedicine	Respiratory	Respiratory	Diabetes	no	no	no	no	yes
[60-70)	2	43	1	5	2	1	0	Other	Other	Diabetes	Other	no	high	yes	yes	no
[70-80)	1	25	0	11	0	0	1	Emergency/Trauma	Circulatory	Circulatory	Circulatory	no	no	no	yes	yes
[50-60)	2	31	3	12	0	0	0	Cardiology	Respiratory	Diabetes	Circulatory	no	no	yes	yes	no
[70-80)	6	55	0	25	1	0	0	Missing	Digestive	Circulatory	Other	no	no	no	no	yes
[60-70)	5	79	0	15	0	0	0	Missing	Respiratory	Other	Circulatory	normal	high	no	yes	no
[60-70)	6	55	0	9	0	0	0	InternalMedicine	Digestive	Circulatory	Circulatory	no	no	no	no	yes
[60-70)	5	59	1	21	0	1	0	InternalMedicine	Circulatory	Circulatory	Musculoskeletal	no	no	yes	yes	no
[80-90)	2	48	0	10	0	0	0	Family/GeneralPractice	Other	Other	Other	no	no	yes	yes	yes
[60-70)	2	2	3	30	0	0	0	Other	Musculoskeletal	Diabetes	Circulatory	no	no	yes	yes	no
[70-80)	4	59	0	11	0	0	0	Family/GeneralPractice	Circulatory	Circulatory	Circulatory	no	no	no	yes	no
[80-90)	2	17	1	10	4	0	0	Missing	Other	Other	Other	normal	no	no	no	yes
[60-70)	6	30	3	17	0	0	0	Other	Respiratory	Circulatory	Respiratory	no	no	yes	yes	yes
[40-50)	7	56	0	26	3	1	19	Other	Other	Other	Other	no	no	no	yes	yes
[40-50)	2	29	1	35	1	0	0	Missing	Other	Diabetes	Other	no	no	yes	yes	yes
[50-60)	8	62	1	18	0	0	0	Missing	Other	Other	Other	no	no	yes	yes	no
[70-80)	5	62	0	11	0	0	0	Family/GeneralPractice	Diabetes	Other	Circulatory	no	no	no	yes	yes
[50-60)	3	33	1	21	2	0	0	Other	Musculoskeletal	Circulatory	Diabetes	no	no	no	yes	no
[80-90)	6	69	0	23	0	1	0	Emergency/Trauma	Respiratory	Respiratory	Other	no	no	yes	yes	no
[80-90)	7	32	0	10	1	1	0	Missing	Digestive	Musculoskeletal	Diabetes	no	no	no	yes	yes
[50-60)	4	54	4	17	0	0	0	Missing	Circulatory	Diabetes	Other	no	high	yes	yes	no
[50-60)	4	52	0	15	0	0	0	Missing	Other	Respiratory	Other	no	high	no	yes	no
[70-80)	3	39	0	9	0	1	0	Emergency/Trauma	Circulatory	Circulatory	Respiratory	no	high	yes	yes	yes
[50-60)	3	9	0	12	0	0	0	Missing	Digestive	Other	Other	no	no	no	no	yes
[70-80)	7	54	1	16	0	0	0	Missing	Other	Diabetes	Respiratory	no	no	no	no	no
[80-90)	4	39	1	13	0	0	0	Missing	Circulatory	Circulatory	Circulatory	no	no	no	no	yes
[60-70)	1	36	0	6	0	0	2	Missing	Digestive	Other	Circulatory	no	no	no	yes	yes
[50-60)	2	1	1	19	0	0	0	Other	Other	Circulatory	Diabetes	no	no	no	yes	no
[50-60)	4	55	0	18	0	0	0	InternalMedicine	Diabetes	Other	Other	no	high	no	yes	yes
[40-50)	3	35	1	8	2	0	1	Emergency/Trauma	Other	Other	Other	no	no	yes	yes	yes
[50-60)	4	13	0	16	0	0	0	Missing	Diabetes	Other	Other	no	no	yes	yes	yes
[80-90)	3	53	0	12	0	0	0	Missing	Injury	Circulatory	Injury	no	normal	no	yes	no
[60-70)	2	1	4	10	0	0	0	Missing	Circulatory	Other	Circulatory	no	no	no	yes	no
[70-80)	3	58	0	13	0	0	1	Missing	Musculoskeletal	Respiratory	Other	no	no	yes	yes	no
[70-80)	3	59	0	17	1	1	0	Missing	Other	Other	Diabetes	no	no	yes	yes	yes
[40-50)	2	23	0	6	0	1	0	Emergency/Trauma	Circulatory	Respiratory	Other	no	no	no	no	no
[80-90)	6	39	5	21	0	0	0	Cardiology	Circulatory	Circulatory	Other	no	high	yes	yes	yes
[70-80)	2	32	4	14	0	0	0	Missing	Circulatory	Circulatory	Injury	no	high	yes	yes	no
[80-90)	3	42	2	4	0	1	0	InternalMedicine	Digestive	Other	Other	no	no	no	yes	no
[80-90)	2	58	0	18	1	0	0	Missing	Circulatory	Respiratory	Circulatory	no	no	yes	yes	no
[60-70)	1	58	4	10	0	0	0	Cardiology	Circulatory	Circulatory	Diabetes	no	no	no	no	no
[50-60)	3	21	0	7	1	1	0	InternalMedicine	Other	Other	Diabetes	no	no	no	no	yes
[80-90)	3	9	0	9	0	0	0	Family/GeneralPractice	Musculoskeletal	Other	Musculoskeletal	no	no	yes	yes	yes
[80-90)	5	43	1	12	0	0	1	Emergency/Trauma	Other	Circulatory	Circulatory	no	no	yes	yes	no
[70-80)	4	23	1	19	0	1	0	Missing	Injury	Circulatory	Circulatory	no	no	yes	yes	yes
[40-50)	4	62	0	22	0	1	0	InternalMedicine	Respiratory	Respiratory	Diabetes	no	no	no	yes	no
[50-60)	2	38	2	20	0	0	0	Surgery	Digestive	Circulatory	Other	no	no	no	yes	no
[80-90)	4	65	1	9	0	0	0	Emergency/Trauma	Circulatory	Other	Circulatory	no	no	yes	yes	no
[80-90)	3	54	1	19	0	0	0	Missing	Musculoskeletal	Other	Digestive	no	no	yes	yes	no
[60-70)	4	48	1	25	1	1	0	Missing	Injury	Circulatory	Circulatory	no	no	no	no	no
[40-50)	5	98	0	8	0	0	0	InternalMedicine	Other	Other	Digestive	no	normal	yes	yes	yes
[40-50)	6	68	0	12	0	0	0	Emergency/Trauma	Other	Other	Other	no	no	yes	yes	yes
[80-90)	9	1	1	6	0	0	0	Missing	Digestive	Other	Diabetes	no	no	no	yes	yes

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