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)	2	39	0	16	0	0	0	Missing	Circulatory	Circulatory	Other	no	no	no	yes	yes
[40-50)	3	43	6	14	0	0	0	Missing	Circulatory	Circulatory	Diabetes	no	no	no	yes	no
[40-50)	3	62	0	3	0	0	1	Missing	Other	Other	Other	no	no	no	no	yes
[80-90)	8	69	1	17	0	0	0	Missing	Digestive	Digestive	Respiratory	no	no	yes	yes	yes
[80-90)	10	63	1	9	0	0	0	InternalMedicine	Injury	Circulatory	Other	no	no	no	yes	no
[70-80)	1	46	0	2	0	0	0	InternalMedicine	Circulatory	Diabetes	Other	no	no	no	no	yes
[60-70)	8	95	4	49	0	0	0	Cardiology	Circulatory	Circulatory	Other	no	high	yes	yes	yes
[50-60)	3	1	0	12	0	1	0	Missing	Other	Other	Other	no	no	yes	yes	no
[60-70)	6	59	2	18	0	0	0	Other	Other	Other	Diabetes	no	no	no	no	yes
[70-80)	10	60	0	19	0	0	0	Missing	Other	Other	Other	no	no	no	yes	no
[60-70)	5	43	1	13	0	1	0	InternalMedicine	Diabetes	Other	Circulatory	no	no	yes	yes	no
[50-60)	2	50	0	15	0	3	2	InternalMedicine	Respiratory	Diabetes	Other	no	high	yes	yes	yes
[70-80)	1	69	0	11	0	0	0	Cardiology	Respiratory	Circulatory	Circulatory	no	no	no	no	no
[80-90)	14	92	5	59	5	1	0	Family/GeneralPractice	Other	Other	Digestive	no	no	yes	yes	no
[60-70)	11	39	5	27	0	1	0	Missing	Digestive	Respiratory	Other	no	no	no	yes	yes
[50-60)	8	5	1	19	0	4	1	Missing	Diabetes	Other	Circulatory	no	no	yes	yes	yes
[40-50)	2	32	0	20	1	0	0	Missing	Respiratory	Diabetes	Other	no	no	yes	yes	yes
[60-70)	3	59	1	7	0	0	0	Missing	Other	Diabetes	Other	no	no	yes	yes	no
[70-80)	2	29	2	17	5	0	0	Missing	Musculoskeletal	Other	Musculoskeletal	no	no	no	no	no
[60-70)	5	40	0	16	0	2	0	Missing	Respiratory	Other	Diabetes	no	high	yes	yes	no
[80-90)	2	30	3	9	0	0	0	Missing	Circulatory	Diabetes	Circulatory	no	no	no	yes	no
[70-80)	2	51	0	7	2	0	0	Missing	Respiratory	Respiratory	Other	no	no	no	yes	yes
[80-90)	6	56	1	27	0	0	0	Emergency/Trauma	Injury	Other	Other	no	no	no	yes	no
[60-70)	5	64	5	19	0	0	0	Family/GeneralPractice	Circulatory	Diabetes	Circulatory	no	no	yes	yes	no
[70-80)	1	35	1	19	0	0	0	Surgery	Musculoskeletal	Circulatory	Other	no	no	no	no	no
[50-60)	3	36	0	10	0	0	1	InternalMedicine	Other	Diabetes	Other	no	high	yes	yes	yes
[80-90)	3	55	0	13	0	1	0	Missing	Circulatory	Other	Other	no	no	yes	yes	no
[40-50)	7	43	1	18	0	3	1	Other	Diabetes	Digestive	Digestive	no	no	no	no	yes
[50-60)	6	38	4	37	3	1	1	Missing	Musculoskeletal	Other	Other	no	no	yes	yes	yes
[80-90)	2	16	0	6	0	0	0	Family/GeneralPractice	Circulatory	Diabetes	Circulatory	high	no	no	yes	yes
[60-70)	5	16	1	8	3	0	0	Missing	Digestive	Other	Other	no	no	yes	yes	no
[60-70)	4	60	0	19	0	1	0	Missing	Respiratory	Respiratory	Circulatory	no	no	no	yes	yes
[50-60)	3	47	2	17	0	0	0	Missing	Other	Circulatory	Diabetes	no	normal	yes	yes	no
[80-90)	3	57	0	10	0	0	0	Family/GeneralPractice	Respiratory	Circulatory	Circulatory	no	no	no	yes	no
[80-90)	5	68	2	20	0	0	0	Missing	Circulatory	Circulatory	Other	no	no	yes	yes	no
[60-70)	6	62	0	36	0	1	0	Missing	Respiratory	Other	Musculoskeletal	no	high	no	yes	yes
[50-60)	10	10	0	10	4	3	1	Other	Other	Diabetes	Other	no	no	no	no	yes
[70-80)	5	21	1	20	0	1	0	Other	Other	Diabetes	Other	high	no	yes	yes	yes
[70-80)	5	73	0	13	1	1	0	Missing	Circulatory	Circulatory	Respiratory	no	high	no	no	yes
[70-80)	1	25	0	10	0	0	0	Missing	Respiratory	Diabetes	Circulatory	no	no	no	yes	no
[60-70)	4	32	1	31	1	2	0	Surgery	Injury	Other	Respiratory	no	no	yes	yes	yes
[70-80)	4	57	1	15	0	0	0	Surgery	Digestive	Circulatory	Respiratory	no	no	no	no	no
[50-60)	4	77	0	17	0	0	0	Other	Other	Diabetes	Other	no	no	no	no	no
[60-70)	1	15	0	12	0	0	0	Missing	Circulatory	Respiratory	Circulatory	no	no	no	yes	yes
[60-70)	3	58	0	6	1	4	2	Missing	Other	Diabetes	Other	no	no	yes	yes	yes
[40-50)	5	69	0	14	0	3	0	Missing	Respiratory	Respiratory	Circulatory	no	no	no	no	yes
[70-80)	9	60	0	16	0	1	0	Missing	Circulatory	Circulatory	Respiratory	no	no	no	no	no
[50-60)	2	66	0	17	1	1	0	InternalMedicine	Circulatory	Circulatory	Circulatory	no	high	yes	yes	no
[60-70)	9	44	2	30	0	1	0	Other	Other	Other	Other	no	no	yes	yes	no
[50-60)	1	27	0	11	0	0	0	Missing	Circulatory	Other	Other	no	no	no	yes	no
[50-60)	4	23	1	14	0	1	0	Surgery	Digestive	Circulatory	Diabetes	high	no	no	yes	yes
[60-70)	4	38	4	31	1	0	0	Other	Musculoskeletal	Other	Musculoskeletal	no	no	yes	yes	yes
[70-80)	1	45	0	11	0	1	0	Emergency/Trauma	Respiratory	Circulatory	Other	no	no	no	yes	no
[40-50)	6	58	0	7	0	0	0	Family/GeneralPractice	Other	Other	Circulatory	no	no	no	yes	yes
[40-50)	3	41	3	11	0	0	0	Family/GeneralPractice	Digestive	Other	Other	no	no	no	yes	no
[40-50)	2	53	1	18	0	1	0	Missing	Circulatory	Diabetes	Respiratory	no	no	yes	yes	no
[50-60)	6	63	1	20	0	0	0	Missing	Diabetes	Other	Other	no	high	yes	yes	no
[50-60)	1	1	1	9	0	0	0	Other	Other	Other	Circulatory	no	no	no	no	no
[70-80)	4	61	1	14	0	1	1	Other	Respiratory	Respiratory	Musculoskeletal	no	no	yes	yes	yes
[70-80)	4	51	6	24	0	1	0	Missing	Circulatory	Circulatory	Respiratory	no	high	yes	yes	no
[40-50)	1	8	0	7	0	0	0	Missing	Circulatory	Circulatory	Respiratory	no	high	no	no	no
[70-80)	14	71	1	32	0	0	0	Family/GeneralPractice	Respiratory	Circulatory	Other	no	no	yes	yes	yes
[80-90)	4	51	1	18	0	0	0	Family/GeneralPractice	Musculoskeletal	Other	Circulatory	no	high	yes	yes	yes
[80-90)	2	5	0	12	0	0	0	Surgery	Circulatory	Circulatory	Circulatory	no	no	yes	yes	no
[60-70)	1	34	1	21	0	0	0	Missing	Circulatory	Circulatory	Other	no	no	yes	yes	no
[40-50)	1	49	4	13	0	0	0	Cardiology	Respiratory	Diabetes	Circulatory	no	no	no	no	no
[40-50)	4	48	0	11	0	0	0	Other	Other	Other	Other	no	no	no	no	no
[50-60)	3	25	1	26	0	0	0	Other	Musculoskeletal	Diabetes	Circulatory	no	no	no	yes	no
[70-80)	3	33	0	7	0	0	0	Family/GeneralPractice	Respiratory	Diabetes	Other	no	no	no	yes	no
[50-60)	8	39	1	13	0	0	0	InternalMedicine	Respiratory	Respiratory	Diabetes	no	no	yes	yes	no
[80-90)	6	63	0	17	0	0	0	Family/GeneralPractice	Other	Circulatory	Diabetes	no	no	yes	yes	yes
[60-70)	1	40	0	6	0	0	0	Missing	Circulatory	Circulatory	Circulatory	no	no	no	no	no
[40-50)	3	41	1	9	0	8	0	Other	Other	Other	Digestive	no	no	no	no	yes
[70-80)	2	25	1	8	0	0	0	Missing	Other	Other	Circulatory	no	no	no	no	no
[70-80)	3	31	0	15	0	1	0	Other	Injury	Other	Other	no	no	yes	yes	no
[70-80)	3	59	0	10	0	0	1	Missing	Other	Other	Other	no	no	no	yes	yes
[80-90)	3	2	1	12	14	2	0	Surgery	Injury	Other	Diabetes	no	no	yes	yes	yes
[70-80)	10	59	1	38	0	2	0	Surgery	Other	Other	Circulatory	no	no	yes	yes	yes
[50-60)	3	34	6	16	0	0	0	Emergency/Trauma	Circulatory	Circulatory	Diabetes	no	no	yes	yes	yes
[40-50)	6	1	1	15	0	0	0	Other	Respiratory	Respiratory	Circulatory	no	no	yes	yes	no
[80-90)	6	55	6	24	0	1	0	Missing	Other	Other	Digestive	no	no	yes	yes	no
[70-80)	1	2	1	11	1	0	0	Surgery	Circulatory	Circulatory	Diabetes	no	no	yes	yes	yes
[60-70)	8	55	0	26	4	2	0	Missing	Other	Other	Circulatory	no	normal	yes	yes	yes
[60-70)	10	51	0	12	0	0	0	Missing	Circulatory	Circulatory	Circulatory	no	no	no	no	yes
[60-70)	4	2	0	18	0	0	0	Missing	Respiratory	Circulatory	Circulatory	no	no	yes	yes	yes
[70-80)	3	43	1	16	0	2	0	InternalMedicine	Circulatory	Circulatory	Circulatory	no	no	no	yes	yes
[70-80)	2	27	1	15	0	3	0	Other	Diabetes	Circulatory	Other	no	no	no	yes	no
[70-80)	4	3	1	27	0	1	0	Missing	Musculoskeletal	Diabetes	Circulatory	no	no	yes	yes	yes
[90-100)	7	66	1	16	0	0	0	Missing	Other	Other	Other	no	no	yes	yes	no
[70-80)	2	3	0	9	3	0	0	Missing	Circulatory	Other	Diabetes	no	high	no	yes	no
[70-80)	3	41	0	13	0	2	0	Family/GeneralPractice	Other	Diabetes	Circulatory	no	high	yes	yes	yes
[70-80)	5	44	0	15	0	0	0	Missing	Diabetes	Other	Other	no	no	yes	yes	no
[80-90)	2	28	0	12	0	1	0	Missing	Circulatory	Other	Other	no	no	no	yes	yes
[80-90)	4	40	0	18	0	0	0	InternalMedicine	Respiratory	Circulatory	Circulatory	no	no	no	no	yes
[60-70)	1	35	0	11	0	0	0	Emergency/Trauma	Respiratory	Other	Circulatory	no	high	yes	yes	no
[70-80)	1	34	2	15	0	2	0	Missing	Other	Circulatory	Other	no	no	no	yes	yes
[70-80)	3	48	1	24	0	4	0	Missing	Circulatory	Other	Other	no	no	no	no	no
[70-80)	2	6	1	23	1	0	0	Other	Musculoskeletal	Diabetes	Musculoskeletal	no	no	yes	yes	no
[60-70)	2	40	6	19	1	0	0	Cardiology	Circulatory	Circulatory	Respiratory	no	no	no	yes	yes
[70-80)	10	70	4	30	0	1	0	Missing	Respiratory	Respiratory	Other	no	no	yes	yes	yes

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