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
[40-50)	3	71	1	12	1	1	0	Emergency/Trauma	Respiratory	Other	Other	no	high	no	yes	no
[60-70)	2	9	1	19	3	0	0	Family/GeneralPractice	Digestive	Diabetes	Digestive	normal	no	yes	yes	no
[60-70)	2	26	1	9	0	0	0	Missing	Digestive	Other	Respiratory	no	no	no	yes	no
[70-80)	5	24	1	27	1	0	1	Surgery	Digestive	Circulatory	Circulatory	normal	no	yes	yes	yes
[60-70)	4	49	1	17	0	0	0	Other	Musculoskeletal	Circulatory	Circulatory	no	no	no	yes	no
[60-70)	3	46	2	20	0	6	0	Other	Diabetes	Circulatory	Digestive	no	normal	no	no	yes
[50-60)	1	37	3	14	0	0	0	Emergency/Trauma	Digestive	Circulatory	Diabetes	no	no	no	yes	no
[80-90)	4	68	0	10	0	0	2	Missing	Other	Other	Respiratory	no	no	no	no	no
[70-80)	10	72	5	27	0	0	0	Cardiology	Circulatory	Circulatory	Other	no	no	yes	yes	yes
[70-80)	1	39	3	17	0	0	2	Missing	Circulatory	Circulatory	Circulatory	no	high	no	no	yes
[70-80)	3	49	2	25	0	0	0	Missing	Circulatory	Circulatory	Other	no	no	no	yes	no
[70-80)	6	43	3	12	0	1	0	Missing	Digestive	Circulatory	Respiratory	no	no	no	yes	yes
[70-80)	3	16	1	7	1	0	0	Missing	Other	Other	Other	normal	no	no	yes	no
[70-80)	3	1	1	8	0	0	0	Family/GeneralPractice	Musculoskeletal	Diabetes	Circulatory	no	no	no	yes	yes
[50-60)	5	55	2	21	0	2	0	Missing	Other	Other	Circulatory	no	no	yes	yes	yes
[50-60)	2	33	2	20	1	0	0	Missing	Other	Other	Diabetes	no	no	yes	yes	no
[80-90)	5	49	0	20	0	1	0	Missing	Other	Musculoskeletal	Respiratory	no	no	yes	yes	no
[70-80)	5	64	2	16	0	0	0	Missing	Digestive	Circulatory	Other	no	no	no	yes	no
[70-80)	6	26	0	16	0	1	0	Missing	Diabetes	Circulatory	Circulatory	high	no	yes	yes	yes
[70-80)	3	54	3	16	0	0	0	Cardiology	Circulatory	Circulatory	Other	no	no	no	no	no
[60-70)	3	59	0	11	1	0	0	Missing	Digestive	Circulatory	Other	no	no	no	no	yes
[50-60)	4	64	1	20	0	2	0	Missing	Digestive	Circulatory	Circulatory	no	no	yes	yes	no
[70-80)	3	5	0	17	0	0	0	Missing	Circulatory	Other	Respiratory	no	no	no	no	yes
[70-80)	2	45	5	7	0	0	0	InternalMedicine	Circulatory	Circulatory	Diabetes	no	no	no	no	no
[70-80)	1	29	3	7	0	0	0	Other	Other	Other	Diabetes	no	no	no	no	no
[80-90)	5	53	1	18	0	1	0	InternalMedicine	Other	Other	Other	normal	no	no	no	yes
[60-70)	1	33	4	28	0	1	0	Other	Circulatory	Circulatory	Circulatory	no	no	yes	yes	no
[60-70)	3	19	1	8	0	0	0	Other	Musculoskeletal	Circulatory	Other	no	no	no	no	no
[50-60)	6	23	3	24	0	3	0	Other	Other	Other	Other	high	no	no	yes	yes
[50-60)	9	2	0	24	0	0	0	Missing	Other	Other	Other	no	no	yes	yes	no
[80-90)	5	19	3	26	0	4	0	Missing	Circulatory	Other	Circulatory	no	no	yes	yes	no
[70-80)	2	46	6	18	1	0	0	Missing	Circulatory	Diabetes	Circulatory	no	no	yes	yes	no
[70-80)	5	40	2	13	1	0	0	Missing	Digestive	Circulatory	Digestive	no	no	no	no	no
[40-50)	3	67	0	8	0	0	0	Missing	Diabetes	Other	Other	no	normal	yes	yes	yes
[60-70)	6	55	0	16	0	0	0	InternalMedicine	Other	Other	Circulatory	no	no	no	yes	yes
[70-80)	3	54	0	7	0	0	0	Missing	Other	Other	Digestive	no	no	no	no	no
[70-80)	5	64	0	24	0	2	2	Surgery	Injury	Other	Other	no	no	yes	yes	yes
[60-70)	2	37	0	6	0	0	0	InternalMedicine	Circulatory	Diabetes	Circulatory	no	no	no	yes	yes
[70-80)	4	51	0	12	0	1	0	Missing	Injury	Diabetes	Other	no	no	yes	yes	no
[50-60)	2	52	0	6	0	0	0	InternalMedicine	Circulatory	Circulatory	Circulatory	no	high	no	yes	no
[80-90)	2	15	5	11	3	1	0	Cardiology	Circulatory	Circulatory	Circulatory	no	no	no	yes	yes
[60-70)	9	37	2	18	0	0	0	InternalMedicine	Other	Other	Other	no	no	yes	yes	yes
[70-80)	3	68	0	27	0	1	0	Missing	Circulatory	Circulatory	Diabetes	no	no	yes	yes	yes
[60-70)	7	56	1	15	0	0	0	Family/GeneralPractice	Injury	Circulatory	Injury	no	no	no	yes	no
[50-60)	5	54	1	11	0	0	0	Other	Other	Other	Other	no	no	yes	yes	no
[80-90)	5	16	0	12	0	0	0	Family/GeneralPractice	Other	Circulatory	Respiratory	high	no	no	yes	no
[60-70)	1	10	0	10	0	0	0	Missing	Respiratory	Diabetes	Circulatory	no	no	yes	yes	no
[60-70)	2	9	0	7	0	0	0	Missing	Other	Circulatory	Diabetes	no	no	no	no	no
[70-80)	5	36	1	37	0	0	0	Other	Musculoskeletal	Other	Diabetes	no	no	no	yes	no
[50-60)	10	47	0	32	0	1	0	Missing	Respiratory	Other	Other	no	no	yes	yes	yes
[70-80)	2	52	3	16	0	0	0	Cardiology	Circulatory	Circulatory	Respiratory	no	no	no	no	yes
[70-80)	4	63	0	27	0	0	0	Missing	Respiratory	Diabetes	Circulatory	no	high	yes	yes	yes
[60-70)	2	34	2	4	0	0	0	Emergency/Trauma	Circulatory	Circulatory	Diabetes	no	no	no	no	no
[60-70)	2	21	1	16	0	1	0	Cardiology	Circulatory	Other	Other	high	no	yes	yes	yes
[70-80)	4	50	0	10	0	0	0	Other	Digestive	Other	Circulatory	no	no	no	yes	yes
[80-90)	6	81	1	21	0	1	0	Emergency/Trauma	Circulatory	Respiratory	Respiratory	no	no	yes	yes	yes
[50-60)	2	39	2	19	0	0	0	Surgery	Diabetes	Circulatory	Other	no	no	yes	yes	no
[80-90)	6	51	3	21	0	1	0	InternalMedicine	Respiratory	Other	Respiratory	no	no	no	yes	yes
[50-60)	6	47	0	15	1	0	0	Missing	Diabetes	Other	Other	no	no	yes	yes	yes
[70-80)	1	49	4	15	0	0	0	Missing	Circulatory	Circulatory	Circulatory	no	no	no	yes	yes
[50-60)	4	62	0	15	15	1	1	Missing	Diabetes	Other	Circulatory	no	normal	yes	yes	yes
[80-90)	3	13	2	13	0	2	0	Missing	Other	Other	Circulatory	no	no	no	yes	yes
[60-70)	2	31	0	16	0	3	0	Missing	Other	Respiratory	Injury	no	no	no	yes	yes
[70-80)	4	18	0	27	0	0	0	Family/GeneralPractice	Respiratory	Other	Other	high	no	yes	yes	yes
[60-70)	1	42	0	8	3	3	0	Other	Digestive	Other	Diabetes	no	no	no	no	yes
[80-90)	14	62	3	7	0	0	0	InternalMedicine	Other	Other	Circulatory	no	no	no	no	no
[70-80)	3	34	0	8	0	0	0	Emergency/Trauma	Other	Other	Other	no	no	yes	yes	no
[60-70)	1	56	6	11	0	0	0	Cardiology	Circulatory	Circulatory	Diabetes	no	no	no	yes	no
[50-60)	4	74	0	14	0	0	0	Missing	Other	Other	Other	no	high	no	yes	no
[40-50)	3	47	0	15	0	0	0	Missing	Circulatory	Diabetes	Other	no	no	no	yes	no
[60-70)	3	1	2	29	0	1	0	Missing	Musculoskeletal	Circulatory	Diabetes	no	no	yes	yes	no
[50-60)	3	1	3	17	0	0	0	Missing	Digestive	Digestive	Diabetes	no	no	yes	yes	no
[80-90)	3	41	1	16	0	0	0	InternalMedicine	Digestive	Circulatory	Other	no	no	yes	yes	yes
[90-100)	5	71	0	11	0	0	0	InternalMedicine	Circulatory	Other	Other	no	no	no	no	no
[60-70)	8	38	6	23	0	0	0	Cardiology	Other	Circulatory	Other	no	no	no	no	yes
[60-70)	3	30	0	17	0	1	0	Missing	Other	Other	Circulatory	no	no	no	yes	yes
[80-90)	2	71	0	11	0	0	0	Missing	Circulatory	Circulatory	Respiratory	no	high	no	yes	yes
[70-80)	6	49	0	19	0	0	0	Family/GeneralPractice	Other	Circulatory	Circulatory	no	no	yes	yes	no
[60-70)	4	38	1	25	0	0	0	Missing	Musculoskeletal	Diabetes	Circulatory	no	no	yes	yes	no
[60-70)	5	45	2	23	1	1	1	InternalMedicine	Respiratory	Circulatory	Other	no	no	yes	yes	yes
[70-80)	6	35	0	12	1	0	1	Missing	Respiratory	Diabetes	Other	no	no	yes	yes	no
[70-80)	2	47	3	12	0	0	0	InternalMedicine	Circulatory	Circulatory	Circulatory	no	no	yes	yes	no
[80-90)	5	60	0	13	1	4	3	Other	Other	Musculoskeletal	Musculoskeletal	no	no	no	no	yes
[40-50)	6	55	6	28	0	1	0	Cardiology	Other	Circulatory	Circulatory	no	no	yes	yes	no
[70-80)	4	51	2	9	0	0	1	Missing	Digestive	Circulatory	Other	no	no	no	yes	yes
[60-70)	3	12	0	11	0	0	0	InternalMedicine	Circulatory	Circulatory	Circulatory	no	no	no	yes	no
[60-70)	4	36	2	27	0	1	0	Missing	Digestive	Diabetes	Circulatory	no	no	yes	yes	no
[80-90)	4	43	1	26	0	0	0	Missing	Injury	Respiratory	Other	no	no	no	yes	no
[70-80)	1	61	0	8	0	2	0	InternalMedicine	Circulatory	Diabetes	Circulatory	no	no	no	yes	yes
[70-80)	2	40	0	8	0	0	0	Missing	Diabetes	Respiratory	Circulatory	no	high	no	no	yes
[40-50)	10	1	5	18	0	2	1	Surgery	Diabetes	Musculoskeletal	Other	no	no	yes	yes	yes
[80-90)	1	51	0	15	0	0	0	Missing	Other	Circulatory	Musculoskeletal	no	high	yes	yes	no
[40-50)	1	30	2	7	0	0	0	Missing	Musculoskeletal	Diabetes	Other	no	no	yes	yes	no
[60-70)	2	2	2	32	0	0	0	Missing	Circulatory	Respiratory	Respiratory	no	no	yes	yes	no
[70-80)	6	12	2	10	0	0	0	Missing	Other	Other	Other	no	no	no	yes	yes
[60-70)	7	59	0	12	0	1	0	InternalMedicine	Injury	Respiratory	Circulatory	no	no	yes	yes	no
[40-50)	3	1	2	9	5	0	0	Other	Other	Other	Other	no	no	no	no	no
[50-60)	2	21	0	8	1	2	4	Missing	Other	Circulatory	Diabetes	no	no	yes	yes	yes
[80-90)	5	34	0	15	0	1	0	Family/GeneralPractice	Circulatory	Other	Musculoskeletal	no	no	no	no	yes
[50-60)	7	43	0	15	0	0	0	Missing	Respiratory	Respiratory	Diabetes	no	no	yes	yes	yes

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