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)	1	1	2	21	0	0	0	Other	Musculoskeletal	Musculoskeletal	Musculoskeletal	no	no	no	yes	no
[40-50)	2	5	0	4	0	0	0	Missing	Injury	Other	Other	no	high	no	yes	no
[60-70)	2	75	0	22	0	5	1	Missing	Circulatory	Respiratory	Other	no	no	yes	yes	yes
[50-60)	4	67	0	9	0	0	0	InternalMedicine	Digestive	Other	Digestive	no	high	yes	yes	no
[60-70)	5	55	6	23	0	0	0	Missing	Circulatory	Circulatory	Diabetes	no	normal	yes	yes	yes
[60-70)	5	83	2	17	0	1	1	Missing	Respiratory	Other	Other	no	high	yes	yes	no
[60-70)	4	48	2	23	0	0	1	Emergency/Trauma	Circulatory	Circulatory	Circulatory	no	no	yes	yes	yes
[50-60)	1	23	3	17	2	0	0	Missing	Digestive	Digestive	Digestive	no	no	no	no	no
[50-60)	6	62	0	13	0	1	0	Other	Respiratory	Respiratory	Other	no	no	yes	yes	no
[50-60)	1	31	3	18	0	0	0	Missing	Respiratory	Musculoskeletal	Musculoskeletal	no	no	no	yes	no
[90-100)	3	62	0	20	0	0	0	Missing	Circulatory	Circulatory	Circulatory	no	no	no	yes	no
[60-70)	1	40	0	1	1	0	0	Cardiology	Respiratory	Circulatory	Diabetes	no	no	no	no	yes
[60-70)	5	62	5	63	0	0	0	Surgery	Circulatory	Other	Other	no	no	yes	yes	no
[80-90)	11	50	0	20	0	0	0	Missing	Other	Other	Musculoskeletal	no	no	no	no	no
[50-60)	1	19	0	6	0	0	0	Cardiology	Respiratory	Circulatory	Circulatory	normal	no	no	yes	no
[60-70)	5	40	1	18	0	0	0	Other	Other	Circulatory	Other	no	no	yes	yes	no
[80-90)	3	52	0	9	0	0	0	Missing	Respiratory	Respiratory	Circulatory	no	no	no	no	no
[70-80)	7	48	0	21	1	0	0	Missing	Circulatory	Circulatory	Circulatory	no	no	no	no	yes
[60-70)	2	28	3	13	0	1	0	Missing	Other	Other	Other	no	no	no	yes	yes
[70-80)	4	9	0	21	0	3	0	Missing	Circulatory	Respiratory	Circulatory	normal	no	yes	yes	no
[40-50)	1	38	0	10	0	0	0	Family/GeneralPractice	Respiratory	Circulatory	Circulatory	no	no	yes	yes	no
[50-60)	4	67	2	25	0	7	0	Missing	Other	Digestive	Other	no	no	yes	yes	yes
[70-80)	3	34	1	12	0	0	0	InternalMedicine	Injury	Other	Other	no	no	no	yes	no
[60-70)	1	32	6	6	0	0	0	Other	Circulatory	Circulatory	Circulatory	no	no	no	yes	no
[70-80)	1	41	0	10	0	0	0	Missing	Other	Circulatory	Circulatory	no	no	no	yes	no
[70-80)	5	39	0	13	0	0	0	Missing	Other	Other	Diabetes	no	high	yes	yes	yes
[70-80)	1	37	1	9	0	0	0	Cardiology	Circulatory	Other	Diabetes	no	no	no	no	no
[50-60)	3	60	0	23	0	0	0	Missing	Respiratory	Respiratory	Diabetes	no	high	yes	yes	yes
[60-70)	2	1	0	14	0	0	0	Family/GeneralPractice	Respiratory	Other	Diabetes	no	no	yes	yes	no
[50-60)	1	9	5	14	0	1	0	Missing	Circulatory	Circulatory	Circulatory	no	no	no	yes	no
[40-50)	5	63	0	10	0	0	0	Missing	Other	Other	Circulatory	no	normal	no	yes	no
[70-80)	5	54	0	23	0	2	0	Missing	Respiratory	Circulatory	Other	no	no	no	no	yes
[50-60)	1	44	0	19	0	0	0	Missing	Respiratory	Circulatory	Circulatory	no	no	yes	yes	no
[50-60)	1	20	0	2	1	1	1	Missing	Musculoskeletal	Other	Circulatory	no	no	no	no	yes
[80-90)	6	58	0	17	0	0	0	InternalMedicine	Respiratory	Circulatory	Other	no	no	no	no	no
[90-100)	3	59	0	5	0	0	0	Missing	Other	Other	Circulatory	no	no	no	no	no
[90-100)	6	58	1	17	0	0	0	Emergency/Trauma	Circulatory	Circulatory	Circulatory	no	normal	yes	yes	no
[70-80)	5	75	1	18	1	3	0	InternalMedicine	Other	Other	Other	no	no	no	yes	yes
[80-90)	5	49	2	16	0	2	0	Surgery	Diabetes	Other	Other	no	no	no	no	yes
[80-90)	6	30	0	12	0	0	0	Missing	Other	Circulatory	Injury	no	no	yes	yes	yes
[60-70)	5	44	0	17	0	1	1	InternalMedicine	Respiratory	Other	Other	no	no	no	yes	no
[70-80)	8	24	0	21	0	0	0	Other	Respiratory	Other	Other	high	no	yes	yes	no
[80-90)	1	78	0	13	0	1	0	Missing	Circulatory	Other	Circulatory	no	no	no	yes	yes
[70-80)	3	30	0	20	1	3	1	Other	Circulatory	Circulatory	Circulatory	no	no	no	yes	yes
[70-80)	9	56	6	21	0	0	0	Emergency/Trauma	Diabetes	Other	Other	no	no	yes	yes	yes
[60-70)	3	59	0	14	0	0	0	Missing	Other	Respiratory	Other	no	no	no	yes	yes
[70-80)	2	59	0	13	4	1	0	Other	Circulatory	Diabetes	Circulatory	no	high	yes	yes	yes
[60-70)	2	67	0	20	4	1	0	Missing	Other	Respiratory	Circulatory	no	no	yes	yes	yes
[50-60)	3	5	0	9	0	3	0	Cardiology	Circulatory	Diabetes	Circulatory	no	no	yes	yes	no
[50-60)	3	30	1	13	1	0	0	Missing	Injury	Circulatory	Other	no	no	no	yes	no
[50-60)	2	41	1	25	0	0	0	Other	Other	Circulatory	Digestive	no	no	no	yes	no
[50-60)	2	36	5	20	0	0	0	Cardiology	Circulatory	Circulatory	Other	no	no	no	no	yes
[60-70)	12	48	3	38	0	0	0	InternalMedicine	Other	Other	Circulatory	no	no	yes	yes	yes
[60-70)	6	45	0	12	0	0	0	Family/GeneralPractice	Respiratory	Circulatory	Respiratory	no	no	no	yes	no
[50-60)	11	12	0	13	0	1	0	Other	Other	Circulatory	Diabetes	no	no	no	yes	yes
[70-80)	4	59	1	10	0	0	0	Other	Other	Other	Musculoskeletal	no	no	yes	yes	yes
[50-60)	6	61	0	36	3	3	1	Missing	Respiratory	Other	Diabetes	no	no	yes	yes	yes
[70-80)	2	9	3	16	0	0	0	Cardiology	Respiratory	Circulatory	Other	no	no	no	no	no
[60-70)	3	52	0	13	0	1	0	Missing	Digestive	Other	Other	no	no	yes	yes	no
[70-80)	2	49	0	17	0	1	0	Other	Circulatory	Circulatory	Circulatory	no	no	no	yes	yes
[70-80)	11	68	4	34	0	0	0	Missing	Respiratory	Respiratory	Respiratory	no	normal	yes	yes	no
[50-60)	4	62	3	12	0	0	0	Missing	Diabetes	Other	Other	no	high	yes	yes	yes
[60-70)	5	32	4	11	0	0	0	Cardiology	Circulatory	Circulatory	Respiratory	no	no	no	yes	no
[60-70)	3	39	1	25	1	0	0	Surgery	Circulatory	Circulatory	Other	no	no	yes	yes	no
[80-90)	11	44	0	15	0	1	0	InternalMedicine	Circulatory	Circulatory	Other	no	no	yes	yes	yes
[50-60)	11	1	1	8	0	0	0	Emergency/Trauma	Respiratory	Other	Respiratory	no	no	yes	yes	no
[70-80)	3	39	0	19	0	1	0	Cardiology	Circulatory	Circulatory	Circulatory	no	no	no	yes	no
[60-70)	6	42	1	18	0	0	0	Other	Respiratory	Circulatory	Other	no	no	yes	yes	yes
[70-80)	2	55	0	9	0	0	0	InternalMedicine	Digestive	Other	Other	no	no	no	yes	no
[40-50)	1	19	6	20	0	0	0	Missing	Circulatory	Circulatory	Other	no	no	yes	yes	yes
[40-50)	6	77	1	22	0	1	0	InternalMedicine	Digestive	Other	Other	no	high	yes	yes	yes
[70-80)	11	21	0	11	0	3	0	Missing	Circulatory	Diabetes	Circulatory	no	no	no	no	no
[50-60)	2	60	4	13	0	0	0	Missing	Diabetes	Digestive	Other	no	no	no	yes	no
[40-50)	5	61	4	15	0	1	0	Missing	Digestive	Digestive	Diabetes	no	no	no	yes	no
[80-90)	7	60	0	19	0	2	0	Cardiology	Circulatory	Circulatory	Respiratory	no	no	no	yes	yes
[70-80)	3	40	1	13	0	3	0	InternalMedicine	Other	Diabetes	Respiratory	no	no	yes	yes	yes
[80-90)	2	3	1	12	0	1	0	Other	Musculoskeletal	Other	Diabetes	no	no	no	no	no
[60-70)	14	88	3	26	0	0	0	Missing	Other	Other	Circulatory	no	no	yes	yes	yes
[50-60)	5	46	4	13	0	0	1	Emergency/Trauma	Diabetes	Circulatory	Other	no	high	yes	yes	no
[70-80)	2	42	0	10	0	0	0	InternalMedicine	Respiratory	Other	Respiratory	no	no	no	no	no
[60-70)	4	1	5	20	0	0	0	Cardiology	Circulatory	Other	Diabetes	no	no	no	yes	no
[50-60)	1	50	0	9	0	0	3	Emergency/Trauma	Digestive	Diabetes	Other	no	no	no	yes	yes
[60-70)	7	61	0	19	1	6	0	Emergency/Trauma	Circulatory	Other	Other	no	no	yes	yes	yes
[70-80)	3	28	2	14	0	2	0	Other	Musculoskeletal	Circulatory	Diabetes	no	no	no	yes	yes
[60-70)	2	7	2	20	1	0	0	Missing	Other	Circulatory	Diabetes	no	no	no	no	no
[60-70)	6	37	1	27	0	0	0	Missing	Other	Respiratory	Diabetes	no	no	yes	yes	no
[90-100)	9	25	2	31	0	0	0	Family/GeneralPractice	Respiratory	Respiratory	Respiratory	high	no	yes	yes	no
[70-80)	6	45	1	20	0	1	0	Other	Circulatory	Diabetes	Circulatory	no	no	yes	yes	no
[70-80)	11	56	1	12	0	2	0	InternalMedicine	Diabetes	Circulatory	Respiratory	no	no	no	yes	no
[60-70)	7	46	1	25	0	0	1	Family/GeneralPractice	Digestive	Digestive	Diabetes	no	normal	yes	yes	yes
[60-70)	11	59	6	57	0	0	0	Missing	Circulatory	Circulatory	Circulatory	no	high	yes	yes	yes
[50-60)	1	45	2	4	0	0	0	Missing	Other	Circulatory	Digestive	no	no	no	yes	no
[60-70)	1	50	0	6	0	0	0	Emergency/Trauma	Other	Other	Circulatory	no	no	yes	yes	no
[50-60)	7	56	1	31	0	0	0	Family/GeneralPractice	Digestive	Digestive	Other	no	no	yes	yes	no
[80-90)	9	62	3	8	0	0	0	Missing	Other	Other	Respiratory	no	normal	no	no	yes
[40-50)	7	58	1	13	0	0	0	Missing	Injury	Diabetes	Other	no	no	yes	yes	no
[60-70)	7	20	6	21	0	1	0	Missing	Circulatory	Respiratory	Diabetes	no	no	no	yes	no
[50-60)	14	71	6	56	0	0	0	Other	Circulatory	Injury	Other	no	no	yes	yes	no
[50-60)	1	35	1	5	10	0	0	InternalMedicine	Circulatory	Other	Diabetes	no	no	no	no	yes
[40-50)	4	19	0	3	0	0	0	Missing	Diabetes	Missing	Missing	no	no	no	yes	no

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