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
[70-80)	2	1	2	5	0	0	0	Other	Other	Other	Diabetes	no	no	no	yes	yes
[50-60)	11	58	3	24	0	3	6	Emergency/Trauma	Circulatory	Other	Other	no	no	yes	yes	yes
[80-90)	3	48	3	22	1	0	0	Missing	Injury	Circulatory	Respiratory	no	no	yes	yes	no
[50-60)	4	50	0	19	0	0	0	Missing	Respiratory	Circulatory	Diabetes	no	normal	yes	yes	yes
[80-90)	4	46	1	11	0	0	0	Cardiology	Respiratory	Circulatory	Other	no	no	no	yes	no
[70-80)	8	49	0	15	0	1	0	Cardiology	Injury	Circulatory	Other	no	no	no	yes	yes
[70-80)	5	67	0	20	9	0	0	Family/GeneralPractice	Other	Other	Circulatory	no	no	no	yes	yes
[70-80)	2	8	4	19	0	0	0	Missing	Circulatory	Circulatory	Respiratory	no	no	yes	yes	no
[60-70)	11	43	6	31	0	0	0	Missing	Injury	Injury	Injury	no	normal	yes	yes	no
[40-50)	3	41	1	26	0	0	0	Missing	Musculoskeletal	Other	Other	no	no	no	yes	no
[50-60)	6	56	1	15	0	0	0	InternalMedicine	Digestive	Digestive	Musculoskeletal	no	no	no	no	no
[80-90)	3	38	0	15	0	0	0	InternalMedicine	Circulatory	Circulatory	Circulatory	no	no	yes	yes	no
[50-60)	7	61	4	14	0	0	0	Cardiology	Other	Circulatory	Circulatory	no	no	no	no	no
[60-70)	1	36	3	27	0	0	0	Surgery	Musculoskeletal	Other	Diabetes	no	no	yes	yes	yes
[60-70)	8	57	3	12	0	0	0	Family/GeneralPractice	Circulatory	Circulatory	Other	no	no	no	yes	yes
[70-80)	6	47	2	31	0	0	1	Missing	Injury	Circulatory	Other	no	no	no	yes	no
[40-50)	4	4	2	14	0	0	0	Missing	Other	Other	Injury	no	no	no	no	no
[50-60)	2	12	0	6	0	0	0	InternalMedicine	Other	Other	Circulatory	no	no	no	yes	no
[50-60)	5	57	0	12	0	0	0	Missing	Digestive	Diabetes	Digestive	no	no	yes	yes	yes
[60-70)	2	59	1	6	0	0	0	Surgery	Circulatory	Other	Diabetes	no	no	yes	yes	no
[50-60)	4	17	0	16	1	0	0	Missing	Respiratory	Respiratory	Other	normal	no	yes	yes	no
[60-70)	7	75	6	50	0	0	0	Missing	Circulatory	Circulatory	Circulatory	no	no	yes	yes	no
[60-70)	13	41	0	20	0	0	0	InternalMedicine	Other	Diabetes	Circulatory	no	high	no	yes	no
[70-80)	9	26	1	22	1	0	1	Family/GeneralPractice	Circulatory	Respiratory	Other	high	no	yes	yes	yes
[60-70)	8	45	3	21	0	2	0	Other	Other	Other	Circulatory	no	no	yes	yes	no
[50-60)	4	45	0	19	0	0	0	Cardiology	Circulatory	Other	Diabetes	no	high	no	yes	no
[70-80)	5	58	3	22	0	0	0	InternalMedicine	Digestive	Other	Other	no	no	yes	yes	no
[70-80)	3	37	1	8	0	1	0	Family/GeneralPractice	Circulatory	Circulatory	Circulatory	no	no	no	yes	yes
[50-60)	8	51	3	37	0	1	0	Missing	Circulatory	Respiratory	Other	no	no	yes	yes	no
[60-70)	2	70	0	10	0	0	0	Missing	Respiratory	Circulatory	Diabetes	no	high	no	yes	no
[50-60)	5	89	1	13	0	1	0	InternalMedicine	Digestive	Other	Digestive	no	no	no	no	no
[70-80)	1	10	1	8	0	0	0	Surgery	Digestive	Respiratory	Diabetes	no	no	no	no	no
[80-90)	2	36	1	9	0	0	0	Missing	Digestive	Other	Digestive	no	no	no	yes	no
[60-70)	4	61	6	35	0	0	0	Missing	Circulatory	Circulatory	Circulatory	no	no	yes	yes	no
[60-70)	1	49	4	24	0	0	0	Missing	Digestive	Other	Other	no	no	no	yes	yes
[70-80)	2	25	2	5	3	0	0	Missing	Other	Digestive	Other	no	no	no	yes	yes
[40-50)	1	48	0	13	0	1	0	Missing	Other	Other	Circulatory	no	no	no	no	no
[80-90)	4	67	0	9	0	0	0	Missing	Digestive	Circulatory	Diabetes	no	no	yes	yes	no
[70-80)	4	57	0	14	0	0	0	Family/GeneralPractice	Other	Other	Other	no	no	no	yes	yes
[40-50)	7	54	1	18	0	2	3	Family/GeneralPractice	Other	Other	Other	no	no	yes	yes	no
[50-60)	3	39	1	17	0	3	0	Missing	Other	Other	Other	no	no	yes	yes	yes
[50-60)	4	42	0	12	4	0	0	Other	Other	Other	Diabetes	no	no	no	no	yes
[40-50)	6	1	1	23	0	0	0	Missing	Other	Diabetes	Other	no	no	yes	yes	no
[80-90)	2	66	0	15	0	1	0	Missing	Injury	Other	Other	no	no	yes	yes	no
[60-70)	2	37	1	7	0	0	0	Missing	Digestive	Diabetes	Circulatory	no	no	no	yes	yes
[40-50)	2	28	0	14	2	3	1	Missing	Diabetes	Other	Digestive	no	no	no	no	yes
[60-70)	3	43	0	14	0	1	0	Missing	Diabetes	Circulatory	Circulatory	no	normal	yes	yes	yes
[70-80)	5	47	2	28	0	0	0	InternalMedicine	Injury	Circulatory	Other	no	high	yes	yes	no
[60-70)	4	9	1	19	6	0	0	Missing	Musculoskeletal	Digestive	Circulatory	no	no	yes	yes	no
[80-90)	3	1	0	4	0	0	0	Missing	Respiratory	Other	Other	no	no	no	yes	no
[60-70)	5	72	0	17	0	0	0	InternalMedicine	Respiratory	Circulatory	Other	no	no	yes	yes	no
[50-60)	3	47	5	15	0	0	0	Cardiology	Circulatory	Circulatory	Circulatory	no	no	yes	yes	yes
[60-70)	3	44	0	13	0	2	0	InternalMedicine	Respiratory	Other	Circulatory	no	no	yes	yes	yes
[50-60)	2	46	0	7	0	0	0	Family/GeneralPractice	Respiratory	Diabetes	Circulatory	no	high	no	yes	no
[40-50)	2	50	0	15	0	5	21	Family/GeneralPractice	Diabetes	Other	Other	no	no	yes	yes	yes
[60-70)	8	60	1	15	0	4	0	Missing	Other	Other	Diabetes	no	no	no	no	yes
[40-50)	4	81	2	20	0	0	0	Missing	Circulatory	Other	Diabetes	no	no	yes	yes	no
[50-60)	2	5	0	7	0	0	0	Missing	Digestive	Diabetes	Other	no	no	yes	yes	no
[50-60)	3	51	0	9	0	0	0	InternalMedicine	Other	Diabetes	Diabetes	no	no	no	yes	no
[60-70)	1	48	0	13	0	0	0	Missing	Diabetes	Circulatory	Other	no	normal	yes	yes	yes
[80-90)	5	37	0	12	0	0	0	Missing	Diabetes	Other	Other	no	no	no	yes	no
[80-90)	2	46	0	14	0	0	0	Missing	Circulatory	Other	Circulatory	no	no	no	yes	no
[40-50)	3	15	2	49	1	1	0	Missing	Circulatory	Circulatory	Circulatory	no	high	yes	yes	no
[80-90)	6	39	1	18	0	1	0	InternalMedicine	Injury	Missing	Missing	no	no	no	no	yes
[80-90)	2	43	1	17	0	0	0	InternalMedicine	Circulatory	Other	Other	no	no	yes	yes	yes
[40-50)	1	26	0	14	3	1	1	Family/GeneralPractice	Other	Respiratory	Other	high	no	yes	yes	no
[80-90)	6	25	2	10	0	0	0	Surgery	Circulatory	Circulatory	Respiratory	no	no	no	yes	yes
[50-60)	3	60	1	16	0	0	0	Surgery	Circulatory	Diabetes	Other	no	high	yes	yes	no
[40-50)	3	54	0	24	0	0	0	Missing	Respiratory	Respiratory	Other	no	no	yes	yes	no
[50-60)	3	73	1	15	0	0	0	Missing	Circulatory	Circulatory	Other	no	normal	no	yes	yes
[70-80)	11	93	3	30	1	0	0	Missing	Other	Other	Diabetes	no	no	yes	yes	no
[50-60)	8	44	0	9	0	0	0	Missing	Circulatory	Circulatory	Circulatory	no	high	no	no	no
[70-80)	1	1	1	7	0	1	0	Missing	Other	Other	Diabetes	no	no	no	yes	yes
[40-50)	4	6	0	12	1	0	2	Missing	Diabetes	Other	Respiratory	no	no	yes	yes	yes
[70-80)	9	82	5	30	0	2	0	Missing	Respiratory	Respiratory	Respiratory	no	no	yes	yes	no
[50-60)	9	74	5	60	2	0	0	Missing	Circulatory	Diabetes	Respiratory	no	no	yes	yes	yes
[50-60)	3	18	0	20	0	0	0	Missing	Respiratory	Other	Digestive	normal	no	yes	yes	no
[50-60)	9	65	0	27	1	2	3	Missing	Diabetes	Other	Other	no	no	yes	yes	yes
[50-60)	5	58	2	22	0	0	0	Missing	Digestive	Other	Other	no	no	no	yes	yes
[60-70)	2	43	0	11	0	0	0	Missing	Other	Other	Diabetes	no	no	no	yes	no
[70-80)	5	65	0	15	0	0	0	Missing	Other	Other	Other	no	no	no	yes	yes
[40-50)	1	4	0	14	0	0	1	Other	Circulatory	Circulatory	Diabetes	no	no	no	no	no
[70-80)	4	47	0	18	1	1	1	Other	Musculoskeletal	Circulatory	Respiratory	no	high	yes	yes	yes
[80-90)	11	72	4	19	0	0	0	InternalMedicine	Injury	Other	Missing	no	normal	yes	yes	no
[60-70)	7	1	0	8	0	0	0	Other	Other	Other	Other	no	no	no	yes	no
[60-70)	1	1	0	1	0	0	0	Missing	Other	Other	Other	no	no	no	no	no
[60-70)	2	48	0	8	0	0	0	Missing	Circulatory	Other	Circulatory	no	high	yes	yes	no
[80-90)	1	28	0	13	0	0	0	Missing	Musculoskeletal	Circulatory	Musculoskeletal	no	no	yes	yes	yes
[80-90)	3	48	0	20	0	1	0	Missing	Other	Other	Circulatory	no	no	yes	yes	no
[50-60)	3	46	0	17	0	0	0	InternalMedicine	Circulatory	Diabetes	Other	high	no	no	yes	yes
[90-100)	1	32	2	4	0	1	0	InternalMedicine	Respiratory	Other	Other	no	no	no	no	no
[80-90)	6	43	4	20	0	0	0	Missing	Other	Other	Other	no	no	no	no	no
[60-70)	4	65	3	18	0	0	0	Missing	Respiratory	Other	Other	no	no	no	no	no
[70-80)	4	51	0	8	0	0	0	Family/GeneralPractice	Circulatory	Respiratory	Other	no	no	no	yes	yes
[50-60)	7	46	0	16	0	0	0	Other	Other	Other	Digestive	no	high	yes	yes	no
[80-90)	1	17	0	2	0	0	0	Missing	Other	Circulatory	Diabetes	normal	no	no	no	yes
[70-80)	3	63	0	15	1	3	1	Missing	Other	Circulatory	Other	no	no	no	yes	no
[60-70)	8	68	3	20	0	2	0	Missing	Digestive	Digestive	Other	no	normal	yes	yes	yes
[40-50)	13	26	1	34	0	4	2	Missing	Digestive	Other	Other	high	no	no	yes	yes
[50-60)	2	46	0	7	0	6	0	InternalMedicine	Circulatory	Circulatory	Circulatory	no	no	no	no	yes

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