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)	5	51	6	25	0	2	0	Missing	Circulatory	Circulatory	Circulatory	no	no	yes	yes	yes
[40-50)	3	33	2	11	1	0	1	Other	Diabetes	Circulatory	Other	no	no	yes	yes	yes
[70-80)	10	63	0	20	0	0	0	InternalMedicine	Diabetes	Circulatory	Other	no	no	no	yes	yes
[80-90)	6	41	0	11	0	0	0	Missing	Circulatory	Other	Respiratory	no	no	no	yes	no
[80-90)	6	49	2	24	0	3	0	Emergency/Trauma	Circulatory	Digestive	Circulatory	no	no	yes	yes	no
[50-60)	2	66	3	18	0	0	0	Other	Other	Other	Other	no	no	no	yes	no
[60-70)	4	49	6	18	0	0	0	Missing	Circulatory	Circulatory	Other	no	no	no	no	yes
[50-60)	2	12	0	7	0	0	0	Missing	Other	Circulatory	Diabetes	no	no	no	yes	no
[40-50)	2	59	1	6	0	0	0	InternalMedicine	Diabetes	Digestive	Other	no	normal	yes	yes	yes
[50-60)	4	42	1	21	0	0	0	Missing	Diabetes	Other	Circulatory	no	no	yes	yes	no
[80-90)	13	55	1	27	0	0	0	Other	Respiratory	Respiratory	Respiratory	no	no	yes	yes	yes
[60-70)	6	43	6	31	0	0	0	Missing	Diabetes	Circulatory	Other	no	no	no	yes	yes
[70-80)	2	43	0	17	0	0	0	Missing	Injury	Respiratory	Respiratory	no	no	yes	yes	no
[50-60)	3	41	0	16	1	1	1	Missing	Respiratory	Other	Respiratory	no	normal	no	yes	yes
[70-80)	6	56	0	25	0	1	0	Missing	Respiratory	Respiratory	Respiratory	no	no	yes	yes	yes
[70-80)	2	3	5	19	0	0	0	Missing	Other	Other	Other	no	no	yes	yes	no
[80-90)	9	73	0	21	0	0	0	InternalMedicine	Circulatory	Respiratory	Circulatory	no	high	no	no	no
[40-50)	2	47	0	12	0	0	0	Missing	Diabetes	Other	Respiratory	no	no	yes	yes	no
[60-70)	2	9	0	12	0	0	0	Missing	Other	Circulatory	Circulatory	no	no	yes	yes	yes
[80-90)	4	8	0	13	0	0	0	Emergency/Trauma	Circulatory	Circulatory	Circulatory	no	no	no	yes	yes
[70-80)	8	65	6	30	0	0	0	Missing	Respiratory	Circulatory	Other	no	normal	no	no	no
[70-80)	2	26	0	15	0	1	0	Missing	Other	Other	Other	no	no	yes	yes	no
[60-70)	7	38	5	20	3	0	0	Cardiology	Circulatory	Respiratory	Circulatory	no	no	no	yes	no
[50-60)	3	66	0	17	0	4	0	Missing	Digestive	Other	Other	no	no	yes	yes	yes
[80-90)	7	53	2	21	0	2	1	Emergency/Trauma	Circulatory	Circulatory	Diabetes	no	no	yes	yes	yes
[40-50)	2	34	0	10	0	0	0	Emergency/Trauma	Musculoskeletal	Other	Musculoskeletal	no	no	yes	yes	no
[60-70)	2	66	0	16	0	1	0	Missing	Circulatory	Other	Other	no	no	yes	yes	yes
[40-50)	1	34	0	8	0	0	0	InternalMedicine	Diabetes	Respiratory	Circulatory	no	no	no	yes	no
[60-70)	6	26	2	23	0	1	0	Family/GeneralPractice	Injury	Other	Musculoskeletal	normal	no	yes	yes	yes
[70-80)	2	25	2	22	0	0	0	Surgery	Diabetes	Other	Musculoskeletal	no	no	yes	yes	yes
[50-60)	2	65	3	17	1	3	1	Cardiology	Injury	Other	Circulatory	no	no	no	yes	yes
[60-70)	2	2	1	22	2	1	2	Missing	Injury	Digestive	Circulatory	no	no	no	yes	no
[70-80)	7	32	4	18	0	0	0	Other	Circulatory	Diabetes	Circulatory	no	no	no	yes	yes
[60-70)	8	66	0	26	2	0	0	Missing	Diabetes	Other	Other	no	no	yes	yes	yes
[80-90)	8	24	1	15	1	1	0	Missing	Other	Circulatory	Circulatory	no	no	yes	yes	yes
[60-70)	12	93	6	58	0	0	0	Cardiology	Circulatory	Circulatory	Circulatory	no	normal	yes	yes	no
[60-70)	2	30	0	12	0	1	0	Missing	Circulatory	Circulatory	Circulatory	no	no	no	yes	no
[60-70)	1	35	0	9	0	0	0	Missing	Circulatory	Other	Diabetes	no	no	no	no	no
[80-90)	2	39	1	10	0	1	0	Other	Other	Circulatory	Diabetes	no	no	no	no	yes
[60-70)	4	47	3	15	0	0	0	Missing	Circulatory	Circulatory	Diabetes	no	no	no	no	no
[40-50)	2	37	2	21	0	0	0	Surgery	Digestive	Digestive	Circulatory	no	no	yes	yes	no
[80-90)	1	31	0	10	1	0	0	Missing	Respiratory	Other	Circulatory	no	no	yes	yes	yes
[40-50)	10	59	0	24	0	0	0	Missing	Respiratory	Respiratory	Other	no	no	yes	yes	no
[70-80)	3	43	0	5	0	1	0	Missing	Injury	Other	Respiratory	no	no	no	yes	yes
[70-80)	1	26	0	10	0	0	0	Missing	Other	Other	Diabetes	no	no	no	yes	no
[80-90)	4	53	0	16	0	0	0	Family/GeneralPractice	Respiratory	Respiratory	Circulatory	no	no	yes	yes	yes
[40-50)	11	26	0	9	0	2	0	Other	Injury	Other	Missing	no	no	no	yes	no
[60-70)	4	47	0	14	0	0	0	InternalMedicine	Circulatory	Respiratory	Other	no	no	yes	yes	yes
[80-90)	5	72	6	25	0	0	0	Missing	Circulatory	Circulatory	Respiratory	no	no	no	no	no
[40-50)	12	39	6	32	0	0	1	Missing	Injury	Circulatory	Injury	no	no	yes	yes	no
[70-80)	5	62	2	18	0	0	0	Missing	Respiratory	Respiratory	Circulatory	no	high	no	yes	no
[70-80)	1	29	2	19	0	0	0	Missing	Other	Respiratory	Other	no	no	yes	yes	no
[80-90)	5	60	0	18	0	0	1	Emergency/Trauma	Circulatory	Circulatory	Circulatory	no	no	no	yes	no
[90-100)	3	32	0	17	0	1	1	Missing	Injury	Other	Other	no	no	yes	yes	yes
[70-80)	11	56	2	8	0	0	0	Missing	Digestive	Other	Respiratory	no	no	yes	yes	no
[60-70)	2	38	0	6	0	0	0	Missing	Digestive	Digestive	Other	no	no	no	no	no
[80-90)	9	57	1	22	0	1	0	InternalMedicine	Digestive	Other	Circulatory	no	no	no	yes	no
[70-80)	13	44	6	17	0	2	0	Family/GeneralPractice	Digestive	Other	Digestive	no	no	yes	yes	yes
[70-80)	12	62	6	42	0	0	0	Other	Circulatory	Injury	Circulatory	no	no	yes	yes	yes
[80-90)	4	26	2	10	0	0	0	InternalMedicine	Circulatory	Circulatory	Circulatory	no	no	yes	yes	no
[70-80)	6	57	0	14	0	0	0	InternalMedicine	Respiratory	Diabetes	Respiratory	no	high	yes	yes	no
[70-80)	2	17	0	6	0	0	2	Cardiology	Circulatory	Other	Other	high	no	no	no	yes
[70-80)	4	32	0	13	0	1	0	Missing	Circulatory	Respiratory	Other	no	no	no	yes	no
[60-70)	3	56	1	8	0	0	0	InternalMedicine	Other	Diabetes	Circulatory	no	no	no	yes	no
[60-70)	2	44	6	17	0	0	0	Missing	Circulatory	Circulatory	Circulatory	no	high	yes	yes	no
[70-80)	9	43	1	20	0	1	0	Missing	Circulatory	Respiratory	Circulatory	no	no	yes	yes	yes
[80-90)	5	18	1	14	0	0	0	Surgery	Other	Diabetes	Missing	normal	no	yes	yes	yes
[90-100)	6	55	2	17	0	0	0	Missing	Injury	Respiratory	Circulatory	no	no	no	no	no
[60-70)	14	51	0	14	0	0	0	Missing	Other	Respiratory	Circulatory	no	no	yes	yes	no
[90-100)	6	66	0	8	0	0	1	Missing	Respiratory	Other	Other	no	no	no	no	no
[60-70)	4	10	0	13	0	0	0	Emergency/Trauma	Respiratory	Other	Other	no	no	yes	yes	no
[60-70)	1	11	0	6	0	0	0	Emergency/Trauma	Respiratory	Circulatory	Circulatory	no	no	no	yes	no
[40-50)	3	43	0	10	0	0	0	Missing	Other	Diabetes	Missing	no	no	no	no	no
[80-90)	8	55	6	27	0	0	0	Other	Circulatory	Circulatory	Other	no	no	no	yes	no
[80-90)	4	63	1	20	0	0	0	Family/GeneralPractice	Circulatory	Other	Respiratory	no	no	yes	yes	no
[70-80)	3	44	0	20	0	0	0	InternalMedicine	Respiratory	Respiratory	Diabetes	no	no	yes	yes	no
[90-100)	7	35	0	21	0	0	2	InternalMedicine	Other	Circulatory	Diabetes	no	no	yes	yes	no
[70-80)	2	53	0	10	0	0	0	Missing	Other	Other	Other	no	no	no	no	no
[40-50)	1	4	3	8	0	2	0	Missing	Injury	Injury	Circulatory	no	no	no	yes	no
[80-90)	1	26	0	12	0	0	1	Missing	Other	Circulatory	Respiratory	no	no	no	yes	yes
[80-90)	2	55	5	28	0	0	0	Other	Circulatory	Diabetes	Circulatory	no	no	yes	yes	no
[60-70)	7	78	0	21	0	1	0	InternalMedicine	Circulatory	Circulatory	Other	no	no	no	yes	yes
[70-80)	11	84	0	13	0	0	0	InternalMedicine	Other	Other	Other	high	high	no	yes	yes
[40-50)	7	58	3	17	0	0	0	Emergency/Trauma	Diabetes	Other	Other	no	no	yes	yes	yes
[50-60)	7	65	0	16	0	1	0	Family/GeneralPractice	Other	Other	Other	no	no	no	yes	no
[60-70)	2	41	0	8	0	0	0	Missing	Other	Other	Circulatory	no	normal	yes	yes	no
[60-70)	1	33	3	13	0	0	0	Missing	Circulatory	Circulatory	Circulatory	no	high	no	yes	no
[60-70)	4	45	0	21	0	0	0	Missing	Circulatory	Circulatory	Other	no	no	yes	yes	yes
[40-50)	5	65	0	16	2	4	0	Missing	Other	Circulatory	Diabetes	no	normal	yes	yes	yes
[60-70)	7	72	0	22	0	0	0	InternalMedicine	Other	Other	Diabetes	no	high	yes	yes	yes
[80-90)	8	53	0	11	0	0	0	Missing	Circulatory	Circulatory	Respiratory	no	high	no	yes	yes
[80-90)	5	46	0	19	0	1	0	Other	Other	Diabetes	Circulatory	no	no	yes	yes	yes
[50-60)	3	48	1	16	0	0	0	InternalMedicine	Digestive	Digestive	Other	no	no	no	no	no
[60-70)	5	68	1	28	2	0	0	InternalMedicine	Respiratory	Other	Respiratory	no	no	no	yes	yes
[40-50)	2	18	3	13	0	0	0	Other	Other	Other	Digestive	no	no	no	yes	no
[60-70)	1	1	3	6	0	0	0	Missing	Circulatory	Circulatory	Respiratory	no	no	no	no	no
[50-60)	2	3	0	15	0	0	0	Missing	Respiratory	Respiratory	Respiratory	no	no	yes	yes	no
[60-70)	7	45	1	8	0	0	0	Family/GeneralPractice	Digestive	Other	Other	no	no	no	no	no
[80-90)	1	27	0	7	0	0	0	InternalMedicine	Other	Other	Circulatory	no	no	no	no	no
[80-90)	5	57	0	19	0	0	0	Family/GeneralPractice	Digestive	Other	Circulatory	no	no	no	yes	no

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