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
[90-100)	9	26	1	29	0	0	0	Missing	Circulatory	Circulatory	Circulatory	normal	no	no	no	yes
[70-80)	3	48	0	11	0	0	0	Missing	Diabetes	Other	Circulatory	no	no	yes	yes	no
[60-70)	3	7	3	15	2	0	0	Missing	Other	Diabetes	Circulatory	no	no	yes	yes	yes
[70-80)	3	41	4	11	1	0	0	Missing	Circulatory	Circulatory	Circulatory	no	no	no	yes	no
[70-80)	4	48	2	11	0	1	0	Surgery	Circulatory	Other	Circulatory	no	no	no	no	no
[50-60)	6	51	0	8	13	0	1	Missing	Diabetes	Other	Circulatory	no	no	yes	yes	yes
[40-50)	10	61	1	27	0	0	0	Other	Diabetes	Other	Digestive	no	high	no	yes	no
[70-80)	4	24	6	18	0	0	0	Missing	Circulatory	Circulatory	Diabetes	no	no	yes	yes	no
[70-80)	3	1	0	15	0	0	1	Missing	Other	Diabetes	Injury	no	no	no	yes	no
[80-90)	7	70	1	22	0	1	1	InternalMedicine	Circulatory	Other	Musculoskeletal	no	no	yes	yes	no
[40-50)	6	23	5	21	5	0	0	Missing	Other	Diabetes	Digestive	high	no	yes	yes	no
[60-70)	12	25	1	29	0	1	0	Missing	Other	Circulatory	Circulatory	high	no	yes	yes	yes
[70-80)	6	70	0	8	0	0	1	Missing	Other	Other	Other	no	high	no	yes	yes
[70-80)	1	9	6	12	0	0	0	Other	Circulatory	Circulatory	Diabetes	no	no	no	no	yes
[70-80)	4	12	0	17	0	0	0	Missing	Circulatory	Circulatory	Other	normal	no	yes	yes	yes
[40-50)	3	54	2	21	2	0	0	Missing	Digestive	Digestive	Digestive	no	no	no	no	yes
[50-60)	8	38	3	26	0	1	0	Missing	Digestive	Other	Other	no	no	no	no	no
[60-70)	7	60	1	11	0	1	0	Missing	Circulatory	Other	Circulatory	no	no	yes	yes	yes
[80-90)	9	31	1	14	0	0	0	Missing	Other	Other	Musculoskeletal	no	no	no	yes	yes
[70-80)	2	32	2	11	0	0	0	Surgery	Circulatory	Circulatory	Other	no	no	yes	yes	no
[60-70)	11	60	4	23	0	3	0	Missing	Other	Circulatory	Other	no	no	no	yes	no
[60-70)	1	59	0	8	0	2	0	InternalMedicine	Circulatory	Circulatory	Circulatory	no	no	no	yes	yes
[60-70)	2	37	0	8	0	2	0	Family/GeneralPractice	Digestive	Digestive	Diabetes	no	no	no	no	yes
[80-90)	11	11	0	8	0	1	0	Missing	Other	Circulatory	Diabetes	no	no	yes	yes	yes
[60-70)	4	68	0	14	0	1	0	Cardiology	Respiratory	Circulatory	Circulatory	no	no	no	yes	no
[60-70)	8	44	0	12	0	0	0	Missing	Injury	Digestive	Other	no	normal	no	no	no
[40-50)	4	69	0	11	0	0	0	InternalMedicine	Other	Respiratory	Diabetes	no	high	no	yes	no
[50-60)	7	59	3	16	0	2	0	InternalMedicine	Other	Other	Diabetes	no	high	yes	yes	yes
[40-50)	3	37	2	19	1	1	4	Other	Digestive	Other	Circulatory	no	no	no	yes	yes
[70-80)	6	61	0	18	0	0	0	Missing	Respiratory	Circulatory	Circulatory	no	no	yes	yes	yes
[60-70)	5	53	4	23	0	0	0	Missing	Circulatory	Respiratory	Circulatory	no	no	no	yes	no
[70-80)	3	54	0	19	5	2	0	Missing	Circulatory	Other	Circulatory	no	normal	no	yes	no
[80-90)	10	68	1	21	0	1	0	Missing	Other	Circulatory	Circulatory	no	no	yes	yes	yes
[70-80)	6	1	0	7	0	0	0	Emergency/Trauma	Diabetes	Other	Other	no	no	yes	yes	yes
[90-100)	1	41	0	7	1	0	1	InternalMedicine	Digestive	Circulatory	Circulatory	no	no	no	yes	yes
[40-50)	7	1	0	18	1	2	2	Other	Other	Other	Other	no	no	yes	yes	yes
[70-80)	4	52	0	16	0	1	0	Missing	Respiratory	Circulatory	Other	no	no	yes	yes	no
[80-90)	2	26	1	17	1	1	0	Missing	Circulatory	Circulatory	Circulatory	high	no	yes	yes	yes
[70-80)	6	22	0	17	0	0	0	Family/GeneralPractice	Circulatory	Respiratory	Circulatory	high	no	yes	yes	yes
[50-60)	3	57	1	12	0	0	0	Surgery	Diabetes	Circulatory	Diabetes	no	no	no	yes	no
[80-90)	6	55	0	16	0	0	0	Cardiology	Circulatory	Circulatory	Circulatory	no	no	yes	yes	yes
[50-60)	7	38	1	14	0	0	0	InternalMedicine	Other	Other	Other	no	high	yes	yes	no
[70-80)	4	33	0	21	0	3	0	Missing	Circulatory	Other	Circulatory	no	no	no	yes	yes
[50-60)	4	42	5	13	0	2	0	InternalMedicine	Circulatory	Circulatory	Diabetes	no	no	no	yes	yes
[50-60)	9	60	0	21	0	1	0	Missing	Circulatory	Circulatory	Respiratory	no	normal	no	yes	yes
[60-70)	5	57	1	22	0	0	0	Missing	Digestive	Other	Diabetes	no	no	yes	yes	yes
[50-60)	5	50	4	23	0	0	0	Missing	Circulatory	Other	Circulatory	no	no	yes	yes	no
[40-50)	10	39	2	22	0	2	0	Other	Circulatory	Circulatory	Circulatory	no	no	yes	yes	no
[60-70)	2	48	0	7	0	0	0	Missing	Other	Digestive	Other	no	no	no	yes	no
[70-80)	8	72	2	18	0	2	0	Missing	Other	Other	Other	no	no	yes	yes	no
[50-60)	5	51	6	28	0	1	0	Cardiology	Circulatory	Circulatory	Diabetes	no	no	yes	yes	yes
[60-70)	8	57	0	12	0	6	1	Other	Circulatory	Other	Diabetes	no	no	no	yes	yes
[60-70)	4	47	3	26	0	0	1	Surgery	Other	Circulatory	Other	no	no	yes	yes	yes
[70-80)	2	62	0	15	0	0	0	Family/GeneralPractice	Respiratory	Other	Other	no	no	no	no	yes
[70-80)	2	28	0	9	0	1	0	Emergency/Trauma	Other	Other	Other	no	no	no	yes	yes
[60-70)	6	61	0	27	0	0	0	Missing	Other	Circulatory	Diabetes	no	no	no	yes	yes
[60-70)	3	40	2	12	0	0	0	Family/GeneralPractice	Digestive	Digestive	Other	no	no	no	no	no
[80-90)	3	33	4	19	0	0	0	Other	Other	Other	Other	no	no	yes	yes	no
[80-90)	2	18	2	14	0	0	0	Cardiology	Circulatory	Respiratory	Circulatory	normal	no	no	no	no
[60-70)	10	35	0	20	0	2	0	Missing	Diabetes	Circulatory	Circulatory	no	no	no	no	yes
[80-90)	2	9	0	8	0	0	0	Missing	Other	Other	Circulatory	no	no	no	yes	no
[80-90)	7	55	0	19	0	0	0	Missing	Circulatory	Other	Circulatory	no	high	yes	yes	yes
[70-80)	5	41	0	10	0	1	0	Missing	Circulatory	Diabetes	Circulatory	no	high	yes	yes	yes
[80-90)	3	55	0	17	0	1	0	Missing	Circulatory	Other	Diabetes	no	no	no	no	yes
[60-70)	4	27	2	17	0	0	0	Missing	Circulatory	Other	Other	no	no	no	no	yes
[80-90)	4	59	0	11	4	0	0	Surgery	Injury	Injury	Other	no	no	no	no	yes
[90-100)	2	63	0	12	0	7	0	Family/GeneralPractice	Diabetes	Circulatory	Other	no	no	yes	yes	yes
[80-90)	3	35	0	15	2	4	0	Other	Other	Circulatory	Other	no	no	no	no	yes
[70-80)	2	61	0	12	2	0	2	Missing	Circulatory	Other	Respiratory	no	no	yes	yes	yes
[70-80)	5	17	1	13	1	0	0	Surgery	Circulatory	Injury	Circulatory	normal	no	yes	yes	no
[80-90)	2	1	0	13	0	0	0	Family/GeneralPractice	Diabetes	Circulatory	Circulatory	no	no	no	yes	yes
[50-60)	4	42	0	19	0	0	0	Missing	Respiratory	Respiratory	Circulatory	no	no	no	no	no
[50-60)	1	1	0	12	0	1	0	Missing	Respiratory	Other	Circulatory	no	no	no	no	yes
[60-70)	8	78	6	28	0	2	1	Emergency/Trauma	Digestive	Diabetes	Respiratory	no	no	yes	yes	no
[70-80)	9	25	3	16	0	2	0	InternalMedicine	Circulatory	Circulatory	Diabetes	no	no	yes	yes	yes
[50-60)	1	41	0	11	1	0	1	Missing	Other	Other	Circulatory	no	no	no	yes	no
[70-80)	1	56	1	7	0	0	0	Missing	Injury	Diabetes	Musculoskeletal	no	no	no	yes	yes
[50-60)	6	95	0	26	0	0	0	Emergency/Trauma	Diabetes	Digestive	Other	no	no	yes	yes	no
[60-70)	4	44	6	27	0	0	0	Other	Circulatory	Other	Circulatory	no	no	yes	yes	no
[70-80)	1	47	0	8	0	0	0	Missing	Other	Other	Circulatory	no	no	no	yes	no
[70-80)	7	43	5	30	0	0	0	Missing	Circulatory	Injury	Circulatory	no	no	yes	yes	no
[60-70)	10	48	6	42	0	0	0	Surgery	Digestive	Other	Circulatory	no	no	no	yes	no
[50-60)	3	41	2	24	3	7	5	Emergency/Trauma	Digestive	Circulatory	Other	no	no	yes	yes	yes
[60-70)	6	55	1	19	0	1	0	Family/GeneralPractice	Digestive	Other	Circulatory	no	no	yes	yes	yes
[50-60)	4	48	0	16	0	0	0	Emergency/Trauma	Circulatory	Respiratory	Circulatory	no	no	yes	yes	yes
[80-90)	2	8	2	11	0	1	0	Cardiology	Circulatory	Circulatory	Other	no	no	no	no	yes
[80-90)	1	1	2	13	1	0	0	Missing	Circulatory	Diabetes	Other	no	no	no	no	no
[50-60)	5	83	0	31	0	1	0	Emergency/Trauma	Other	Other	Diabetes	no	no	yes	yes	yes
[70-80)	2	39	3	16	0	0	0	Missing	Circulatory	Respiratory	Circulatory	no	no	yes	yes	no
[90-100)	3	11	0	15	0	1	0	Missing	Circulatory	Other	Diabetes	normal	no	no	no	yes
[70-80)	1	50	0	23	0	1	1	Missing	Circulatory	Other	Circulatory	no	no	yes	yes	yes
[60-70)	11	73	1	31	0	1	0	Missing	Other	Digestive	Other	no	no	yes	yes	no
[40-50)	4	33	0	14	0	1	0	Other	Other	Other	Respiratory	no	no	yes	yes	no
[50-60)	6	73	0	17	2	1	1	Other	Other	Other	Other	no	no	yes	yes	yes
[60-70)	7	39	0	6	0	0	1	Family/GeneralPractice	Digestive	Other	Other	no	no	no	yes	no
[50-60)	3	34	0	13	0	0	0	InternalMedicine	Circulatory	Circulatory	Diabetes	no	no	yes	yes	no
[70-80)	2	49	3	13	0	1	0	Other	Respiratory	Diabetes	Circulatory	no	no	no	yes	yes
[80-90)	1	37	0	13	0	0	1	Missing	Circulatory	Circulatory	Other	no	no	yes	yes	no
[80-90)	9	54	6	14	0	1	0	Emergency/Trauma	Injury	Other	Other	no	no	yes	yes	yes
[70-80)	4	63	0	19	3	0	1	Missing	Injury	Other	Circulatory	no	high	yes	yes	yes

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