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)	2	44	4	12	0	0	0	Surgery	Digestive	Digestive	Circulatory	no	no	no	no	no
[40-50)	6	40	4	16	0	0	0	Family/GeneralPractice	Other	Other	Respiratory	no	no	yes	yes	yes
[70-80)	12	31	2	21	1	3	0	InternalMedicine	Other	Digestive	Other	no	no	no	no	yes
[70-80)	3	28	1	8	0	0	0	Missing	Other	Other	Other	no	no	yes	yes	yes
[70-80)	3	1	1	10	0	0	0	Missing	Circulatory	Other	Circulatory	no	no	no	yes	yes
[40-50)	1	4	2	17	0	2	0	Missing	Other	Diabetes	Circulatory	no	no	no	no	yes
[50-60)	2	73	2	15	0	3	0	Missing	Digestive	Circulatory	Circulatory	no	high	yes	yes	yes
[80-90)	3	54	0	11	0	2	1	Missing	Other	Other	Circulatory	no	no	yes	yes	no
[50-60)	6	69	1	17	0	0	0	Missing	Injury	Musculoskeletal	Other	no	normal	yes	yes	no
[40-50)	2	58	1	19	0	0	0	Cardiology	Digestive	Other	Other	no	high	yes	yes	yes
[90-100)	4	53	0	9	0	1	0	InternalMedicine	Injury	Circulatory	Other	no	no	no	no	no
[60-70)	2	49	0	14	0	1	0	InternalMedicine	Circulatory	Circulatory	Respiratory	no	no	no	yes	yes
[80-90)	2	31	3	24	0	0	0	Emergency/Trauma	Injury	Diabetes	Respiratory	no	no	no	yes	no
[80-90)	8	22	0	16	0	1	0	Surgery	Digestive	Diabetes	Circulatory	high	no	yes	yes	yes
[80-90)	3	65	0	14	0	0	0	Emergency/Trauma	Circulatory	Other	Other	no	no	yes	yes	yes
[40-50)	1	23	2	19	0	2	0	Missing	Circulatory	Diabetes	Other	no	no	yes	yes	no
[40-50)	2	39	1	17	0	3	0	Missing	Other	Other	Diabetes	no	no	no	yes	no
[50-60)	6	25	0	17	0	0	0	Other	Other	Digestive	Other	normal	no	no	no	yes
[80-90)	2	53	0	14	0	0	0	InternalMedicine	Circulatory	Circulatory	Other	no	high	no	yes	no
[80-90)	4	44	1	12	0	0	0	Emergency/Trauma	Other	Other	Other	no	no	yes	yes	no
[40-50)	2	10	0	7	0	0	0	Cardiology	Circulatory	Circulatory	Diabetes	no	no	no	no	yes
[70-80)	5	43	0	16	0	1	0	Missing	Circulatory	Circulatory	Circulatory	no	no	no	no	no
[70-80)	2	54	0	16	0	0	0	Missing	Injury	Other	Diabetes	no	no	yes	yes	yes
[80-90)	8	53	1	25	0	0	0	Missing	Respiratory	Circulatory	Other	no	no	no	yes	yes
[60-70)	3	37	0	5	0	1	0	Family/GeneralPractice	Digestive	Other	Diabetes	no	no	no	yes	no
[80-90)	5	46	0	15	0	3	1	Emergency/Trauma	Circulatory	Other	Respiratory	no	no	yes	yes	no
[40-50)	8	27	0	11	0	0	0	Missing	Other	Circulatory	Other	no	high	yes	yes	yes
[50-60)	4	42	6	23	0	2	0	InternalMedicine	Injury	Circulatory	Other	no	high	yes	yes	yes
[50-60)	9	72	2	32	0	0	0	Missing	Digestive	Circulatory	Digestive	no	no	yes	yes	no
[60-70)	9	73	6	42	0	0	0	Missing	Circulatory	Circulatory	Diabetes	no	no	yes	yes	yes
[80-90)	1	32	0	11	4	0	0	Missing	Other	Other	Diabetes	no	no	yes	yes	no
[40-50)	6	63	1	18	5	9	5	Missing	Other	Other	Other	no	no	no	yes	yes
[80-90)	4	24	0	20	0	0	0	Cardiology	Respiratory	Circulatory	Other	normal	no	no	no	no
[60-70)	2	52	2	17	0	0	0	Missing	Other	Injury	Digestive	no	no	no	yes	yes
[40-50)	2	57	3	16	0	0	0	Emergency/Trauma	Circulatory	Circulatory	Circulatory	no	no	yes	yes	no
[70-80)	1	38	3	19	0	1	0	Surgery	Diabetes	Circulatory	Other	no	no	yes	yes	yes
[80-90)	3	47	0	10	0	3	0	Missing	Digestive	Other	Circulatory	no	no	no	yes	yes
[90-100)	2	42	0	9	0	3	0	InternalMedicine	Respiratory	Respiratory	Other	no	no	no	yes	no
[60-70)	5	46	0	16	0	0	0	InternalMedicine	Respiratory	Respiratory	Respiratory	no	no	yes	yes	no
[70-80)	4	3	0	21	1	0	0	Missing	Injury	Other	Other	no	no	yes	yes	yes
[80-90)	2	59	0	10	0	1	1	Missing	Other	Other	Other	no	high	yes	yes	yes
[70-80)	7	55	3	19	0	0	0	Surgery	Circulatory	Other	Respiratory	no	no	yes	yes	no
[60-70)	3	54	0	12	5	2	1	Missing	Respiratory	Circulatory	Circulatory	no	no	no	yes	yes
[50-60)	1	17	0	3	1	1	0	Missing	Injury	Diabetes	Circulatory	high	no	no	yes	no
[70-80)	1	69	1	12	1	1	0	Missing	Diabetes	Other	Digestive	no	no	yes	yes	no
[70-80)	3	70	0	7	0	0	1	Missing	Respiratory	Respiratory	Other	no	no	no	no	no
[50-60)	12	55	5	25	0	0	0	Missing	Circulatory	Other	Diabetes	no	high	no	yes	no
[80-90)	3	42	0	20	0	0	0	InternalMedicine	Respiratory	Diabetes	Musculoskeletal	no	no	no	yes	yes
[70-80)	1	34	4	12	0	0	0	Missing	Circulatory	Other	Diabetes	no	no	no	yes	no
[60-70)	3	35	0	15	0	3	0	Family/GeneralPractice	Respiratory	Diabetes	Circulatory	no	no	yes	yes	yes
[70-80)	3	55	1	13	3	2	0	Missing	Other	Diabetes	Circulatory	no	no	yes	yes	yes
[70-80)	5	47	0	24	0	1	0	Missing	Other	Other	Diabetes	no	no	yes	yes	yes
[90-100)	5	59	0	24	0	0	0	Missing	Respiratory	Circulatory	Circulatory	no	no	yes	yes	no
[80-90)	6	63	0	15	0	1	0	Family/GeneralPractice	Circulatory	Other	Diabetes	no	no	no	yes	yes
[40-50)	9	35	3	24	0	0	0	InternalMedicine	Diabetes	Other	Other	no	no	yes	yes	no
[60-70)	1	46	0	5	0	0	0	Other	Other	Diabetes	Circulatory	no	no	yes	yes	no
[60-70)	2	35	3	14	0	0	0	Cardiology	Respiratory	Circulatory	Other	no	no	no	yes	no
[60-70)	3	5	1	17	0	0	0	Missing	Musculoskeletal	Respiratory	Other	no	no	no	yes	yes
[50-60)	11	46	4	30	0	1	0	Other	Injury	Musculoskeletal	Other	no	no	no	no	no
[70-80)	4	37	2	15	0	1	1	Missing	Digestive	Digestive	Diabetes	no	no	yes	yes	no
[60-70)	12	39	2	13	0	0	0	Missing	Injury	Digestive	Diabetes	no	no	no	yes	no
[70-80)	2	34	0	11	0	0	0	Missing	Circulatory	Other	Circulatory	no	normal	no	yes	yes
[40-50)	1	49	0	9	0	1	0	Missing	Respiratory	Circulatory	Circulatory	no	normal	no	yes	yes
[70-80)	4	47	0	21	0	1	0	Missing	Other	Other	Other	no	no	yes	yes	yes
[60-70)	1	15	4	16	1	0	0	Cardiology	Circulatory	Circulatory	Circulatory	no	no	no	yes	yes
[40-50)	3	66	0	11	0	0	0	Other	Diabetes	Other	Diabetes	no	high	no	yes	no
[80-90)	7	57	0	13	0	0	0	Missing	Respiratory	Circulatory	Diabetes	no	no	no	no	no
[60-70)	1	12	0	3	0	0	0	Missing	Other	Diabetes	Other	no	high	no	no	no
[60-70)	2	55	0	14	0	1	0	InternalMedicine	Diabetes	Circulatory	Other	no	no	yes	yes	yes
[50-60)	8	64	0	13	0	0	0	Missing	Other	Other	Diabetes	no	normal	no	yes	yes
[80-90)	1	42	0	8	1	0	0	InternalMedicine	Respiratory	Diabetes	Circulatory	no	no	no	yes	no
[50-60)	2	57	0	12	0	2	1	Emergency/Trauma	Other	Diabetes	Other	no	high	yes	yes	yes
[60-70)	5	53	4	30	0	0	0	Missing	Circulatory	Diabetes	Circulatory	no	no	no	yes	no
[50-60)	3	53	0	27	1	0	0	Missing	Other	Other	Other	no	no	yes	yes	yes
[60-70)	4	58	0	19	1	4	1	Missing	Diabetes	Other	Circulatory	no	no	no	yes	yes
[70-80)	11	47	4	23	1	0	0	Surgery	Diabetes	Other	Circulatory	no	no	yes	yes	no
[60-70)	1	43	0	11	0	0	2	Missing	Circulatory	Other	Circulatory	no	no	yes	yes	yes
[50-60)	1	44	0	8	0	0	0	Cardiology	Respiratory	Diabetes	Circulatory	no	no	yes	yes	no
[60-70)	1	36	0	4	0	0	0	Missing	Other	Other	Digestive	no	no	no	yes	no
[80-90)	7	50	0	15	1	0	0	Missing	Other	Other	Diabetes	no	no	yes	yes	no
[70-80)	1	41	0	11	0	1	0	Missing	Respiratory	Other	Circulatory	no	no	yes	yes	no
[70-80)	2	1	3	11	0	0	0	Emergency/Trauma	Circulatory	Other	Other	no	no	no	no	yes
[70-80)	6	68	2	16	0	1	0	Emergency/Trauma	Digestive	Other	Diabetes	no	no	yes	yes	no
[60-70)	3	48	0	15	0	0	0	Missing	Digestive	Other	Other	no	no	yes	yes	yes
[60-70)	7	62	1	28	0	0	0	Emergency/Trauma	Other	Other	Circulatory	no	no	yes	yes	yes
[50-60)	1	9	1	7	0	0	0	Missing	Other	Respiratory	Diabetes	normal	no	no	no	no
[40-50)	1	5	0	6	0	0	0	InternalMedicine	Circulatory	Diabetes	Other	no	no	no	yes	no
[70-80)	3	42	0	11	2	0	0	Missing	Diabetes	Digestive	Other	no	no	yes	yes	yes
[70-80)	9	73	1	16	0	3	0	InternalMedicine	Respiratory	Circulatory	Circulatory	no	no	no	yes	yes
[60-70)	2	47	3	11	1	0	0	Missing	Other	Digestive	Digestive	no	high	yes	yes	yes
[50-60)	4	38	5	22	0	0	0	InternalMedicine	Circulatory	Circulatory	Respiratory	no	normal	no	yes	no
[80-90)	2	39	0	3	0	2	0	InternalMedicine	Digestive	Circulatory	Diabetes	normal	no	no	no	yes
[60-70)	3	36	1	13	0	0	0	Missing	Other	Other	Diabetes	no	no	no	yes	no
[50-60)	1	54	0	6	0	0	0	Missing	Other	Other	Diabetes	no	no	no	no	yes
[60-70)	9	1	1	25	0	0	0	Emergency/Trauma	Respiratory	Circulatory	Diabetes	no	no	yes	yes	yes
[60-70)	6	45	2	18	0	0	0	InternalMedicine	Other	Digestive	Other	no	no	no	yes	no
[70-80)	3	2	2	10	0	0	0	Emergency/Trauma	Digestive	Other	Other	no	no	no	no	yes
[70-80)	2	31	2	27	1	2	0	Missing	Musculoskeletal	Other	Diabetes	no	no	no	yes	yes
[50-60)	4	49	1	17	0	0	0	Surgery	Musculoskeletal	Digestive	Digestive	no	no	no	no	no
[80-90)	4	37	0	14	0	0	0	Family/GeneralPractice	Circulatory	Circulatory	Circulatory	no	high	yes	yes	no

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