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)	12	36	2	15	0	0	1	Family/GeneralPractice	Musculoskeletal	Other	Diabetes	no	high	yes	yes	no
[80-90)	1	26	0	17	2	1	0	Missing	Respiratory	Other	Circulatory	no	no	yes	yes	yes
[60-70)	4	30	3	9	0	0	0	Missing	Circulatory	Injury	Circulatory	no	no	no	yes	no
[60-70)	3	1	2	9	0	0	0	Missing	Digestive	Other	Other	no	no	yes	yes	no
[80-90)	5	50	0	24	0	1	0	Missing	Circulatory	Other	Other	no	no	yes	yes	no
[60-70)	2	53	1	4	0	0	0	InternalMedicine	Digestive	Other	Respiratory	no	high	no	no	no
[50-60)	6	2	0	7	0	4	0	Missing	Other	Other	Diabetes	no	no	yes	yes	yes
[60-70)	8	45	2	31	0	1	0	InternalMedicine	Diabetes	Other	Other	no	no	yes	yes	yes
[50-60)	3	12	5	17	0	0	0	Cardiology	Circulatory	Diabetes	Missing	no	high	no	yes	no
[70-80)	6	1	0	15	0	0	0	Other	Other	Other	Diabetes	no	no	yes	yes	no
[70-80)	7	28	3	26	0	0	0	Missing	Other	Circulatory	Respiratory	no	no	no	no	no
[70-80)	7	32	0	18	0	0	0	Emergency/Trauma	Respiratory	Diabetes	Other	no	no	yes	yes	no
[50-60)	1	40	0	8	0	0	0	Family/GeneralPractice	Respiratory	Circulatory	Circulatory	no	no	no	yes	no
[60-70)	2	66	0	17	9	2	0	InternalMedicine	Diabetes	Other	Other	no	no	yes	yes	no
[70-80)	6	54	3	17	0	0	0	InternalMedicine	Respiratory	Respiratory	Other	no	no	no	no	no
[80-90)	13	74	4	31	1	1	0	Missing	Diabetes	Circulatory	Circulatory	no	high	yes	yes	yes
[70-80)	9	50	0	20	0	0	0	Emergency/Trauma	Circulatory	Circulatory	Circulatory	no	high	yes	yes	yes
[50-60)	13	58	1	12	0	0	0	Other	Other	Respiratory	Circulatory	no	no	no	no	yes
[70-80)	2	49	0	15	0	3	0	Emergency/Trauma	Circulatory	Circulatory	Diabetes	no	no	yes	yes	no
[60-70)	6	53	1	16	0	0	0	Cardiology	Circulatory	Circulatory	Diabetes	no	no	yes	yes	no
[60-70)	1	47	0	15	1	2	0	Missing	Circulatory	Circulatory	Circulatory	no	no	yes	yes	no
[70-80)	4	59	0	9	0	1	0	Emergency/Trauma	Other	Other	Other	no	no	yes	yes	no
[70-80)	6	56	1	17	3	1	0	Missing	Digestive	Circulatory	Respiratory	no	no	yes	yes	yes
[70-80)	2	40	0	10	0	1	0	InternalMedicine	Circulatory	Other	Other	no	no	no	yes	no
[80-90)	7	54	2	17	0	1	0	Emergency/Trauma	Respiratory	Respiratory	Other	no	high	yes	yes	no
[60-70)	1	47	0	7	0	1	0	Missing	Other	Other	Circulatory	no	no	yes	yes	no
[60-70)	7	30	1	20	0	3	0	Family/GeneralPractice	Other	Other	Circulatory	no	high	yes	yes	yes
[80-90)	5	73	1	15	0	0	0	Emergency/Trauma	Circulatory	Other	Other	no	no	no	yes	no
[40-50)	2	3	3	17	1	1	0	Surgery	Diabetes	Musculoskeletal	Musculoskeletal	no	no	no	yes	yes
[50-60)	6	58	0	12	0	1	0	InternalMedicine	Digestive	Other	Other	no	no	yes	yes	no
[70-80)	3	1	0	14	1	1	1	Other	Other	Circulatory	Diabetes	no	no	no	yes	yes
[70-80)	8	52	4	23	0	0	0	Missing	Circulatory	Circulatory	Diabetes	no	no	no	no	no
[50-60)	2	51	0	7	0	1	0	Emergency/Trauma	Other	Other	Circulatory	no	no	yes	yes	no
[80-90)	14	60	1	33	0	3	1	InternalMedicine	Digestive	Diabetes	Other	no	no	yes	yes	no
[60-70)	3	58	6	9	0	0	0	Cardiology	Circulatory	Other	Circulatory	no	high	yes	yes	yes
[70-80)	1	54	0	10	0	5	0	Emergency/Trauma	Other	Circulatory	Respiratory	no	no	no	yes	yes
[70-80)	4	26	0	8	0	0	0	Missing	Respiratory	Other	Other	no	no	no	no	yes
[60-70)	7	55	1	18	0	1	0	Missing	Circulatory	Other	Circulatory	no	no	yes	yes	no
[60-70)	5	27	1	24	2	0	0	Other	Musculoskeletal	Musculoskeletal	Diabetes	no	no	yes	yes	no
[70-80)	13	55	1	37	0	0	0	Surgery	Other	Digestive	Other	no	no	yes	yes	yes
[60-70)	3	50	0	9	0	0	0	Missing	Diabetes	Other	Circulatory	no	no	yes	yes	no
[70-80)	2	41	0	13	2	3	0	Missing	Diabetes	Other	Other	no	no	no	no	yes
[70-80)	2	16	0	21	0	0	0	Other	Respiratory	Circulatory	Other	high	no	yes	yes	no
[60-70)	2	40	0	14	1	1	1	InternalMedicine	Digestive	Circulatory	Digestive	no	no	no	no	no
[60-70)	2	16	1	14	0	0	0	Missing	Other	Diabetes	Circulatory	no	no	yes	yes	no
[80-90)	10	49	0	7	0	0	0	Missing	Other	Diabetes	Circulatory	no	high	yes	yes	yes
[70-80)	4	38	0	17	0	0	0	InternalMedicine	Respiratory	Respiratory	Circulatory	no	no	yes	yes	no
[80-90)	3	11	2	19	1	0	0	Missing	Circulatory	Circulatory	Diabetes	high	no	yes	yes	yes
[40-50)	10	57	4	24	0	2	0	Other	Circulatory	Other	Other	no	no	no	yes	yes
[80-90)	3	45	0	11	0	0	0	Missing	Circulatory	Other	Circulatory	no	high	yes	yes	yes
[40-50)	8	57	1	19	0	3	0	Missing	Diabetes	Other	Circulatory	high	no	yes	yes	yes
[40-50)	5	35	4	23	0	0	0	Missing	Digestive	Respiratory	Other	no	no	yes	yes	no
[80-90)	8	71	3	40	0	1	1	Emergency/Trauma	Respiratory	Respiratory	Other	no	no	yes	yes	no
[90-100)	4	51	0	8	0	2	0	InternalMedicine	Other	Other	Diabetes	no	no	no	no	yes
[70-80)	6	61	0	15	2	1	0	Missing	Other	Musculoskeletal	Other	no	no	yes	yes	yes
[70-80)	2	38	0	7	0	0	0	Missing	Digestive	Circulatory	Diabetes	no	no	no	yes	no
[50-60)	2	55	1	23	2	5	3	Family/GeneralPractice	Other	Circulatory	Other	no	high	yes	yes	no
[60-70)	1	5	3	6	0	0	0	Missing	Circulatory	Diabetes	Other	no	no	no	no	yes
[70-80)	7	41	0	26	1	2	0	Other	Other	Other	Other	no	no	no	yes	no
[70-80)	3	23	5	8	0	0	0	Missing	Other	Other	Digestive	no	no	no	yes	no
[70-80)	2	62	1	9	0	0	0	Missing	Circulatory	Circulatory	Circulatory	no	no	yes	yes	yes
[70-80)	3	63	1	9	0	1	1	Emergency/Trauma	Digestive	Other	Circulatory	no	no	no	no	yes
[60-70)	3	69	0	13	0	5	0	Missing	Other	Other	Respiratory	no	no	no	yes	no
[70-80)	3	66	2	19	0	3	0	Missing	Circulatory	Diabetes	Other	no	no	yes	yes	yes
[60-70)	5	48	1	14	0	0	0	Missing	Digestive	Other	Digestive	no	no	no	yes	no
[70-80)	4	17	1	29	3	0	0	Missing	Musculoskeletal	Other	Other	no	no	yes	yes	yes
[40-50)	2	16	0	8	3	3	3	Family/GeneralPractice	Other	Digestive	Diabetes	normal	no	no	yes	yes
[70-80)	1	35	0	8	0	0	0	InternalMedicine	Circulatory	Circulatory	Diabetes	no	high	no	yes	yes
[80-90)	5	68	0	19	0	2	0	Cardiology	Circulatory	Circulatory	Circulatory	no	no	no	yes	yes
[50-60)	3	35	0	11	0	0	0	InternalMedicine	Other	Circulatory	Diabetes	no	no	yes	yes	no
[60-70)	3	43	4	21	0	0	0	Cardiology	Circulatory	Circulatory	Circulatory	no	no	yes	yes	no
[60-70)	5	33	3	19	0	0	0	Missing	Circulatory	Circulatory	Diabetes	no	no	no	yes	no
[40-50)	5	26	0	12	0	0	0	Emergency/Trauma	Other	Diabetes	Other	no	no	yes	yes	yes
[90-100)	7	34	2	11	0	0	0	Missing	Circulatory	Other	Other	no	no	no	no	no
[80-90)	12	24	2	18	0	1	1	Other	Respiratory	Respiratory	Other	normal	no	yes	yes	no
[80-90)	5	45	0	18	0	0	0	Cardiology	Respiratory	Other	Circulatory	no	no	no	yes	no
[40-50)	4	64	0	26	2	3	0	Missing	Respiratory	Other	Other	no	no	yes	yes	no
[50-60)	1	24	0	17	1	2	2	Missing	Digestive	Digestive	Circulatory	normal	no	no	no	no
[80-90)	6	48	0	18	0	0	0	Other	Respiratory	Circulatory	Other	no	high	yes	yes	no
[50-60)	4	66	0	10	0	0	0	Other	Other	Circulatory	Other	no	no	yes	yes	yes
[70-80)	3	83	1	8	0	0	2	InternalMedicine	Other	Circulatory	Circulatory	no	no	no	yes	no
[70-80)	5	58	3	9	0	0	0	Missing	Circulatory	Circulatory	Circulatory	no	high	no	no	no
[70-80)	5	54	2	24	0	3	0	Missing	Other	Respiratory	Diabetes	no	no	yes	yes	yes
[80-90)	1	45	1	14	0	2	0	Cardiology	Injury	Other	Circulatory	no	no	yes	yes	yes
[70-80)	1	9	1	6	0	0	0	Emergency/Trauma	Other	Other	Diabetes	no	no	yes	yes	yes
[60-70)	7	94	2	25	0	0	0	InternalMedicine	Other	Circulatory	Respiratory	no	no	yes	yes	no
[70-80)	2	60	2	14	0	0	0	Missing	Other	Other	Circulatory	no	no	yes	yes	yes
[70-80)	3	21	2	16	0	0	0	Missing	Circulatory	Circulatory	Circulatory	no	no	no	yes	yes
[40-50)	7	74	1	9	0	5	0	Missing	Diabetes	Other	Circulatory	high	no	no	yes	yes
[60-70)	4	49	1	11	0	3	0	Missing	Other	Circulatory	Other	no	no	yes	yes	yes
[60-70)	1	8	2	21	0	0	0	Missing	Circulatory	Circulatory	Circulatory	no	no	yes	yes	yes
[70-80)	1	43	0	6	0	0	0	InternalMedicine	Circulatory	Circulatory	Diabetes	no	no	no	no	no
[80-90)	7	49	1	18	1	5	0	Emergency/Trauma	Other	Diabetes	Respiratory	no	no	yes	yes	no
[70-80)	7	59	1	9	0	3	0	InternalMedicine	Other	Diabetes	Respiratory	normal	no	no	no	yes
[80-90)	6	55	0	12	0	0	1	Missing	Circulatory	Musculoskeletal	Injury	no	no	no	no	no
[60-70)	3	51	1	13	0	0	0	Emergency/Trauma	Other	Other	Other	no	high	yes	yes	yes
[70-80)	3	33	3	12	1	2	0	Emergency/Trauma	Circulatory	Respiratory	Circulatory	no	no	yes	yes	yes
[40-50)	3	3	0	9	0	0	0	Emergency/Trauma	Other	Digestive	Diabetes	no	normal	no	no	no
[80-90)	3	51	1	19	0	2	0	Cardiology	Circulatory	Circulatory	Circulatory	no	no	yes	yes	no
[60-70)	4	45	2	17	0	0	0	Missing	Other	Other	Digestive	no	normal	no	yes	yes

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