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)	8	54	1	26	0	0	0	Surgery	Other	Respiratory	Musculoskeletal	no	no	no	yes	no
[40-50)	6	50	0	20	0	0	1	Missing	Digestive	Other	Diabetes	no	no	yes	yes	yes
[60-70)	3	33	1	28	1	0	0	Other	Musculoskeletal	Circulatory	Diabetes	no	no	yes	yes	no
[60-70)	4	48	0	18	0	1	0	Missing	Respiratory	Other	Other	no	no	yes	yes	no
[70-80)	5	9	1	10	0	0	0	Emergency/Trauma	Circulatory	Circulatory	Circulatory	no	no	no	yes	yes
[50-60)	3	11	1	8	0	0	0	Missing	Other	Injury	Diabetes	no	no	yes	yes	no
[40-50)	2	63	0	19	0	4	0	InternalMedicine	Diabetes	Circulatory	Circulatory	no	no	yes	yes	yes
[80-90)	11	55	3	8	0	1	0	Missing	Other	Other	Injury	no	no	yes	yes	yes
[60-70)	6	45	0	10	0	0	0	Missing	Circulatory	Circulatory	Other	no	no	no	no	yes
[80-90)	2	45	3	8	0	0	0	Missing	Circulatory	Respiratory	Circulatory	no	no	no	no	no
[50-60)	7	63	0	18	0	0	0	Missing	Other	Other	Other	no	no	no	no	no
[80-90)	3	54	0	11	0	1	0	Missing	Respiratory	Other	Circulatory	no	no	yes	yes	yes
[70-80)	4	23	1	10	0	0	0	Family/GeneralPractice	Other	Respiratory	Diabetes	no	no	no	no	no
[60-70)	13	73	2	50	0	0	0	Missing	Circulatory	Other	Respiratory	no	no	yes	yes	no
[70-80)	3	42	0	14	0	0	0	Family/GeneralPractice	Circulatory	Circulatory	Circulatory	no	no	no	yes	no
[70-80)	3	41	0	10	0	0	0	Missing	Digestive	Digestive	Other	no	no	no	no	no
[50-60)	5	50	0	11	0	0	0	Missing	Other	Other	Diabetes	no	no	yes	yes	yes
[70-80)	2	29	0	8	0	0	0	InternalMedicine	Circulatory	Circulatory	Circulatory	no	no	no	yes	yes
[70-80)	1	44	0	12	0	0	0	Missing	Circulatory	Other	Diabetes	no	no	yes	yes	yes
[40-50)	7	67	0	11	0	2	0	Missing	Respiratory	Diabetes	Other	no	no	yes	yes	yes
[90-100)	12	71	2	22	0	0	0	Missing	Respiratory	Other	Other	no	no	yes	yes	no
[70-80)	5	68	0	10	0	0	0	InternalMedicine	Diabetes	Other	Other	no	no	no	yes	no
[80-90)	2	46	0	9	0	0	0	InternalMedicine	Diabetes	Respiratory	Circulatory	no	normal	no	no	no
[60-70)	3	40	1	29	0	0	0	Emergency/Trauma	Injury	Missing	Diabetes	no	high	yes	yes	no
[40-50)	4	40	0	4	0	0	0	Other	Other	Circulatory	Diabetes	no	no	yes	yes	yes
[40-50)	2	5	3	17	0	0	0	Missing	Circulatory	Diabetes	Other	no	no	no	yes	no
[70-80)	4	44	1	10	1	0	0	Missing	Circulatory	Circulatory	Circulatory	no	no	no	yes	yes
[80-90)	14	35	1	35	0	0	0	InternalMedicine	Circulatory	Other	Diabetes	no	no	yes	yes	no
[70-80)	5	51	4	10	0	2	0	Missing	Circulatory	Circulatory	Diabetes	no	normal	no	yes	yes
[50-60)	3	12	5	12	0	0	0	Missing	Circulatory	Circulatory	Other	no	high	yes	yes	yes
[60-70)	8	54	0	13	0	2	0	Missing	Other	Diabetes	Circulatory	no	no	no	no	no
[60-70)	3	45	0	20	0	0	0	Missing	Other	Other	Circulatory	no	high	no	yes	no
[60-70)	3	55	4	25	0	0	0	Emergency/Trauma	Circulatory	Circulatory	Other	no	no	yes	yes	no
[50-60)	5	42	3	14	0	0	0	Missing	Digestive	Digestive	Digestive	no	no	no	no	no
[80-90)	5	17	0	16	0	0	1	Family/GeneralPractice	Circulatory	Circulatory	Circulatory	high	no	no	yes	no
[50-60)	4	56	0	9	0	0	0	InternalMedicine	Circulatory	Other	Circulatory	no	no	no	yes	no
[50-60)	1	34	0	5	0	1	0	Emergency/Trauma	Respiratory	Diabetes	Other	no	no	no	no	no
[50-60)	1	31	3	20	0	0	0	Surgery	Other	Other	Diabetes	no	no	no	no	yes
[80-90)	4	19	1	22	0	0	0	Missing	Injury	Other	Other	high	no	no	yes	yes
[40-50)	3	54	0	8	0	0	0	Family/GeneralPractice	Circulatory	Other	Diabetes	no	no	yes	yes	no
[50-60)	5	39	1	29	0	0	0	Surgery	Digestive	Other	Diabetes	no	no	no	no	yes
[90-100)	8	55	1	15	0	1	0	Missing	Respiratory	Circulatory	Circulatory	no	no	no	no	no
[80-90)	1	29	5	14	0	0	0	Cardiology	Circulatory	Diabetes	Other	no	no	yes	yes	no
[60-70)	3	52	3	10	0	0	0	Missing	Respiratory	Circulatory	Digestive	no	high	no	yes	no
[70-80)	4	42	3	16	0	0	0	Emergency/Trauma	Digestive	Digestive	Digestive	no	no	no	no	yes
[70-80)	1	35	0	7	0	0	0	Emergency/Trauma	Respiratory	Digestive	Circulatory	no	no	no	yes	no
[40-50)	1	34	0	10	0	0	0	Family/GeneralPractice	Circulatory	Other	Diabetes	no	no	yes	yes	no
[60-70)	2	28	0	13	0	0	0	Missing	Circulatory	Circulatory	Other	normal	no	yes	yes	yes
[80-90)	7	52	3	22	0	0	0	Surgery	Other	Other	Injury	no	no	no	yes	no
[70-80)	4	64	2	7	0	1	0	Missing	Other	Other	Respiratory	no	no	yes	yes	yes
[40-50)	7	55	0	22	0	0	0	Missing	Respiratory	Musculoskeletal	Other	no	normal	yes	yes	yes
[40-50)	5	53	0	16	0	0	0	Other	Digestive	Other	Other	no	normal	no	yes	no
[80-90)	4	37	0	8	0	2	1	Missing	Respiratory	Circulatory	Other	no	no	no	no	no
[70-80)	4	53	1	19	2	0	0	Other	Musculoskeletal	Diabetes	Circulatory	no	high	yes	yes	yes
[70-80)	5	55	6	28	0	1	0	Missing	Circulatory	Respiratory	Circulatory	no	no	yes	yes	yes
[70-80)	3	43	4	27	0	0	0	InternalMedicine	Respiratory	Respiratory	Circulatory	no	no	yes	yes	no
[50-60)	4	41	2	13	0	0	0	Family/GeneralPractice	Other	Digestive	Other	no	no	no	no	no
[80-90)	4	35	0	13	0	0	0	Missing	Other	Circulatory	Other	no	no	no	no	no
[70-80)	1	69	0	14	1	2	0	Missing	Circulatory	Other	Other	no	no	no	no	yes
[70-80)	7	64	3	21	0	0	0	Missing	Circulatory	Circulatory	Other	no	no	yes	yes	no
[70-80)	2	11	3	12	0	1	0	Missing	Injury	Injury	Diabetes	no	no	no	no	no
[70-80)	4	48	2	18	0	1	0	Missing	Injury	Musculoskeletal	Diabetes	no	no	yes	yes	no
[70-80)	1	12	0	13	0	0	0	Missing	Other	Respiratory	Circulatory	no	no	yes	yes	yes
[70-80)	4	1	0	5	0	0	0	Missing	Respiratory	Other	Other	no	no	no	no	no
[60-70)	1	1	5	14	0	0	0	Other	Musculoskeletal	Musculoskeletal	Diabetes	no	no	no	yes	no
[50-60)	1	48	2	18	0	0	0	Missing	Circulatory	Circulatory	Circulatory	no	no	yes	yes	no
[70-80)	5	63	0	16	0	1	0	Missing	Other	Respiratory	Other	no	no	no	yes	yes
[80-90)	5	29	0	16	0	0	0	Missing	Injury	Circulatory	Respiratory	no	no	yes	yes	no
[60-70)	10	38	0	13	0	1	0	InternalMedicine	Circulatory	Other	Other	no	no	no	no	no
[40-50)	8	56	2	23	0	0	0	Family/GeneralPractice	Respiratory	Respiratory	Digestive	no	no	yes	yes	yes
[50-60)	3	49	0	8	0	0	0	Missing	Circulatory	Other	Diabetes	no	high	no	no	no
[60-70)	9	75	1	31	0	0	1	Emergency/Trauma	Respiratory	Circulatory	Other	no	high	yes	yes	yes
[40-50)	2	52	0	12	0	0	0	Missing	Digestive	Other	Digestive	no	no	no	no	no
[50-60)	2	73	3	28	0	1	0	InternalMedicine	Digestive	Other	Circulatory	no	high	yes	yes	no
[60-70)	10	53	1	19	0	0	0	InternalMedicine	Digestive	Diabetes	Other	no	high	yes	yes	no
[80-90)	4	61	0	9	0	0	0	InternalMedicine	Other	Other	Circulatory	high	no	no	yes	no
[80-90)	9	2	0	16	0	4	0	Missing	Other	Circulatory	Other	no	no	yes	yes	yes
[40-50)	6	42	2	17	0	4	0	Other	Respiratory	Circulatory	Respiratory	no	no	no	yes	no
[70-80)	12	79	3	26	0	0	0	Missing	Digestive	Other	Other	no	no	yes	yes	no
[60-70)	2	39	6	15	1	1	0	Missing	Circulatory	Other	Other	no	no	yes	yes	yes
[70-80)	4	51	1	22	0	1	0	Missing	Musculoskeletal	Respiratory	Other	no	no	no	no	yes
[60-70)	3	50	0	6	0	0	0	InternalMedicine	Circulatory	Circulatory	Other	no	no	no	yes	no
[70-80)	6	1	1	15	0	0	0	Emergency/Trauma	Other	Other	Other	no	no	no	yes	yes
[70-80)	1	30	3	11	1	0	0	Cardiology	Circulatory	Injury	Other	no	no	no	yes	no
[80-90)	3	27	0	14	0	0	0	Missing	Other	Diabetes	Circulatory	no	no	yes	yes	no
[70-80)	3	21	2	21	0	1	0	Other	Injury	Diabetes	Other	no	no	yes	yes	no
[70-80)	1	24	6	15	0	0	0	Other	Circulatory	Diabetes	Circulatory	no	no	no	no	no
[80-90)	1	49	0	9	0	0	0	Missing	Diabetes	Other	Circulatory	no	no	yes	yes	no
[40-50)	4	72	1	12	0	0	0	Emergency/Trauma	Respiratory	Respiratory	Other	no	normal	no	no	no
[50-60)	3	67	0	17	0	1	0	Missing	Other	Diabetes	Circulatory	no	normal	no	yes	no
[80-90)	4	53	0	10	0	0	1	Cardiology	Circulatory	Circulatory	Circulatory	no	no	no	yes	yes
[60-70)	3	8	0	18	1	7	0	Other	Digestive	Respiratory	Circulatory	no	no	yes	yes	yes
[70-80)	3	45	3	11	3	0	0	Missing	Digestive	Other	Circulatory	no	no	yes	yes	yes
[70-80)	4	40	3	28	0	0	0	Surgery	Digestive	Injury	Circulatory	no	no	yes	yes	yes
[70-80)	8	48	2	15	0	0	0	Missing	Other	Other	Other	no	no	yes	yes	yes
[50-60)	1	16	0	13	0	1	1	Other	Other	Other	Diabetes	no	no	yes	yes	no
[60-70)	2	33	2	23	0	0	0	Missing	Injury	Circulatory	Diabetes	no	no	yes	yes	no
[80-90)	2	29	2	11	0	0	0	Missing	Circulatory	Injury	Circulatory	no	no	no	no	no
[70-80)	5	40	0	13	0	1	1	Emergency/Trauma	Other	Other	Diabetes	no	no	no	no	no
[50-60)	1	26	1	9	0	0	0	Missing	Injury	Other	Other	no	no	no	yes	no

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