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
[70-80)	1	35	0	8	0	0	0	Missing	Respiratory	Diabetes	Circulatory	no	no	no	yes	yes
[70-80)	3	59	2	19	0	1	0	Other	Other	Injury	Circulatory	no	no	yes	yes	yes
[60-70)	2	44	0	13	0	0	0	InternalMedicine	Circulatory	Circulatory	Other	no	no	no	no	no
[70-80)	2	29	0	5	0	0	0	Missing	Circulatory	Circulatory	Other	no	no	no	yes	no
[80-90)	7	66	1	23	0	0	0	Emergency/Trauma	Respiratory	Other	Other	no	no	yes	yes	yes
[50-60)	3	21	2	15	7	0	0	Missing	Musculoskeletal	Diabetes	Missing	no	no	no	no	yes
[80-90)	3	37	2	9	1	1	0	Missing	Circulatory	Circulatory	Other	no	no	yes	yes	yes
[70-80)	4	43	0	14	0	0	0	Missing	Circulatory	Circulatory	Circulatory	no	no	no	no	yes
[60-70)	4	40	5	10	0	2	0	Emergency/Trauma	Respiratory	Respiratory	Circulatory	no	no	yes	yes	yes
[40-50)	3	52	1	21	0	0	0	InternalMedicine	Respiratory	Respiratory	Circulatory	no	no	yes	yes	no
[80-90)	4	22	0	12	0	0	0	Other	Musculoskeletal	Circulatory	Circulatory	high	no	yes	yes	no
[80-90)	3	43	0	22	0	0	0	InternalMedicine	Injury	Respiratory	Missing	no	high	no	yes	yes
[50-60)	7	65	3	19	0	0	3	Other	Diabetes	Circulatory	Respiratory	no	high	yes	yes	yes
[70-80)	3	52	1	19	0	0	0	Missing	Circulatory	Circulatory	Circulatory	no	no	yes	yes	no
[40-50)	14	48	6	41	0	0	0	Missing	Diabetes	Other	Other	no	no	yes	yes	no
[80-90)	2	37	0	7	0	0	0	Missing	Other	Other	Other	no	no	no	no	yes
[80-90)	5	79	3	31	0	0	2	Emergency/Trauma	Circulatory	Circulatory	Respiratory	no	high	yes	yes	yes
[70-80)	5	3	0	16	0	0	0	Missing	Other	Respiratory	Circulatory	no	no	no	yes	yes
[60-70)	2	14	1	9	0	0	0	Cardiology	Circulatory	Other	Circulatory	no	no	no	no	no
[70-80)	2	71	0	20	0	0	0	Missing	Circulatory	Circulatory	Other	no	no	no	yes	yes
[80-90)	5	58	1	30	0	0	0	Emergency/Trauma	Respiratory	Respiratory	Diabetes	no	no	yes	yes	yes
[60-70)	2	37	1	15	0	1	1	Other	Other	Circulatory	Other	no	no	no	no	no
[60-70)	2	40	2	11	0	0	0	InternalMedicine	Digestive	Circulatory	Digestive	no	no	no	yes	no
[80-90)	1	49	0	12	0	0	0	InternalMedicine	Other	Other	Circulatory	no	normal	no	no	yes
[40-50)	9	34	0	12	0	1	0	Missing	Other	Circulatory	Circulatory	no	no	no	yes	no
[70-80)	3	46	1	17	0	0	0	Missing	Circulatory	Other	Other	no	no	yes	yes	no
[60-70)	4	91	5	27	0	0	0	Missing	Circulatory	Other	Injury	no	normal	no	no	no
[60-70)	5	44	4	25	0	0	0	Missing	Injury	Other	Other	no	high	yes	yes	no
[40-50)	3	19	2	10	0	1	0	Surgery	Musculoskeletal	Injury	Musculoskeletal	no	no	yes	yes	no
[80-90)	2	40	0	6	0	0	0	InternalMedicine	Musculoskeletal	Circulatory	Circulatory	no	high	no	yes	no
[60-70)	7	59	1	25	2	0	0	Missing	Respiratory	Other	Respiratory	no	no	yes	yes	yes
[80-90)	5	65	0	14	0	2	0	Missing	Digestive	Other	Respiratory	no	no	no	no	yes
[70-80)	11	55	1	30	0	2	0	InternalMedicine	Circulatory	Circulatory	Diabetes	no	no	yes	yes	no
[50-60)	4	72	0	17	0	1	0	Other	Other	Circulatory	Other	no	high	yes	yes	yes
[70-80)	5	46	2	26	0	2	0	Missing	Injury	Other	Respiratory	no	no	yes	yes	no
[50-60)	6	46	0	21	0	0	0	Family/GeneralPractice	Circulatory	Circulatory	Diabetes	no	no	yes	yes	no
[70-80)	3	53	0	12	0	0	0	Family/GeneralPractice	Digestive	Other	Digestive	no	no	yes	yes	yes
[50-60)	4	23	3	33	0	1	0	Other	Injury	Diabetes	Circulatory	no	no	yes	yes	no
[70-80)	3	44	0	3	0	0	0	Missing	Circulatory	Diabetes	Missing	no	high	no	yes	no
[40-50)	2	17	1	19	1	0	0	Missing	Other	Injury	Other	no	no	no	yes	no
[80-90)	2	34	0	11	3	3	1	Missing	Respiratory	Respiratory	Digestive	no	no	yes	yes	no
[70-80)	1	56	1	16	1	0	1	Emergency/Trauma	Other	Other	Circulatory	no	no	yes	yes	no
[70-80)	14	85	6	72	0	2	0	Missing	Circulatory	Circulatory	Respiratory	no	no	yes	yes	yes
[40-50)	2	28	0	6	0	0	0	Missing	Respiratory	Other	Circulatory	no	no	no	yes	no
[60-70)	3	1	0	15	2	0	0	Missing	Other	Injury	Musculoskeletal	no	no	yes	yes	no
[60-70)	1	43	0	4	1	1	1	Missing	Circulatory	Other	Circulatory	no	no	no	no	yes
[60-70)	1	37	1	12	0	0	0	InternalMedicine	Other	Circulatory	Respiratory	no	no	no	yes	yes
[50-60)	2	42	3	18	0	0	0	InternalMedicine	Injury	Other	Diabetes	normal	no	no	no	no
[80-90)	1	32	1	7	2	0	0	Missing	Other	Other	Other	no	no	no	yes	no
[60-70)	2	50	5	14	0	0	0	InternalMedicine	Circulatory	Circulatory	Circulatory	no	no	no	yes	no
[80-90)	8	65	0	10	0	0	0	Missing	Other	Other	Other	no	high	no	no	yes
[50-60)	1	42	0	9	0	0	0	Missing	Respiratory	Circulatory	Other	no	normal	yes	yes	no
[80-90)	3	49	0	12	2	3	0	Missing	Other	Other	Respiratory	no	no	yes	yes	yes
[40-50)	13	9	0	13	0	0	0	Missing	Other	Other	Other	no	no	no	no	no
[60-70)	2	42	3	12	0	0	0	Other	Injury	Diabetes	Circulatory	no	normal	no	yes	yes
[50-60)	5	63	0	15	0	0	2	Missing	Other	Other	Other	no	no	no	yes	no
[60-70)	1	1	1	13	0	0	0	Missing	Circulatory	Respiratory	Other	no	no	no	yes	yes
[70-80)	2	39	1	5	0	0	0	Missing	Circulatory	Circulatory	Circulatory	no	no	no	yes	yes
[70-80)	4	32	1	14	0	0	0	Other	Diabetes	Circulatory	Other	no	no	no	yes	yes
[70-80)	4	70	0	18	0	0	0	Missing	Other	Other	Other	no	no	no	no	yes
[40-50)	3	61	0	14	2	0	0	Missing	Diabetes	Other	Digestive	no	no	yes	yes	no
[70-80)	7	33	2	20	0	2	0	Missing	Respiratory	Respiratory	Circulatory	no	no	no	no	yes
[60-70)	2	27	5	21	0	0	0	Missing	Circulatory	Circulatory	Diabetes	no	no	no	yes	yes
[70-80)	6	35	0	14	0	0	0	InternalMedicine	Diabetes	Other	Other	no	no	yes	yes	no
[60-70)	1	70	0	14	0	0	0	Missing	Other	Respiratory	Diabetes	no	no	no	yes	no
[50-60)	4	18	0	22	1	1	0	Surgery	Circulatory	Other	Circulatory	normal	no	yes	yes	yes
[60-70)	2	67	0	3	0	0	0	InternalMedicine	Respiratory	Musculoskeletal	Diabetes	no	high	no	yes	no
[80-90)	1	10	0	3	0	0	0	Missing	Diabetes	Respiratory	Other	no	no	no	no	no
[60-70)	1	40	3	6	0	0	0	Emergency/Trauma	Respiratory	Circulatory	Circulatory	no	no	no	no	no
[60-70)	1	53	0	14	0	0	0	InternalMedicine	Digestive	Respiratory	Circulatory	no	no	no	no	yes
[70-80)	13	70	0	25	0	0	0	Other	Diabetes	Other	Circulatory	no	normal	no	yes	no
[40-50)	5	51	0	23	0	0	0	Missing	Other	Other	Other	no	no	yes	yes	no
[80-90)	1	44	0	14	0	0	0	Missing	Circulatory	Circulatory	Circulatory	no	no	yes	yes	no
[70-80)	2	35	6	20	0	0	0	Cardiology	Circulatory	Circulatory	Circulatory	no	no	yes	yes	yes
[80-90)	3	13	0	5	0	0	0	Family/GeneralPractice	Other	Other	Other	no	no	no	yes	no
[60-70)	8	33	2	24	0	0	0	Missing	Injury	Respiratory	Other	high	no	no	yes	yes
[80-90)	4	52	0	15	0	0	1	Missing	Circulatory	Other	Other	no	no	yes	yes	yes
[60-70)	2	16	0	14	1	3	0	Family/GeneralPractice	Other	Other	Circulatory	normal	no	no	no	no
[40-50)	1	9	2	4	1	1	0	Surgery	Digestive	Circulatory	Diabetes	no	no	no	no	no
[70-80)	3	56	1	18	1	1	0	Cardiology	Circulatory	Circulatory	Digestive	no	no	no	yes	yes
[50-60)	3	49	0	13	0	0	0	Family/GeneralPractice	Other	Other	Other	no	no	yes	yes	no
[80-90)	4	64	0	23	0	0	0	Missing	Other	Respiratory	Respiratory	no	no	yes	yes	yes
[60-70)	1	34	3	17	0	0	0	Missing	Injury	Other	Circulatory	no	no	no	no	no
[80-90)	7	50	6	14	0	0	0	InternalMedicine	Diabetes	Other	Musculoskeletal	no	high	yes	yes	no
[70-80)	6	69	0	17	0	3	0	Missing	Digestive	Other	Other	no	no	yes	yes	yes
[60-70)	1	39	3	16	3	0	0	Missing	Respiratory	Circulatory	Diabetes	no	no	no	yes	no
[40-50)	3	31	4	16	0	0	0	Other	Musculoskeletal	Other	Circulatory	no	no	no	no	no
[70-80)	1	41	0	5	0	0	0	Missing	Digestive	Circulatory	Other	no	no	no	yes	yes
[80-90)	3	47	2	27	0	1	0	Missing	Circulatory	Circulatory	Circulatory	no	high	no	yes	no
[90-100)	6	49	0	19	0	0	0	Missing	Respiratory	Circulatory	Diabetes	no	no	yes	yes	yes
[90-100)	2	51	0	7	0	0	0	Missing	Other	Respiratory	Other	no	no	no	yes	no
[80-90)	7	49	3	24	0	0	0	InternalMedicine	Digestive	Other	Circulatory	no	high	yes	yes	yes
[40-50)	2	13	0	15	0	0	0	Missing	Circulatory	Diabetes	Circulatory	no	no	yes	yes	yes
[50-60)	13	44	6	18	0	0	0	Missing	Injury	Diabetes	Circulatory	no	no	no	no	no
[70-80)	11	25	2	23	0	0	0	Surgery	Circulatory	Diabetes	Injury	high	no	yes	yes	no
[60-70)	8	51	1	18	0	1	0	InternalMedicine	Digestive	Circulatory	Other	no	no	no	no	yes
[60-70)	3	26	1	15	0	1	0	Other	Other	Circulatory	Diabetes	no	no	yes	yes	no
[70-80)	1	67	0	10	1	0	0	Other	Circulatory	Diabetes	Other	no	no	no	no	no
[60-70)	3	78	4	18	0	0	0	Cardiology	Circulatory	Circulatory	Circulatory	no	no	no	yes	no
[50-60)	3	38	3	10	0	0	0	Missing	Musculoskeletal	Other	Circulatory	no	no	no	yes	yes

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