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)	3	35	0	6	0	0	0	Missing	Respiratory	Diabetes	Circulatory	no	no	no	no	no
[80-90)	6	57	6	20	0	1	0	Emergency/Trauma	Circulatory	Circulatory	Other	no	no	yes	yes	no
[80-90)	3	49	0	15	0	0	0	Emergency/Trauma	Injury	Injury	Other	no	no	no	no	yes
[50-60)	14	65	5	18	0	0	0	Surgery	Other	Respiratory	Diabetes	no	no	yes	yes	no
[70-80)	1	2	1	6	0	0	0	Missing	Other	Other	Diabetes	no	no	yes	yes	no
[50-60)	8	95	1	24	0	0	0	Family/GeneralPractice	Other	Respiratory	Respiratory	no	no	no	no	yes
[60-70)	5	56	1	20	1	0	0	Missing	Respiratory	Other	Circulatory	no	no	yes	yes	no
[80-90)	14	41	5	21	4	2	1	Other	Digestive	Digestive	Circulatory	no	no	no	yes	yes
[70-80)	5	27	1	33	0	0	0	Missing	Circulatory	Circulatory	Circulatory	no	no	no	yes	yes
[60-70)	10	72	6	39	3	0	0	Other	Musculoskeletal	Injury	Musculoskeletal	no	no	yes	yes	yes
[40-50)	4	28	3	27	0	1	0	Missing	Circulatory	Circulatory	Respiratory	no	no	yes	yes	no
[40-50)	4	51	2	20	0	0	0	Other	Other	Other	Digestive	no	no	no	no	no
[50-60)	2	1	0	2	0	0	0	Missing	Other	Other	Other	no	no	no	no	yes
[60-70)	11	41	0	22	0	1	0	Emergency/Trauma	Other	Digestive	Other	no	no	no	yes	yes
[50-60)	6	37	6	43	0	1	0	Other	Circulatory	Circulatory	Circulatory	no	high	yes	yes	no
[50-60)	3	12	1	30	0	0	0	Other	Musculoskeletal	Other	Circulatory	no	no	no	no	no
[80-90)	14	50	0	31	0	1	0	InternalMedicine	Circulatory	Other	Circulatory	no	no	yes	yes	no
[70-80)	1	37	3	6	1	3	0	Cardiology	Circulatory	Other	Circulatory	no	no	no	yes	yes
[70-80)	3	62	0	15	0	3	0	InternalMedicine	Other	Respiratory	Other	no	no	no	no	yes
[50-60)	4	3	0	3	0	0	0	Family/GeneralPractice	Circulatory	Other	Other	no	no	no	no	no
[80-90)	4	56	1	18	2	0	0	Missing	Digestive	Other	Other	no	no	yes	yes	yes
[40-50)	2	69	1	12	0	3	0	InternalMedicine	Digestive	Diabetes	Other	high	high	no	yes	yes
[60-70)	2	51	0	22	0	1	0	Emergency/Trauma	Digestive	Respiratory	Digestive	no	no	yes	yes	no
[70-80)	3	28	3	21	1	0	0	Emergency/Trauma	Injury	Diabetes	Respiratory	no	no	yes	yes	yes
[70-80)	4	52	0	11	0	2	0	InternalMedicine	Circulatory	Circulatory	Circulatory	high	no	no	yes	yes
[70-80)	2	46	0	18	0	3	1	InternalMedicine	Diabetes	Other	Circulatory	no	no	yes	yes	yes
[60-70)	2	62	1	17	0	2	2	Missing	Other	Circulatory	Other	no	no	no	yes	yes
[40-50)	1	9	0	6	4	0	0	Family/GeneralPractice	Digestive	Respiratory	Other	normal	no	no	no	no
[80-90)	2	17	0	13	3	0	0	Family/GeneralPractice	Diabetes	Circulatory	Other	normal	no	no	no	yes
[40-50)	2	48	2	18	0	0	0	Surgery	Circulatory	Diabetes	Other	no	no	no	yes	no
[70-80)	2	42	3	7	0	0	0	Other	Other	Diabetes	Other	no	no	no	no	no
[60-70)	1	43	0	12	0	0	0	Cardiology	Respiratory	Circulatory	Other	no	no	no	yes	no
[60-70)	8	78	3	22	1	1	2	Family/GeneralPractice	Other	Other	Digestive	no	no	no	yes	yes
[50-60)	2	76	0	13	0	0	0	Emergency/Trauma	Other	Diabetes	Other	no	no	yes	yes	yes
[90-100)	5	56	0	7	0	0	0	Family/GeneralPractice	Digestive	Circulatory	Other	no	normal	no	yes	no
[60-70)	3	25	4	11	4	0	0	Missing	Digestive	Circulatory	Circulatory	no	no	no	no	no
[50-60)	1	37	0	9	0	0	0	Missing	Respiratory	Circulatory	Diabetes	no	no	yes	yes	no
[80-90)	2	56	0	13	3	0	0	Missing	Other	Circulatory	Circulatory	no	high	no	yes	no
[70-80)	3	57	0	12	0	0	0	Missing	Circulatory	Circulatory	Other	no	no	no	yes	yes
[70-80)	4	33	0	19	0	3	1	Missing	Respiratory	Other	Injury	no	no	yes	yes	no
[60-70)	1	1	2	13	0	0	0	Missing	Circulatory	Diabetes	Other	no	no	yes	yes	no
[70-80)	1	48	0	10	0	0	0	Family/GeneralPractice	Respiratory	Other	Circulatory	no	no	yes	yes	no
[50-60)	2	30	1	16	0	1	0	Missing	Other	Circulatory	Other	no	no	no	yes	yes
[80-90)	3	38	3	10	0	0	0	Emergency/Trauma	Injury	Injury	Circulatory	no	no	no	no	no
[60-70)	4	50	1	22	0	0	0	Other	Musculoskeletal	Other	Other	no	no	yes	yes	yes
[60-70)	2	34	0	14	0	3	0	Family/GeneralPractice	Injury	Circulatory	Diabetes	no	no	yes	yes	yes
[80-90)	9	37	0	12	0	1	0	Surgery	Circulatory	Respiratory	Respiratory	normal	no	no	no	yes
[70-80)	6	57	2	36	0	0	0	Cardiology	Circulatory	Respiratory	Injury	no	no	no	no	yes
[70-80)	10	57	1	24	0	0	0	Missing	Other	Respiratory	Respiratory	no	no	no	yes	yes
[60-70)	3	50	0	11	0	1	0	Family/GeneralPractice	Other	Other	Other	no	no	no	yes	no
[60-70)	3	45	3	18	0	0	0	Missing	Circulatory	Respiratory	Diabetes	no	no	no	no	no
[70-80)	7	51	6	18	0	0	0	Family/GeneralPractice	Respiratory	Other	Digestive	no	normal	yes	yes	yes
[50-60)	4	50	0	13	0	2	0	Missing	Circulatory	Circulatory	Respiratory	no	no	no	yes	yes
[80-90)	3	73	0	17	0	0	0	Missing	Respiratory	Respiratory	Injury	no	no	yes	yes	no
[70-80)	6	69	2	22	0	0	0	Missing	Other	Other	Diabetes	no	normal	yes	yes	no
[80-90)	3	68	2	23	2	2	0	Missing	Circulatory	Diabetes	Circulatory	no	no	no	no	no
[80-90)	3	52	0	8	0	0	0	Missing	Other	Other	Other	no	no	no	yes	no
[60-70)	3	36	0	14	1	0	0	Missing	Circulatory	Digestive	Circulatory	no	no	yes	yes	yes
[70-80)	10	44	6	31	0	0	0	Missing	Musculoskeletal	Injury	Injury	no	no	no	yes	no
[50-60)	4	22	1	19	1	1	0	Surgery	Diabetes	Circulatory	Circulatory	no	no	yes	yes	yes
[70-80)	5	33	3	7	0	0	0	Missing	Digestive	Other	Digestive	no	no	no	no	no
[60-70)	5	73	1	18	0	0	1	Family/GeneralPractice	Circulatory	Respiratory	Other	no	no	no	yes	yes
[40-50)	11	71	3	35	0	2	3	Missing	Injury	Circulatory	Other	no	normal	yes	yes	yes
[70-80)	5	28	0	20	0	0	0	Family/GeneralPractice	Respiratory	Circulatory	Circulatory	normal	no	yes	yes	no
[80-90)	3	16	0	12	0	1	0	Family/GeneralPractice	Circulatory	Respiratory	Other	high	no	yes	yes	yes
[50-60)	7	53	3	13	0	1	0	Missing	Circulatory	Circulatory	Other	no	no	no	yes	yes
[60-70)	3	1	1	18	0	0	0	Other	Musculoskeletal	Other	Circulatory	no	no	yes	yes	no
[60-70)	1	12	6	19	0	0	0	Other	Circulatory	Injury	Circulatory	no	no	no	no	no
[40-50)	3	12	5	13	0	0	0	Cardiology	Circulatory	Circulatory	Diabetes	no	no	no	no	no
[60-70)	2	44	1	6	0	0	0	Missing	Digestive	Other	Digestive	no	no	no	no	no
[70-80)	1	29	1	13	0	0	0	Other	Musculoskeletal	Diabetes	Circulatory	no	no	yes	yes	yes
[70-80)	5	30	3	20	1	2	0	Surgery	Circulatory	Other	Other	no	no	no	yes	yes
[40-50)	3	1	0	4	0	4	0	Family/GeneralPractice	Diabetes	Other	Other	no	no	no	yes	no
[40-50)	7	56	1	23	2	1	0	InternalMedicine	Other	Circulatory	Circulatory	no	no	yes	yes	yes
[60-70)	1	47	2	17	0	0	0	Other	Other	Other	Circulatory	no	no	no	yes	no
[60-70)	3	27	1	27	0	0	0	Missing	Musculoskeletal	Circulatory	Diabetes	no	no	yes	yes	no
[40-50)	2	59	4	25	0	2	0	Missing	Circulatory	Circulatory	Diabetes	no	high	yes	yes	no
[70-80)	9	31	1	20	2	1	0	Other	Other	Other	Other	no	no	no	yes	no
[70-80)	2	43	0	19	0	1	0	Family/GeneralPractice	Circulatory	Digestive	Circulatory	no	no	yes	yes	yes
[40-50)	3	41	0	5	0	0	0	Missing	Diabetes	Other	Other	no	no	yes	yes	no
[90-100)	5	54	0	12	0	0	0	Emergency/Trauma	Other	Circulatory	Diabetes	no	normal	no	no	no
[50-60)	8	57	0	21	0	2	0	Missing	Circulatory	Circulatory	Other	no	no	yes	yes	no
[70-80)	5	1	0	11	0	0	0	Emergency/Trauma	Circulatory	Other	Other	no	no	yes	yes	yes
[90-100)	1	71	0	11	0	0	0	InternalMedicine	Respiratory	Circulatory	Circulatory	no	no	no	yes	no
[70-80)	2	36	4	16	0	0	0	Missing	Respiratory	Diabetes	Other	no	no	yes	yes	no
[50-60)	3	64	3	19	0	0	0	Missing	Circulatory	Circulatory	Other	no	normal	yes	yes	yes
[70-80)	1	43	0	11	3	1	1	Missing	Injury	Other	Injury	no	no	no	yes	no
[70-80)	4	42	3	14	0	0	0	Missing	Digestive	Circulatory	Other	no	no	yes	yes	yes
[90-100)	14	47	0	25	0	0	0	Cardiology	Circulatory	Diabetes	Other	no	no	yes	yes	no
[40-50)	1	66	0	10	1	1	5	Emergency/Trauma	Digestive	Respiratory	Other	no	high	yes	yes	yes
[70-80)	13	28	4	38	0	1	0	Missing	Circulatory	Other	Diabetes	no	no	yes	yes	yes
[60-70)	1	57	0	15	1	2	0	Missing	Respiratory	Other	Other	no	no	no	no	no
[90-100)	11	53	3	22	0	0	0	InternalMedicine	Circulatory	Digestive	Circulatory	no	no	no	yes	no
[80-90)	5	53	1	28	0	2	0	Emergency/Trauma	Respiratory	Other	Other	no	no	yes	yes	no
[60-70)	4	70	0	15	0	0	0	Emergency/Trauma	Respiratory	Other	Respiratory	no	normal	no	no	no
[80-90)	3	46	0	6	0	0	0	Missing	Circulatory	Other	Circulatory	no	normal	no	yes	no
[50-60)	1	39	1	9	0	7	1	InternalMedicine	Digestive	Other	Circulatory	no	no	no	no	yes
[70-80)	3	19	1	28	0	0	0	Other	Injury	Circulatory	Other	no	no	no	no	no
[80-90)	14	40	2	20	0	0	0	Missing	Other	Circulatory	Other	no	no	yes	yes	yes
[60-70)	2	14	0	23	0	3	0	Missing	Musculoskeletal	Other	Other	no	no	yes	yes	yes

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