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	49	0	17	0	1	0	Missing	Diabetes	Other	Other	no	no	no	yes	yes
[60-70)	2	41	0	14	1	2	2	Missing	Respiratory	Diabetes	Other	no	no	yes	yes	yes
[50-60)	3	43	1	18	0	1	1	InternalMedicine	Other	Digestive	Other	no	no	no	yes	no
[40-50)	5	58	1	10	0	1	0	Missing	Other	Injury	Other	no	no	no	no	yes
[70-80)	3	30	1	9	1	0	0	Missing	Other	Other	Diabetes	no	no	no	no	yes
[70-80)	11	69	6	23	0	0	0	Emergency/Trauma	Other	Other	Circulatory	no	no	yes	yes	yes
[60-70)	3	42	2	13	0	2	1	Surgery	Injury	Other	Other	no	no	no	no	yes
[40-50)	1	27	0	4	0	0	0	Family/GeneralPractice	Respiratory	Diabetes	Other	normal	no	no	yes	no
[60-70)	7	61	0	28	0	3	0	Other	Other	Respiratory	Other	no	high	no	yes	no
[70-80)	1	46	0	8	0	0	0	Missing	Other	Diabetes	Circulatory	no	no	no	yes	no
[50-60)	8	41	3	35	0	0	0	InternalMedicine	Injury	Musculoskeletal	Other	no	no	yes	yes	no
[70-80)	4	41	0	12	0	0	0	Family/GeneralPractice	Circulatory	Circulatory	Circulatory	no	no	no	yes	yes
[70-80)	6	38	2	18	0	0	0	Other	Injury	Injury	Musculoskeletal	no	no	no	no	no
[60-70)	1	51	0	8	0	0	0	Missing	Musculoskeletal	Circulatory	Other	no	no	yes	yes	no
[60-70)	11	36	1	6	0	1	0	Missing	Other	Other	Diabetes	no	no	yes	yes	no
[40-50)	1	46	3	9	0	1	0	Cardiology	Circulatory	Circulatory	Circulatory	no	no	no	no	no
[70-80)	12	82	6	41	0	0	0	Missing	Circulatory	Respiratory	Circulatory	no	high	yes	yes	no
[50-60)	2	35	0	15	1	0	0	InternalMedicine	Other	Diabetes	Circulatory	no	no	yes	yes	no
[50-60)	1	10	3	21	0	0	0	Emergency/Trauma	Respiratory	Other	Other	no	no	yes	yes	no
[80-90)	4	39	2	22	0	0	0	Missing	Circulatory	Circulatory	Circulatory	no	high	yes	yes	no
[80-90)	9	25	1	11	0	0	0	Emergency/Trauma	Digestive	Circulatory	Circulatory	no	no	yes	yes	yes
[70-80)	3	34	3	20	0	0	0	Missing	Musculoskeletal	Other	Circulatory	no	no	yes	yes	no
[60-70)	2	67	1	25	0	2	0	Missing	Diabetes	Circulatory	Other	no	high	no	yes	no
[40-50)	2	38	0	16	0	0	0	Family/GeneralPractice	Circulatory	Circulatory	Respiratory	no	high	no	no	yes
[70-80)	1	66	0	3	0	0	0	Missing	Circulatory	Diabetes	Other	no	no	yes	yes	no
[80-90)	6	39	1	20	0	0	0	Family/GeneralPractice	Digestive	Circulatory	Circulatory	no	no	no	no	no
[80-90)	6	57	0	11	0	0	0	Missing	Other	Other	Other	no	no	no	yes	no
[70-80)	6	54	0	20	1	1	0	Missing	Circulatory	Circulatory	Other	no	no	yes	yes	no
[70-80)	7	12	3	28	0	0	0	Other	Musculoskeletal	Other	Diabetes	no	no	yes	yes	no
[80-90)	8	56	0	17	0	1	0	Missing	Respiratory	Circulatory	Diabetes	high	no	no	yes	no
[60-70)	6	45	2	43	0	0	0	Missing	Circulatory	Circulatory	Circulatory	no	no	no	yes	no
[80-90)	12	72	0	24	0	0	0	Missing	Other	Circulatory	Other	no	no	yes	yes	no
[60-70)	1	37	1	14	0	0	0	Missing	Other	Other	Other	no	no	no	yes	yes
[70-80)	11	13	1	15	0	0	0	Other	Respiratory	Other	Other	no	no	yes	yes	yes
[60-70)	1	31	0	12	2	0	0	Missing	Injury	Other	Diabetes	no	no	yes	yes	no
[80-90)	4	60	0	18	0	0	0	Missing	Circulatory	Circulatory	Other	no	no	no	no	no
[50-60)	1	42	4	21	0	7	3	Emergency/Trauma	Injury	Other	Circulatory	no	no	yes	yes	yes
[50-60)	2	23	1	7	0	0	0	Missing	Circulatory	Digestive	Other	high	no	no	no	no
[80-90)	4	49	0	19	0	0	0	Missing	Diabetes	Other	Other	no	no	yes	yes	yes
[70-80)	3	12	0	10	0	0	0	Missing	Circulatory	Diabetes	Other	no	high	no	no	yes
[50-60)	2	45	1	15	0	0	0	Other	Other	Other	Other	no	no	no	yes	yes
[50-60)	4	36	3	12	0	4	0	Missing	Other	Other	Diabetes	no	no	no	yes	yes
[60-70)	7	63	0	15	0	1	0	InternalMedicine	Circulatory	Diabetes	Respiratory	high	no	no	no	no
[70-80)	2	31	6	11	0	0	0	Missing	Other	Circulatory	Injury	no	no	no	yes	no
[60-70)	6	57	3	24	0	0	0	Missing	Respiratory	Circulatory	Circulatory	no	normal	no	no	no
[80-90)	2	43	2	9	0	0	0	Emergency/Trauma	Other	Digestive	Other	no	no	no	yes	no
[50-60)	1	9	6	9	1	3	0	InternalMedicine	Circulatory	Circulatory	Diabetes	no	no	no	no	no
[50-60)	2	47	0	12	0	0	0	Family/GeneralPractice	Respiratory	Diabetes	Other	no	no	yes	yes	no
[70-80)	8	75	2	27	0	0	1	Emergency/Trauma	Circulatory	Other	Circulatory	no	normal	no	no	no
[50-60)	2	28	6	19	0	0	0	Missing	Circulatory	Circulatory	Circulatory	no	high	yes	yes	no
[50-60)	4	26	0	9	0	0	0	Other	Injury	Other	Other	no	no	no	yes	no
[70-80)	3	49	0	1	0	0	0	InternalMedicine	Other	Respiratory	Other	no	normal	no	no	yes
[50-60)	1	36	6	7	0	0	0	Cardiology	Circulatory	Diabetes	Circulatory	no	normal	no	no	yes
[60-70)	5	31	0	9	0	0	0	Missing	Other	Other	Musculoskeletal	no	no	yes	yes	no
[50-60)	2	28	0	6	0	0	2	InternalMedicine	Diabetes	Circulatory	Other	no	high	yes	yes	no
[50-60)	1	40	0	4	0	0	0	Emergency/Trauma	Respiratory	Other	Other	no	normal	no	no	no
[70-80)	3	57	3	22	0	0	0	Emergency/Trauma	Digestive	Other	Circulatory	no	no	yes	yes	yes
[60-70)	5	53	2	18	0	1	0	Missing	Other	Circulatory	Other	no	no	yes	yes	yes
[50-60)	5	26	1	9	0	0	0	Emergency/Trauma	Respiratory	Diabetes	Circulatory	no	no	yes	yes	no
[70-80)	11	63	2	21	0	2	0	Missing	Circulatory	Circulatory	Other	no	no	no	no	no
[60-70)	12	49	3	19	0	0	0	Missing	Circulatory	Circulatory	Respiratory	no	normal	yes	yes	yes
[80-90)	5	23	0	23	2	2	0	Cardiology	Circulatory	Circulatory	Other	high	no	yes	yes	yes
[70-80)	5	11	1	7	0	1	0	InternalMedicine	Other	Circulatory	Diabetes	no	no	yes	yes	no
[60-70)	6	63	1	21	0	0	0	Missing	Injury	Musculoskeletal	Circulatory	no	no	yes	yes	no
[50-60)	6	36	2	12	0	0	0	Missing	Circulatory	Circulatory	Respiratory	no	no	no	yes	yes
[80-90)	3	56	0	17	0	0	0	Missing	Respiratory	Diabetes	Circulatory	no	no	yes	yes	yes
[40-50)	5	63	2	10	0	1	0	Missing	Other	Other	Circulatory	no	normal	yes	yes	yes
[60-70)	3	70	0	12	0	0	0	InternalMedicine	Circulatory	Diabetes	Circulatory	no	high	yes	yes	no
[70-80)	3	16	0	17	0	0	0	Missing	Respiratory	Respiratory	Diabetes	high	no	yes	yes	yes
[40-50)	3	1	2	6	1	0	0	Missing	Other	Other	Respiratory	no	no	no	yes	no
[70-80)	6	58	2	14	0	1	0	Surgery	Other	Other	Other	no	no	no	yes	no
[50-60)	1	29	3	18	0	5	1	Other	Injury	Circulatory	Circulatory	no	no	no	yes	yes
[70-80)	5	35	2	16	0	0	0	Missing	Circulatory	Digestive	Circulatory	no	no	no	yes	no
[70-80)	4	48	3	20	3	0	0	Other	Injury	Other	Other	no	no	yes	yes	yes
[50-60)	8	64	1	34	0	2	5	InternalMedicine	Other	Other	Other	no	no	no	yes	yes
[70-80)	3	29	0	9	2	0	0	Missing	Other	Other	Circulatory	no	no	yes	yes	yes
[50-60)	10	67	4	19	0	0	1	Emergency/Trauma	Injury	Respiratory	Other	no	high	yes	yes	yes
[70-80)	1	28	2	17	0	0	0	Missing	Injury	Diabetes	Circulatory	no	no	no	no	yes
[60-70)	9	69	1	21	0	2	0	InternalMedicine	Other	Respiratory	Respiratory	no	no	yes	yes	no
[70-80)	7	34	3	18	0	0	0	Surgery	Diabetes	Circulatory	Circulatory	no	no	yes	yes	yes
[70-80)	3	50	0	18	0	1	0	Missing	Injury	Other	Other	no	no	yes	yes	no
[40-50)	2	1	0	12	0	1	0	Family/GeneralPractice	Other	Diabetes	Circulatory	no	no	yes	yes	no
[80-90)	8	62	0	26	0	2	0	Missing	Other	Other	Other	no	high	yes	yes	yes
[60-70)	8	27	3	28	0	0	0	Surgery	Other	Digestive	Injury	no	no	no	yes	no
[70-80)	1	9	0	8	0	1	0	Missing	Circulatory	Circulatory	Other	no	no	no	yes	yes
[60-70)	1	60	0	12	0	0	0	InternalMedicine	Respiratory	Diabetes	Other	no	no	yes	yes	no
[70-80)	11	80	3	22	0	0	0	Missing	Other	Other	Other	no	no	no	no	no
[60-70)	7	67	2	15	0	1	0	Missing	Diabetes	Circulatory	Other	no	no	no	yes	no
[60-70)	6	38	2	18	0	0	0	InternalMedicine	Diabetes	Musculoskeletal	Circulatory	no	no	yes	yes	no
[50-60)	3	36	0	11	0	1	0	Missing	Respiratory	Circulatory	Circulatory	no	no	yes	yes	no
[70-80)	5	57	0	19	2	2	1	Missing	Circulatory	Circulatory	Other	no	no	yes	yes	yes
[80-90)	3	52	1	14	0	1	1	Emergency/Trauma	Other	Other	Other	no	no	yes	yes	yes
[80-90)	1	1	1	10	0	0	0	Missing	Other	Circulatory	Circulatory	no	no	yes	yes	no
[50-60)	4	79	0	10	0	0	0	InternalMedicine	Other	Digestive	Digestive	no	no	no	no	yes
[70-80)	4	34	0	12	0	0	0	Other	Digestive	Other	Injury	no	no	no	yes	no
[50-60)	3	39	0	16	0	2	0	Missing	Respiratory	Other	Diabetes	no	no	no	yes	yes
[50-60)	3	42	5	17	0	1	0	Emergency/Trauma	Circulatory	Circulatory	Circulatory	no	no	no	no	no
[60-70)	2	38	0	10	1	0	0	Missing	Other	Other	Other	no	no	no	no	no
[50-60)	5	27	0	9	0	1	0	Emergency/Trauma	Other	Diabetes	Other	no	no	no	yes	no
[70-80)	5	83	6	46	0	0	0	Missing	Circulatory	Circulatory	Diabetes	no	no	no	yes	yes

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