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)	4	45	1	39	0	3	0	Surgery	Other	Injury	Other	no	no	yes	yes	yes
[50-60)	4	35	1	6	0	4	0	Missing	Other	Diabetes	Circulatory	no	no	no	no	yes
[70-80)	1	1	3	13	0	0	0	Other	Diabetes	Other	Other	no	no	yes	yes	no
[70-80)	2	35	1	27	0	1	0	Missing	Other	Diabetes	Other	no	no	yes	yes	yes
[60-70)	1	17	1	21	0	0	0	Other	Musculoskeletal	Musculoskeletal	Diabetes	no	no	no	yes	no
[50-60)	10	16	0	6	0	0	0	Other	Other	Other	Other	no	normal	no	yes	no
[60-70)	3	72	0	13	3	0	0	Cardiology	Other	Other	Circulatory	no	no	yes	yes	no
[60-70)	3	37	2	8	0	0	0	Missing	Digestive	Other	Other	no	no	no	yes	no
[60-70)	7	64	6	24	0	1	0	Missing	Circulatory	Circulatory	Musculoskeletal	no	normal	no	yes	yes
[70-80)	7	19	1	25	0	1	1	Missing	Circulatory	Respiratory	Circulatory	high	no	yes	yes	no
[50-60)	5	48	3	16	0	0	0	Missing	Circulatory	Circulatory	Other	no	no	no	no	no
[60-70)	1	1	1	18	0	0	0	Missing	Respiratory	Circulatory	Circulatory	no	no	no	yes	yes
[60-70)	3	76	2	20	0	0	0	Missing	Respiratory	Circulatory	Circulatory	no	no	yes	yes	yes
[50-60)	3	38	0	12	0	0	0	Family/GeneralPractice	Respiratory	Diabetes	Circulatory	no	no	yes	yes	no
[50-60)	8	55	0	12	0	0	0	Other	Other	Diabetes	Other	no	high	no	yes	no
[80-90)	4	43	1	19	0	0	0	Family/GeneralPractice	Injury	Injury	Other	no	no	no	yes	no
[70-80)	3	59	6	19	3	0	0	Missing	Circulatory	Circulatory	Circulatory	no	no	no	yes	yes
[80-90)	6	67	1	23	0	0	0	Missing	Digestive	Digestive	Other	no	normal	yes	yes	yes
[50-60)	4	50	2	15	0	0	0	Missing	Digestive	Diabetes	Other	no	no	no	yes	no
[80-90)	3	56	0	17	0	0	2	Missing	Circulatory	Respiratory	Respiratory	no	no	yes	yes	yes
[70-80)	2	20	0	3	0	0	0	InternalMedicine	Digestive	Other	Diabetes	normal	no	no	no	no
[60-70)	11	48	6	39	1	1	0	Missing	Circulatory	Other	Other	no	high	yes	yes	no
[60-70)	4	58	0	17	0	0	1	Missing	Circulatory	Diabetes	Circulatory	no	no	no	no	yes
[90-100)	10	79	3	37	0	0	0	Missing	Injury	Other	Other	no	no	no	no	no
[50-60)	6	47	2	19	0	1	0	Missing	Diabetes	Respiratory	Other	no	no	no	yes	no
[70-80)	5	10	2	24	1	5	0	Surgery	Circulatory	Injury	Other	no	no	no	yes	no
[80-90)	4	34	0	15	0	0	0	InternalMedicine	Circulatory	Circulatory	Diabetes	no	high	yes	yes	yes
[70-80)	4	58	0	22	0	0	0	Missing	Digestive	Digestive	Other	no	no	no	yes	no
[40-50)	5	67	5	23	0	0	0	Emergency/Trauma	Circulatory	Circulatory	Other	no	high	no	yes	no
[70-80)	5	43	2	14	0	1	0	Missing	Respiratory	Circulatory	Circulatory	no	no	yes	yes	no
[70-80)	10	60	2	20	0	0	0	Missing	Respiratory	Other	Circulatory	no	no	no	yes	yes
[70-80)	3	26	0	14	1	3	0	Missing	Other	Circulatory	Other	high	no	yes	yes	no
[70-80)	2	1	1	17	0	0	0	Other	Musculoskeletal	Respiratory	Musculoskeletal	no	no	no	yes	yes
[50-60)	7	53	0	23	0	0	0	Missing	Circulatory	Diabetes	Other	no	high	yes	yes	yes
[80-90)	3	58	0	6	0	0	0	Missing	Other	Circulatory	Circulatory	no	no	yes	yes	yes
[70-80)	4	61	0	16	0	0	0	Missing	Other	Other	Other	no	no	yes	yes	yes
[70-80)	1	57	0	19	0	0	0	Missing	Injury	Diabetes	Circulatory	no	no	yes	yes	yes
[70-80)	7	58	0	15	0	0	0	Missing	Digestive	Other	Circulatory	no	high	yes	yes	yes
[60-70)	3	11	1	5	0	0	0	Emergency/Trauma	Respiratory	Digestive	Other	no	no	yes	yes	yes
[50-60)	10	65	5	48	0	0	0	Missing	Circulatory	Circulatory	Other	no	no	yes	yes	no
[60-70)	9	58	6	21	0	0	0	Missing	Circulatory	Circulatory	Respiratory	no	high	yes	yes	yes
[70-80)	1	15	5	13	5	1	0	Family/GeneralPractice	Digestive	Digestive	Other	high	no	no	no	no
[80-90)	9	59	0	25	0	0	0	Missing	Circulatory	Other	Other	no	no	no	no	yes
[70-80)	11	58	1	28	0	0	0	Missing	Circulatory	Respiratory	Other	no	no	no	yes	yes
[50-60)	5	52	0	21	0	0	0	Missing	Diabetes	Other	Other	no	no	yes	yes	yes
[60-70)	2	49	2	24	0	0	0	Family/GeneralPractice	Other	Digestive	Other	no	no	yes	yes	no
[70-80)	13	54	3	31	0	1	0	InternalMedicine	Circulatory	Circulatory	Injury	no	no	no	yes	yes
[70-80)	12	24	1	32	1	0	1	Family/GeneralPractice	Other	Circulatory	Other	high	no	yes	yes	yes
[70-80)	5	39	1	28	0	1	0	Other	Injury	Circulatory	Other	no	no	no	yes	yes
[60-70)	6	59	3	16	0	0	0	Missing	Circulatory	Other	Other	no	no	no	yes	yes
[70-80)	4	20	1	16	0	0	0	Missing	Digestive	Digestive	Diabetes	no	no	no	no	no
[70-80)	4	9	0	14	0	2	0	InternalMedicine	Respiratory	Respiratory	Diabetes	no	no	no	no	no
[40-50)	9	26	0	20	2	1	1	Family/GeneralPractice	Other	Respiratory	Other	high	no	yes	yes	yes
[80-90)	8	33	1	21	3	0	1	Missing	Other	Circulatory	Other	no	high	yes	yes	yes
[40-50)	7	34	1	10	0	5	0	Other	Injury	Other	Other	no	no	no	no	no
[80-90)	3	71	0	22	0	0	0	Missing	Respiratory	Circulatory	Circulatory	no	normal	yes	yes	yes
[70-80)	3	66	3	24	0	0	0	Missing	Digestive	Respiratory	Circulatory	no	no	no	yes	no
[90-100)	6	55	0	10	0	0	0	InternalMedicine	Circulatory	Respiratory	Circulatory	no	no	yes	yes	no
[70-80)	2	10	0	8	0	0	0	Missing	Other	Other	Other	no	no	no	no	no
[70-80)	3	48	1	8	0	0	0	Emergency/Trauma	Circulatory	Other	Diabetes	no	no	no	yes	yes
[70-80)	9	77	6	35	0	0	0	Missing	Circulatory	Respiratory	Circulatory	no	no	yes	yes	yes
[60-70)	3	34	0	7	0	0	0	Family/GeneralPractice	Circulatory	Circulatory	Diabetes	no	no	yes	yes	yes
[50-60)	2	11	2	31	0	0	0	Missing	Other	Other	Other	no	no	no	no	yes
[80-90)	3	12	2	23	0	0	0	Missing	Injury	Other	Circulatory	no	no	no	yes	no
[60-70)	1	46	1	11	0	0	0	Missing	Diabetes	Circulatory	Other	no	no	no	yes	yes
[90-100)	4	63	0	12	0	0	0	Missing	Circulatory	Respiratory	Respiratory	no	no	no	no	yes
[40-50)	4	1	0	20	3	2	4	Missing	Other	Circulatory	Diabetes	no	no	yes	yes	yes
[70-80)	8	72	6	58	0	0	0	Missing	Circulatory	Circulatory	Circulatory	no	no	yes	yes	no
[50-60)	1	19	2	14	0	1	0	Cardiology	Circulatory	Diabetes	Injury	no	no	yes	yes	no
[60-70)	7	51	3	32	0	0	0	Other	Respiratory	Circulatory	Circulatory	no	no	yes	yes	no
[70-80)	1	37	0	6	0	0	0	Emergency/Trauma	Diabetes	Circulatory	Musculoskeletal	no	no	yes	yes	no
[70-80)	3	44	0	13	0	0	0	InternalMedicine	Circulatory	Other	Circulatory	no	no	no	yes	yes
[40-50)	2	34	0	2	0	0	0	Missing	Musculoskeletal	Other	Diabetes	no	no	no	yes	no
[60-70)	3	43	1	15	0	0	0	Other	Respiratory	Other	Circulatory	no	no	no	no	yes
[50-60)	3	2	4	33	1	0	0	Other	Musculoskeletal	Other	Digestive	no	no	yes	yes	no
[80-90)	14	30	0	18	0	1	0	Missing	Other	Other	Digestive	no	no	yes	yes	yes
[80-90)	3	41	0	9	0	1	0	Missing	Circulatory	Other	Circulatory	no	no	yes	yes	no
[80-90)	8	60	1	14	0	2	0	Missing	Circulatory	Circulatory	Other	no	no	yes	yes	yes
[70-80)	3	1	0	7	0	0	0	Emergency/Trauma	Musculoskeletal	Musculoskeletal	Musculoskeletal	no	no	no	yes	yes
[60-70)	14	63	3	17	0	1	0	Missing	Circulatory	Other	Respiratory	no	no	no	no	no
[80-90)	3	18	4	25	2	0	0	Missing	Circulatory	Circulatory	Other	normal	no	yes	yes	yes
[80-90)	7	34	1	17	0	0	0	Family/GeneralPractice	Other	Other	Circulatory	no	no	no	no	yes
[70-80)	6	44	0	17	0	0	0	Missing	Circulatory	Diabetes	Circulatory	no	high	no	yes	yes
[60-70)	5	30	2	12	0	5	0	Missing	Other	Diabetes	Circulatory	no	no	no	no	no
[50-60)	5	59	1	20	0	0	0	Missing	Other	Diabetes	Other	no	no	yes	yes	no
[70-80)	1	22	0	3	0	0	2	Family/GeneralPractice	Diabetes	Digestive	Other	normal	no	no	no	yes
[70-80)	5	80	4	26	0	0	0	Family/GeneralPractice	Circulatory	Injury	Diabetes	no	no	yes	yes	yes
[50-60)	3	45	3	40	0	0	0	Missing	Circulatory	Diabetes	Other	no	no	yes	yes	yes
[60-70)	8	24	1	22	0	0	0	Missing	Digestive	Respiratory	Respiratory	high	no	yes	yes	yes
[60-70)	2	36	0	9	0	0	0	Missing	Other	Circulatory	Diabetes	no	no	no	no	no
[70-80)	1	11	0	13	5	1	0	Missing	Injury	Circulatory	Other	no	no	no	no	no
[70-80)	1	30	0	8	1	0	1	Emergency/Trauma	Circulatory	Circulatory	Other	no	no	no	yes	yes
[60-70)	2	52	2	16	0	0	0	Missing	Other	Digestive	Musculoskeletal	no	no	yes	yes	no
[60-70)	5	42	1	18	0	0	0	Missing	Other	Diabetes	Circulatory	no	no	no	yes	no
[60-70)	5	53	0	23	0	2	0	Missing	Respiratory	Respiratory	Other	no	no	yes	yes	yes
[60-70)	9	9	2	14	0	5	2	InternalMedicine	Other	Other	Other	no	no	no	yes	yes
[60-70)	6	41	3	12	0	1	0	Missing	Other	Other	Musculoskeletal	no	no	yes	yes	no
[50-60)	3	5	0	16	0	0	0	InternalMedicine	Other	Circulatory	Circulatory	no	no	no	yes	yes
[80-90)	3	14	0	9	0	0	1	Family/GeneralPractice	Respiratory	Circulatory	Diabetes	no	no	yes	yes	yes
[50-60)	2	28	1	8	1	0	0	Missing	Digestive	Other	Other	no	no	no	yes	no

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