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
[40-50)	8	36	1	25	0	2	1	Family/GeneralPractice	Other	Diabetes	Other	no	no	yes	yes	no
[50-60)	2	14	3	10	0	0	0	Cardiology	Circulatory	Circulatory	Circulatory	no	high	no	no	no
[80-90)	12	69	3	15	0	2	0	InternalMedicine	Circulatory	Circulatory	Circulatory	high	no	no	yes	yes
[50-60)	6	53	2	16	0	1	0	Missing	Other	Other	Other	no	no	no	no	yes
[70-80)	2	45	1	9	0	0	0	InternalMedicine	Digestive	Other	Circulatory	high	no	no	yes	yes
[80-90)	5	38	1	16	0	0	0	Missing	Digestive	Circulatory	Digestive	no	no	yes	yes	no
[50-60)	4	2	6	7	0	0	0	Cardiology	Circulatory	Other	Other	no	no	no	no	yes
[80-90)	2	69	0	12	0	0	0	Missing	Other	Respiratory	Circulatory	no	no	no	yes	yes
[80-90)	7	69	0	12	0	0	0	Missing	Circulatory	Circulatory	Circulatory	no	no	yes	yes	yes
[80-90)	1	20	1	6	0	0	0	Missing	Other	Diabetes	Other	no	normal	no	no	yes
[60-70)	2	49	0	11	0	0	0	Missing	Respiratory	Respiratory	Diabetes	no	no	no	yes	no
[40-50)	1	39	1	12	0	0	0	InternalMedicine	Other	Other	Circulatory	no	no	yes	yes	no
[70-80)	2	49	1	12	0	1	0	Missing	Circulatory	Other	Other	no	no	yes	yes	no
[70-80)	1	10	0	8	0	0	0	Family/GeneralPractice	Diabetes	Other	Other	high	no	yes	yes	no
[90-100)	2	26	0	15	0	0	0	Missing	Other	Circulatory	Other	no	no	yes	yes	yes
[70-80)	1	28	0	8	3	0	0	Missing	Other	Respiratory	Circulatory	no	no	yes	yes	yes
[80-90)	1	10	0	2	0	0	1	Missing	Respiratory	Other	Circulatory	no	no	no	no	no
[90-100)	3	1	0	12	0	0	0	Missing	Injury	Injury	Other	no	no	yes	yes	yes
[70-80)	3	2	0	10	0	0	0	Missing	Circulatory	Other	Musculoskeletal	no	no	no	yes	yes
[70-80)	8	59	3	19	0	0	0	Missing	Circulatory	Respiratory	Circulatory	no	no	no	no	no
[60-70)	3	23	5	20	0	0	0	Other	Other	Circulatory	Other	no	no	yes	yes	no
[70-80)	5	56	0	14	0	0	0	InternalMedicine	Respiratory	Diabetes	Respiratory	no	high	yes	yes	no
[80-90)	5	43	3	26	0	1	0	Missing	Injury	Circulatory	Other	no	no	no	yes	no
[60-70)	2	38	4	15	0	3	0	Missing	Circulatory	Circulatory	Circulatory	no	no	yes	yes	yes
[80-90)	4	50	0	22	0	0	0	Other	Circulatory	Circulatory	Other	no	no	yes	yes	no
[70-80)	4	69	2	13	0	0	0	Missing	Other	Respiratory	Diabetes	no	no	yes	yes	no
[50-60)	3	49	4	18	0	2	0	Other	Circulatory	Circulatory	Circulatory	no	no	no	yes	yes
[50-60)	4	34	0	14	0	0	0	Missing	Respiratory	Diabetes	Circulatory	no	no	yes	yes	yes
[60-70)	7	7	0	17	0	2	0	Emergency/Trauma	Respiratory	Other	Circulatory	no	no	yes	yes	yes
[40-50)	4	38	3	18	0	0	0	InternalMedicine	Digestive	Circulatory	Other	no	no	yes	yes	no
[50-60)	7	68	6	33	0	1	0	InternalMedicine	Other	Circulatory	Circulatory	no	high	yes	yes	no
[70-80)	3	23	0	14	0	0	0	InternalMedicine	Respiratory	Respiratory	Diabetes	no	no	no	yes	yes
[60-70)	6	48	3	12	0	0	0	Missing	Circulatory	Diabetes	Other	no	no	no	no	no
[50-60)	4	1	1	8	0	0	1	Missing	Other	Diabetes	Circulatory	no	no	no	yes	yes
[40-50)	5	53	6	25	0	0	0	Missing	Circulatory	Respiratory	Circulatory	no	high	no	no	yes
[60-70)	5	40	2	13	0	0	0	Other	Injury	Digestive	Other	no	no	no	yes	yes
[60-70)	8	55	2	14	0	0	0	Other	Diabetes	Other	Musculoskeletal	no	no	no	yes	no
[70-80)	4	60	0	8	0	1	0	InternalMedicine	Other	Other	Diabetes	no	no	yes	yes	yes
[70-80)	4	53	0	7	0	0	0	Family/GeneralPractice	Other	Circulatory	Other	no	no	yes	yes	no
[40-50)	1	1	4	10	0	0	0	Other	Musculoskeletal	Circulatory	Diabetes	no	no	no	no	no
[70-80)	4	37	0	8	0	0	0	Missing	Circulatory	Circulatory	Circulatory	no	no	no	no	no
[70-80)	7	30	0	10	1	1	0	Other	Injury	Diabetes	Diabetes	no	no	no	yes	no
[80-90)	3	42	0	18	0	0	1	Missing	Injury	Other	Other	no	no	yes	yes	no
[60-70)	4	40	0	12	2	0	0	Missing	Other	Other	Circulatory	no	no	no	yes	no
[90-100)	3	12	1	18	0	0	1	Family/GeneralPractice	Other	Respiratory	Other	high	no	no	yes	no
[40-50)	7	30	1	40	0	1	0	Cardiology	Circulatory	Other	Musculoskeletal	no	no	yes	yes	no
[70-80)	3	50	0	18	0	0	0	Missing	Circulatory	Circulatory	Other	no	normal	no	yes	yes
[80-90)	4	42	0	8	0	0	0	InternalMedicine	Circulatory	Circulatory	Other	no	high	no	no	no
[60-70)	14	56	2	25	0	1	0	Other	Other	Other	Circulatory	no	no	yes	yes	yes
[80-90)	5	27	3	19	0	0	0	Missing	Circulatory	Circulatory	Circulatory	no	no	no	yes	no
[70-80)	4	71	4	24	0	1	0	Family/GeneralPractice	Respiratory	Respiratory	Circulatory	no	no	no	yes	yes
[70-80)	2	47	1	15	0	0	0	Missing	Respiratory	Respiratory	Respiratory	no	no	yes	yes	no
[60-70)	4	39	6	11	0	0	0	Cardiology	Circulatory	Circulatory	Diabetes	no	no	no	no	no
[70-80)	2	15	1	8	0	0	0	Cardiology	Circulatory	Respiratory	Circulatory	normal	no	no	no	no
[60-70)	3	24	1	11	0	1	0	Missing	Other	Circulatory	Other	no	no	no	no	yes
[50-60)	6	51	1	18	0	1	0	InternalMedicine	Circulatory	Circulatory	Circulatory	no	no	yes	yes	yes
[70-80)	4	42	3	26	0	0	0	Missing	Circulatory	Circulatory	Other	high	no	no	yes	no
[70-80)	4	2	0	7	0	0	0	InternalMedicine	Other	Other	Diabetes	no	no	yes	yes	no
[70-80)	2	1	0	6	0	0	0	Missing	Circulatory	Diabetes	Circulatory	no	no	no	yes	yes
[80-90)	9	67	0	18	0	2	0	Missing	Respiratory	Other	Circulatory	no	no	no	yes	no
[60-70)	14	43	3	33	0	0	0	Missing	Injury	Digestive	Circulatory	no	no	yes	yes	no
[80-90)	8	1	0	14	0	0	0	Missing	Circulatory	Circulatory	Circulatory	no	no	no	yes	yes
[80-90)	3	45	0	19	0	0	0	Missing	Respiratory	Circulatory	Circulatory	no	no	no	yes	yes
[70-80)	1	31	0	6	0	0	0	Missing	Other	Other	Other	no	no	no	yes	no
[60-70)	4	31	1	19	0	0	0	Surgery	Musculoskeletal	Circulatory	Circulatory	no	no	no	yes	no
[70-80)	1	40	6	13	0	0	0	Cardiology	Circulatory	Other	Other	no	no	no	no	no
[70-80)	4	44	1	10	1	1	0	Missing	Digestive	Other	Other	no	high	yes	yes	yes
[70-80)	5	52	2	10	4	0	0	Missing	Circulatory	Circulatory	Circulatory	no	no	no	no	yes
[60-70)	5	11	0	19	0	0	0	Missing	Digestive	Other	Circulatory	no	no	yes	yes	no
[80-90)	4	69	4	21	0	0	0	InternalMedicine	Circulatory	Circulatory	Circulatory	no	high	yes	yes	yes
[50-60)	10	45	2	32	0	0	0	Other	Circulatory	Circulatory	Circulatory	no	no	yes	yes	yes
[50-60)	6	37	5	35	0	1	0	Missing	Musculoskeletal	Other	Other	no	no	yes	yes	yes
[40-50)	5	1	3	13	0	0	0	Missing	Injury	Circulatory	Other	no	high	no	no	no
[70-80)	3	40	0	10	0	0	0	Missing	Respiratory	Circulatory	Other	no	no	no	yes	yes
[80-90)	3	2	0	8	0	0	0	Missing	Circulatory	Other	Other	no	no	no	yes	yes
[60-70)	3	64	0	13	33	0	0	Missing	Digestive	Other	Respiratory	no	no	no	yes	yes
[70-80)	6	25	0	10	0	0	0	Missing	Other	Other	Other	high	no	yes	yes	no
[60-70)	3	32	1	12	0	0	0	Surgery	Musculoskeletal	Circulatory	Diabetes	no	no	no	no	yes
[70-80)	4	40	3	14	0	0	0	Cardiology	Circulatory	Circulatory	Other	no	no	no	no	no
[80-90)	5	48	0	12	0	0	0	Family/GeneralPractice	Circulatory	Circulatory	Respiratory	no	no	no	yes	no
[50-60)	4	34	2	28	0	0	0	Other	Musculoskeletal	Other	Respiratory	no	no	yes	yes	no
[50-60)	11	68	6	32	0	0	0	Missing	Other	Circulatory	Other	no	no	yes	yes	no
[70-80)	2	64	1	13	0	0	0	Other	Other	Other	Respiratory	no	no	no	yes	yes
[50-60)	2	7	1	17	1	2	1	Missing	Circulatory	Circulatory	Respiratory	no	no	no	no	yes
[40-50)	2	60	0	7	0	0	0	Missing	Circulatory	Circulatory	Diabetes	no	no	no	no	yes
[70-80)	3	54	0	14	3	0	0	Missing	Circulatory	Other	Other	no	normal	yes	yes	yes
[60-70)	4	84	6	48	0	0	0	Other	Circulatory	Circulatory	Circulatory	no	no	yes	yes	no
[70-80)	5	46	1	25	0	0	0	Missing	Diabetes	Musculoskeletal	Musculoskeletal	high	no	no	yes	yes
[50-60)	1	44	1	6	0	0	0	Other	Diabetes	Circulatory	Digestive	no	no	no	yes	yes
[60-70)	6	51	1	28	0	0	0	Missing	Injury	Other	Injury	no	no	yes	yes	yes
[40-50)	1	73	0	14	0	0	0	Other	Respiratory	Circulatory	Diabetes	no	no	no	yes	no
[60-70)	1	1	4	12	1	0	0	Missing	Musculoskeletal	Musculoskeletal	Circulatory	no	no	yes	yes	no
[40-50)	7	37	0	17	1	0	0	Family/GeneralPractice	Other	Other	Diabetes	no	high	yes	yes	no
[70-80)	2	43	3	10	0	0	0	InternalMedicine	Digestive	Other	Diabetes	no	no	no	yes	no
[50-60)	6	34	5	19	0	1	0	Missing	Injury	Other	Diabetes	no	no	yes	yes	no
[60-70)	2	44	1	7	0	0	0	Family/GeneralPractice	Respiratory	Circulatory	Diabetes	no	no	yes	yes	yes
[70-80)	5	53	1	20	0	0	0	Missing	Circulatory	Other	Other	no	high	yes	yes	yes
[80-90)	1	17	1	12	0	2	0	Missing	Circulatory	Circulatory	Diabetes	no	no	yes	yes	yes
[80-90)	1	38	1	21	0	0	0	Surgery	Other	Circulatory	Other	no	no	no	no	no
[60-70)	10	78	6	46	2	0	0	Missing	Circulatory	Circulatory	Circulatory	no	no	no	yes	no

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