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)	7	65	0	22	0	0	0	Missing	Circulatory	Other	Respiratory	no	normal	no	no	yes
[50-60)	2	38	2	9	0	2	0	Surgery	Digestive	Other	Diabetes	no	no	yes	yes	yes
[70-80)	10	41	5	26	2	3	1	Missing	Diabetes	Circulatory	Other	no	no	yes	yes	yes
[50-60)	4	53	1	31	0	0	0	Surgery	Circulatory	Other	Other	no	no	no	no	no
[60-70)	1	42	0	19	0	0	1	Missing	Other	Other	Other	no	no	yes	yes	yes
[80-90)	7	48	1	12	0	2	1	Missing	Digestive	Other	Circulatory	no	no	no	yes	no
[60-70)	3	51	1	27	3	2	0	Missing	Musculoskeletal	Diabetes	Circulatory	no	no	yes	yes	yes
[80-90)	5	57	0	22	0	0	0	Cardiology	Circulatory	Circulatory	Other	no	no	no	no	no
[50-60)	1	57	0	11	0	0	1	Other	Circulatory	Circulatory	Diabetes	no	no	yes	yes	no
[60-70)	7	3	0	13	0	1	0	Missing	Respiratory	Respiratory	Circulatory	no	no	no	yes	yes
[60-70)	4	56	0	17	0	0	0	Missing	Diabetes	Other	Other	no	no	yes	yes	yes
[60-70)	5	61	1	14	1	2	0	Missing	Diabetes	Circulatory	Other	no	no	no	no	yes
[70-80)	8	51	0	13	0	0	0	InternalMedicine	Other	Other	Other	no	no	yes	yes	yes
[70-80)	3	57	0	26	0	1	0	Family/GeneralPractice	Respiratory	Respiratory	Other	no	no	yes	yes	yes
[50-60)	3	1	0	6	0	0	0	Emergency/Trauma	Respiratory	Other	Diabetes	no	no	no	no	no
[70-80)	1	12	1	13	0	0	0	Missing	Other	Other	Diabetes	no	no	no	yes	no
[50-60)	7	38	0	23	0	0	0	Missing	Circulatory	Respiratory	Circulatory	no	no	yes	yes	no
[90-100)	3	13	1	11	0	0	0	Missing	Circulatory	Other	Other	high	no	no	yes	yes
[70-80)	8	59	0	9	0	1	0	Family/GeneralPractice	Circulatory	Respiratory	Circulatory	no	no	no	yes	no
[80-90)	6	64	3	21	0	0	0	InternalMedicine	Other	Circulatory	Circulatory	no	no	yes	yes	yes
[70-80)	2	24	6	15	4	1	0	Missing	Circulatory	Circulatory	Circulatory	no	no	no	no	yes
[80-90)	10	68	0	17	0	0	0	Missing	Digestive	Other	Digestive	no	no	no	no	yes
[80-90)	5	47	0	12	0	1	0	InternalMedicine	Circulatory	Respiratory	Respiratory	no	no	yes	yes	yes
[60-70)	5	40	3	14	0	2	0	Missing	Digestive	Other	Respiratory	no	no	no	yes	no
[70-80)	1	42	0	5	2	1	0	Missing	Other	Respiratory	Respiratory	no	no	no	no	no
[50-60)	4	40	1	9	1	0	0	Other	Circulatory	Circulatory	Musculoskeletal	no	no	no	no	no
[60-70)	3	39	0	12	0	0	0	Missing	Circulatory	Circulatory	Diabetes	no	no	no	yes	no
[60-70)	2	25	1	34	0	0	0	Other	Musculoskeletal	Circulatory	Other	no	no	yes	yes	no
[80-90)	3	41	0	15	0	1	0	Family/GeneralPractice	Diabetes	Circulatory	Circulatory	no	no	yes	yes	yes
[50-60)	1	1	3	16	3	0	0	Missing	Musculoskeletal	Circulatory	Diabetes	no	no	no	no	no
[80-90)	3	30	1	20	0	3	1	Other	Respiratory	Circulatory	Other	no	no	no	yes	yes
[70-80)	3	55	0	11	0	1	0	InternalMedicine	Circulatory	Circulatory	Digestive	no	no	no	no	no
[70-80)	7	67	1	30	1	0	0	Missing	Digestive	Circulatory	Digestive	no	no	yes	yes	no
[70-80)	3	14	2	17	0	1	0	Other	Injury	Other	Other	no	no	no	yes	no
[80-90)	12	55	2	17	0	3	0	Family/GeneralPractice	Other	Other	Diabetes	no	no	yes	yes	yes
[70-80)	2	59	0	9	0	0	0	Emergency/Trauma	Other	Other	Other	no	no	no	yes	no
[50-60)	1	38	3	17	2	1	0	Surgery	Injury	Circulatory	Other	no	no	no	no	no
[40-50)	2	10	3	15	0	0	0	Missing	Other	Other	Other	no	no	yes	yes	no
[60-70)	10	78	5	29	0	0	0	Missing	Circulatory	Other	Other	no	no	yes	yes	yes
[60-70)	3	63	0	16	0	3	0	Missing	Diabetes	Other	Other	no	no	yes	yes	yes
[80-90)	2	28	0	16	0	1	0	Missing	Digestive	Respiratory	Respiratory	no	no	yes	yes	yes
[60-70)	4	27	0	10	0	0	0	InternalMedicine	Circulatory	Other	Diabetes	no	no	yes	yes	no
[80-90)	6	66	0	13	0	0	0	Missing	Other	Circulatory	Circulatory	normal	no	no	yes	no
[70-80)	6	19	0	23	1	0	0	Missing	Respiratory	Respiratory	Respiratory	high	no	yes	yes	no
[60-70)	7	47	3	20	0	2	1	Other	Circulatory	Circulatory	Other	no	no	yes	yes	yes
[80-90)	4	54	0	17	0	2	0	Emergency/Trauma	Circulatory	Other	Circulatory	no	no	yes	yes	yes
[60-70)	9	41	0	13	0	0	0	Other	Other	Circulatory	Other	no	no	no	yes	yes
[60-70)	1	40	0	6	0	0	0	Missing	Circulatory	Other	Musculoskeletal	no	normal	yes	yes	yes
[80-90)	6	76	1	19	0	0	0	Cardiology	Circulatory	Circulatory	Other	no	no	no	no	no
[50-60)	1	22	0	7	0	0	0	Missing	Other	Digestive	Diabetes	no	no	yes	yes	no
[60-70)	10	78	4	25	0	0	0	Other	Injury	Diabetes	Other	no	high	yes	yes	yes
[90-100)	3	42	0	4	0	6	0	Missing	Digestive	Diabetes	Digestive	no	no	no	no	yes
[70-80)	5	51	2	13	0	0	0	InternalMedicine	Injury	Missing	Other	no	no	yes	yes	no
[60-70)	2	61	2	21	0	0	0	Emergency/Trauma	Diabetes	Circulatory	Other	no	normal	yes	yes	no
[50-60)	8	44	4	22	0	0	0	InternalMedicine	Musculoskeletal	Diabetes	Other	no	no	no	yes	no
[70-80)	3	29	2	16	0	1	0	Missing	Digestive	Circulatory	Circulatory	no	no	yes	yes	yes
[50-60)	2	41	1	19	0	0	0	InternalMedicine	Respiratory	Other	Diabetes	no	no	yes	yes	no
[70-80)	3	50	2	9	0	0	0	Emergency/Trauma	Digestive	Respiratory	Circulatory	no	no	no	no	no
[60-70)	6	77	6	49	0	1	0	Cardiology	Circulatory	Circulatory	Circulatory	no	no	yes	yes	yes
[70-80)	10	68	5	34	0	0	0	Missing	Diabetes	Other	Other	no	no	yes	yes	yes
[60-70)	4	10	1	24	0	0	0	Missing	Musculoskeletal	Injury	Digestive	no	no	yes	yes	no
[70-80)	4	71	0	15	0	0	0	Missing	Other	Diabetes	Digestive	no	high	yes	yes	no
[60-70)	6	45	3	16	0	2	0	Missing	Circulatory	Circulatory	Other	no	no	yes	yes	yes
[40-50)	1	1	6	11	0	0	0	Cardiology	Circulatory	Circulatory	Circulatory	no	no	no	yes	no
[50-60)	2	35	6	19	0	0	0	Cardiology	Circulatory	Circulatory	Circulatory	no	no	no	no	no
[40-50)	7	57	0	11	0	0	0	Missing	Other	Other	Other	no	no	yes	yes	no
[60-70)	4	64	0	12	1	0	0	Missing	Respiratory	Respiratory	Respiratory	no	no	no	yes	yes
[70-80)	10	35	1	14	0	1	0	Emergency/Trauma	Digestive	Other	Diabetes	no	no	yes	yes	no
[60-70)	1	3	3	25	0	0	0	Surgery	Other	Circulatory	Other	no	no	no	yes	no
[50-60)	3	53	0	16	0	1	0	Surgery	Circulatory	Diabetes	Other	no	no	yes	yes	yes
[60-70)	3	41	0	8	0	0	0	Missing	Circulatory	Circulatory	Diabetes	no	no	no	yes	no
[40-50)	2	44	0	10	1	0	0	Other	Circulatory	Respiratory	Other	no	high	yes	yes	no
[60-70)	1	44	0	12	0	0	0	Family/GeneralPractice	Other	Circulatory	Diabetes	no	no	no	yes	yes
[60-70)	6	55	1	21	0	0	0	Cardiology	Circulatory	Other	Other	no	no	no	no	no
[70-80)	3	30	1	17	1	0	0	Missing	Diabetes	Other	Circulatory	no	no	yes	yes	no
[40-50)	1	34	0	21	0	1	0	Missing	Circulatory	Musculoskeletal	Diabetes	no	no	yes	yes	no
[80-90)	6	30	5	18	0	0	0	Missing	Digestive	Respiratory	Other	no	no	no	no	no
[60-70)	1	32	1	29	0	0	0	Missing	Musculoskeletal	Diabetes	Other	no	no	yes	yes	yes
[60-70)	3	65	0	13	1	2	0	InternalMedicine	Other	Digestive	Other	no	no	yes	yes	yes
[60-70)	6	2	0	13	0	0	0	Missing	Respiratory	Diabetes	Circulatory	no	no	yes	yes	no
[70-80)	1	9	4	12	1	0	0	Other	Musculoskeletal	Diabetes	Other	no	no	yes	yes	no
[80-90)	2	43	0	7	0	2	2	InternalMedicine	Circulatory	Other	Diabetes	no	no	no	no	yes
[50-60)	1	42	0	14	0	0	0	Missing	Respiratory	Diabetes	Circulatory	no	no	yes	yes	yes
[70-80)	2	40	1	5	0	0	0	Missing	Digestive	Circulatory	Other	no	no	no	yes	yes
[70-80)	8	31	1	11	0	2	0	InternalMedicine	Other	Musculoskeletal	Other	normal	no	yes	yes	yes
[80-90)	5	47	1	17	0	0	0	Surgery	Circulatory	Other	Other	no	no	no	yes	no
[70-80)	3	43	1	26	0	0	0	Other	Musculoskeletal	Musculoskeletal	Musculoskeletal	no	no	yes	yes	no
[80-90)	6	66	0	15	0	0	0	Family/GeneralPractice	Other	Circulatory	Other	no	no	no	no	no
[70-80)	4	56	0	15	0	0	0	Missing	Musculoskeletal	Other	Other	no	no	yes	yes	yes
[70-80)	13	85	1	20	0	1	2	Emergency/Trauma	Respiratory	Other	Circulatory	no	high	yes	yes	yes
[40-50)	4	58	2	13	0	0	0	Other	Diabetes	Other	Circulatory	no	no	no	yes	yes
[60-70)	3	53	1	11	0	0	0	Other	Musculoskeletal	Other	Circulatory	no	no	no	no	no
[70-80)	3	26	4	9	1	0	0	Missing	Circulatory	Circulatory	Circulatory	no	no	yes	yes	yes
[50-60)	10	35	2	19	0	0	0	Surgery	Injury	Other	Circulatory	no	no	yes	yes	no
[90-100)	4	13	0	24	0	0	0	Cardiology	Circulatory	Circulatory	Diabetes	no	no	no	yes	no
[60-70)	6	62	2	17	0	0	0	Missing	Other	Respiratory	Other	no	no	yes	yes	no
[60-70)	5	28	1	9	0	0	0	Missing	Digestive	Other	Other	no	no	no	no	no
[60-70)	2	22	0	10	0	0	0	Other	Other	Other	Diabetes	normal	no	no	no	yes
[60-70)	5	47	3	24	0	0	0	Other	Diabetes	Circulatory	Other	no	no	no	yes	yes
[50-60)	1	11	0	18	0	0	0	Missing	Respiratory	Digestive	Respiratory	normal	no	no	no	yes

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