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)	3	40	0	15	0	1	0	Missing	Other	Other	Other	no	no	no	yes	yes
[80-90)	7	25	0	17	0	2	0	Family/GeneralPractice	Circulatory	Circulatory	Other	normal	no	yes	yes	no
[50-60)	9	56	2	34	0	10	0	Missing	Diabetes	Circulatory	Circulatory	no	no	no	yes	yes
[50-60)	5	10	0	6	1	0	0	Missing	Other	Other	Diabetes	no	no	no	yes	yes
[60-70)	4	83	0	27	0	1	2	Other	Respiratory	Circulatory	Diabetes	no	no	no	no	yes
[60-70)	5	42	0	11	0	0	0	InternalMedicine	Respiratory	Other	Respiratory	no	no	no	no	no
[70-80)	2	36	3	14	0	1	0	Cardiology	Circulatory	Circulatory	Other	no	no	no	yes	yes
[60-70)	9	58	0	25	0	0	0	Emergency/Trauma	Respiratory	Respiratory	Circulatory	no	high	yes	yes	no
[50-60)	2	49	0	10	0	2	0	Missing	Diabetes	Digestive	Other	no	no	yes	yes	yes
[60-70)	3	56	0	7	0	2	0	InternalMedicine	Digestive	Other	Respiratory	no	high	no	yes	no
[60-70)	2	46	6	13	0	0	0	Cardiology	Circulatory	Circulatory	Circulatory	no	no	no	yes	no
[40-50)	2	52	0	10	0	0	0	InternalMedicine	Other	Other	Diabetes	no	no	yes	yes	yes
[60-70)	4	47	3	54	0	0	0	Surgery	Circulatory	Circulatory	Circulatory	no	no	yes	yes	no
[80-90)	10	61	0	14	0	1	0	Missing	Other	Circulatory	Respiratory	no	normal	no	no	no
[60-70)	2	38	0	12	0	0	0	Missing	Respiratory	Diabetes	Circulatory	no	no	yes	yes	yes
[50-60)	7	44	4	22	0	1	0	Surgery	Circulatory	Circulatory	Circulatory	no	no	no	yes	yes
[40-50)	1	57	3	5	0	0	0	Family/GeneralPractice	Respiratory	Diabetes	Other	no	no	no	no	no
[90-100)	3	45	0	12	0	0	0	Other	Respiratory	Other	Diabetes	no	no	yes	yes	no
[40-50)	2	24	1	10	0	0	0	Missing	Other	Circulatory	Other	no	no	no	no	no
[60-70)	8	83	2	39	0	1	0	InternalMedicine	Respiratory	Circulatory	Respiratory	no	no	yes	yes	yes
[70-80)	4	28	6	15	0	0	0	Emergency/Trauma	Circulatory	Circulatory	Other	no	no	no	no	no
[50-60)	4	36	0	12	0	1	0	InternalMedicine	Circulatory	Other	Circulatory	no	normal	no	no	no
[60-70)	5	72	1	15	1	1	0	Family/GeneralPractice	Other	Other	Other	no	no	yes	yes	no
[40-50)	3	1	2	14	1	0	0	Missing	Other	Digestive	Circulatory	no	no	no	yes	no
[80-90)	2	2	0	10	0	0	0	Missing	Other	Digestive	Circulatory	no	no	yes	yes	no
[60-70)	7	54	5	13	0	0	0	Missing	Digestive	Other	Diabetes	no	no	no	yes	yes
[80-90)	1	9	0	6	1	0	0	Missing	Circulatory	Respiratory	Circulatory	no	no	no	no	yes
[70-80)	5	33	1	17	0	0	0	Other	Musculoskeletal	Circulatory	Musculoskeletal	no	no	yes	yes	yes
[90-100)	5	6	0	16	0	0	0	Missing	Injury	Other	Diabetes	no	no	no	yes	yes
[70-80)	4	51	1	7	0	1	0	Other	Other	Circulatory	Other	no	no	yes	yes	no
[60-70)	9	73	3	25	0	0	0	Missing	Digestive	Circulatory	Diabetes	high	no	no	yes	yes
[70-80)	2	52	0	12	1	3	0	Missing	Circulatory	Other	Diabetes	no	high	yes	yes	no
[40-50)	3	61	0	14	0	0	0	Missing	Digestive	Other	Diabetes	no	no	yes	yes	no
[40-50)	2	84	0	13	0	0	0	Missing	Injury	Other	Injury	no	no	no	no	no
[40-50)	4	68	0	17	0	0	0	Missing	Diabetes	Other	Other	no	high	yes	yes	yes
[40-50)	9	56	3	20	1	1	0	InternalMedicine	Injury	Other	Other	no	no	no	no	yes
[60-70)	9	85	6	47	0	0	0	Missing	Circulatory	Circulatory	Circulatory	no	no	yes	yes	no
[80-90)	7	67	6	46	1	0	0	Missing	Circulatory	Circulatory	Circulatory	no	no	yes	yes	yes
[70-80)	4	37	0	14	0	2	0	Missing	Diabetes	Other	Digestive	no	no	yes	yes	yes
[70-80)	1	1	2	9	0	0	0	InternalMedicine	Circulatory	Other	Diabetes	no	no	no	yes	no
[60-70)	5	43	5	18	0	0	0	Missing	Circulatory	Diabetes	Circulatory	no	no	no	yes	yes
[70-80)	5	55	0	17	1	0	0	Missing	Respiratory	Circulatory	Diabetes	no	no	no	yes	yes
[60-70)	7	48	0	34	0	4	0	InternalMedicine	Other	Other	Other	no	no	yes	yes	no
[50-60)	11	80	5	23	0	0	0	Other	Circulatory	Diabetes	Other	no	high	yes	yes	yes
[50-60)	3	58	3	23	0	2	0	Missing	Circulatory	Circulatory	Circulatory	no	normal	no	no	yes
[80-90)	4	33	0	22	0	1	0	Family/GeneralPractice	Respiratory	Other	Respiratory	no	no	no	yes	yes
[60-70)	4	20	6	24	0	0	0	Other	Circulatory	Circulatory	Diabetes	no	no	no	yes	yes
[80-90)	6	53	0	19	0	6	0	Missing	Diabetes	Respiratory	Circulatory	no	no	no	no	yes
[80-90)	3	65	0	14	0	2	0	Missing	Respiratory	Other	Circulatory	no	no	no	yes	yes
[60-70)	4	45	3	10	0	0	0	Family/GeneralPractice	Respiratory	Diabetes	Circulatory	no	no	no	no	yes
[70-80)	2	52	0	4	0	1	0	Missing	Respiratory	Diabetes	Circulatory	no	normal	no	no	yes
[70-80)	2	47	0	13	0	0	0	Missing	Circulatory	Circulatory	Respiratory	no	no	no	no	no
[70-80)	5	50	4	21	1	1	0	Cardiology	Circulatory	Circulatory	Circulatory	no	no	no	no	yes
[70-80)	2	29	0	5	0	0	0	Emergency/Trauma	Other	Other	Other	no	no	yes	yes	no
[70-80)	5	1	0	17	0	1	0	Missing	Respiratory	Circulatory	Diabetes	no	no	yes	yes	no
[60-70)	1	30	0	12	0	1	0	Missing	Respiratory	Diabetes	Circulatory	no	no	no	yes	yes
[80-90)	7	63	3	10	0	0	0	Missing	Circulatory	Circulatory	Diabetes	no	no	yes	yes	yes
[80-90)	4	52	1	13	0	0	0	Missing	Respiratory	Other	Circulatory	no	no	no	yes	yes
[70-80)	4	55	0	6	0	0	0	Missing	Circulatory	Other	Circulatory	normal	no	no	yes	no
[50-60)	5	17	0	11	1	0	0	Missing	Other	Diabetes	Circulatory	no	no	no	yes	no
[40-50)	4	53	0	16	0	1	0	Missing	Respiratory	Diabetes	Diabetes	no	high	yes	yes	no
[60-70)	6	59	1	13	0	0	0	Other	Other	Other	Other	no	no	no	yes	yes
[80-90)	2	23	1	12	0	0	0	Other	Digestive	Other	Circulatory	normal	no	no	no	no
[50-60)	1	30	1	16	0	1	0	Missing	Diabetes	Other	Circulatory	no	no	no	no	yes
[60-70)	4	46	3	8	0	0	0	Missing	Digestive	Other	Other	no	no	no	no	no
[60-70)	2	29	2	15	0	0	0	Cardiology	Diabetes	Other	Other	no	no	yes	yes	no
[50-60)	2	29	4	25	0	0	0	Missing	Circulatory	Other	Other	no	no	no	yes	no
[70-80)	5	59	0	19	0	2	2	Missing	Respiratory	Digestive	Other	no	no	no	yes	no
[60-70)	3	27	0	12	0	1	0	Surgery	Injury	Other	Other	no	no	yes	yes	no
[80-90)	4	45	0	19	0	0	0	InternalMedicine	Respiratory	Respiratory	Circulatory	no	no	yes	yes	no
[60-70)	10	92	6	61	1	0	0	Missing	Circulatory	Circulatory	Diabetes	no	no	yes	yes	yes
[60-70)	1	30	0	13	0	0	1	Missing	Other	Diabetes	Other	no	no	no	yes	yes
[80-90)	2	55	0	10	1	3	2	Missing	Other	Respiratory	Circulatory	no	no	no	no	yes
[50-60)	3	31	0	10	0	0	0	Emergency/Trauma	Other	Digestive	Other	no	no	yes	yes	yes
[80-90)	9	47	0	28	0	0	0	InternalMedicine	Respiratory	Respiratory	Respiratory	no	no	no	yes	yes
[60-70)	6	1	3	10	1	1	0	Family/GeneralPractice	Diabetes	Other	Circulatory	no	no	yes	yes	yes
[60-70)	2	66	0	14	0	0	0	InternalMedicine	Musculoskeletal	Other	Circulatory	no	high	no	no	yes
[40-50)	1	39	0	11	1	1	0	Emergency/Trauma	Digestive	Other	Other	no	no	no	yes	no
[40-50)	2	54	0	18	7	7	2	InternalMedicine	Other	Other	Diabetes	no	no	yes	yes	yes
[60-70)	7	33	1	26	0	0	0	Other	Digestive	Other	Circulatory	no	no	no	yes	no
[70-80)	1	28	0	12	0	0	0	Missing	Injury	Other	Circulatory	no	no	no	no	no
[80-90)	4	43	0	10	0	3	0	Missing	Circulatory	Circulatory	Other	no	no	no	yes	no
[40-50)	2	40	2	10	0	1	0	Other	Diabetes	Circulatory	Circulatory	no	normal	yes	yes	yes
[50-60)	6	43	6	36	0	0	0	Missing	Circulatory	Other	Diabetes	no	no	no	yes	yes
[80-90)	3	55	0	21	0	0	0	Missing	Other	Circulatory	Other	no	normal	yes	yes	yes
[70-80)	3	36	3	22	0	0	0	Missing	Circulatory	Injury	Circulatory	no	no	yes	yes	no
[70-80)	7	84	6	33	0	0	0	Family/GeneralPractice	Digestive	Circulatory	Other	no	no	yes	yes	no
[70-80)	1	2	0	9	0	1	0	Missing	Respiratory	Circulatory	Diabetes	no	no	yes	yes	no
[50-60)	4	41	0	19	0	1	1	Missing	Respiratory	Respiratory	Other	no	no	yes	yes	yes
[70-80)	2	1	1	16	3	0	0	Missing	Other	Diabetes	Other	no	no	yes	yes	no
[60-70)	2	31	1	15	0	0	0	Missing	Circulatory	Circulatory	Diabetes	no	no	no	yes	no
[70-80)	1	23	5	9	0	0	0	Missing	Circulatory	Diabetes	Missing	no	no	no	no	no
[70-80)	4	15	1	29	0	0	0	Other	Musculoskeletal	Other	Circulatory	no	no	yes	yes	yes
[80-90)	13	48	2	45	0	1	4	Surgery	Digestive	Digestive	Other	no	no	yes	yes	no
[70-80)	3	40	1	10	0	1	0	InternalMedicine	Other	Other	Respiratory	no	no	no	yes	no
[40-50)	4	61	2	18	1	5	0	Emergency/Trauma	Other	Injury	Circulatory	no	no	no	yes	no
[70-80)	2	44	0	27	2	4	1	Cardiology	Circulatory	Circulatory	Digestive	no	normal	yes	yes	yes
[50-60)	3	41	1	14	0	1	0	Missing	Other	Other	Respiratory	no	no	no	yes	no
[60-70)	3	51	0	11	0	0	0	Missing	Circulatory	Diabetes	Other	no	high	yes	yes	yes
[60-70)	6	63	2	20	0	1	0	Emergency/Trauma	Respiratory	Other	Other	no	no	yes	yes	yes

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