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
[50-60)	12	52	3	26	11	4	1	Missing	Diabetes	Other	Respiratory	no	high	yes	yes	yes
[60-70)	2	1	1	16	4	0	0	Surgery	Circulatory	Circulatory	Circulatory	no	no	no	no	no
[70-80)	2	34	0	13	0	0	0	Missing	Other	Diabetes	Circulatory	no	no	yes	yes	yes
[60-70)	9	10	0	16	1	1	2	Other	Other	Diabetes	Circulatory	no	no	yes	yes	no
[50-60)	4	63	0	12	0	1	0	Emergency/Trauma	Digestive	Other	Other	no	no	no	no	no
[40-50)	3	46	2	15	0	11	0	Family/GeneralPractice	Respiratory	Diabetes	Other	no	no	no	yes	yes
[80-90)	2	39	3	21	2	0	0	Surgery	Injury	Diabetes	Circulatory	no	no	no	yes	yes
[40-50)	1	54	3	11	0	0	0	Emergency/Trauma	Circulatory	Diabetes	Circulatory	no	no	no	yes	yes
[60-70)	1	46	3	12	0	0	0	Missing	Circulatory	Circulatory	Diabetes	no	high	no	no	no
[70-80)	7	33	4	30	0	2	0	Missing	Other	Other	Diabetes	no	no	no	no	yes
[60-70)	2	35	2	21	0	1	0	Missing	Circulatory	Circulatory	Other	no	no	yes	yes	yes
[70-80)	1	53	0	5	0	0	0	Missing	Other	Musculoskeletal	Circulatory	no	no	no	no	yes
[50-60)	2	50	0	9	0	0	0	InternalMedicine	Other	Other	Other	no	no	yes	yes	no
[70-80)	4	21	0	11	0	0	0	Other	Other	Diabetes	Other	no	no	yes	yes	yes
[70-80)	1	42	2	11	0	0	0	InternalMedicine	Other	Other	Diabetes	no	no	no	no	no
[60-70)	4	30	3	10	0	0	0	Other	Respiratory	Other	Other	no	no	no	no	no
[70-80)	2	43	3	21	0	0	0	Missing	Respiratory	Circulatory	Other	no	high	yes	yes	no
[70-80)	4	61	2	11	0	0	0	Missing	Respiratory	Digestive	Diabetes	no	normal	yes	yes	yes
[80-90)	9	44	0	10	0	0	0	Missing	Other	Diabetes	Other	no	normal	yes	yes	no
[70-80)	3	70	2	19	0	0	0	Other	Musculoskeletal	Other	Diabetes	no	high	yes	yes	no
[70-80)	13	48	1	28	0	0	0	InternalMedicine	Digestive	Other	Digestive	no	no	yes	yes	yes
[70-80)	10	53	1	10	0	0	0	Family/GeneralPractice	Circulatory	Other	Circulatory	no	high	yes	yes	yes
[50-60)	3	13	0	14	0	0	0	Emergency/Trauma	Other	Other	Other	no	no	yes	yes	no
[50-60)	1	38	2	10	0	0	0	Missing	Respiratory	Diabetes	Respiratory	no	no	yes	yes	no
[60-70)	1	1	1	19	0	0	0	Missing	Other	Other	Other	no	no	no	yes	no
[80-90)	5	47	1	17	0	1	0	Other	Digestive	Digestive	Digestive	no	no	no	yes	yes
[80-90)	4	36	1	24	0	0	0	Missing	Injury	Injury	Other	no	no	no	yes	no
[60-70)	1	48	1	6	0	0	0	Missing	Circulatory	Circulatory	Other	no	no	no	no	no
[70-80)	12	58	0	9	0	0	0	Family/GeneralPractice	Respiratory	Other	Respiratory	no	no	no	no	no
[70-80)	8	65	1	14	0	0	0	Surgery	Circulatory	Respiratory	Respiratory	no	normal	no	no	no
[60-70)	2	41	2	24	0	0	0	Other	Other	Circulatory	Other	no	high	yes	yes	no
[70-80)	4	45	2	25	1	0	2	Missing	Musculoskeletal	Diabetes	Other	no	no	no	yes	no
[70-80)	1	20	3	16	0	0	0	Other	Other	Other	Other	no	no	no	yes	no
[40-50)	2	49	0	17	0	0	0	Missing	Respiratory	Circulatory	Respiratory	no	no	no	no	no
[50-60)	8	41	2	39	0	0	0	Cardiology	Circulatory	Circulatory	Respiratory	no	no	no	yes	no
[70-80)	3	54	0	17	1	0	0	Missing	Circulatory	Diabetes	Other	no	no	yes	yes	yes
[70-80)	3	67	3	19	0	2	1	InternalMedicine	Other	Other	Circulatory	no	no	no	yes	yes
[70-80)	5	41	0	14	0	1	1	Missing	Respiratory	Other	Diabetes	no	no	no	yes	yes
[40-50)	2	55	2	31	4	1	0	Missing	Respiratory	Circulatory	Other	no	no	no	no	yes
[50-60)	1	36	3	26	0	0	0	Surgery	Musculoskeletal	Other	Diabetes	no	no	yes	yes	yes
[70-80)	3	47	2	22	6	0	0	Surgery	Other	Circulatory	Circulatory	no	no	no	yes	no
[80-90)	5	83	0	10	0	1	0	Family/GeneralPractice	Musculoskeletal	Other	Respiratory	no	no	no	yes	no
[70-80)	5	40	0	17	0	0	0	Missing	Other	Other	Other	no	no	yes	yes	yes
[70-80)	1	4	2	12	0	0	0	Missing	Circulatory	Circulatory	Circulatory	no	no	no	yes	yes
[80-90)	2	43	2	18	0	0	0	Missing	Injury	Injury	Circulatory	no	no	no	no	no
[70-80)	7	70	2	19	0	2	0	Family/GeneralPractice	Circulatory	Respiratory	Circulatory	no	high	no	no	no
[50-60)	1	42	0	13	0	0	0	InternalMedicine	Respiratory	Diabetes	Other	no	no	yes	yes	yes
[80-90)	3	57	0	16	0	0	0	Missing	Respiratory	Other	Other	no	no	yes	yes	yes
[60-70)	2	51	0	11	0	0	0	InternalMedicine	Circulatory	Circulatory	Circulatory	no	no	no	yes	no
[40-50)	10	66	0	20	1	0	0	Missing	Digestive	Other	Digestive	no	no	yes	yes	no
[60-70)	5	32	0	17	0	0	0	Other	Respiratory	Other	Other	no	no	yes	yes	yes
[60-70)	1	37	6	18	1	1	0	Cardiology	Circulatory	Circulatory	Respiratory	no	no	no	yes	yes
[90-100)	9	86	0	9	0	0	0	Missing	Respiratory	Respiratory	Respiratory	high	no	no	no	yes
[40-50)	1	64	0	8	0	0	0	Missing	Other	Respiratory	Diabetes	no	high	yes	yes	yes
[70-80)	10	86	0	13	0	1	0	InternalMedicine	Other	Other	Other	high	no	yes	yes	no
[60-70)	5	24	0	18	0	0	0	Missing	Digestive	Other	Circulatory	normal	no	no	no	no
[60-70)	2	46	1	9	0	0	0	Cardiology	Other	Other	Circulatory	no	no	yes	yes	no
[80-90)	11	51	4	24	2	1	0	Other	Respiratory	Circulatory	Respiratory	no	no	no	yes	yes
[60-70)	7	92	0	25	0	0	0	Cardiology	Digestive	Digestive	Circulatory	no	no	yes	yes	yes
[60-70)	1	7	0	7	1	0	0	Other	Circulatory	Other	Other	no	no	no	yes	yes
[70-80)	6	33	2	28	0	0	1	Missing	Injury	Other	Other	no	no	no	yes	no
[70-80)	2	41	1	16	0	0	0	Surgery	Other	Other	Diabetes	no	no	no	no	no
[40-50)	5	47	1	31	1	0	0	Missing	Circulatory	Circulatory	Circulatory	no	high	yes	yes	no
[50-60)	14	68	6	15	0	1	0	Family/GeneralPractice	Digestive	Respiratory	Other	no	no	no	no	yes
[50-60)	3	58	0	16	0	2	0	Missing	Other	Digestive	Diabetes	no	normal	yes	yes	yes
[50-60)	5	66	4	27	0	0	0	InternalMedicine	Circulatory	Diabetes	Circulatory	no	no	yes	yes	yes
[70-80)	5	71	0	14	1	0	0	Emergency/Trauma	Respiratory	Circulatory	Respiratory	no	no	yes	yes	no
[70-80)	5	37	0	17	0	0	0	Family/GeneralPractice	Respiratory	Respiratory	Circulatory	no	no	no	yes	yes
[60-70)	1	24	0	14	1	1	1	Missing	Other	Other	Other	high	no	no	no	yes
[70-80)	7	20	4	25	0	1	1	Missing	Respiratory	Circulatory	Other	no	no	yes	yes	yes
[60-70)	1	54	4	13	0	1	0	InternalMedicine	Circulatory	Circulatory	Circulatory	no	no	no	yes	yes
[50-60)	1	39	0	8	0	0	0	Missing	Circulatory	Circulatory	Circulatory	no	no	no	yes	yes
[40-50)	1	71	4	16	0	2	0	Missing	Circulatory	Other	Other	no	high	no	yes	yes
[80-90)	4	72	4	21	2	0	0	Missing	Circulatory	Other	Diabetes	no	no	no	yes	no
[50-60)	2	47	0	15	0	2	0	InternalMedicine	Respiratory	Respiratory	Circulatory	no	no	no	yes	yes
[60-70)	1	42	0	6	0	0	0	Missing	Respiratory	Diabetes	Circulatory	no	high	no	yes	no
[60-70)	6	56	0	11	0	1	0	Missing	Respiratory	Other	Other	no	no	no	yes	no
[70-80)	7	53	1	10	0	6	0	InternalMedicine	Circulatory	Circulatory	Circulatory	no	no	no	yes	yes
[40-50)	3	66	3	28	0	2	2	Family/GeneralPractice	Musculoskeletal	Diabetes	Other	no	no	yes	yes	no
[60-70)	7	19	1	24	0	1	1	Family/GeneralPractice	Other	Other	Circulatory	normal	no	yes	yes	yes
[70-80)	3	54	0	8	0	0	0	InternalMedicine	Other	Diabetes	Circulatory	no	no	no	no	no
[70-80)	3	37	0	11	0	2	0	InternalMedicine	Circulatory	Circulatory	Circulatory	no	no	no	yes	yes
[50-60)	2	40	0	11	0	0	0	Missing	Other	Diabetes	Circulatory	no	high	yes	yes	no
[50-60)	4	63	0	20	0	0	0	Missing	Respiratory	Digestive	Other	no	no	yes	yes	yes
[50-60)	3	49	3	15	4	0	0	Missing	Circulatory	Circulatory	Diabetes	no	no	yes	yes	no
[50-60)	1	25	1	16	0	3	0	Missing	Injury	Other	Other	no	no	no	no	no
[80-90)	12	45	0	25	0	0	0	Family/GeneralPractice	Other	Circulatory	Other	no	no	yes	yes	no
[60-70)	7	62	1	33	0	0	0	Missing	Respiratory	Circulatory	Circulatory	no	no	yes	yes	no
[80-90)	4	68	0	20	0	0	0	Missing	Other	Circulatory	Other	no	no	yes	yes	no
[90-100)	3	17	0	6	0	0	0	Family/GeneralPractice	Other	Circulatory	Other	normal	no	no	no	no
[60-70)	2	39	0	7	0	0	0	Missing	Diabetes	Other	Circulatory	no	no	no	yes	yes
[50-60)	3	42	0	11	1	1	0	Missing	Other	Circulatory	Respiratory	no	no	no	no	yes
[80-90)	1	50	0	2	2	1	1	Missing	Respiratory	Circulatory	Other	no	no	no	yes	yes
[70-80)	2	4	2	22	0	0	0	Surgery	Other	Diabetes	Circulatory	no	no	yes	yes	no
[40-50)	8	40	0	13	0	0	0	Missing	Circulatory	Diabetes	Circulatory	no	no	no	no	yes
[80-90)	6	18	0	19	1	3	0	Missing	Respiratory	Respiratory	Respiratory	high	no	yes	yes	no
[90-100)	4	38	0	14	0	0	0	Missing	Respiratory	Other	Circulatory	no	no	no	no	yes
[70-80)	3	14	0	9	0	0	0	Missing	Other	Diabetes	Circulatory	no	no	yes	yes	yes
[80-90)	1	45	0	6	0	1	0	Family/GeneralPractice	Diabetes	Other	Other	no	no	no	no	yes
[90-100)	4	46	0	12	0	0	0	InternalMedicine	Injury	Other	Circulatory	no	no	no	no	no

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