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)	1	22	0	15	0	0	0	Cardiology	Circulatory	Circulatory	Circulatory	high	no	yes	yes	no
[50-60)	1	26	2	18	0	0	0	Other	Other	Other	Diabetes	no	no	no	no	no
[70-80)	3	53	0	18	0	1	0	Missing	Circulatory	Diabetes	Other	no	high	yes	yes	no
[50-60)	3	51	0	16	0	0	0	Missing	Other	Other	Other	no	no	yes	yes	yes
[70-80)	5	60	1	16	0	0	0	InternalMedicine	Circulatory	Circulatory	Circulatory	no	no	no	yes	yes
[50-60)	6	68	5	34	0	0	0	Cardiology	Circulatory	Respiratory	Respiratory	no	high	yes	yes	no
[70-80)	5	44	2	13	0	0	0	Missing	Circulatory	Respiratory	Other	no	normal	no	yes	no
[50-60)	10	37	2	23	0	1	0	InternalMedicine	Circulatory	Circulatory	Diabetes	no	no	yes	yes	yes
[50-60)	1	41	0	9	0	0	0	InternalMedicine	Digestive	Digestive	Respiratory	no	no	no	yes	no
[60-70)	3	54	2	14	0	1	1	Missing	Digestive	Other	Circulatory	no	no	yes	yes	yes
[50-60)	2	53	0	13	0	0	0	Missing	Respiratory	Diabetes	Other	no	no	yes	yes	no
[50-60)	6	41	0	24	0	1	3	InternalMedicine	Other	Respiratory	Other	no	no	yes	yes	yes
[40-50)	1	3	1	10	1	1	0	Missing	Respiratory	Circulatory	Circulatory	no	no	no	yes	yes
[60-70)	4	46	1	22	0	0	0	Family/GeneralPractice	Respiratory	Circulatory	Circulatory	no	no	yes	yes	yes
[70-80)	3	40	0	7	0	1	0	Family/GeneralPractice	Respiratory	Respiratory	Respiratory	no	no	yes	yes	yes
[60-70)	7	43	2	16	0	2	0	Surgery	Diabetes	Circulatory	Circulatory	no	no	no	yes	no
[60-70)	7	29	6	14	0	0	0	Missing	Digestive	Circulatory	Circulatory	no	no	no	yes	yes
[80-90)	7	54	5	36	0	0	0	Missing	Circulatory	Circulatory	Circulatory	no	no	no	yes	no
[60-70)	7	70	2	17	0	0	0	Missing	Injury	Other	Digestive	no	no	yes	yes	no
[50-60)	2	21	0	16	0	0	0	Missing	Injury	Other	Circulatory	no	no	no	yes	no
[80-90)	1	26	0	10	1	2	1	Missing	Other	Other	Diabetes	no	no	yes	yes	yes
[60-70)	2	64	0	13	0	0	0	Missing	Circulatory	Other	Other	no	no	no	yes	no
[80-90)	3	50	3	30	0	0	0	InternalMedicine	Musculoskeletal	Respiratory	Injury	no	normal	no	yes	no
[70-80)	8	84	1	23	0	0	0	Family/GeneralPractice	Other	Circulatory	Other	no	normal	no	yes	no
[80-90)	2	41	0	13	0	0	0	InternalMedicine	Respiratory	Circulatory	Musculoskeletal	no	no	no	yes	yes
[90-100)	4	74	0	12	0	1	0	Family/GeneralPractice	Circulatory	Other	Circulatory	no	no	no	no	yes
[60-70)	2	31	3	14	0	0	0	Cardiology	Circulatory	Circulatory	Circulatory	no	no	no	yes	no
[80-90)	2	26	2	14	0	0	0	Missing	Other	Other	Circulatory	no	no	no	yes	no
[60-70)	2	49	0	7	0	0	0	Family/GeneralPractice	Respiratory	Circulatory	Diabetes	no	no	no	yes	no
[40-50)	6	56	3	20	0	0	0	Missing	Digestive	Other	Other	no	high	yes	yes	yes
[40-50)	2	19	0	23	0	2	0	Missing	Other	Respiratory	Other	high	no	yes	yes	yes
[70-80)	2	32	2	17	1	0	0	Missing	Digestive	Respiratory	Circulatory	no	no	yes	yes	no
[60-70)	3	7	1	9	0	0	0	Family/GeneralPractice	Digestive	Digestive	Circulatory	no	no	no	no	yes
[60-70)	1	59	0	14	0	0	0	Missing	Respiratory	Circulatory	Other	no	no	yes	yes	no
[40-50)	7	62	1	31	1	5	0	Emergency/Trauma	Circulatory	Other	Circulatory	no	high	yes	yes	yes
[60-70)	2	36	3	15	0	0	0	Missing	Respiratory	Circulatory	Other	no	no	no	no	no
[50-60)	3	6	2	17	1	0	0	Missing	Other	Other	Circulatory	no	no	no	yes	no
[60-70)	2	38	0	11	0	0	1	Missing	Diabetes	Circulatory	Other	no	no	yes	yes	no
[80-90)	1	61	0	8	0	2	0	Missing	Respiratory	Other	Other	no	no	no	no	no
[70-80)	10	49	0	12	0	0	0	Missing	Other	Other	Diabetes	no	no	no	yes	no
[60-70)	2	69	0	10	0	1	0	Emergency/Trauma	Circulatory	Circulatory	Other	no	normal	no	no	no
[80-90)	2	55	0	12	0	0	0	InternalMedicine	Respiratory	Other	Diabetes	no	no	yes	yes	no
[50-60)	2	28	0	12	0	0	0	Family/GeneralPractice	Other	Diabetes	Circulatory	no	no	yes	yes	no
[60-70)	2	38	2	10	0	1	0	Missing	Circulatory	Circulatory	Circulatory	no	no	no	yes	no
[60-70)	2	39	0	29	0	3	0	Missing	Respiratory	Respiratory	Circulatory	no	no	yes	yes	yes
[70-80)	1	29	4	18	0	0	0	Cardiology	Circulatory	Circulatory	Respiratory	no	no	yes	yes	no
[80-90)	9	64	4	24	0	0	0	InternalMedicine	Other	Other	Other	no	high	yes	yes	yes
[60-70)	1	53	0	2	1	0	1	Cardiology	Digestive	Circulatory	Circulatory	no	no	no	no	no
[50-60)	5	65	2	17	1	0	0	Missing	Other	Other	Other	no	no	yes	yes	no
[60-70)	2	39	0	8	0	0	0	Family/GeneralPractice	Circulatory	Diabetes	Circulatory	no	no	yes	yes	no
[50-60)	6	54	0	34	0	0	0	Missing	Respiratory	Circulatory	Circulatory	no	high	yes	yes	yes
[70-80)	3	1	3	8	0	0	0	InternalMedicine	Circulatory	Circulatory	Circulatory	no	no	no	yes	no
[70-80)	7	55	2	9	0	1	0	InternalMedicine	Digestive	Digestive	Diabetes	no	no	no	no	no
[50-60)	1	30	1	6	0	0	0	Surgery	Other	Diabetes	Circulatory	no	no	no	yes	yes
[70-80)	1	26	1	12	0	0	0	Missing	Other	Other	Circulatory	no	no	no	no	no
[50-60)	2	47	0	13	1	0	4	Missing	Respiratory	Circulatory	Diabetes	no	no	yes	yes	yes
[70-80)	3	29	3	14	0	0	0	Missing	Circulatory	Musculoskeletal	Other	no	no	yes	yes	no
[50-60)	2	4	2	8	3	1	1	InternalMedicine	Digestive	Digestive	Other	no	no	no	no	no
[70-80)	7	32	0	8	0	0	0	Cardiology	Other	Circulatory	Circulatory	no	no	no	no	no
[90-100)	4	35	1	14	0	0	0	Surgery	Circulatory	Other	Diabetes	no	no	no	no	no
[60-70)	1	35	0	4	0	1	0	Missing	Respiratory	Circulatory	Other	no	no	no	no	no
[70-80)	1	42	0	5	0	0	0	Missing	Circulatory	Other	Circulatory	no	high	no	no	no
[80-90)	6	68	4	23	0	0	0	Emergency/Trauma	Circulatory	Other	Circulatory	no	no	yes	yes	yes
[80-90)	6	1	1	17	0	0	1	Surgery	Diabetes	Circulatory	Other	no	no	yes	yes	no
[70-80)	5	20	0	13	0	0	0	Other	Other	Other	Digestive	high	no	yes	yes	yes
[40-50)	4	67	0	11	0	0	0	Emergency/Trauma	Circulatory	Other	Diabetes	no	high	yes	yes	yes
[40-50)	2	53	0	7	0	0	0	Family/GeneralPractice	Other	Injury	Missing	no	normal	no	yes	no
[60-70)	4	48	0	8	0	0	0	Missing	Circulatory	Circulatory	Musculoskeletal	no	no	yes	yes	no
[60-70)	1	46	0	8	0	0	0	Emergency/Trauma	Respiratory	Circulatory	Other	no	no	no	yes	no
[80-90)	5	60	0	16	0	2	0	InternalMedicine	Other	Injury	Other	no	no	yes	yes	no
[90-100)	6	62	0	15	0	0	0	Missing	Other	Other	Circulatory	no	no	no	yes	no
[80-90)	3	1	0	18	0	1	0	Missing	Circulatory	Diabetes	Circulatory	no	no	yes	yes	yes
[60-70)	1	54	0	14	0	0	0	Missing	Respiratory	Respiratory	Respiratory	no	no	no	yes	no
[70-80)	4	52	1	21	0	0	0	Missing	Circulatory	Circulatory	Other	no	normal	yes	yes	no
[60-70)	7	69	1	12	3	1	0	Missing	Other	Other	Other	no	no	yes	yes	no
[60-70)	2	43	2	9	0	0	0	Cardiology	Circulatory	Circulatory	Diabetes	no	no	no	yes	no
[40-50)	1	47	0	9	0	0	0	Missing	Respiratory	Diabetes	Circulatory	no	high	no	yes	no
[50-60)	6	41	6	30	0	0	0	Missing	Circulatory	Diabetes	Circulatory	no	no	yes	yes	yes
[70-80)	7	41	0	13	0	2	0	Missing	Other	Circulatory	Other	no	no	yes	yes	no
[60-70)	10	22	0	14	0	1	0	Missing	Other	Circulatory	Other	no	high	yes	yes	yes
[70-80)	4	50	0	11	0	0	0	Missing	Circulatory	Circulatory	Circulatory	no	high	yes	yes	yes
[60-70)	1	26	0	13	0	0	1	Missing	Circulatory	Circulatory	Other	normal	no	no	yes	yes
[80-90)	9	50	0	6	0	1	0	Family/GeneralPractice	Circulatory	Other	Circulatory	no	no	no	no	no
[50-60)	4	3	1	29	0	0	0	Missing	Musculoskeletal	Circulatory	Other	no	no	yes	yes	no
[60-70)	6	66	0	24	0	1	0	InternalMedicine	Circulatory	Circulatory	Circulatory	no	no	yes	yes	yes
[60-70)	2	41	0	4	0	0	0	Missing	Diabetes	Other	Missing	no	high	yes	yes	no
[70-80)	1	3	1	2	0	0	0	InternalMedicine	Other	Other	Diabetes	no	no	no	yes	no
[50-60)	8	44	2	28	0	0	0	Missing	Injury	Circulatory	Other	no	no	no	no	no
[60-70)	8	92	2	26	0	0	0	Missing	Diabetes	Other	Circulatory	no	normal	no	yes	yes
[70-80)	4	64	0	22	0	0	0	Surgery	Other	Circulatory	Circulatory	no	no	yes	yes	no
[70-80)	1	49	1	10	0	0	0	InternalMedicine	Respiratory	Diabetes	Other	no	no	yes	yes	yes
[80-90)	3	30	1	7	0	0	0	InternalMedicine	Digestive	Other	Other	no	normal	no	yes	no
[80-90)	14	55	0	21	0	0	0	Missing	Other	Injury	Respiratory	no	no	no	yes	no
[60-70)	3	59	3	11	0	0	0	Other	Other	Circulatory	Other	no	no	no	yes	no
[40-50)	2	60	0	15	0	2	0	InternalMedicine	Diabetes	Other	Diabetes	no	high	yes	yes	yes
[70-80)	1	29	0	2	0	0	0	Other	Other	Other	Other	no	no	no	no	no
[80-90)	7	80	5	24	0	2	0	InternalMedicine	Diabetes	Circulatory	Other	no	high	yes	yes	no
[50-60)	6	45	0	16	0	1	0	Missing	Respiratory	Other	Other	no	no	no	yes	no
[80-90)	3	35	0	14	0	0	0	Missing	Circulatory	Circulatory	Circulatory	no	no	yes	yes	yes
[70-80)	1	37	0	4	0	0	0	Missing	Other	Other	Circulatory	no	no	no	no	no

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