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
[80-90)	2	19	0	10	0	0	0	Missing	Circulatory	Circulatory	Circulatory	high	no	no	yes	no
[70-80)	4	51	1	8	0	0	0	InternalMedicine	Digestive	Circulatory	Circulatory	no	no	no	yes	yes
[50-60)	1	50	0	14	0	0	0	InternalMedicine	Respiratory	Other	Circulatory	no	high	yes	yes	no
[50-60)	8	51	0	15	1	0	0	Missing	Other	Other	Other	no	no	no	yes	yes
[60-70)	10	66	6	24	2	0	1	InternalMedicine	Circulatory	Circulatory	Circulatory	no	no	no	no	yes
[70-80)	6	61	1	18	0	1	0	Missing	Circulatory	Respiratory	Respiratory	no	no	no	yes	no
[50-60)	6	32	2	25	0	2	7	Surgery	Digestive	Circulatory	Respiratory	no	no	no	no	yes
[80-90)	10	25	2	18	0	2	0	Family/GeneralPractice	Circulatory	Circulatory	Respiratory	no	no	yes	yes	yes
[50-60)	3	12	0	8	0	1	0	Family/GeneralPractice	Respiratory	Circulatory	Diabetes	no	no	yes	yes	no
[70-80)	7	1	6	14	0	2	0	Surgery	Injury	Other	Circulatory	no	no	yes	yes	yes
[60-70)	6	38	1	22	0	0	0	Cardiology	Other	Circulatory	Other	no	no	no	yes	no
[80-90)	8	52	0	10	1	0	0	Missing	Circulatory	Respiratory	Diabetes	no	no	yes	yes	no
[80-90)	14	66	1	23	0	1	1	InternalMedicine	Circulatory	Respiratory	Circulatory	no	no	no	yes	no
[50-60)	4	36	0	17	0	1	0	Missing	Circulatory	Other	Circulatory	no	no	no	yes	yes
[50-60)	9	41	3	7	0	0	0	InternalMedicine	Diabetes	Musculoskeletal	Musculoskeletal	no	high	yes	yes	no
[80-90)	4	59	1	10	0	0	0	InternalMedicine	Digestive	Circulatory	Diabetes	high	high	no	no	no
[70-80)	4	57	6	25	0	0	0	Surgery	Circulatory	Other	Digestive	no	no	yes	yes	yes
[80-90)	11	68	2	28	1	0	0	InternalMedicine	Musculoskeletal	Other	Other	no	no	yes	yes	no
[70-80)	7	56	0	12	2	0	0	Missing	Other	Other	Diabetes	no	no	yes	yes	no
[40-50)	1	36	1	9	0	0	0	Missing	Injury	Respiratory	Other	no	no	yes	yes	no
[70-80)	8	52	1	12	1	1	0	Missing	Diabetes	Circulatory	Other	no	no	no	no	yes
[40-50)	5	49	3	8	0	0	0	Missing	Circulatory	Circulatory	Diabetes	no	no	no	no	yes
[80-90)	6	61	0	15	1	0	0	Missing	Other	Other	Other	no	no	no	yes	yes
[60-70)	1	1	6	18	0	0	1	Missing	Digestive	Digestive	Diabetes	no	no	yes	yes	no
[90-100)	6	38	2	11	0	6	0	Missing	Other	Other	Other	no	no	no	no	yes
[70-80)	6	73	0	12	2	1	1	Missing	Circulatory	Other	Other	no	no	no	no	yes
[60-70)	2	43	0	15	1	1	0	InternalMedicine	Circulatory	Other	Circulatory	no	no	yes	yes	no
[70-80)	4	46	1	8	0	0	0	Emergency/Trauma	Other	Digestive	Digestive	no	no	no	no	no
[60-70)	3	41	5	18	0	0	0	InternalMedicine	Circulatory	Circulatory	Circulatory	no	no	yes	yes	no
[50-60)	6	5	0	10	0	0	0	Other	Other	Other	Injury	no	no	yes	yes	no
[60-70)	1	47	0	1	0	0	0	InternalMedicine	Circulatory	Diabetes	Other	no	no	no	no	yes
[60-70)	3	44	4	39	0	0	0	Other	Respiratory	Injury	Respiratory	no	no	no	yes	no
[60-70)	3	49	0	18	0	3	0	Family/GeneralPractice	Respiratory	Diabetes	Other	no	no	yes	yes	yes
[80-90)	2	4	0	1	0	0	0	Missing	Circulatory	Respiratory	Other	no	no	no	no	yes
[70-80)	1	16	1	8	0	1	0	Family/GeneralPractice	Injury	Injury	Injury	normal	no	no	no	no
[80-90)	5	61	0	25	0	2	1	Missing	Circulatory	Diabetes	Diabetes	no	no	no	yes	yes
[70-80)	3	31	1	11	0	0	0	Missing	Circulatory	Diabetes	Other	no	no	no	no	no
[70-80)	4	49	2	14	0	2	0	Missing	Diabetes	Musculoskeletal	Injury	no	no	no	yes	yes
[70-80)	5	53	0	14	0	0	0	Emergency/Trauma	Other	Diabetes	Circulatory	no	high	yes	yes	yes
[60-70)	5	56	3	19	0	0	0	Missing	Circulatory	Respiratory	Circulatory	no	normal	yes	yes	no
[70-80)	5	52	0	13	0	1	0	Missing	Circulatory	Circulatory	Diabetes	no	normal	yes	yes	yes
[70-80)	10	57	0	17	0	0	0	Family/GeneralPractice	Circulatory	Circulatory	Circulatory	no	no	yes	yes	yes
[70-80)	10	48	3	16	0	1	0	Other	Other	Respiratory	Other	no	high	no	no	yes
[80-90)	7	44	6	31	0	0	0	Missing	Circulatory	Circulatory	Circulatory	no	no	yes	yes	yes
[60-70)	4	50	2	30	2	3	0	Missing	Circulatory	Circulatory	Respiratory	no	no	yes	yes	yes
[60-70)	4	25	1	12	0	0	0	Surgery	Circulatory	Circulatory	Diabetes	no	no	yes	yes	yes
[50-60)	1	58	3	11	0	0	0	InternalMedicine	Circulatory	Circulatory	Circulatory	no	no	no	yes	no
[80-90)	9	58	0	14	0	0	0	Other	Respiratory	Respiratory	Respiratory	no	no	no	yes	yes
[70-80)	4	73	3	24	0	1	0	InternalMedicine	Digestive	Other	Digestive	no	no	no	yes	yes
[40-50)	3	69	0	13	0	0	0	Family/GeneralPractice	Circulatory	Circulatory	Diabetes	no	no	no	yes	no
[80-90)	5	68	1	24	0	0	0	Missing	Circulatory	Circulatory	Other	no	high	yes	yes	no
[50-60)	2	4	1	19	0	0	0	Missing	Circulatory	Respiratory	Circulatory	no	no	yes	yes	yes
[40-50)	4	50	1	25	0	1	0	Family/GeneralPractice	Respiratory	Respiratory	Other	no	normal	yes	yes	yes
[50-60)	4	76	0	19	0	0	0	InternalMedicine	Other	Other	Diabetes	no	high	yes	yes	no
[60-70)	4	31	6	27	0	0	0	Missing	Circulatory	Circulatory	Circulatory	no	no	yes	yes	no
[60-70)	2	4	0	12	0	0	0	Missing	Circulatory	Diabetes	Circulatory	no	normal	no	yes	yes
[70-80)	5	34	4	15	0	0	0	Cardiology	Circulatory	Diabetes	Other	no	no	yes	yes	no
[40-50)	12	65	4	33	0	0	0	Other	Injury	Musculoskeletal	Other	no	no	yes	yes	no
[80-90)	6	65	2	8	0	0	0	Cardiology	Other	Other	Circulatory	no	no	yes	yes	yes
[40-50)	4	50	3	11	0	0	0	Cardiology	Respiratory	Diabetes	Other	no	no	no	yes	no
[60-70)	2	18	0	9	0	0	0	InternalMedicine	Circulatory	Respiratory	Respiratory	no	no	no	yes	no
[70-80)	1	32	6	9	0	0	0	Other	Circulatory	Diabetes	Other	no	no	no	yes	yes
[60-70)	1	34	0	14	2	0	0	Missing	Circulatory	Circulatory	Circulatory	no	no	yes	yes	yes
[70-80)	2	1	0	5	0	0	0	Emergency/Trauma	Other	Other	Diabetes	no	no	no	no	yes
[70-80)	1	73	0	16	0	1	0	InternalMedicine	Respiratory	Diabetes	Circulatory	no	no	yes	yes	no
[60-70)	12	68	0	29	0	0	0	Other	Circulatory	Other	Injury	no	no	yes	yes	no
[80-90)	1	18	0	18	0	0	2	Missing	Circulatory	Respiratory	Circulatory	normal	no	yes	yes	yes
[70-80)	8	64	5	28	2	0	0	InternalMedicine	Circulatory	Circulatory	Circulatory	no	no	no	no	yes
[50-60)	2	3	0	23	2	4	1	Other	Other	Other	Circulatory	no	no	yes	yes	yes
[50-60)	5	55	3	36	0	0	0	Other	Musculoskeletal	Circulatory	Other	no	no	yes	yes	no
[80-90)	6	39	2	17	0	1	0	Other	Injury	Diabetes	Other	no	no	no	yes	no
[60-70)	11	50	0	19	0	0	0	Missing	Diabetes	Other	Other	no	no	yes	yes	yes
[80-90)	1	18	0	8	0	2	1	Missing	Other	Other	Circulatory	normal	no	yes	yes	yes
[40-50)	2	77	0	6	0	0	0	Missing	Respiratory	Other	Diabetes	no	high	no	no	no
[50-60)	2	57	3	19	0	0	0	InternalMedicine	Circulatory	Circulatory	Circulatory	no	normal	yes	yes	no
[50-60)	2	66	0	3	0	0	0	Missing	Diabetes	Circulatory	Other	normal	high	no	yes	yes
[80-90)	4	69	2	16	0	0	0	Missing	Other	Other	Other	no	no	no	yes	no
[60-70)	2	36	0	19	5	2	0	Missing	Circulatory	Other	Circulatory	no	no	yes	yes	yes
[60-70)	2	45	2	13	1	0	0	Cardiology	Circulatory	Respiratory	Other	no	no	no	yes	yes
[70-80)	6	11	4	8	0	0	0	Other	Musculoskeletal	Digestive	Injury	no	no	no	no	yes
[50-60)	2	6	2	21	2	0	0	Missing	Injury	Circulatory	Other	no	no	yes	yes	yes
[40-50)	10	71	3	19	0	1	0	Missing	Other	Respiratory	Other	no	normal	no	yes	yes
[40-50)	9	73	2	23	0	1	0	InternalMedicine	Other	Circulatory	Circulatory	no	no	yes	yes	yes
[80-90)	3	51	0	8	0	0	0	Surgery	Other	Other	Other	no	no	yes	yes	yes
[40-50)	2	43	0	9	0	0	0	Cardiology	Respiratory	Diabetes	Circulatory	no	no	no	yes	yes
[70-80)	7	54	3	43	0	0	0	Missing	Circulatory	Circulatory	Circulatory	no	no	no	yes	no
[70-80)	3	38	0	21	0	0	0	InternalMedicine	Respiratory	Other	Other	no	no	yes	yes	no
[50-60)	7	47	2	14	0	0	0	Family/GeneralPractice	Circulatory	Other	Diabetes	no	no	yes	yes	yes
[70-80)	2	60	0	14	0	0	0	InternalMedicine	Circulatory	Other	Other	no	no	no	no	yes
[60-70)	4	37	4	22	1	0	1	Other	Musculoskeletal	Musculoskeletal	Circulatory	no	high	yes	yes	yes
[70-80)	11	42	0	19	0	1	0	Family/GeneralPractice	Circulatory	Respiratory	Diabetes	no	no	yes	yes	no
[80-90)	11	60	2	20	0	1	0	InternalMedicine	Circulatory	Circulatory	Other	no	no	yes	yes	no
[60-70)	1	62	3	20	0	0	0	Surgery	Other	Circulatory	Other	no	no	yes	yes	no
[70-80)	3	37	4	20	0	0	0	Missing	Other	Diabetes	Circulatory	no	normal	yes	yes	no
[60-70)	1	21	1	22	0	0	0	Missing	Circulatory	Respiratory	Circulatory	no	no	no	no	no
[50-60)	4	35	1	19	0	0	0	Other	Other	Circulatory	Other	no	no	no	yes	yes
[60-70)	1	43	1	7	0	1	0	Missing	Other	Other	Other	no	no	no	no	yes
[60-70)	7	82	4	31	0	1	0	Missing	Digestive	Diabetes	Other	no	high	no	yes	yes
[70-80)	8	60	3	16	0	0	0	Missing	Circulatory	Circulatory	Other	no	normal	no	no	no
[50-60)	2	40	1	11	0	6	2	Other	Diabetes	Circulatory	Other	no	no	no	no	yes

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