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
[40-50)	1	23	0	11	0	0	0	Emergency/Trauma	Diabetes	Other	Other	no	high	yes	yes	yes
[50-60)	8	74	1	26	0	2	0	Missing	Digestive	Other	Other	no	no	yes	yes	yes
[80-90)	2	54	0	14	0	0	0	Missing	Circulatory	Other	Diabetes	no	no	no	yes	yes
[40-50)	1	27	0	8	0	0	1	InternalMedicine	Respiratory	Diabetes	Circulatory	no	no	no	yes	no
[50-60)	14	33	3	38	0	0	0	Other	Other	Respiratory	Other	no	no	yes	yes	no
[50-60)	8	63	3	14	0	1	0	Missing	Digestive	Other	Diabetes	no	no	yes	yes	yes
[70-80)	7	35	1	12	0	0	0	Emergency/Trauma	Other	Other	Other	no	no	yes	yes	yes
[60-70)	1	9	1	14	0	0	0	Missing	Respiratory	Diabetes	Circulatory	no	no	no	yes	no
[80-90)	2	2	2	12	0	1	0	InternalMedicine	Circulatory	Circulatory	Other	no	no	yes	yes	no
[50-60)	12	76	6	31	0	1	0	Cardiology	Circulatory	Diabetes	Injury	no	high	yes	yes	no
[70-80)	4	19	0	16	0	0	0	Missing	Other	Other	Digestive	no	no	yes	yes	no
[60-70)	4	38	1	9	1	2	0	Surgery	Diabetes	Musculoskeletal	Musculoskeletal	no	no	yes	yes	yes
[60-70)	11	17	3	31	0	0	0	Family/GeneralPractice	Respiratory	Respiratory	Respiratory	high	no	no	no	no
[70-80)	3	50	0	19	0	1	0	Missing	Other	Other	Other	no	no	no	yes	no
[40-50)	5	30	6	34	0	0	1	Other	Musculoskeletal	Other	Musculoskeletal	no	no	no	no	yes
[50-60)	8	62	2	14	0	5	0	Family/GeneralPractice	Injury	Circulatory	Other	no	high	yes	yes	yes
[50-60)	1	45	0	13	1	0	0	Family/GeneralPractice	Diabetes	Digestive	Diabetes	no	no	no	yes	no
[70-80)	5	56	0	16	1	0	0	Missing	Diabetes	Other	Other	high	no	no	yes	yes
[60-70)	3	44	0	13	0	0	0	Missing	Circulatory	Diabetes	Circulatory	no	normal	no	yes	yes
[50-60)	2	1	0	14	0	0	0	Missing	Respiratory	Respiratory	Diabetes	no	no	yes	yes	no
[60-70)	6	18	0	16	0	1	0	Missing	Other	Other	Circulatory	normal	no	no	no	no
[50-60)	12	1	0	3	0	0	0	Other	Other	Diabetes	Missing	no	no	no	yes	no
[50-60)	5	63	0	7	0	2	0	InternalMedicine	Circulatory	Diabetes	Other	no	high	yes	yes	yes
[40-50)	6	25	0	15	0	3	2	Missing	Digestive	Other	Digestive	normal	no	no	no	yes
[60-70)	1	31	2	16	0	2	0	Cardiology	Circulatory	Circulatory	Diabetes	no	no	no	no	yes
[50-60)	1	46	4	8	0	0	0	Cardiology	Circulatory	Diabetes	Other	no	no	no	no	yes
[50-60)	3	69	5	13	3	0	0	Cardiology	Circulatory	Diabetes	Circulatory	no	no	no	yes	yes
[80-90)	6	62	1	19	0	5	0	Emergency/Trauma	Other	Circulatory	Other	no	high	no	yes	yes
[70-80)	5	56	0	16	0	1	0	InternalMedicine	Respiratory	Other	Circulatory	no	no	no	yes	yes
[70-80)	4	41	0	14	0	1	0	Missing	Other	Other	Other	no	high	no	no	no
[40-50)	3	73	2	3	0	0	0	Surgery	Injury	Injury	Injury	no	high	no	no	no
[50-60)	3	29	2	14	0	0	0	Missing	Other	Diabetes	Circulatory	no	no	yes	yes	no
[70-80)	5	14	1	8	0	2	0	Surgery	Injury	Other	Circulatory	no	no	no	yes	yes
[70-80)	3	76	0	12	0	0	0	Other	Other	Circulatory	Other	no	high	yes	yes	no
[40-50)	4	27	4	28	0	1	0	Surgery	Circulatory	Circulatory	Diabetes	no	no	yes	yes	yes
[70-80)	2	36	0	9	0	1	0	Missing	Circulatory	Respiratory	Circulatory	no	no	yes	yes	yes
[50-60)	4	50	0	14	0	0	0	Missing	Circulatory	Diabetes	Circulatory	no	normal	yes	yes	no
[70-80)	4	54	0	6	0	0	0	InternalMedicine	Respiratory	Diabetes	Circulatory	no	no	no	no	no
[50-60)	3	73	0	15	0	0	0	Missing	Respiratory	Circulatory	Other	no	no	yes	yes	yes
[50-60)	3	40	2	12	0	0	0	Missing	Digestive	Digestive	Digestive	no	no	no	yes	no
[70-80)	4	73	0	19	0	0	0	Missing	Other	Respiratory	Other	no	no	no	yes	no
[60-70)	3	14	0	10	0	0	0	Missing	Circulatory	Other	Diabetes	no	no	no	yes	yes
[70-80)	1	67	0	17	0	2	1	InternalMedicine	Circulatory	Other	Diabetes	no	no	yes	yes	yes
[80-90)	2	29	4	15	0	0	0	Missing	Circulatory	Injury	Circulatory	no	no	yes	yes	yes
[50-60)	5	42	2	7	4	0	0	Surgery	Digestive	Other	Diabetes	no	no	no	yes	yes
[90-100)	5	46	0	14	0	0	0	Missing	Injury	Other	Circulatory	no	no	yes	yes	no
[50-60)	7	39	1	17	0	1	1	Emergency/Trauma	Digestive	Digestive	Diabetes	no	no	no	no	yes
[50-60)	8	52	1	24	0	0	1	InternalMedicine	Circulatory	Circulatory	Other	no	no	yes	yes	yes
[70-80)	2	6	0	9	9	0	1	Missing	Injury	Circulatory	Circulatory	no	no	no	yes	yes
[50-60)	11	52	0	23	1	3	0	Missing	Other	Other	Musculoskeletal	no	no	no	no	yes
[60-70)	1	50	0	17	0	2	0	Missing	Circulatory	Circulatory	Respiratory	no	no	no	yes	yes
[80-90)	2	23	0	10	0	1	0	Missing	Circulatory	Musculoskeletal	Other	no	no	no	no	yes
[80-90)	8	77	0	8	1	0	0	Missing	Other	Other	Other	no	high	no	no	no
[60-70)	4	46	0	18	0	6	0	Missing	Injury	Other	Other	no	no	no	yes	yes
[40-50)	7	62	5	29	0	5	1	Emergency/Trauma	Circulatory	Circulatory	Other	no	high	yes	yes	yes
[40-50)	5	36	0	20	0	0	0	Missing	Injury	Injury	Circulatory	no	no	yes	yes	no
[70-80)	11	35	3	23	0	1	0	Other	Other	Respiratory	Circulatory	no	no	no	no	no
[40-50)	1	35	1	18	0	0	0	Surgery	Musculoskeletal	Circulatory	Diabetes	no	high	no	yes	no
[40-50)	3	36	0	15	0	0	0	InternalMedicine	Circulatory	Other	Other	no	no	no	no	no
[90-100)	4	48	0	12	0	1	0	Other	Circulatory	Circulatory	Respiratory	no	high	no	yes	yes
[70-80)	4	42	1	15	0	0	0	Other	Respiratory	Circulatory	Respiratory	no	no	no	yes	yes
[90-100)	3	28	0	12	0	1	0	Missing	Other	Other	Other	no	no	no	no	no
[70-80)	10	57	2	18	0	0	0	InternalMedicine	Other	Other	Other	no	no	no	yes	no
[80-90)	7	47	0	14	0	1	1	Missing	Digestive	Circulatory	Respiratory	no	no	no	no	yes
[70-80)	6	61	0	22	0	0	0	InternalMedicine	Circulatory	Circulatory	Other	no	normal	yes	yes	yes
[40-50)	2	70	0	12	0	0	0	Missing	Circulatory	Other	Diabetes	no	no	yes	yes	yes
[80-90)	1	39	1	23	0	0	0	Surgery	Digestive	Other	Diabetes	no	no	yes	yes	no
[60-70)	6	31	5	17	1	1	0	Cardiology	Circulatory	Circulatory	Circulatory	no	no	no	yes	yes
[80-90)	12	59	1	15	0	0	0	Missing	Circulatory	Circulatory	Circulatory	no	no	no	no	no
[80-90)	9	58	5	21	0	2	0	Surgery	Diabetes	Other	Respiratory	no	no	yes	yes	yes
[60-70)	4	38	6	13	1	1	0	Other	Circulatory	Other	Diabetes	no	no	yes	yes	yes
[60-70)	1	1	6	15	0	0	0	Missing	Circulatory	Circulatory	Diabetes	no	no	yes	yes	no
[60-70)	12	88	4	21	0	0	0	Missing	Other	Other	Circulatory	no	no	no	no	no
[60-70)	6	55	5	11	0	0	4	Emergency/Trauma	Other	Other	Circulatory	no	no	no	yes	yes
[50-60)	4	39	3	18	0	0	0	InternalMedicine	Other	Diabetes	Diabetes	no	no	no	yes	no
[70-80)	5	39	0	14	0	0	0	Missing	Diabetes	Circulatory	Respiratory	no	high	yes	yes	yes
[80-90)	14	56	0	22	0	3	0	Missing	Other	Circulatory	Musculoskeletal	no	no	yes	yes	no
[50-60)	2	40	6	14	0	1	0	Missing	Circulatory	Circulatory	Circulatory	no	high	no	no	no
[60-70)	4	56	0	8	0	1	0	Missing	Circulatory	Other	Other	no	no	no	no	no
[50-60)	11	39	3	34	0	2	0	Family/GeneralPractice	Injury	Diabetes	Other	no	no	yes	yes	yes
[60-70)	2	54	1	18	0	0	0	Missing	Circulatory	Other	Other	no	no	yes	yes	yes
[60-70)	12	28	6	10	0	0	0	Emergency/Trauma	Other	Other	Circulatory	no	no	yes	yes	no
[70-80)	6	57	6	24	0	1	0	Emergency/Trauma	Other	Other	Other	no	no	yes	yes	yes
[60-70)	3	1	1	19	0	0	0	Missing	Injury	Other	Diabetes	no	no	no	yes	no
[70-80)	8	58	0	21	4	1	0	Missing	Respiratory	Respiratory	Other	no	no	yes	yes	yes
[50-60)	12	59	6	21	0	1	0	Family/GeneralPractice	Diabetes	Other	Diabetes	no	no	yes	yes	yes
[60-70)	7	41	1	35	0	1	0	InternalMedicine	Diabetes	Other	Other	no	no	yes	yes	no
[70-80)	3	40	2	18	0	0	0	InternalMedicine	Digestive	Other	Other	no	no	no	yes	no
[70-80)	3	75	0	15	0	0	0	Family/GeneralPractice	Circulatory	Circulatory	Diabetes	no	no	yes	yes	yes
[70-80)	8	49	1	27	0	0	0	InternalMedicine	Other	Other	Circulatory	no	no	yes	yes	no
[60-70)	2	57	5	21	0	3	0	Family/GeneralPractice	Digestive	Circulatory	Diabetes	no	no	yes	yes	no
[70-80)	2	34	5	5	0	0	0	Cardiology	Circulatory	Circulatory	Circulatory	no	no	no	no	yes
[70-80)	5	14	6	9	0	1	1	Missing	Circulatory	Circulatory	Circulatory	no	no	no	yes	yes
[40-50)	3	64	1	12	0	1	0	Missing	Digestive	Other	Other	no	no	no	no	yes
[90-100)	3	71	0	9	0	0	0	Cardiology	Other	Other	Circulatory	no	no	no	no	no
[50-60)	2	43	1	12	0	0	0	InternalMedicine	Other	Circulatory	Diabetes	no	no	yes	yes	yes
[80-90)	2	18	1	6	1	0	0	Missing	Injury	Other	Other	no	no	no	yes	no
[50-60)	4	40	0	10	12	1	0	Missing	Diabetes	Other	Musculoskeletal	no	normal	yes	yes	yes
[70-80)	4	54	0	14	0	1	1	InternalMedicine	Circulatory	Other	Diabetes	no	no	no	yes	no
[80-90)	4	77	1	17	0	0	0	Missing	Other	Respiratory	Diabetes	no	no	yes	yes	no

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