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)	5	51	0	25	0	1	0	InternalMedicine	Circulatory	Respiratory	Circulatory	no	no	yes	yes	no
[60-70)	3	45	2	15	0	0	0	Other	Respiratory	Other	Other	no	no	no	yes	no
[70-80)	2	41	0	12	0	1	0	Emergency/Trauma	Circulatory	Circulatory	Circulatory	no	no	yes	yes	yes
[60-70)	2	49	0	22	0	0	0	Missing	Other	Other	Diabetes	no	no	yes	yes	no
[60-70)	7	30	2	21	0	0	0	Missing	Musculoskeletal	Diabetes	Circulatory	no	no	no	no	no
[60-70)	2	70	0	13	3	1	1	Missing	Diabetes	Circulatory	Digestive	no	high	yes	yes	no
[80-90)	1	2	0	8	3	0	0	Missing	Respiratory	Digestive	Diabetes	no	no	no	yes	yes
[40-50)	4	52	1	22	1	0	0	Missing	Musculoskeletal	Diabetes	Other	no	normal	no	yes	no
[70-80)	2	27	1	12	1	0	0	Missing	Other	Respiratory	Circulatory	no	no	no	yes	no
[70-80)	3	29	2	8	0	0	0	InternalMedicine	Circulatory	Respiratory	Circulatory	no	no	no	yes	no
[80-90)	10	75	0	14	0	0	0	Family/GeneralPractice	Respiratory	Circulatory	Circulatory	no	no	no	no	no
[90-100)	11	56	3	33	0	0	0	Emergency/Trauma	Injury	Other	Circulatory	no	no	no	yes	yes
[60-70)	5	47	1	15	0	2	0	Missing	Respiratory	Other	Other	no	no	no	no	no
[40-50)	7	23	1	20	0	0	0	Missing	Other	Other	Diabetes	high	no	yes	yes	yes
[40-50)	2	53	6	21	0	0	0	Cardiology	Circulatory	Circulatory	Other	no	no	yes	yes	no
[60-70)	5	22	1	18	0	0	0	Missing	Other	Other	Other	high	no	yes	yes	yes
[60-70)	11	80	2	28	0	0	0	Missing	Digestive	Digestive	Other	no	no	no	yes	no
[60-70)	1	20	3	8	0	0	0	Cardiology	Circulatory	Diabetes	Other	no	no	no	no	yes
[90-100)	4	16	0	14	0	0	0	Family/GeneralPractice	Circulatory	Circulatory	Circulatory	high	no	yes	yes	no
[70-80)	7	55	2	14	0	1	0	Missing	Diabetes	Other	Other	no	high	no	yes	no
[60-70)	5	40	0	15	0	7	0	Missing	Circulatory	Respiratory	Circulatory	no	high	yes	yes	yes
[50-60)	3	20	1	12	0	0	0	Other	Other	Diabetes	Other	no	no	no	no	yes
[90-100)	4	48	0	16	0	0	0	Missing	Circulatory	Other	Other	no	no	yes	yes	no
[70-80)	1	17	0	19	0	2	1	Missing	Circulatory	Circulatory	Circulatory	no	no	yes	yes	yes
[80-90)	7	64	1	26	3	3	0	Missing	Respiratory	Respiratory	Respiratory	no	no	yes	yes	no
[80-90)	6	69	0	18	1	0	0	Missing	Other	Other	Other	no	no	no	no	no
[80-90)	4	38	0	8	0	1	0	Missing	Diabetes	Circulatory	Circulatory	no	no	no	no	yes
[50-60)	11	62	2	27	0	1	0	Missing	Digestive	Circulatory	Respiratory	no	no	no	yes	yes
[40-50)	3	26	5	7	0	0	0	Emergency/Trauma	Circulatory	Diabetes	Other	no	no	no	yes	no
[50-60)	6	43	2	29	0	0	0	Surgery	Other	Diabetes	Other	no	no	yes	yes	yes
[60-70)	11	12	0	12	0	3	0	Missing	Other	Diabetes	Other	no	no	yes	yes	yes
[70-80)	2	32	5	16	0	0	0	Other	Circulatory	Injury	Circulatory	no	no	no	yes	no
[80-90)	6	43	0	21	0	1	0	Missing	Circulatory	Circulatory	Diabetes	no	no	yes	yes	yes
[50-60)	2	70	0	13	0	0	0	Missing	Digestive	Other	Diabetes	no	no	no	no	yes
[80-90)	2	66	0	15	0	1	0	Family/GeneralPractice	Respiratory	Circulatory	Diabetes	no	no	no	yes	yes
[50-60)	1	2	1	15	0	0	0	Missing	Injury	Other	Diabetes	no	no	yes	yes	no
[50-60)	2	69	0	13	1	0	0	Missing	Other	Circulatory	Injury	no	no	no	yes	no
[80-90)	6	63	1	24	1	2	0	InternalMedicine	Diabetes	Circulatory	Other	no	no	yes	yes	no
[70-80)	1	31	4	20	0	0	0	Missing	Circulatory	Circulatory	Diabetes	no	no	yes	yes	no
[80-90)	1	37	0	15	0	0	0	Missing	Respiratory	Respiratory	Circulatory	no	high	yes	yes	yes
[70-80)	5	43	1	12	0	0	0	Missing	Other	Digestive	Respiratory	no	no	no	no	no
[70-80)	2	34	0	18	0	2	0	Missing	Circulatory	Circulatory	Circulatory	no	no	no	yes	no
[60-70)	4	20	2	25	0	0	0	Other	Musculoskeletal	Musculoskeletal	Circulatory	no	no	no	yes	no
[80-90)	5	29	3	10	0	0	0	Missing	Digestive	Circulatory	Diabetes	no	no	no	yes	no
[60-70)	5	73	6	26	0	0	0	Cardiology	Circulatory	Circulatory	Other	no	no	no	yes	no
[60-70)	1	11	0	7	0	1	2	InternalMedicine	Injury	Diabetes	Other	no	no	yes	yes	yes
[70-80)	7	70	1	10	4	1	0	InternalMedicine	Digestive	Respiratory	Circulatory	no	no	no	no	yes
[60-70)	6	40	0	18	1	1	0	Cardiology	Other	Other	Circulatory	no	no	yes	yes	no
[70-80)	3	53	0	15	0	2	3	Missing	Other	Diabetes	Circulatory	no	no	yes	yes	yes
[70-80)	1	20	1	12	0	0	0	Other	Circulatory	Other	Respiratory	no	no	yes	yes	yes
[60-70)	11	56	1	20	0	1	0	Missing	Other	Other	Other	no	no	yes	yes	yes
[60-70)	6	75	0	35	1	1	0	Missing	Other	Other	Respiratory	no	no	no	yes	yes
[50-60)	3	49	1	9	0	0	0	Other	Circulatory	Diabetes	Other	no	high	no	yes	no
[40-50)	2	26	1	20	0	0	0	Missing	Other	Other	Diabetes	no	no	yes	yes	no
[80-90)	6	26	0	17	2	1	1	Missing	Circulatory	Circulatory	Circulatory	high	no	yes	yes	yes
[70-80)	4	51	0	16	0	1	0	InternalMedicine	Respiratory	Respiratory	Other	no	no	no	no	yes
[70-80)	4	36	3	16	3	0	0	Surgery	Other	Other	Circulatory	no	no	no	yes	yes
[80-90)	4	34	0	8	0	0	0	Other	Injury	Circulatory	Circulatory	no	no	yes	yes	no
[50-60)	6	57	3	19	0	2	0	InternalMedicine	Musculoskeletal	Respiratory	Circulatory	no	normal	no	yes	no
[70-80)	1	29	2	10	0	0	0	Surgery	Injury	Circulatory	Other	no	no	no	no	no
[70-80)	4	45	0	16	0	0	0	Missing	Other	Circulatory	Circulatory	no	no	yes	yes	no
[60-70)	3	32	0	26	0	0	0	Other	Musculoskeletal	Respiratory	Circulatory	no	no	no	yes	no
[70-80)	5	66	2	19	0	0	0	InternalMedicine	Circulatory	Circulatory	Circulatory	high	no	yes	yes	no
[50-60)	3	25	1	20	0	0	0	Missing	Other	Other	Other	high	no	yes	yes	no
[60-70)	5	26	3	11	0	0	0	Emergency/Trauma	Circulatory	Respiratory	Circulatory	no	no	no	yes	yes
[40-50)	3	50	0	20	0	0	0	InternalMedicine	Other	Other	Respiratory	no	no	yes	yes	yes
[80-90)	10	73	2	34	0	1	0	Missing	Injury	Other	Circulatory	no	no	no	yes	no
[80-90)	3	51	0	17	0	1	0	Missing	Circulatory	Other	Circulatory	no	no	no	no	yes
[50-60)	4	54	6	41	0	0	0	Missing	Circulatory	Circulatory	Circulatory	no	no	yes	yes	no
[50-60)	5	33	6	53	0	1	0	Missing	Circulatory	Circulatory	Diabetes	no	high	yes	yes	no
[70-80)	3	40	5	13	0	0	0	Cardiology	Circulatory	Other	Other	no	no	yes	yes	no
[90-100)	5	10	0	12	0	0	0	Emergency/Trauma	Digestive	Other	Other	no	no	yes	yes	no
[40-50)	3	67	6	30	0	0	1	Missing	Circulatory	Circulatory	Circulatory	no	no	yes	yes	yes
[60-70)	6	61	1	27	0	1	0	Family/GeneralPractice	Injury	Circulatory	Respiratory	no	no	no	yes	yes
[40-50)	5	82	3	33	0	0	0	Other	Respiratory	Diabetes	Respiratory	no	high	no	no	no
[70-80)	4	53	0	10	0	0	0	Family/GeneralPractice	Circulatory	Circulatory	Other	no	no	yes	yes	yes
[50-60)	6	38	2	14	0	0	0	Surgery	Digestive	Digestive	Digestive	no	no	no	no	no
[60-70)	5	40	1	25	0	1	0	Missing	Musculoskeletal	Diabetes	Missing	no	no	no	yes	yes
[50-60)	11	26	3	31	0	1	0	Missing	Respiratory	Respiratory	Other	high	no	yes	yes	yes
[80-90)	9	35	1	26	0	0	0	Surgery	Other	Other	Circulatory	no	no	yes	yes	yes
[70-80)	9	45	1	17	0	0	0	Missing	Circulatory	Other	Diabetes	no	normal	yes	yes	yes
[70-80)	10	74	1	30	3	1	0	InternalMedicine	Circulatory	Other	Diabetes	no	no	no	no	no
[70-80)	10	50	3	19	0	2	0	Missing	Digestive	Other	Digestive	no	no	no	yes	yes
[70-80)	7	71	6	39	0	0	0	Other	Other	Other	Diabetes	no	no	yes	yes	no
[90-100)	9	64	1	21	0	1	0	InternalMedicine	Respiratory	Respiratory	Respiratory	no	no	no	no	no
[50-60)	1	33	3	14	0	0	0	Cardiology	Respiratory	Respiratory	Circulatory	no	no	no	yes	no
[90-100)	3	28	2	6	0	0	0	Missing	Digestive	Digestive	Other	no	no	no	yes	yes
[50-60)	6	70	0	19	0	0	0	Missing	Other	Other	Diabetes	no	normal	yes	yes	yes
[40-50)	2	41	0	5	0	0	0	Missing	Respiratory	Other	Diabetes	no	no	yes	yes	no
[90-100)	1	55	0	10	0	0	0	Other	Other	Other	Circulatory	no	high	no	yes	no
[70-80)	6	39	2	26	0	0	0	InternalMedicine	Other	Other	Other	no	no	no	yes	no
[80-90)	3	64	0	9	0	0	0	Missing	Digestive	Respiratory	Diabetes	no	no	no	yes	no
[50-60)	4	59	0	10	0	0	0	Family/GeneralPractice	Diabetes	Other	Other	no	no	no	yes	no
[60-70)	3	20	2	25	0	0	0	Other	Musculoskeletal	Diabetes	Circulatory	no	no	yes	yes	yes
[60-70)	14	74	4	48	0	3	0	Surgery	Digestive	Other	Circulatory	no	no	yes	yes	yes
[80-90)	3	49	1	4	0	1	2	Surgery	Other	Other	Digestive	no	no	no	no	no
[80-90)	1	25	0	15	0	0	0	Missing	Circulatory	Circulatory	Diabetes	no	no	yes	yes	yes
[70-80)	2	53	0	10	0	0	0	Missing	Musculoskeletal	Respiratory	Circulatory	no	no	no	yes	yes
[60-70)	3	46	0	12	0	0	0	InternalMedicine	Circulatory	Diabetes	Circulatory	normal	no	yes	yes	yes
[60-70)	7	74	6	50	0	0	0	Other	Circulatory	Circulatory	Digestive	no	no	yes	yes	no

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