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	21	1	9	0	2	0	Other	Injury	Circulatory	Diabetes	no	no	no	no	no
[60-70)	4	56	1	30	2	4	0	Missing	Circulatory	Other	Circulatory	no	no	yes	yes	yes
[60-70)	7	41	0	12	0	2	0	Family/GeneralPractice	Circulatory	Circulatory	Circulatory	no	no	no	yes	yes
[50-60)	3	39	1	31	3	1	0	Missing	Digestive	Digestive	Diabetes	no	no	yes	yes	yes
[60-70)	2	54	1	30	0	0	0	Cardiology	Circulatory	Circulatory	Other	no	no	yes	yes	yes
[70-80)	4	77	0	22	0	0	0	Family/GeneralPractice	Circulatory	Other	Respiratory	no	no	no	yes	yes
[50-60)	11	59	0	16	0	0	0	Missing	Other	Other	Other	no	normal	no	no	no
[60-70)	9	53	1	29	9	2	0	Cardiology	Circulatory	Circulatory	Circulatory	no	no	no	no	yes
[60-70)	4	51	3	20	0	2	1	Missing	Circulatory	Circulatory	Other	no	no	no	yes	yes
[50-60)	4	41	1	8	1	0	0	Family/GeneralPractice	Circulatory	Other	Other	no	no	no	no	yes
[60-70)	5	41	0	14	0	1	0	Missing	Respiratory	Respiratory	Diabetes	no	no	no	no	no
[70-80)	4	59	0	8	0	1	0	Emergency/Trauma	Circulatory	Other	Circulatory	no	no	no	no	yes
[70-80)	2	3	0	8	1	0	0	Cardiology	Circulatory	Circulatory	Other	no	no	no	yes	no
[60-70)	6	81	1	28	0	0	0	Missing	Other	Other	Circulatory	no	no	yes	yes	no
[80-90)	5	81	0	8	1	0	0	Missing	Other	Diabetes	Other	no	no	no	yes	yes
[70-80)	1	8	0	3	0	0	0	Missing	Other	Other	Other	no	no	no	no	no
[50-60)	3	45	0	12	0	1	0	InternalMedicine	Other	Other	Circulatory	no	no	yes	yes	yes
[80-90)	4	15	0	14	0	0	0	Surgery	Other	Other	Other	no	no	no	yes	no
[60-70)	5	43	1	15	3	0	0	Other	Circulatory	Diabetes	Circulatory	no	no	yes	yes	no
[50-60)	5	37	6	16	0	0	0	Missing	Other	Circulatory	Other	no	no	no	no	yes
[70-80)	14	58	0	32	0	0	0	InternalMedicine	Circulatory	Circulatory	Circulatory	no	no	yes	yes	no
[60-70)	3	52	2	13	0	1	0	Other	Musculoskeletal	Circulatory	Other	no	normal	no	yes	yes
[80-90)	7	44	5	32	2	0	0	Surgery	Circulatory	Other	Other	no	no	yes	yes	yes
[70-80)	6	38	0	6	0	0	0	Missing	Circulatory	Circulatory	Circulatory	no	no	yes	yes	yes
[70-80)	13	25	1	13	0	3	1	Other	Other	Circulatory	Circulatory	no	no	no	yes	yes
[70-80)	5	36	0	16	0	0	0	Missing	Circulatory	Circulatory	Other	no	no	no	yes	yes
[60-70)	3	27	0	15	0	0	0	Missing	Diabetes	Other	Other	no	no	yes	yes	no
[60-70)	1	31	4	12	1	0	0	Missing	Circulatory	Diabetes	Other	no	high	no	no	no
[40-50)	9	68	3	13	0	2	0	Other	Injury	Diabetes	Circulatory	no	high	yes	yes	yes
[50-60)	9	62	5	37	0	0	0	Surgery	Circulatory	Circulatory	Circulatory	no	no	yes	yes	no
[70-80)	3	25	3	12	0	0	0	Other	Musculoskeletal	Other	Diabetes	no	no	no	yes	yes
[80-90)	7	50	1	15	0	0	0	Missing	Circulatory	Circulatory	Circulatory	no	no	no	no	no
[70-80)	6	74	0	12	5	1	0	InternalMedicine	Other	Other	Digestive	no	no	no	yes	yes
[50-60)	1	31	1	5	0	0	0	Missing	Digestive	Other	Other	no	no	no	no	no
[60-70)	2	28	0	12	0	0	0	Missing	Respiratory	Circulatory	Circulatory	no	no	no	yes	no
[70-80)	7	27	5	16	0	0	0	Missing	Digestive	Circulatory	Circulatory	no	no	no	yes	yes
[60-70)	6	45	5	23	0	0	0	Other	Musculoskeletal	Other	Respiratory	no	no	no	no	no
[70-80)	3	73	3	37	0	0	0	Missing	Respiratory	Circulatory	Circulatory	no	no	yes	yes	no
[60-70)	11	39	0	29	0	1	0	Other	Other	Other	Other	no	no	no	yes	yes
[50-60)	10	93	1	28	0	0	0	Missing	Digestive	Diabetes	Other	high	high	yes	yes	yes
[80-90)	1	8	1	8	0	0	0	Surgery	Other	Diabetes	Missing	no	no	no	yes	no
[70-80)	1	71	2	11	0	0	0	InternalMedicine	Other	Respiratory	Other	no	no	no	no	no
[70-80)	8	66	0	15	0	2	1	Missing	Other	Other	Other	no	no	no	yes	no
[80-90)	10	63	0	16	2	2	0	Missing	Other	Other	Injury	no	no	yes	yes	yes
[70-80)	4	30	0	11	0	0	0	InternalMedicine	Circulatory	Other	Other	no	no	yes	yes	no
[50-60)	7	57	3	25	0	1	2	Missing	Digestive	Respiratory	Diabetes	no	no	yes	yes	yes
[60-70)	4	31	0	4	0	2	1	Missing	Other	Diabetes	Other	no	no	yes	yes	yes
[80-90)	4	50	0	8	0	0	0	InternalMedicine	Respiratory	Diabetes	Other	no	no	no	no	yes
[50-60)	2	40	0	11	0	0	0	Cardiology	Respiratory	Respiratory	Diabetes	no	no	yes	yes	no
[70-80)	3	48	1	13	1	2	0	InternalMedicine	Diabetes	Other	Digestive	no	no	no	no	yes
[50-60)	4	55	0	9	0	0	0	Missing	Circulatory	Circulatory	Diabetes	no	normal	yes	yes	no
[60-70)	3	66	0	23	1	0	2	Missing	Diabetes	Respiratory	Respiratory	no	no	no	yes	yes
[70-80)	7	55	4	54	0	0	0	Surgery	Circulatory	Circulatory	Injury	no	no	yes	yes	no
[60-70)	9	48	3	31	0	0	1	Other	Other	Other	Circulatory	no	no	no	yes	no
[70-80)	3	37	4	23	0	0	0	Missing	Circulatory	Circulatory	Circulatory	no	no	yes	yes	yes
[70-80)	6	34	6	28	0	0	0	Missing	Other	Diabetes	Respiratory	no	no	yes	yes	no
[80-90)	6	43	1	22	0	0	0	Surgery	Circulatory	Circulatory	Other	no	no	no	yes	no
[70-80)	1	49	3	12	0	0	0	Missing	Circulatory	Circulatory	Other	no	no	no	no	yes
[40-50)	3	34	4	10	0	0	0	Surgery	Musculoskeletal	Diabetes	Other	no	no	no	no	yes
[60-70)	5	51	3	51	0	1	0	Surgery	Circulatory	Circulatory	Circulatory	no	no	yes	yes	no
[50-60)	1	41	0	16	0	0	0	Missing	Circulatory	Other	Circulatory	no	no	no	yes	no
[50-60)	1	1	1	16	0	0	0	Missing	Other	Diabetes	Other	no	no	yes	yes	no
[70-80)	13	85	3	31	0	0	0	Missing	Digestive	Digestive	Digestive	no	no	yes	yes	yes
[80-90)	7	73	2	18	0	0	0	Missing	Circulatory	Other	Other	no	normal	yes	yes	no
[40-50)	8	60	1	3	0	0	0	InternalMedicine	Other	Circulatory	Diabetes	high	high	yes	yes	yes
[60-70)	14	79	6	30	0	0	0	Surgery	Other	Other	Other	no	high	yes	yes	no
[80-90)	3	22	1	12	0	0	0	Other	Digestive	Diabetes	Circulatory	high	no	yes	yes	yes
[50-60)	12	58	0	19	2	0	2	Emergency/Trauma	Other	Respiratory	Circulatory	no	no	no	yes	no
[70-80)	4	57	1	19	3	0	0	Missing	Digestive	Diabetes	Other	no	no	no	yes	no
[80-90)	6	46	0	11	0	2	1	Missing	Other	Other	Other	no	no	no	no	yes
[60-70)	1	41	0	4	1	0	0	Missing	Digestive	Other	Other	no	no	no	no	no
[70-80)	2	37	0	5	0	1	0	InternalMedicine	Digestive	Diabetes	Circulatory	no	no	no	yes	yes
[80-90)	5	34	6	30	3	0	0	Missing	Musculoskeletal	Circulatory	Musculoskeletal	no	no	no	no	yes
[40-50)	4	64	1	24	2	6	0	Missing	Diabetes	Other	Circulatory	no	high	yes	yes	yes
[80-90)	8	18	4	16	2	4	0	Surgery	Digestive	Digestive	Circulatory	high	no	yes	yes	yes
[80-90)	2	43	0	24	2	1	0	Missing	Digestive	Other	Diabetes	no	no	yes	yes	yes
[60-70)	3	2	0	7	0	0	0	Family/GeneralPractice	Respiratory	Circulatory	Diabetes	no	high	no	yes	no
[40-50)	1	29	2	12	1	0	0	Other	Other	Diabetes	Missing	no	no	no	yes	no
[80-90)	8	12	2	11	0	0	0	InternalMedicine	Other	Other	Diabetes	no	no	yes	yes	no
[50-60)	3	59	2	14	0	0	0	Missing	Digestive	Other	Digestive	no	normal	no	yes	no
[60-70)	2	47	0	19	2	0	0	Missing	Respiratory	Respiratory	Respiratory	no	high	yes	yes	no
[50-60)	4	1	1	10	0	2	2	Surgery	Other	Other	Other	no	no	yes	yes	yes
[60-70)	10	53	3	25	0	0	0	InternalMedicine	Musculoskeletal	Circulatory	Other	no	no	yes	yes	yes
[70-80)	2	35	0	5	0	3	0	InternalMedicine	Other	Circulatory	Other	no	no	no	no	no
[80-90)	3	59	0	16	0	0	0	InternalMedicine	Circulatory	Other	Diabetes	no	high	yes	yes	yes
[70-80)	1	19	2	10	0	0	0	Missing	Circulatory	Other	Circulatory	no	no	no	no	no
[80-90)	6	13	0	12	0	3	2	Missing	Diabetes	Circulatory	Injury	no	no	no	no	yes
[70-80)	5	60	0	11	0	2	0	Missing	Other	Injury	Other	no	no	no	yes	no
[80-90)	6	66	0	14	0	0	0	Missing	Other	Other	Diabetes	no	no	yes	yes	yes
[60-70)	4	49	1	16	0	0	0	Missing	Other	Other	Other	no	no	yes	yes	no
[70-80)	8	67	3	23	0	2	0	InternalMedicine	Digestive	Other	Respiratory	no	no	no	yes	yes
[40-50)	3	71	6	33	10	3	0	Missing	Respiratory	Other	Circulatory	no	no	yes	yes	yes
[60-70)	6	1	2	18	0	0	0	Missing	Respiratory	Other	Other	no	no	no	yes	yes
[50-60)	7	37	2	26	0	0	2	Missing	Digestive	Other	Respiratory	no	no	no	no	no
[40-50)	2	1	2	12	0	0	1	Family/GeneralPractice	Other	Other	Diabetes	no	no	yes	yes	no
[80-90)	5	19	0	19	0	0	0	Family/GeneralPractice	Circulatory	Circulatory	Other	high	no	yes	yes	yes
[70-80)	2	39	1	18	0	1	0	Missing	Circulatory	Circulatory	Respiratory	no	no	yes	yes	yes
[60-70)	1	35	0	4	0	0	0	InternalMedicine	Respiratory	Circulatory	Diabetes	no	no	no	no	no
[50-60)	1	5	0	19	0	0	1	Missing	Respiratory	Circulatory	Diabetes	no	no	yes	yes	no
[60-70)	7	1	0	12	0	1	0	Missing	Other	Circulatory	Other	no	no	yes	yes	yes

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