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)	9	47	4	12	0	0	0	Family/GeneralPractice	Musculoskeletal	Diabetes	Other	no	no	no	yes	yes
[60-70)	12	63	2	29	0	0	0	Missing	Diabetes	Circulatory	Other	no	high	yes	yes	no
[70-80)	3	12	1	15	0	0	0	Missing	Musculoskeletal	Other	Diabetes	no	no	no	yes	no
[80-90)	3	68	0	15	4	1	0	InternalMedicine	Circulatory	Other	Respiratory	no	no	yes	yes	no
[70-80)	4	67	2	14	0	3	1	Missing	Other	Other	Injury	no	no	yes	yes	yes
[40-50)	1	61	0	10	0	0	1	Missing	Respiratory	Diabetes	Other	no	no	yes	yes	yes
[50-60)	3	43	1	12	0	0	0	InternalMedicine	Digestive	Digestive	Diabetes	no	no	no	yes	no
[40-50)	1	9	2	16	0	0	1	Other	Other	Other	Digestive	normal	no	no	no	no
[60-70)	4	38	0	13	0	2	0	Missing	Circulatory	Circulatory	Circulatory	no	no	no	yes	no
[40-50)	1	12	1	15	0	0	0	Other	Other	Diabetes	Other	no	no	no	no	no
[80-90)	4	69	0	26	13	3	1	Missing	Circulatory	Respiratory	Circulatory	no	high	no	no	no
[70-80)	12	54	3	18	0	0	0	Cardiology	Digestive	Other	Digestive	no	no	yes	yes	no
[70-80)	1	11	0	8	0	0	0	Missing	Other	Other	Other	no	no	no	yes	yes
[40-50)	5	42	3	15	0	0	0	InternalMedicine	Circulatory	Circulatory	Diabetes	high	no	no	yes	yes
[50-60)	3	35	1	23	0	0	0	Missing	Digestive	Circulatory	Digestive	no	no	yes	yes	no
[50-60)	8	44	6	32	0	0	0	Emergency/Trauma	Circulatory	Circulatory	Diabetes	no	no	yes	yes	yes
[70-80)	5	65	0	18	1	1	0	Missing	Other	Other	Injury	no	no	yes	yes	yes
[60-70)	2	9	1	22	0	1	0	Surgery	Circulatory	Circulatory	Other	no	no	yes	yes	yes
[50-60)	1	17	3	13	0	0	0	Missing	Circulatory	Circulatory	Musculoskeletal	normal	no	no	no	no
[70-80)	4	50	0	11	0	2	0	InternalMedicine	Circulatory	Other	Diabetes	no	no	no	yes	yes
[80-90)	3	72	1	20	2	0	1	InternalMedicine	Circulatory	Other	Respiratory	no	no	no	yes	no
[60-70)	4	24	0	8	2	0	0	Surgery	Digestive	Diabetes	Other	high	no	no	yes	yes
[60-70)	2	31	0	21	0	0	0	InternalMedicine	Digestive	Other	Other	no	no	yes	yes	yes
[40-50)	3	41	2	8	0	0	1	Emergency/Trauma	Other	Digestive	Other	no	normal	no	no	yes
[60-70)	7	56	5	24	0	0	0	Cardiology	Circulatory	Circulatory	Circulatory	no	high	yes	yes	no
[90-100)	8	72	0	21	0	0	0	Emergency/Trauma	Other	Respiratory	Other	no	no	yes	yes	no
[80-90)	2	49	0	16	0	0	0	Missing	Other	Other	Other	no	no	no	no	no
[60-70)	14	81	5	26	0	0	0	Missing	Diabetes	Circulatory	Other	no	no	no	no	yes
[40-50)	1	9	6	16	0	0	0	Missing	Circulatory	Circulatory	Circulatory	no	no	no	yes	yes
[70-80)	3	56	0	14	0	0	0	Other	Diabetes	Other	Circulatory	no	high	no	yes	no
[70-80)	3	57	2	20	0	1	1	Missing	Circulatory	Respiratory	Respiratory	no	no	no	no	yes
[80-90)	3	29	0	6	0	0	0	Missing	Other	Other	Other	no	no	yes	yes	no
[60-70)	5	57	2	16	0	3	0	Missing	Other	Other	Injury	no	no	yes	yes	yes
[90-100)	7	62	6	25	0	0	0	Missing	Digestive	Digestive	Other	no	high	no	no	yes
[80-90)	8	55	0	17	0	0	0	Missing	Digestive	Digestive	Other	no	no	yes	yes	yes
[60-70)	4	31	0	16	0	1	0	Missing	Other	Other	Circulatory	no	no	no	yes	yes
[40-50)	8	65	0	16	0	1	0	Missing	Other	Diabetes	Circulatory	no	no	yes	yes	yes
[80-90)	6	64	0	13	0	0	0	Missing	Respiratory	Respiratory	Other	no	high	no	yes	yes
[60-70)	9	23	2	18	0	1	0	Surgery	Digestive	Digestive	Diabetes	high	no	no	yes	no
[50-60)	2	36	0	14	0	0	0	Missing	Respiratory	Circulatory	Circulatory	no	no	yes	yes	no
[60-70)	1	36	0	8	0	1	0	Missing	Injury	Circulatory	Diabetes	no	no	no	no	no
[60-70)	5	54	1	22	0	0	0	Missing	Injury	Other	Other	no	no	yes	yes	yes
[80-90)	4	57	0	12	0	1	0	InternalMedicine	Circulatory	Other	Digestive	no	high	no	yes	no
[70-80)	1	74	3	17	1	2	0	Missing	Other	Circulatory	Respiratory	no	no	no	no	yes
[60-70)	2	29	2	20	0	0	0	Other	Circulatory	Circulatory	Circulatory	no	no	yes	yes	no
[50-60)	2	49	5	19	0	0	0	InternalMedicine	Circulatory	Respiratory	Circulatory	no	high	no	yes	yes
[70-80)	3	53	0	13	0	2	0	Family/GeneralPractice	Other	Other	Circulatory	no	no	yes	yes	no
[70-80)	1	41	0	11	0	1	0	InternalMedicine	Respiratory	Respiratory	Circulatory	no	no	no	yes	yes
[60-70)	4	48	2	15	0	0	0	Missing	Digestive	Diabetes	Circulatory	no	no	yes	yes	no
[90-100)	12	23	4	11	0	0	0	Missing	Other	Other	Circulatory	high	no	no	no	no
[70-80)	11	32	0	23	0	0	0	InternalMedicine	Respiratory	Other	Diabetes	no	no	yes	yes	yes
[40-50)	6	74	0	16	0	1	1	Missing	Diabetes	Other	Other	no	no	yes	yes	no
[70-80)	3	35	1	11	0	0	0	Missing	Digestive	Circulatory	Circulatory	no	no	no	yes	no
[40-50)	2	25	0	16	1	1	0	Missing	Other	Diabetes	Other	high	no	yes	yes	no
[40-50)	1	12	0	12	2	6	7	Family/GeneralPractice	Respiratory	Other	Diabetes	no	no	yes	yes	yes
[80-90)	8	49	3	23	0	0	0	Missing	Respiratory	Injury	Other	no	no	yes	yes	no
[60-70)	2	5	0	10	1	0	0	Missing	Other	Other	Circulatory	no	high	no	no	yes
[70-80)	4	53	2	16	0	0	0	Family/GeneralPractice	Respiratory	Respiratory	Diabetes	no	no	yes	yes	no
[70-80)	10	47	3	29	0	0	0	Missing	Respiratory	Respiratory	Other	no	no	yes	yes	no
[80-90)	1	41	0	9	0	0	0	Missing	Musculoskeletal	Circulatory	Other	no	no	no	no	yes
[50-60)	10	19	3	15	0	0	0	Missing	Circulatory	Other	Other	no	no	yes	yes	no
[40-50)	2	44	0	9	0	0	0	Other	Circulatory	Circulatory	Diabetes	no	no	yes	yes	no
[50-60)	2	55	0	6	2	0	0	Missing	Other	Other	Diabetes	no	no	yes	yes	yes
[70-80)	2	35	0	15	0	0	0	Missing	Circulatory	Circulatory	Circulatory	no	no	no	yes	no
[80-90)	4	41	0	4	0	2	0	InternalMedicine	Other	Diabetes	Circulatory	normal	no	no	no	yes
[40-50)	2	45	1	19	0	0	0	InternalMedicine	Other	Diabetes	Circulatory	no	no	yes	yes	no
[50-60)	4	41	2	5	0	0	0	Missing	Other	Digestive	Diabetes	no	no	no	yes	no
[70-80)	3	25	1	28	0	0	0	Other	Musculoskeletal	Other	Other	no	no	yes	yes	no
[50-60)	11	64	3	36	0	5	0	Missing	Digestive	Other	Other	high	no	yes	yes	yes
[60-70)	2	37	1	14	0	0	0	Surgery	Other	Circulatory	Diabetes	no	no	yes	yes	no
[70-80)	7	75	0	21	0	0	0	Missing	Other	Circulatory	Respiratory	no	no	yes	yes	yes
[60-70)	1	35	0	10	0	0	0	Missing	Respiratory	Other	Diabetes	no	no	no	yes	no
[70-80)	2	53	0	13	0	0	0	Missing	Other	Circulatory	Circulatory	no	no	yes	yes	no
[50-60)	1	35	0	5	0	0	0	Cardiology	Respiratory	Diabetes	Other	no	no	no	yes	no
[50-60)	7	61	1	18	0	2	0	InternalMedicine	Circulatory	Circulatory	Circulatory	no	no	no	yes	yes
[80-90)	6	34	1	18	0	3	0	InternalMedicine	Other	Respiratory	Other	no	no	no	no	yes
[40-50)	3	35	1	6	0	0	0	InternalMedicine	Diabetes	Other	Circulatory	no	no	yes	yes	yes
[40-50)	1	38	0	16	1	1	2	Missing	Other	Digestive	Other	no	no	yes	yes	yes
[60-70)	1	9	0	15	0	0	9	Surgery	Injury	Other	Other	no	no	no	yes	yes
[70-80)	8	77	0	11	2	1	1	Missing	Other	Circulatory	Other	no	no	no	no	yes
[80-90)	4	71	1	16	0	1	0	Missing	Other	Other	Circulatory	no	no	no	yes	yes
[60-70)	2	35	3	8	0	1	0	Other	Other	Other	Digestive	no	no	no	no	yes
[70-80)	2	2	0	9	0	1	0	Missing	Circulatory	Circulatory	Circulatory	no	no	yes	yes	yes
[70-80)	2	63	2	18	0	1	0	Cardiology	Respiratory	Digestive	Digestive	no	no	no	yes	no
[60-70)	4	45	2	13	0	1	1	Family/GeneralPractice	Circulatory	Diabetes	Respiratory	no	no	yes	yes	yes
[70-80)	11	70	6	34	0	1	0	Missing	Other	Respiratory	Diabetes	no	no	no	yes	no
[40-50)	1	29	0	16	0	2	0	Missing	Respiratory	Circulatory	Diabetes	no	high	no	yes	yes
[70-80)	5	41	0	15	0	0	0	Missing	Circulatory	Circulatory	Diabetes	no	no	yes	yes	no
[50-60)	3	76	2	17	0	0	0	InternalMedicine	Other	Digestive	Diabetes	no	no	yes	yes	no
[80-90)	7	34	0	7	0	2	0	InternalMedicine	Other	Injury	Other	no	no	no	no	no
[50-60)	4	20	4	16	0	1	0	Surgery	Diabetes	Injury	Circulatory	no	no	yes	yes	no
[70-80)	1	33	3	15	5	2	0	Missing	Injury	Other	Circulatory	no	no	no	yes	no
[60-70)	4	30	0	15	0	1	0	Missing	Circulatory	Other	Diabetes	no	no	yes	yes	no
[50-60)	3	63	1	13	0	0	0	Missing	Other	Other	Respiratory	no	no	no	no	yes
[50-60)	5	66	2	5	1	1	0	Emergency/Trauma	Circulatory	Respiratory	Circulatory	no	no	no	no	no
[40-50)	5	24	0	22	2	2	1	Family/GeneralPractice	Respiratory	Diabetes	Other	high	no	yes	yes	yes
[60-70)	6	45	0	12	0	0	0	Missing	Other	Respiratory	Circulatory	no	high	no	no	yes
[60-70)	4	57	0	6	0	2	0	Missing	Diabetes	Other	Digestive	no	no	no	yes	yes
[50-60)	1	12	0	12	1	0	0	Missing	Digestive	Diabetes	Other	normal	no	no	yes	no
[70-80)	3	9	0	13	0	0	0	Other	Circulatory	Diabetes	Other	no	no	yes	yes	yes

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