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
[70-80)	2	63	0	15	5	3	0	Missing	Circulatory	Respiratory	Other	no	high	yes	yes	yes
[60-70)	7	56	4	20	0	0	0	InternalMedicine	Respiratory	Other	Other	no	no	no	yes	yes
[70-80)	13	46	0	15	0	0	0	Missing	Respiratory	Other	Other	no	no	no	yes	yes
[60-70)	4	60	0	20	2	1	0	Missing	Other	Circulatory	Circulatory	no	no	no	yes	yes
[80-90)	5	51	0	16	0	1	0	Missing	Other	Respiratory	Injury	no	no	yes	yes	yes
[60-70)	6	69	6	30	0	0	0	Surgery	Circulatory	Circulatory	Diabetes	no	no	yes	yes	yes
[70-80)	1	27	1	10	0	0	0	Missing	Digestive	Other	Other	no	no	yes	yes	no
[70-80)	1	41	0	2	0	1	0	Family/GeneralPractice	Circulatory	Circulatory	Other	no	no	no	yes	no
[70-80)	6	72	0	19	0	0	0	InternalMedicine	Diabetes	Other	Other	no	no	yes	yes	no
[60-70)	5	59	3	10	0	0	0	Missing	Respiratory	Other	Circulatory	no	high	no	yes	no
[60-70)	12	26	1	20	0	0	0	Missing	Diabetes	Other	Other	no	no	yes	yes	no
[60-70)	4	42	3	5	0	0	0	Missing	Circulatory	Musculoskeletal	Other	no	high	no	yes	yes
[70-80)	12	50	5	16	0	0	0	Other	Diabetes	Other	Circulatory	no	normal	no	no	no
[50-60)	1	49	0	14	3	0	0	Missing	Digestive	Circulatory	Other	no	normal	no	no	no
[90-100)	9	53	0	28	0	2	0	Missing	Respiratory	Other	Other	no	high	yes	yes	yes
[50-60)	4	63	1	23	1	2	0	Missing	Respiratory	Respiratory	Circulatory	no	no	yes	yes	yes
[40-50)	2	51	0	7	0	0	0	Family/GeneralPractice	Diabetes	Other	Other	no	high	yes	yes	no
[60-70)	12	26	6	41	0	1	0	Cardiology	Other	Respiratory	Injury	no	no	yes	yes	no
[80-90)	2	54	1	15	0	2	0	InternalMedicine	Other	Other	Other	no	no	yes	yes	yes
[70-80)	11	62	1	24	0	1	0	Missing	Circulatory	Respiratory	Diabetes	no	no	yes	yes	no
[50-60)	6	48	2	22	0	0	0	Surgery	Circulatory	Respiratory	Respiratory	no	no	no	no	no
[60-70)	4	61	6	32	0	0	0	Missing	Other	Circulatory	Circulatory	no	high	yes	yes	yes
[60-70)	5	62	1	15	0	0	0	Missing	Circulatory	Other	Circulatory	no	no	no	yes	no
[60-70)	2	44	0	8	0	0	0	InternalMedicine	Circulatory	Circulatory	Diabetes	normal	no	no	no	yes
[50-60)	2	30	0	13	0	0	0	Family/GeneralPractice	Injury	Respiratory	Respiratory	no	no	yes	yes	no
[70-80)	4	57	0	12	3	2	3	Missing	Other	Respiratory	Respiratory	no	no	no	no	yes
[80-90)	1	43	0	3	0	0	0	InternalMedicine	Diabetes	Digestive	Circulatory	no	no	no	yes	no
[50-60)	1	8	1	14	0	0	0	Surgery	Digestive	Circulatory	Diabetes	no	no	no	yes	yes
[70-80)	3	45	0	7	0	0	0	Family/GeneralPractice	Circulatory	Circulatory	Circulatory	no	no	no	yes	yes
[80-90)	2	54	1	10	0	3	0	Missing	Circulatory	Other	Circulatory	no	no	no	yes	no
[60-70)	5	41	0	11	0	2	0	Missing	Other	Circulatory	Other	no	no	no	no	yes
[70-80)	3	32	1	8	0	0	0	Missing	Circulatory	Diabetes	Circulatory	no	no	yes	yes	no
[70-80)	1	25	6	12	0	0	0	Missing	Circulatory	Circulatory	Other	no	no	yes	yes	no
[70-80)	14	28	3	28	0	0	0	Surgery	Other	Other	Digestive	no	no	yes	yes	no
[60-70)	2	12	0	17	2	0	0	Missing	Other	Circulatory	Digestive	high	no	no	yes	yes
[80-90)	8	59	0	14	0	0	0	Emergency/Trauma	Other	Other	Respiratory	no	no	yes	yes	no
[70-80)	3	62	0	6	1	0	0	Missing	Circulatory	Circulatory	Other	no	no	no	no	yes
[70-80)	4	77	1	8	3	0	1	Missing	Other	Other	Other	no	no	no	yes	no
[40-50)	3	67	2	10	0	0	0	InternalMedicine	Musculoskeletal	Diabetes	Circulatory	no	normal	no	no	no
[90-100)	8	47	0	12	0	0	0	InternalMedicine	Other	Other	Diabetes	no	normal	no	no	yes
[50-60)	4	41	0	15	0	0	0	Missing	Respiratory	Diabetes	Missing	no	no	no	no	no
[50-60)	7	46	4	22	0	0	0	Emergency/Trauma	Other	Musculoskeletal	Other	no	high	no	no	no
[50-60)	13	80	2	31	0	1	0	Family/GeneralPractice	Circulatory	Other	Other	no	no	yes	yes	yes
[60-70)	3	84	0	21	0	1	0	InternalMedicine	Respiratory	Circulatory	Other	no	high	no	yes	no
[50-60)	4	42	1	22	0	4	0	Missing	Diabetes	Other	Other	no	normal	yes	yes	no
[70-80)	6	76	6	32	0	0	0	InternalMedicine	Circulatory	Other	Circulatory	no	no	no	no	no
[60-70)	3	18	1	14	0	0	0	Cardiology	Digestive	Other	Digestive	no	no	yes	yes	no
[40-50)	4	79	5	19	0	0	0	InternalMedicine	Circulatory	Other	Circulatory	no	normal	no	yes	no
[80-90)	1	47	0	9	0	0	0	InternalMedicine	Circulatory	Digestive	Circulatory	no	no	no	yes	no
[60-70)	1	44	5	19	0	2	0	Cardiology	Circulatory	Respiratory	Diabetes	no	no	no	no	no
[80-90)	4	38	1	20	0	0	0	InternalMedicine	Injury	Musculoskeletal	Musculoskeletal	no	high	yes	yes	yes
[40-50)	7	74	2	21	0	1	0	Family/GeneralPractice	Other	Respiratory	Other	no	no	no	yes	no
[40-50)	1	51	1	13	0	0	0	Missing	Digestive	Other	Diabetes	no	no	no	no	no
[50-60)	12	52	3	17	0	5	0	Missing	Injury	Respiratory	Digestive	no	no	no	no	yes
[50-60)	4	44	1	13	0	0	0	Missing	Other	Other	Other	no	no	yes	yes	yes
[70-80)	11	41	2	11	0	0	0	Missing	Respiratory	Other	Circulatory	no	no	no	yes	no
[60-70)	3	60	0	12	0	1	1	Emergency/Trauma	Digestive	Other	Circulatory	no	high	no	yes	no
[60-70)	5	38	1	21	0	1	0	InternalMedicine	Injury	Digestive	Diabetes	no	no	yes	yes	no
[50-60)	6	2	1	12	0	1	0	Other	Other	Injury	Other	no	no	yes	yes	no
[60-70)	2	20	6	20	0	0	0	Cardiology	Circulatory	Diabetes	Circulatory	no	no	no	no	no
[80-90)	11	70	0	15	0	0	0	InternalMedicine	Other	Other	Diabetes	no	no	no	yes	no
[40-50)	1	43	0	16	0	0	0	Missing	Diabetes	Digestive	Other	no	no	yes	yes	yes
[60-70)	3	54	1	15	0	0	0	Other	Musculoskeletal	Other	Other	no	high	yes	yes	no
[50-60)	3	45	0	21	0	0	0	Surgery	Digestive	Other	Other	no	no	no	yes	yes
[50-60)	1	39	0	5	0	1	0	Family/GeneralPractice	Diabetes	Other	Other	no	no	yes	yes	no
[50-60)	6	52	2	13	0	0	3	Missing	Other	Diabetes	Other	no	no	yes	yes	no
[80-90)	7	47	2	27	0	0	0	Surgery	Other	Circulatory	Other	no	no	yes	yes	no
[50-60)	2	38	0	6	0	0	0	Missing	Respiratory	Circulatory	Circulatory	no	no	no	no	no
[40-50)	5	38	2	25	0	0	0	InternalMedicine	Respiratory	Diabetes	Circulatory	no	no	yes	yes	no
[90-100)	4	47	0	16	0	0	0	InternalMedicine	Injury	Circulatory	Circulatory	no	no	yes	yes	yes
[50-60)	7	46	1	15	0	1	0	Missing	Other	Circulatory	Other	no	no	no	no	yes
[40-50)	3	52	1	10	0	0	0	Family/GeneralPractice	Digestive	Other	Diabetes	no	no	yes	yes	no
[70-80)	5	18	1	11	0	0	0	Other	Injury	Missing	Diabetes	no	no	no	no	no
[70-80)	2	29	3	9	0	0	0	Other	Circulatory	Circulatory	Circulatory	no	no	no	yes	no
[80-90)	12	8	0	19	0	0	0	Emergency/Trauma	Respiratory	Respiratory	Circulatory	no	no	no	yes	no
[60-70)	7	47	0	9	0	0	0	InternalMedicine	Circulatory	Circulatory	Circulatory	no	high	no	no	no
[70-80)	2	24	1	19	0	0	0	Missing	Digestive	Circulatory	Other	no	no	no	no	yes
[60-70)	1	5	0	6	0	0	0	Cardiology	Other	Other	Circulatory	no	no	no	yes	no
[40-50)	1	59	3	17	0	0	1	Missing	Respiratory	Respiratory	Respiratory	no	high	yes	yes	no
[60-70)	4	5	2	9	0	0	0	Other	Musculoskeletal	Other	Diabetes	no	no	yes	yes	no
[40-50)	6	56	2	22	0	0	0	Missing	Other	Other	Injury	no	no	yes	yes	no
[70-80)	6	18	0	14	2	0	0	Other	Circulatory	Other	Other	high	no	yes	yes	no
[50-60)	4	1	6	13	0	0	0	Emergency/Trauma	Digestive	Respiratory	Other	no	no	yes	yes	yes
[50-60)	5	37	0	23	1	3	2	InternalMedicine	Respiratory	Circulatory	Circulatory	no	no	no	yes	yes
[60-70)	5	19	1	17	0	0	0	Other	Musculoskeletal	Other	Diabetes	no	no	no	no	no
[70-80)	1	19	2	16	0	0	1	Cardiology	Circulatory	Circulatory	Circulatory	high	no	no	yes	no
[60-70)	2	48	0	4	0	0	0	Missing	Digestive	Diabetes	Circulatory	no	no	no	yes	yes
[60-70)	11	33	3	23	0	2	0	Emergency/Trauma	Diabetes	Other	Circulatory	no	no	yes	yes	no
[40-50)	4	35	4	13	0	0	0	Emergency/Trauma	Diabetes	Other	Other	no	high	yes	yes	yes
[60-70)	9	63	2	18	0	1	0	Other	Digestive	Respiratory	Circulatory	no	no	yes	yes	yes
[60-70)	1	37	4	24	0	0	0	Surgery	Musculoskeletal	Circulatory	Diabetes	no	no	yes	yes	no
[90-100)	2	42	0	9	0	0	0	Missing	Respiratory	Other	Diabetes	no	no	yes	yes	yes
[70-80)	3	41	0	1	0	0	0	Missing	Diabetes	Diabetes	Other	no	high	no	no	yes
[80-90)	9	1	0	11	0	0	0	Emergency/Trauma	Respiratory	Other	Circulatory	no	no	no	yes	yes
[40-50)	10	26	1	24	1	0	3	Other	Other	Diabetes	Circulatory	no	no	yes	yes	yes
[60-70)	2	41	3	17	0	0	0	Cardiology	Circulatory	Circulatory	Circulatory	no	no	yes	yes	no
[70-80)	2	52	0	14	0	5	2	InternalMedicine	Digestive	Digestive	Other	no	no	yes	yes	yes
[60-70)	5	41	0	16	0	2	0	Other	Respiratory	Other	Circulatory	no	no	yes	yes	yes
[40-50)	7	73	1	18	0	0	0	Emergency/Trauma	Digestive	Other	Respiratory	no	no	no	yes	yes
[70-80)	4	52	0	14	0	0	0	Missing	Injury	Other	Circulatory	no	no	no	yes	no

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