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
[80-90)	2	68	0	16	1	5	0	Missing	Other	Other	Other	no	no	no	no	no
[60-70)	6	70	6	33	0	0	0	Missing	Other	Respiratory	Circulatory	no	no	yes	yes	no
[60-70)	5	61	0	14	1	1	0	Missing	Other	Other	Other	no	no	yes	yes	no
[80-90)	4	68	0	25	0	0	0	Missing	Respiratory	Circulatory	Other	no	no	yes	yes	no
[50-60)	2	33	1	17	1	3	1	Missing	Injury	Other	Circulatory	no	no	yes	yes	yes
[60-70)	6	59	0	20	0	1	0	InternalMedicine	Circulatory	Circulatory	Circulatory	no	no	yes	yes	yes
[80-90)	4	58	0	7	0	0	0	Missing	Other	Other	Circulatory	no	no	yes	yes	yes
[80-90)	5	37	3	13	0	0	0	Emergency/Trauma	Other	Other	Other	no	no	yes	yes	no
[60-70)	1	54	4	10	0	1	1	Missing	Other	Other	Respiratory	no	no	no	yes	yes
[80-90)	9	22	0	14	0	1	1	Missing	Circulatory	Circulatory	Other	high	no	yes	yes	no
[60-70)	3	4	1	7	0	0	0	Missing	Other	Other	Diabetes	no	no	yes	yes	no
[60-70)	2	37	0	20	0	3	0	Missing	Respiratory	Digestive	Diabetes	no	no	yes	yes	yes
[60-70)	4	30	0	8	2	1	0	Missing	Circulatory	Respiratory	Diabetes	no	no	no	yes	yes
[70-80)	2	1	0	7	0	0	0	Emergency/Trauma	Diabetes	Other	Circulatory	no	no	no	yes	yes
[80-90)	1	37	1	6	0	0	0	Family/GeneralPractice	Other	Circulatory	Diabetes	no	no	no	no	yes
[70-80)	2	38	3	27	0	2	1	Other	Injury	Other	Circulatory	no	no	yes	yes	no
[60-70)	3	39	0	16	0	0	0	Missing	Other	Other	Musculoskeletal	no	no	yes	yes	no
[70-80)	2	30	2	12	0	0	0	Missing	Circulatory	Respiratory	Circulatory	no	no	no	no	no
[60-70)	6	48	2	26	0	0	1	InternalMedicine	Musculoskeletal	Other	Other	no	normal	yes	yes	yes
[70-80)	4	36	3	30	2	0	0	Missing	Other	Injury	Respiratory	no	no	no	yes	no
[60-70)	1	1	0	15	0	1	0	Missing	Circulatory	Circulatory	Diabetes	no	no	no	yes	no
[70-80)	7	61	2	12	0	0	1	Missing	Other	Digestive	Diabetes	no	no	no	yes	no
[70-80)	3	73	0	12	0	0	1	Missing	Other	Other	Circulatory	no	no	no	yes	yes
[70-80)	1	24	0	3	0	0	0	InternalMedicine	Other	Circulatory	Diabetes	no	no	yes	yes	no
[40-50)	8	3	0	10	0	0	0	Other	Other	Other	Injury	no	no	yes	yes	yes
[40-50)	1	46	0	11	0	1	0	Family/GeneralPractice	Circulatory	Injury	Other	no	no	no	no	no
[40-50)	9	29	3	27	1	3	1	InternalMedicine	Circulatory	Other	Diabetes	no	no	yes	yes	yes
[40-50)	1	37	3	5	0	0	0	Family/GeneralPractice	Respiratory	Circulatory	Circulatory	no	no	no	yes	yes
[80-90)	2	12	0	12	0	2	0	Missing	Digestive	Circulatory	Other	no	no	no	no	no
[60-70)	3	57	1	21	0	0	0	Other	Musculoskeletal	Diabetes	Circulatory	no	no	yes	yes	yes
[50-60)	5	1	3	16	0	0	0	Missing	Other	Digestive	Respiratory	no	no	yes	yes	no
[40-50)	2	62	0	14	2	5	2	Missing	Other	Other	Other	no	no	no	no	no
[60-70)	9	62	1	23	0	0	0	Missing	Other	Diabetes	Other	no	no	yes	yes	yes
[50-60)	2	58	0	15	0	1	2	Missing	Other	Other	Other	no	no	no	yes	yes
[70-80)	2	1	1	26	1	3	0	InternalMedicine	Circulatory	Other	Circulatory	no	no	yes	yes	yes
[70-80)	2	71	0	13	0	0	0	InternalMedicine	Other	Circulatory	Diabetes	no	no	no	no	no
[80-90)	3	40	2	11	0	2	0	Family/GeneralPractice	Circulatory	Injury	Injury	no	no	no	yes	no
[50-60)	11	79	5	31	0	0	0	Missing	Diabetes	Circulatory	Other	no	high	yes	yes	yes
[70-80)	9	68	1	28	2	0	2	Missing	Respiratory	Other	Respiratory	normal	no	yes	yes	yes
[50-60)	4	53	2	28	0	0	0	Surgery	Circulatory	Circulatory	Other	no	no	no	yes	no
[60-70)	4	72	0	18	0	0	3	Missing	Other	Other	Respiratory	no	high	no	yes	yes
[60-70)	2	45	1	16	1	2	1	Other	Circulatory	Circulatory	Diabetes	no	no	no	yes	no
[60-70)	2	47	0	13	0	0	0	Missing	Injury	Respiratory	Other	no	no	no	no	yes
[60-70)	5	32	0	9	0	0	0	Other	Other	Other	Diabetes	no	no	yes	yes	no
[70-80)	4	47	3	15	0	0	0	Missing	Circulatory	Respiratory	Diabetes	no	no	no	no	yes
[50-60)	4	45	1	10	0	0	0	Missing	Diabetes	Circulatory	Circulatory	no	high	yes	yes	no
[60-70)	2	39	1	9	0	0	0	InternalMedicine	Other	Other	Other	no	no	no	no	no
[40-50)	4	26	1	35	0	0	0	Other	Injury	Diabetes	Other	no	no	no	yes	no
[40-50)	3	64	0	18	0	0	0	Missing	Digestive	Other	Other	no	high	yes	yes	yes
[70-80)	3	80	6	35	0	0	0	Missing	Circulatory	Circulatory	Respiratory	no	no	yes	yes	no
[40-50)	1	51	0	10	0	0	0	Missing	Respiratory	Other	Other	no	no	yes	yes	no
[50-60)	2	45	2	16	0	2	1	Missing	Circulatory	Circulatory	Circulatory	no	no	no	yes	yes
[90-100)	7	25	2	21	0	0	0	Cardiology	Circulatory	Circulatory	Circulatory	no	no	no	no	no
[60-70)	6	29	0	15	0	0	0	Missing	Respiratory	Other	Respiratory	no	no	yes	yes	yes
[60-70)	2	49	0	6	0	0	0	Missing	Circulatory	Other	Circulatory	no	no	yes	yes	no
[40-50)	3	9	1	18	2	0	0	Missing	Other	Respiratory	Diabetes	no	no	no	yes	no
[80-90)	5	56	0	17	0	0	0	InternalMedicine	Circulatory	Respiratory	Other	no	no	yes	yes	no
[70-80)	3	69	0	16	0	2	0	InternalMedicine	Respiratory	Diabetes	Circulatory	no	no	yes	yes	no
[80-90)	3	79	0	13	3	1	0	InternalMedicine	Respiratory	Digestive	Other	no	no	yes	yes	no
[60-70)	5	49	3	14	0	0	0	Cardiology	Circulatory	Injury	Circulatory	no	no	no	yes	no
[40-50)	2	44	1	9	0	0	0	InternalMedicine	Digestive	Diabetes	Respiratory	no	no	no	yes	yes
[50-60)	3	20	3	30	0	0	0	Other	Musculoskeletal	Musculoskeletal	Other	no	no	yes	yes	no
[50-60)	1	60	0	10	0	2	0	Missing	Other	Circulatory	Circulatory	no	no	no	yes	yes
[50-60)	4	29	0	11	0	0	0	Missing	Other	Injury	Other	no	no	yes	yes	no
[60-70)	4	47	1	14	0	0	0	InternalMedicine	Other	Other	Circulatory	no	high	yes	yes	yes
[60-70)	3	36	5	18	0	0	1	Missing	Other	Other	Circulatory	no	no	no	no	yes
[60-70)	5	58	0	12	0	0	0	Missing	Respiratory	Other	Other	no	high	yes	yes	no
[80-90)	1	9	0	12	0	3	0	Missing	Respiratory	Circulatory	Circulatory	no	no	no	yes	yes
[40-50)	2	54	0	8	0	0	0	Emergency/Trauma	Other	Other	Other	no	no	no	no	yes
[60-70)	2	46	0	10	0	0	0	Family/GeneralPractice	Circulatory	Circulatory	Other	no	no	yes	yes	no
[50-60)	4	57	1	20	0	0	0	InternalMedicine	Circulatory	Circulatory	Circulatory	no	no	no	no	no
[40-50)	1	36	0	7	0	0	0	Other	Diabetes	Other	Circulatory	no	high	yes	yes	no
[70-80)	4	58	4	14	0	0	0	Missing	Circulatory	Circulatory	Circulatory	no	high	no	yes	yes
[60-70)	1	36	0	8	0	0	0	Family/GeneralPractice	Circulatory	Circulatory	Diabetes	no	no	yes	yes	no
[70-80)	10	64	1	37	0	0	0	Cardiology	Circulatory	Other	Other	no	no	yes	yes	no
[50-60)	2	29	2	11	0	0	0	Family/GeneralPractice	Other	Injury	Respiratory	no	no	no	yes	yes
[80-90)	8	9	5	18	0	0	0	Cardiology	Circulatory	Circulatory	Respiratory	no	no	no	no	yes
[50-60)	4	91	4	45	0	0	0	Cardiology	Circulatory	Circulatory	Other	no	normal	yes	yes	no
[80-90)	13	69	0	16	0	1	0	InternalMedicine	Circulatory	Circulatory	Diabetes	no	no	no	no	no
[40-50)	3	21	3	21	5	2	7	Emergency/Trauma	Respiratory	Digestive	Diabetes	no	no	no	yes	yes
[70-80)	3	56	0	13	4	1	0	Missing	Circulatory	Respiratory	Other	no	no	yes	yes	yes
[70-80)	7	48	4	30	0	0	0	Family/GeneralPractice	Other	Other	Other	no	no	yes	yes	no
[60-70)	2	38	6	18	0	0	0	Missing	Circulatory	Circulatory	Injury	no	no	no	yes	yes
[70-80)	4	39	0	21	0	1	0	Missing	Circulatory	Circulatory	Respiratory	no	no	yes	yes	yes
[70-80)	1	35	1	19	0	0	0	Cardiology	Circulatory	Diabetes	Other	no	no	yes	yes	yes
[60-70)	3	45	0	11	0	0	0	InternalMedicine	Respiratory	Diabetes	Other	no	no	no	yes	no
[60-70)	1	33	1	2	0	0	0	Other	Other	Diabetes	Other	no	no	no	no	no
[80-90)	1	52	0	11	0	1	1	Cardiology	Respiratory	Circulatory	Other	no	no	yes	yes	yes
[50-60)	7	42	0	13	0	1	0	Missing	Digestive	Digestive	Other	no	no	no	yes	yes
[70-80)	4	27	5	24	0	0	0	Missing	Circulatory	Circulatory	Respiratory	no	no	yes	yes	no
[50-60)	3	23	3	13	2	0	0	Surgery	Other	Diabetes	Missing	high	no	no	no	no
[70-80)	6	45	1	20	1	0	0	InternalMedicine	Circulatory	Circulatory	Circulatory	no	no	no	yes	no
[60-70)	7	9	2	24	2	2	0	Surgery	Other	Other	Other	normal	no	no	no	yes
[50-60)	5	42	2	16	0	0	0	InternalMedicine	Circulatory	Musculoskeletal	Circulatory	no	no	yes	yes	yes
[70-80)	4	39	0	8	0	0	0	InternalMedicine	Circulatory	Other	Diabetes	no	no	no	yes	no
[70-80)	1	44	3	6	0	0	0	Surgery	Circulatory	Circulatory	Diabetes	no	no	yes	yes	no
[70-80)	1	29	0	3	0	2	0	Missing	Digestive	Other	Diabetes	no	no	no	yes	yes
[60-70)	1	49	2	16	1	0	0	Missing	Diabetes	Circulatory	Other	no	high	yes	yes	yes
[90-100)	4	30	0	5	0	0	0	Missing	Circulatory	Circulatory	Circulatory	no	no	yes	yes	no
[60-70)	7	73	0	24	0	1	1	Missing	Respiratory	Circulatory	Circulatory	no	no	yes	yes	yes

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