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
[40-50)	1	3	0	12	0	0	0	Missing	Other	Other	Diabetes	no	no	no	yes	yes
[60-70)	14	76	5	33	0	0	0	Emergency/Trauma	Other	Digestive	Diabetes	no	high	yes	yes	yes
[40-50)	1	37	6	10	0	0	0	Cardiology	Circulatory	Diabetes	Other	no	high	no	no	no
[60-70)	9	62	1	23	3	0	0	Missing	Diabetes	Other	Other	no	no	no	no	yes
[50-60)	4	56	0	17	0	0	0	Missing	Respiratory	Other	Injury	no	no	no	no	no
[90-100)	13	78	5	31	0	0	0	Missing	Digestive	Other	Other	no	no	no	yes	no
[50-60)	1	32	4	18	0	2	0	Cardiology	Circulatory	Circulatory	Circulatory	no	no	no	yes	no
[50-60)	2	36	3	25	0	0	0	Missing	Other	Diabetes	Missing	no	high	yes	yes	no
[50-60)	2	44	1	13	0	2	0	InternalMedicine	Diabetes	Circulatory	Digestive	no	no	no	no	yes
[80-90)	1	62	6	15	1	0	0	Cardiology	Circulatory	Circulatory	Other	no	no	no	no	no
[50-60)	1	51	3	32	0	0	0	Cardiology	Circulatory	Circulatory	Other	no	high	no	yes	no
[80-90)	8	23	2	9	0	1	0	InternalMedicine	Other	Diabetes	Other	no	no	no	yes	no
[50-60)	6	16	1	13	1	3	3	Family/GeneralPractice	Respiratory	Other	Circulatory	no	no	yes	yes	no
[60-70)	5	48	1	23	0	0	0	Missing	Other	Other	Injury	no	no	yes	yes	no
[50-60)	1	11	0	16	0	0	0	Missing	Circulatory	Circulatory	Respiratory	no	no	yes	yes	no
[60-70)	6	44	4	6	0	0	0	Family/GeneralPractice	Circulatory	Diabetes	Other	no	high	yes	yes	no
[70-80)	6	68	0	19	0	0	0	Emergency/Trauma	Diabetes	Other	Other	no	high	yes	yes	no
[70-80)	3	67	2	13	0	1	0	Missing	Respiratory	Diabetes	Respiratory	no	no	no	yes	no
[60-70)	5	56	1	12	3	0	0	Missing	Diabetes	Other	Other	no	no	no	yes	yes
[90-100)	6	30	2	19	0	0	0	Family/GeneralPractice	Diabetes	Circulatory	Other	no	no	yes	yes	yes
[50-60)	6	36	0	26	0	0	0	InternalMedicine	Respiratory	Other	Other	no	no	no	no	yes
[40-50)	4	3	0	28	0	1	1	Missing	Other	Other	Other	no	no	yes	yes	no
[60-70)	9	1	3	14	1	0	0	Missing	Other	Other	Circulatory	no	no	yes	yes	yes
[50-60)	2	26	1	12	0	0	0	Other	Other	Injury	Injury	no	no	yes	yes	no
[80-90)	5	53	0	30	2	1	0	Missing	Circulatory	Other	Circulatory	no	no	yes	yes	no
[60-70)	1	19	1	1	0	0	0	Missing	Injury	Circulatory	Circulatory	no	no	no	no	no
[80-90)	1	37	0	6	0	0	2	Emergency/Trauma	Digestive	Other	Other	no	no	no	no	yes
[70-80)	6	15	1	12	3	1	0	Family/GeneralPractice	Other	Other	Musculoskeletal	high	no	no	no	no
[50-60)	6	80	0	3	0	0	0	InternalMedicine	Other	Other	Musculoskeletal	no	no	no	no	no
[60-70)	7	71	5	38	0	0	0	Missing	Circulatory	Circulatory	Diabetes	no	no	yes	yes	no
[50-60)	2	52	0	14	0	0	0	Missing	Other	Diabetes	Other	no	no	no	yes	no
[50-60)	3	7	0	7	0	1	0	Other	Other	Diabetes	Missing	no	no	yes	yes	no
[70-80)	1	40	6	12	0	0	0	Missing	Circulatory	Circulatory	Circulatory	no	no	yes	yes	no
[70-80)	1	39	0	5	0	0	0	Missing	Respiratory	Circulatory	Musculoskeletal	no	no	no	no	no
[70-80)	4	40	2	10	0	0	0	Other	Other	Other	Digestive	no	no	no	no	no
[70-80)	1	35	0	12	0	0	0	Missing	Respiratory	Digestive	Digestive	no	no	yes	yes	yes
[70-80)	2	85	0	14	0	0	0	InternalMedicine	Circulatory	Other	Other	no	high	yes	yes	no
[90-100)	6	67	0	8	0	0	0	Missing	Other	Circulatory	Other	no	no	no	yes	no
[70-80)	3	61	1	16	0	1	0	Missing	Circulatory	Circulatory	Circulatory	no	high	no	yes	yes
[90-100)	7	48	1	29	0	0	0	Other	Diabetes	Circulatory	Other	no	no	no	no	no
[40-50)	6	47	1	17	0	0	0	Missing	Other	Other	Other	no	no	no	no	no
[50-60)	2	34	1	10	0	1	0	Family/GeneralPractice	Circulatory	Diabetes	Musculoskeletal	no	no	no	no	yes
[70-80)	3	41	0	14	1	0	0	Missing	Circulatory	Respiratory	Diabetes	no	no	yes	yes	yes
[50-60)	13	49	0	17	0	1	0	Other	Other	Respiratory	Circulatory	no	no	yes	yes	no
[60-70)	6	55	0	23	0	0	0	Missing	Injury	Other	Respiratory	no	no	yes	yes	yes
[70-80)	3	61	0	11	0	0	0	Missing	Circulatory	Respiratory	Diabetes	no	high	yes	yes	no
[80-90)	1	36	3	10	0	0	0	Surgery	Other	Other	Circulatory	no	no	yes	yes	no
[60-70)	6	45	1	19	0	2	0	Family/GeneralPractice	Musculoskeletal	Diabetes	Diabetes	no	high	no	yes	yes
[60-70)	1	30	0	5	0	0	0	Missing	Respiratory	Other	Diabetes	no	normal	no	no	no
[60-70)	2	20	2	17	0	0	0	Other	Other	Other	Diabetes	no	no	yes	yes	no
[70-80)	4	75	1	16	0	2	0	Missing	Respiratory	Other	Circulatory	no	no	no	no	yes
[60-70)	7	42	2	11	0	0	0	InternalMedicine	Circulatory	Circulatory	Circulatory	no	no	no	no	yes
[70-80)	5	23	2	10	0	3	0	Missing	Respiratory	Injury	Other	no	no	no	yes	yes
[70-80)	3	41	5	9	0	0	0	InternalMedicine	Circulatory	Circulatory	Circulatory	no	no	no	yes	no
[70-80)	3	60	0	10	0	0	0	Missing	Other	Other	Other	no	normal	no	yes	no
[50-60)	12	41	6	44	0	1	0	Missing	Circulatory	Circulatory	Other	no	no	yes	yes	yes
[90-100)	3	59	0	15	0	2	1	Missing	Other	Circulatory	Other	no	no	no	yes	yes
[80-90)	1	30	0	20	1	3	1	Missing	Respiratory	Respiratory	Respiratory	no	no	yes	yes	no
[60-70)	4	31	2	13	0	0	0	Surgery	Musculoskeletal	Other	Diabetes	no	no	no	no	no
[70-80)	7	42	1	15	0	0	0	Missing	Other	Other	Diabetes	no	high	no	no	no
[70-80)	4	67	0	11	0	1	0	InternalMedicine	Digestive	Respiratory	Diabetes	no	no	no	yes	yes
[60-70)	7	59	5	18	1	1	0	Missing	Diabetes	Other	Other	no	no	no	yes	yes
[70-80)	6	31	2	15	0	4	0	InternalMedicine	Digestive	Other	Other	no	no	no	yes	yes
[60-70)	3	44	6	16	0	0	0	Missing	Circulatory	Other	Circulatory	no	high	no	no	yes
[70-80)	2	34	0	9	0	0	0	Missing	Circulatory	Circulatory	Diabetes	no	no	yes	yes	yes
[70-80)	3	26	1	27	1	0	0	Missing	Musculoskeletal	Digestive	Circulatory	no	no	yes	yes	no
[60-70)	4	54	0	9	0	1	0	Missing	Other	Diabetes	Circulatory	no	high	no	yes	no
[70-80)	14	83	6	46	0	0	0	InternalMedicine	Circulatory	Injury	Other	no	normal	no	yes	yes
[70-80)	5	47	2	25	1	3	0	InternalMedicine	Circulatory	Circulatory	Circulatory	no	no	no	no	yes
[50-60)	10	47	5	44	0	0	0	Other	Other	Respiratory	Diabetes	no	no	yes	yes	no
[70-80)	6	73	1	13	0	0	0	Emergency/Trauma	Digestive	Other	Other	no	high	yes	yes	yes
[70-80)	3	24	2	9	0	0	0	Other	Musculoskeletal	Other	Circulatory	no	no	no	yes	yes
[50-60)	2	13	5	7	0	0	0	Missing	Circulatory	Diabetes	Circulatory	no	no	no	no	no
[70-80)	5	54	0	31	2	7	3	Missing	Respiratory	Respiratory	Circulatory	no	no	no	yes	yes
[70-80)	11	9	0	8	0	1	0	Emergency/Trauma	Respiratory	Circulatory	Circulatory	no	no	yes	yes	yes
[60-70)	5	41	4	22	0	0	0	Family/GeneralPractice	Other	Other	Injury	no	no	no	yes	no
[70-80)	3	43	0	9	1	0	0	InternalMedicine	Digestive	Circulatory	Other	no	no	no	yes	no
[60-70)	5	61	0	17	0	5	0	Missing	Respiratory	Diabetes	Respiratory	no	no	yes	yes	yes
[40-50)	4	62	0	15	0	0	0	Missing	Other	Other	Other	no	high	yes	yes	yes
[60-70)	3	47	0	11	0	0	1	Family/GeneralPractice	Digestive	Respiratory	Other	no	no	no	yes	no
[70-80)	12	83	0	25	0	0	0	Family/GeneralPractice	Circulatory	Other	Diabetes	no	high	yes	yes	yes
[60-70)	8	32	2	21	0	0	0	Missing	Digestive	Digestive	Diabetes	no	no	no	no	no
[40-50)	2	36	4	10	1	0	1	Missing	Circulatory	Other	Circulatory	no	no	no	yes	no
[70-80)	3	30	3	15	1	0	0	Surgery	Musculoskeletal	Other	Musculoskeletal	no	high	no	yes	yes
[80-90)	3	6	1	19	1	0	0	Other	Other	Respiratory	Circulatory	no	no	yes	yes	yes
[60-70)	1	33	3	5	0	0	0	Other	Other	Digestive	Diabetes	no	no	yes	yes	yes
[70-80)	4	58	0	25	0	1	0	Missing	Other	Other	Other	no	no	yes	yes	no
[80-90)	2	1	0	14	2	0	0	Missing	Respiratory	Respiratory	Respiratory	no	no	yes	yes	no
[50-60)	1	28	0	10	0	0	0	Family/GeneralPractice	Respiratory	Circulatory	Respiratory	no	no	no	yes	no
[70-80)	8	68	2	23	0	1	0	Missing	Digestive	Circulatory	Circulatory	no	normal	yes	yes	yes
[90-100)	4	35	0	16	0	0	0	Missing	Circulatory	Circulatory	Circulatory	no	high	no	yes	no
[60-70)	6	68	1	35	0	1	0	Other	Other	Other	Other	no	no	yes	yes	yes
[60-70)	1	44	0	14	0	0	0	Missing	Injury	Circulatory	Other	no	no	yes	yes	no
[70-80)	3	55	0	10	0	1	0	Missing	Circulatory	Circulatory	Diabetes	no	no	no	yes	yes
[50-60)	13	71	5	29	3	3	1	Missing	Digestive	Respiratory	Respiratory	no	no	no	yes	yes
[50-60)	1	19	6	17	0	0	0	Other	Circulatory	Circulatory	Circulatory	no	no	no	no	no
[40-50)	2	35	0	13	1	3	0	Missing	Other	Diabetes	Other	no	no	no	no	yes
[50-60)	3	47	5	17	0	0	0	Emergency/Trauma	Circulatory	Diabetes	Circulatory	no	high	yes	yes	no
[80-90)	9	61	2	27	0	0	0	Missing	Digestive	Other	Diabetes	no	no	no	yes	yes
[80-90)	8	70	0	28	3	1	0	Missing	Other	Other	Other	no	no	no	yes	no

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