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)	5	63	3	50	1	0	0	Cardiology	Circulatory	Circulatory	Diabetes	no	no	yes	yes	no
[80-90)	5	57	1	14	0	0	0	Missing	Injury	Other	Other	no	no	no	no	no
[40-50)	5	60	2	9	1	1	0	InternalMedicine	Digestive	Other	Digestive	no	no	no	no	no
[70-80)	4	40	0	14	0	0	0	Missing	Other	Other	Other	no	no	yes	yes	no
[50-60)	4	54	1	18	0	1	0	Family/GeneralPractice	Respiratory	Respiratory	Digestive	no	no	yes	yes	yes
[50-60)	1	41	0	8	0	0	0	Missing	Respiratory	Other	Diabetes	no	no	yes	yes	no
[80-90)	3	11	0	25	0	0	1	Missing	Respiratory	Diabetes	Respiratory	high	no	yes	yes	no
[70-80)	2	51	0	13	2	0	0	Missing	Digestive	Circulatory	Diabetes	no	no	yes	yes	yes
[70-80)	3	1	4	22	0	1	0	Other	Musculoskeletal	Other	Circulatory	no	no	no	no	yes
[70-80)	14	9	3	17	0	0	0	Missing	Digestive	Other	Circulatory	no	no	no	no	no
[70-80)	5	30	3	11	0	0	0	Missing	Other	Diabetes	Missing	no	no	no	no	no
[80-90)	4	24	0	19	0	0	1	Missing	Circulatory	Other	Other	normal	no	no	no	no
[90-100)	4	44	0	23	1	0	0	Missing	Circulatory	Respiratory	Circulatory	no	no	yes	yes	yes
[50-60)	6	43	3	37	1	2	0	Surgery	Circulatory	Diabetes	Circulatory	no	no	no	yes	yes
[40-50)	6	66	3	14	0	3	1	Other	Other	Other	Other	no	high	no	yes	yes
[50-60)	2	74	2	6	0	0	0	InternalMedicine	Circulatory	Respiratory	Other	no	no	no	yes	no
[60-70)	4	45	0	16	0	3	2	Missing	Circulatory	Other	Circulatory	no	no	no	no	no
[60-70)	8	70	0	8	0	1	0	InternalMedicine	Circulatory	Other	Diabetes	no	no	yes	yes	yes
[50-60)	8	63	3	23	1	1	1	InternalMedicine	Other	Other	Circulatory	no	no	yes	yes	no
[50-60)	5	74	0	23	0	0	0	Emergency/Trauma	Respiratory	Respiratory	Other	no	high	yes	yes	no
[60-70)	7	70	1	19	0	0	0	Missing	Other	Other	Other	no	no	yes	yes	no
[60-70)	8	42	4	21	0	1	0	Missing	Diabetes	Other	Diabetes	no	no	no	yes	yes
[60-70)	5	58	0	4	0	0	0	Missing	Circulatory	Other	Circulatory	no	no	no	no	yes
[40-50)	2	36	3	11	0	0	0	Cardiology	Circulatory	Other	Diabetes	no	no	no	yes	no
[50-60)	2	25	3	16	3	1	0	Missing	Circulatory	Diabetes	Circulatory	no	no	no	yes	no
[50-60)	5	34	0	14	0	0	0	Family/GeneralPractice	Diabetes	Other	Other	no	no	yes	yes	no
[70-80)	8	36	3	15	0	2	2	Missing	Other	Digestive	Respiratory	no	no	yes	yes	yes
[70-80)	7	41	3	30	0	0	0	Missing	Digestive	Other	Diabetes	no	no	no	yes	yes
[60-70)	5	20	2	12	0	0	0	Family/GeneralPractice	Other	Other	Other	no	no	no	yes	yes
[80-90)	5	1	0	11	1	2	1	Missing	Other	Other	Circulatory	no	no	no	yes	yes
[70-80)	4	53	2	27	0	0	0	Other	Musculoskeletal	Other	Respiratory	no	no	yes	yes	yes
[80-90)	5	68	0	18	0	4	0	Missing	Circulatory	Circulatory	Other	no	no	yes	yes	no
[80-90)	3	41	0	21	0	0	0	InternalMedicine	Diabetes	Respiratory	Circulatory	no	no	yes	yes	yes
[70-80)	3	46	3	13	0	0	0	Emergency/Trauma	Circulatory	Circulatory	Circulatory	no	no	yes	yes	no
[50-60)	3	55	1	29	0	0	0	Other	Injury	Other	Respiratory	no	no	no	no	no
[50-60)	9	59	4	43	0	0	0	Missing	Musculoskeletal	Respiratory	Musculoskeletal	no	no	no	yes	yes
[70-80)	3	60	0	11	0	0	0	Missing	Respiratory	Diabetes	Circulatory	no	high	yes	yes	no
[60-70)	3	37	3	24	0	1	0	Family/GeneralPractice	Circulatory	Diabetes	Circulatory	no	no	yes	yes	no
[40-50)	2	50	4	6	0	0	0	Cardiology	Respiratory	Diabetes	Other	no	high	yes	yes	no
[80-90)	3	72	0	13	0	0	0	InternalMedicine	Circulatory	Respiratory	Circulatory	no	no	no	no	no
[70-80)	6	79	0	27	0	0	0	Emergency/Trauma	Respiratory	Circulatory	Other	no	high	yes	yes	no
[60-70)	3	51	0	14	0	0	0	InternalMedicine	Circulatory	Other	Other	no	no	yes	yes	yes
[70-80)	2	45	5	18	0	1	0	Cardiology	Circulatory	Circulatory	Other	no	no	yes	yes	yes
[70-80)	13	40	5	15	0	0	0	Missing	Circulatory	Other	Other	no	no	yes	yes	no
[50-60)	6	42	6	16	0	0	0	Cardiology	Circulatory	Diabetes	Other	no	high	no	no	no
[40-50)	8	29	0	15	0	1	0	InternalMedicine	Respiratory	Respiratory	Other	no	no	no	no	no
[40-50)	5	44	1	11	0	0	0	Missing	Other	Diabetes	Circulatory	no	high	no	no	no
[90-100)	9	52	0	21	0	1	0	Missing	Respiratory	Circulatory	Other	no	no	yes	yes	no
[50-60)	5	42	0	6	0	0	0	Other	Other	Other	Diabetes	no	high	no	yes	no
[50-60)	13	76	4	24	0	0	0	Family/GeneralPractice	Other	Digestive	Other	no	no	no	yes	yes
[60-70)	9	66	1	22	1	3	0	Family/GeneralPractice	Other	Respiratory	Other	no	no	no	no	yes
[80-90)	5	50	1	28	3	0	0	Missing	Injury	Circulatory	Diabetes	no	no	yes	yes	yes
[70-80)	3	38	0	16	0	0	0	InternalMedicine	Respiratory	Respiratory	Diabetes	no	no	yes	yes	no
[70-80)	4	3	1	30	1	1	0	Other	Musculoskeletal	Diabetes	Respiratory	no	no	yes	yes	yes
[60-70)	4	55	2	20	1	1	1	Missing	Circulatory	Circulatory	Respiratory	no	no	yes	yes	yes
[70-80)	7	71	1	22	1	2	0	Missing	Other	Other	Other	no	no	no	yes	yes
[70-80)	1	9	1	13	0	1	0	Surgery	Other	Diabetes	Circulatory	high	no	no	yes	yes
[50-60)	3	79	1	19	0	0	0	Missing	Other	Other	Digestive	no	no	yes	yes	yes
[90-100)	3	58	0	10	0	0	0	Missing	Other	Other	Digestive	no	no	no	yes	no
[50-60)	2	63	0	16	0	0	0	Missing	Respiratory	Other	Other	no	no	no	yes	no
[60-70)	5	73	5	30	0	0	0	Cardiology	Circulatory	Other	Other	no	no	yes	yes	yes
[80-90)	9	74	4	30	1	2	2	Family/GeneralPractice	Digestive	Other	Respiratory	no	no	yes	yes	yes
[50-60)	2	74	0	11	1	0	0	Family/GeneralPractice	Respiratory	Other	Diabetes	no	high	yes	yes	no
[90-100)	5	53	1	16	0	1	0	Emergency/Trauma	Other	Circulatory	Respiratory	no	no	yes	yes	yes
[80-90)	2	55	0	10	0	1	0	Missing	Other	Circulatory	Other	no	no	no	yes	no
[70-80)	5	54	0	20	0	1	0	InternalMedicine	Other	Other	Other	no	no	yes	yes	no
[80-90)	3	3	0	9	0	0	0	Missing	Other	Other	Other	no	no	yes	yes	yes
[60-70)	7	44	0	20	0	0	0	InternalMedicine	Circulatory	Circulatory	Circulatory	no	no	no	yes	yes
[50-60)	4	47	0	27	0	0	1	Missing	Respiratory	Respiratory	Respiratory	no	no	no	yes	yes
[40-50)	4	64	1	10	0	0	0	Missing	Other	Diabetes	Other	no	high	yes	yes	no
[70-80)	2	46	0	11	0	0	0	Missing	Circulatory	Diabetes	Other	no	high	yes	yes	no
[50-60)	2	1	0	21	0	1	0	Missing	Respiratory	Circulatory	Other	no	no	yes	yes	no
[70-80)	3	2	0	12	2	0	0	Other	Other	Other	Other	no	no	yes	yes	no
[50-60)	9	23	0	15	0	1	0	Cardiology	Circulatory	Other	Other	no	no	no	no	no
[60-70)	3	67	0	14	0	2	0	InternalMedicine	Respiratory	Diabetes	Other	no	no	yes	yes	yes
[40-50)	12	64	2	11	0	2	0	Missing	Injury	Other	Other	no	normal	no	no	no
[90-100)	3	42	1	16	0	1	0	Missing	Circulatory	Respiratory	Circulatory	no	no	no	no	yes
[40-50)	2	54	3	9	0	0	0	Missing	Respiratory	Diabetes	Circulatory	no	no	yes	yes	no
[70-80)	1	29	0	10	0	0	0	Missing	Other	Other	Other	no	no	yes	yes	yes
[50-60)	6	74	6	47	0	0	0	Missing	Circulatory	Circulatory	Respiratory	no	no	yes	yes	no
[60-70)	4	59	1	10	0	0	0	Other	Circulatory	Circulatory	Other	no	no	no	yes	no
[60-70)	6	70	2	24	0	0	0	Missing	Respiratory	Respiratory	Respiratory	no	no	yes	yes	yes
[50-60)	5	42	1	14	0	0	0	InternalMedicine	Digestive	Other	Diabetes	no	no	yes	yes	no
[70-80)	2	1	2	11	0	0	0	Surgery	Circulatory	Circulatory	Other	no	no	yes	yes	no
[70-80)	8	76	1	18	0	1	0	Missing	Circulatory	Other	Circulatory	no	normal	no	yes	no
[50-60)	1	42	0	6	0	0	0	InternalMedicine	Respiratory	Circulatory	Diabetes	no	no	yes	yes	yes
[60-70)	1	36	2	13	0	1	0	Missing	Injury	Other	Circulatory	no	no	no	no	yes
[60-70)	3	88	4	17	0	0	0	Missing	Respiratory	Other	Respiratory	no	high	yes	yes	no
[70-80)	2	32	0	11	4	0	1	Missing	Other	Respiratory	Respiratory	no	no	no	yes	yes
[70-80)	4	27	1	23	0	0	0	Other	Musculoskeletal	Diabetes	Circulatory	no	no	yes	yes	no
[70-80)	2	49	1	24	2	0	0	Missing	Other	Diabetes	Other	no	no	yes	yes	yes
[70-80)	3	24	0	17	0	0	0	Family/GeneralPractice	Diabetes	Other	Diabetes	normal	no	no	no	yes
[70-80)	8	38	2	24	0	0	1	Missing	Diabetes	Other	Circulatory	no	no	yes	yes	yes
[70-80)	8	45	0	14	0	0	0	Missing	Circulatory	Other	Circulatory	no	no	no	yes	yes
[80-90)	2	9	0	15	0	1	1	Missing	Respiratory	Circulatory	Circulatory	normal	no	yes	yes	no
[40-50)	6	47	0	18	0	3	0	InternalMedicine	Respiratory	Circulatory	Respiratory	no	no	yes	yes	yes
[70-80)	2	57	0	10	0	0	0	Cardiology	Circulatory	Circulatory	Other	no	high	no	no	no
[60-70)	3	1	0	12	1	0	0	Emergency/Trauma	Diabetes	Other	Circulatory	no	no	yes	yes	yes
[40-50)	3	49	0	22	0	0	0	Missing	Circulatory	Other	Diabetes	no	no	no	yes	yes
[70-80)	8	68	3	18	0	1	0	Emergency/Trauma	Injury	Other	Injury	no	no	yes	yes	no

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