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)	12	69	6	30	0	0	0	Missing	Respiratory	Respiratory	Respiratory	no	no	yes	yes	yes
[40-50)	1	7	3	19	0	0	0	Missing	Other	Other	Circulatory	no	no	no	no	yes
[50-60)	3	30	4	17	0	1	0	InternalMedicine	Injury	Other	Other	no	no	no	no	yes
[80-90)	2	60	0	12	0	0	0	Missing	Other	Other	Diabetes	no	no	yes	yes	no
[70-80)	5	47	0	12	6	0	0	Missing	Other	Other	Other	no	no	yes	yes	no
[80-90)	2	2	1	10	0	0	0	Missing	Other	Circulatory	Other	no	no	no	yes	yes
[60-70)	4	42	4	10	0	0	0	Missing	Circulatory	Circulatory	Circulatory	no	high	no	yes	no
[80-90)	6	55	0	19	0	0	0	Missing	Other	Respiratory	Circulatory	no	no	no	yes	yes
[50-60)	12	49	2	29	0	0	0	Missing	Diabetes	Other	Circulatory	normal	no	no	no	no
[60-70)	4	55	0	16	1	1	3	Cardiology	Circulatory	Other	Other	no	no	no	no	yes
[60-70)	5	47	2	12	0	0	0	Surgery	Circulatory	Injury	Injury	no	no	no	yes	yes
[60-70)	4	27	2	27	0	1	0	Surgery	Other	Digestive	Diabetes	no	no	yes	yes	no
[50-60)	3	39	5	18	0	2	0	InternalMedicine	Circulatory	Other	Other	no	high	no	yes	no
[70-80)	4	46	1	15	0	2	0	Missing	Circulatory	Digestive	Respiratory	no	no	no	no	yes
[70-80)	5	43	1	24	0	0	0	Missing	Respiratory	Respiratory	Diabetes	no	high	no	yes	yes
[70-80)	2	1	0	11	0	0	0	Emergency/Trauma	Musculoskeletal	Other	Diabetes	no	no	yes	yes	yes
[70-80)	1	43	0	9	0	1	0	InternalMedicine	Circulatory	Circulatory	Circulatory	no	high	no	yes	no
[70-80)	4	56	0	28	5	2	2	Missing	Other	Respiratory	Circulatory	no	no	yes	yes	yes
[50-60)	2	22	0	9	0	0	0	Family/GeneralPractice	Circulatory	Diabetes	Circulatory	high	no	no	yes	yes
[60-70)	4	51	2	30	1	2	0	Missing	Respiratory	Respiratory	Respiratory	no	no	no	yes	yes
[40-50)	2	36	1	10	0	0	0	Emergency/Trauma	Other	Circulatory	Diabetes	no	no	no	no	no
[60-70)	5	50	0	7	0	0	0	Missing	Other	Respiratory	Other	no	no	no	yes	yes
[60-70)	3	14	2	24	1	0	0	Missing	Musculoskeletal	Other	Other	no	no	yes	yes	yes
[50-60)	5	64	1	26	0	0	0	Emergency/Trauma	Digestive	Diabetes	Other	no	no	yes	yes	no
[80-90)	4	36	0	15	1	2	3	Emergency/Trauma	Respiratory	Diabetes	Other	no	no	yes	yes	yes
[60-70)	10	62	5	25	0	0	0	Other	Digestive	Digestive	Circulatory	no	no	no	yes	no
[80-90)	4	45	0	15	0	0	0	InternalMedicine	Circulatory	Circulatory	Circulatory	no	normal	no	no	no
[70-80)	2	24	2	9	0	0	0	Missing	Circulatory	Circulatory	Respiratory	no	no	no	no	no
[80-90)	6	45	0	18	0	0	0	Family/GeneralPractice	Circulatory	Respiratory	Diabetes	no	high	no	yes	no
[70-80)	7	54	3	19	0	1	0	InternalMedicine	Respiratory	Circulatory	Other	no	no	yes	yes	no
[40-50)	13	60	0	12	3	5	3	Missing	Musculoskeletal	Circulatory	Diabetes	no	no	yes	yes	yes
[70-80)	3	40	3	12	0	1	0	Family/GeneralPractice	Circulatory	Circulatory	Circulatory	no	no	no	yes	no
[60-70)	8	39	0	17	0	1	0	Missing	Respiratory	Diabetes	Other	no	no	yes	yes	yes
[50-60)	5	50	0	10	0	1	0	Family/GeneralPractice	Diabetes	Other	Musculoskeletal	no	no	no	yes	no
[60-70)	5	17	0	23	0	1	0	Missing	Respiratory	Other	Respiratory	high	no	yes	yes	no
[60-70)	5	38	2	15	0	1	0	Missing	Digestive	Digestive	Digestive	no	no	no	yes	yes
[70-80)	4	46	2	16	0	0	0	InternalMedicine	Circulatory	Circulatory	Circulatory	no	normal	yes	yes	yes
[70-80)	6	39	2	20	3	0	0	Family/GeneralPractice	Circulatory	Circulatory	Circulatory	no	no	yes	yes	no
[50-60)	3	10	1	18	0	3	0	Missing	Diabetes	Digestive	Circulatory	no	no	no	no	yes
[70-80)	3	1	0	10	0	0	0	Other	Diabetes	Other	Circulatory	no	no	yes	yes	no
[60-70)	3	28	1	27	0	0	0	Other	Musculoskeletal	Diabetes	Circulatory	no	no	yes	yes	yes
[70-80)	3	57	1	14	0	0	0	Missing	Circulatory	Circulatory	Circulatory	no	no	no	yes	no
[70-80)	11	50	5	31	0	0	0	Emergency/Trauma	Circulatory	Circulatory	Circulatory	no	no	yes	yes	no
[50-60)	1	51	0	3	0	0	0	Family/GeneralPractice	Diabetes	Missing	Missing	no	no	no	yes	yes
[50-60)	2	57	0	9	0	0	0	Missing	Diabetes	Other	Other	no	high	yes	yes	no
[70-80)	8	43	0	18	0	0	0	InternalMedicine	Other	Other	Other	no	no	no	no	yes
[60-70)	4	50	2	43	0	0	0	Missing	Injury	Circulatory	Other	no	no	yes	yes	yes
[70-80)	6	69	2	22	0	0	0	Missing	Respiratory	Circulatory	Circulatory	no	no	yes	yes	no
[40-50)	3	49	0	6	0	0	0	Family/GeneralPractice	Other	Diabetes	Other	no	high	no	yes	no
[40-50)	9	39	3	20	0	0	0	Family/GeneralPractice	Other	Other	Circulatory	no	no	no	no	no
[60-70)	1	66	0	6	0	0	0	Family/GeneralPractice	Diabetes	Other	Other	no	no	no	yes	no
[70-80)	10	41	1	15	1	1	1	Missing	Other	Other	Digestive	no	no	no	no	yes
[60-70)	6	25	0	28	4	3	0	Family/GeneralPractice	Respiratory	Other	Circulatory	normal	no	no	no	yes
[60-70)	2	23	1	8	0	0	0	Cardiology	Circulatory	Other	Diabetes	high	no	yes	yes	no
[80-90)	3	83	0	20	0	0	0	Missing	Circulatory	Other	Circulatory	no	high	no	no	yes
[70-80)	3	62	0	15	0	0	0	Missing	Circulatory	Circulatory	Other	no	high	yes	yes	yes
[70-80)	9	86	2	26	1	2	0	InternalMedicine	Circulatory	Other	Diabetes	no	no	yes	yes	yes
[70-80)	1	40	5	8	0	0	0	Missing	Injury	Other	Circulatory	no	no	no	no	no
[50-60)	8	77	2	15	0	0	0	Missing	Circulatory	Circulatory	Circulatory	no	no	no	yes	yes
[70-80)	9	67	0	14	0	0	0	InternalMedicine	Circulatory	Circulatory	Diabetes	no	no	yes	yes	no
[70-80)	5	68	0	22	0	3	0	Surgery	Respiratory	Circulatory	Other	no	no	yes	yes	no
[60-70)	3	71	6	31	4	0	0	Missing	Circulatory	Other	Respiratory	no	high	yes	yes	yes
[50-60)	3	41	5	12	0	0	0	Missing	Circulatory	Circulatory	Circulatory	no	no	no	no	no
[70-80)	2	51	3	16	0	0	0	Cardiology	Circulatory	Circulatory	Diabetes	no	no	yes	yes	no
[60-70)	3	60	3	16	0	0	0	InternalMedicine	Circulatory	Other	Diabetes	no	normal	no	yes	no
[70-80)	1	26	5	3	0	1	0	Cardiology	Circulatory	Diabetes	Circulatory	no	no	no	yes	no
[80-90)	4	14	0	22	2	0	0	Missing	Musculoskeletal	Respiratory	Circulatory	no	no	no	yes	no
[70-80)	1	45	0	12	1	0	3	Missing	Respiratory	Other	Other	no	no	yes	yes	yes
[70-80)	4	39	0	5	0	0	0	Missing	Respiratory	Diabetes	Circulatory	no	high	no	yes	yes
[40-50)	1	35	0	12	0	1	0	Cardiology	Respiratory	Other	Circulatory	no	no	no	yes	no
[60-70)	5	93	3	20	0	0	0	Other	Injury	Circulatory	Diabetes	normal	no	no	no	no
[70-80)	5	54	0	13	0	0	0	Missing	Digestive	Diabetes	Other	no	no	yes	yes	no
[60-70)	3	41	1	8	0	0	0	Emergency/Trauma	Circulatory	Other	Respiratory	no	no	yes	yes	no
[80-90)	12	58	2	14	0	1	0	InternalMedicine	Injury	Other	Other	no	no	yes	yes	no
[70-80)	2	18	0	16	0	1	0	Family/GeneralPractice	Circulatory	Circulatory	Musculoskeletal	no	no	no	no	no
[60-70)	2	24	0	7	1	0	0	Family/GeneralPractice	Circulatory	Circulatory	Diabetes	normal	no	no	yes	no
[40-50)	1	1	2	9	0	0	0	Family/GeneralPractice	Other	Diabetes	Other	no	no	no	no	yes
[60-70)	2	1	0	12	0	0	0	Missing	Digestive	Circulatory	Other	no	no	no	yes	yes
[80-90)	2	34	1	7	0	1	0	InternalMedicine	Circulatory	Other	Other	no	no	yes	yes	yes
[50-60)	6	55	0	20	0	1	0	InternalMedicine	Circulatory	Circulatory	Respiratory	no	high	no	yes	no
[90-100)	8	81	5	25	0	0	0	Other	Circulatory	Circulatory	Circulatory	no	normal	yes	yes	no
[50-60)	5	42	4	35	0	0	0	Missing	Circulatory	Circulatory	Diabetes	no	no	yes	yes	no
[80-90)	5	51	0	18	0	1	0	Missing	Digestive	Other	Circulatory	no	no	no	yes	yes
[80-90)	6	61	4	25	0	3	0	Other	Other	Respiratory	Other	no	high	yes	yes	yes
[70-80)	2	30	1	10	0	0	0	InternalMedicine	Digestive	Circulatory	Diabetes	no	no	no	yes	no
[60-70)	8	73	3	45	0	0	0	Cardiology	Circulatory	Circulatory	Circulatory	no	normal	yes	yes	yes
[40-50)	1	57	0	18	0	0	0	Missing	Circulatory	Other	Circulatory	no	no	yes	yes	no
[70-80)	12	47	0	15	0	0	0	Surgery	Injury	Other	Other	no	no	yes	yes	no
[50-60)	3	42	0	15	2	1	11	InternalMedicine	Digestive	Circulatory	Other	no	no	no	no	yes
[80-90)	6	44	0	12	0	0	0	InternalMedicine	Circulatory	Other	Diabetes	no	no	yes	yes	no
[60-70)	1	13	0	12	0	5	0	Missing	Diabetes	Circulatory	Circulatory	no	no	yes	yes	yes
[50-60)	13	79	5	53	1	0	0	Surgery	Circulatory	Other	Circulatory	no	no	yes	yes	yes
[70-80)	1	38	0	9	0	0	1	Missing	Diabetes	Circulatory	Other	no	high	no	yes	no
[60-70)	4	55	3	21	0	1	0	Cardiology	Circulatory	Circulatory	Circulatory	no	no	yes	yes	yes
[60-70)	1	61	0	8	0	0	0	Missing	Circulatory	Circulatory	Other	no	no	no	no	no
[90-100)	3	9	0	5	0	1	0	Emergency/Trauma	Other	Circulatory	Circulatory	no	no	no	yes	yes
[80-90)	4	56	0	20	0	0	0	Emergency/Trauma	Injury	Circulatory	Diabetes	no	no	no	yes	yes
[80-90)	2	55	0	10	0	1	0	InternalMedicine	Respiratory	Circulatory	Diabetes	no	no	no	no	no
[50-60)	11	73	5	38	0	0	0	Missing	Respiratory	Circulatory	Circulatory	no	high	yes	yes	yes
[60-70)	5	61	4	14	0	1	0	Missing	Injury	Injury	Circulatory	no	no	no	no	yes

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