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
[60-70)	14	66	1	19	1	3	1	InternalMedicine	Diabetes	Circulatory	Circulatory	no	high	no	no	no
[80-90)	6	52	0	20	3	0	0	Missing	Other	Other	Circulatory	no	no	no	no	no
[60-70)	2	43	0	14	0	1	0	Missing	Other	Other	Respiratory	no	no	yes	yes	no
[70-80)	3	18	0	9	0	0	0	Other	Circulatory	Other	Diabetes	no	no	yes	yes	yes
[60-70)	8	36	0	15	0	1	0	InternalMedicine	Other	Circulatory	Diabetes	no	no	yes	yes	yes
[70-80)	2	55	0	8	0	0	0	InternalMedicine	Circulatory	Other	Diabetes	no	no	no	no	yes
[70-80)	1	13	6	12	0	0	0	Missing	Circulatory	Circulatory	Respiratory	no	no	yes	yes	no
[40-50)	1	16	0	2	1	0	0	Missing	Other	Circulatory	Diabetes	no	no	no	no	no
[40-50)	3	29	0	18	0	1	0	Family/GeneralPractice	Respiratory	Respiratory	Circulatory	no	no	yes	yes	no
[70-80)	8	56	0	18	0	5	0	Missing	Circulatory	Circulatory	Circulatory	no	high	yes	yes	yes
[60-70)	2	31	0	28	0	0	0	Missing	Other	Respiratory	Other	no	no	no	yes	no
[70-80)	2	48	0	15	0	0	0	Cardiology	Circulatory	Circulatory	Circulatory	no	no	no	yes	no
[50-60)	2	40	0	4	3	0	0	Missing	Circulatory	Circulatory	Other	no	no	no	yes	no
[50-60)	8	82	0	23	0	0	0	Missing	Other	Circulatory	Other	no	no	yes	yes	yes
[80-90)	6	58	0	26	0	0	0	Missing	Respiratory	Other	Circulatory	no	no	no	no	no
[90-100)	8	34	1	12	0	1	0	Missing	Other	Respiratory	Respiratory	high	no	no	yes	no
[70-80)	10	54	0	22	0	0	0	Missing	Respiratory	Circulatory	Circulatory	no	no	no	yes	yes
[70-80)	7	79	0	20	0	1	0	Emergency/Trauma	Diabetes	Circulatory	Other	no	high	yes	yes	yes
[70-80)	3	49	0	10	0	0	0	Family/GeneralPractice	Respiratory	Diabetes	Other	no	no	no	yes	yes
[60-70)	3	4	1	24	0	0	0	Other	Musculoskeletal	Other	Circulatory	no	no	yes	yes	no
[70-80)	4	46	0	7	0	0	0	Emergency/Trauma	Circulatory	Other	Musculoskeletal	no	high	no	no	no
[80-90)	3	1	0	19	0	0	0	Missing	Respiratory	Circulatory	Diabetes	no	no	no	yes	no
[70-80)	3	73	1	18	0	2	0	Emergency/Trauma	Circulatory	Circulatory	Other	no	no	yes	yes	yes
[70-80)	8	58	6	27	0	0	0	Missing	Digestive	Circulatory	Diabetes	no	no	no	no	yes
[80-90)	1	44	0	7	0	0	0	Missing	Circulatory	Circulatory	Circulatory	no	no	no	no	no
[60-70)	4	73	0	22	0	0	1	Missing	Circulatory	Circulatory	Circulatory	no	high	yes	yes	no
[60-70)	5	42	0	24	0	0	1	Missing	Injury	Other	Circulatory	no	no	no	yes	no
[60-70)	10	9	1	11	1	0	0	InternalMedicine	Circulatory	Circulatory	Other	no	no	yes	yes	yes
[90-100)	4	54	2	10	0	0	0	Missing	Other	Other	Circulatory	no	no	yes	yes	yes
[70-80)	5	51	0	13	0	1	0	Missing	Circulatory	Circulatory	Other	no	no	yes	yes	yes
[70-80)	4	16	0	16	1	0	0	Other	Other	Other	Other	normal	no	yes	yes	yes
[50-60)	2	39	5	19	0	0	0	Cardiology	Respiratory	Circulatory	Circulatory	no	no	no	yes	yes
[40-50)	3	35	6	12	0	0	0	Missing	Circulatory	Circulatory	Other	no	no	yes	yes	no
[50-60)	2	38	3	12	0	0	0	InternalMedicine	Circulatory	Other	Diabetes	no	no	yes	yes	no
[70-80)	8	68	2	22	0	0	0	Other	Other	Other	Other	no	no	yes	yes	yes
[40-50)	10	55	0	26	0	0	0	Missing	Other	Other	Other	no	no	no	no	yes
[60-70)	3	3	1	16	0	0	0	Other	Other	Circulatory	Other	no	no	no	no	no
[60-70)	2	36	0	11	0	0	0	Family/GeneralPractice	Circulatory	Circulatory	Diabetes	no	no	yes	yes	no
[80-90)	8	65	2	20	0	1	0	Missing	Other	Injury	Other	no	no	no	yes	yes
[80-90)	3	21	0	10	0	0	0	Missing	Diabetes	Respiratory	Circulatory	no	no	yes	yes	no
[50-60)	4	1	1	8	1	0	1	Family/GeneralPractice	Diabetes	Circulatory	Other	no	no	yes	yes	no
[70-80)	9	63	0	22	0	0	0	Missing	Circulatory	Circulatory	Other	no	normal	no	yes	no
[80-90)	4	56	0	14	0	3	0	Emergency/Trauma	Circulatory	Other	Other	no	no	yes	yes	yes
[60-70)	4	9	4	21	0	0	0	Surgery	Circulatory	Diabetes	Other	normal	no	no	yes	yes
[60-70)	5	43	0	22	0	1	0	Family/GeneralPractice	Circulatory	Circulatory	Circulatory	no	no	no	yes	yes
[70-80)	14	45	4	22	0	0	0	Missing	Respiratory	Respiratory	Respiratory	no	no	yes	yes	yes
[60-70)	1	41	6	16	0	0	0	Cardiology	Circulatory	Circulatory	Diabetes	no	no	no	yes	yes
[60-70)	2	37	0	31	2	0	0	Missing	Circulatory	Circulatory	Respiratory	no	no	yes	yes	yes
[70-80)	5	25	0	18	3	2	0	Family/GeneralPractice	Respiratory	Respiratory	Other	high	no	yes	yes	no
[50-60)	8	48	2	11	0	1	0	InternalMedicine	Circulatory	Diabetes	Other	no	no	yes	yes	no
[60-70)	5	47	0	17	0	0	0	Missing	Circulatory	Other	Diabetes	no	no	no	no	yes
[80-90)	6	37	0	11	0	1	0	InternalMedicine	Respiratory	Circulatory	Respiratory	no	no	no	yes	no
[50-60)	3	38	3	9	0	0	0	InternalMedicine	Circulatory	Circulatory	Diabetes	no	no	no	no	no
[60-70)	6	73	3	25	0	1	0	Emergency/Trauma	Respiratory	Respiratory	Respiratory	no	no	yes	yes	yes
[60-70)	14	43	3	25	0	2	0	Missing	Digestive	Circulatory	Circulatory	no	no	no	no	yes
[50-60)	3	84	0	15	0	0	0	Family/GeneralPractice	Diabetes	Other	Other	no	high	yes	yes	no
[60-70)	2	52	0	5	0	0	0	Emergency/Trauma	Diabetes	Circulatory	Other	no	no	yes	yes	no
[40-50)	2	43	1	12	0	0	0	InternalMedicine	Respiratory	Other	Diabetes	no	high	yes	yes	no
[70-80)	3	44	0	9	0	0	0	Missing	Circulatory	Circulatory	Other	no	no	no	no	no
[70-80)	3	59	3	25	0	1	0	Cardiology	Circulatory	Respiratory	Diabetes	no	no	no	no	no
[60-70)	2	37	0	21	4	1	1	Missing	Other	Other	Musculoskeletal	no	no	yes	yes	yes
[50-60)	2	34	0	7	0	1	0	Family/GeneralPractice	Musculoskeletal	Diabetes	Missing	no	no	no	yes	yes
[80-90)	5	64	0	10	0	0	0	Cardiology	Other	Circulatory	Circulatory	no	no	yes	yes	yes
[40-50)	6	66	0	16	0	0	0	Missing	Other	Digestive	Diabetes	no	normal	yes	yes	yes
[40-50)	10	28	3	23	0	1	0	Family/GeneralPractice	Circulatory	Musculoskeletal	Diabetes	no	no	yes	yes	no
[50-60)	4	68	0	11	4	0	1	Family/GeneralPractice	Other	Other	Other	no	high	yes	yes	yes
[50-60)	3	40	6	16	0	0	0	Missing	Circulatory	Circulatory	Circulatory	no	high	yes	yes	no
[60-70)	6	50	1	27	1	2	0	Other	Respiratory	Circulatory	Respiratory	no	no	yes	yes	no
[60-70)	1	1	2	15	0	0	0	Missing	Diabetes	Circulatory	Other	no	no	no	yes	yes
[70-80)	3	2	2	7	0	0	0	Other	Musculoskeletal	Other	Circulatory	no	no	no	no	yes
[70-80)	4	37	0	17	0	1	0	Other	Circulatory	Circulatory	Diabetes	no	no	no	yes	yes
[70-80)	4	64	0	14	0	3	0	Family/GeneralPractice	Respiratory	Circulatory	Other	no	no	no	no	yes
[80-90)	3	73	0	22	0	0	0	Missing	Respiratory	Respiratory	Circulatory	no	high	no	yes	no
[60-70)	1	19	6	13	0	0	0	Missing	Circulatory	Injury	Circulatory	no	no	no	yes	no
[70-80)	3	33	0	18	0	0	0	Missing	Injury	Other	Other	no	no	yes	yes	no
[70-80)	5	46	0	27	0	1	0	InternalMedicine	Circulatory	Respiratory	Respiratory	no	no	yes	yes	yes
[80-90)	6	39	1	25	0	0	0	Family/GeneralPractice	Digestive	Circulatory	Digestive	no	no	no	no	yes
[70-80)	5	1	1	10	0	3	0	Surgery	Diabetes	Circulatory	Musculoskeletal	no	no	yes	yes	yes
[50-60)	3	29	2	11	0	0	0	Other	Other	Other	Other	no	no	no	yes	yes
[50-60)	4	60	0	10	0	0	0	Missing	Diabetes	Circulatory	Other	no	no	yes	yes	no
[40-50)	2	9	0	9	0	1	0	Missing	Diabetes	Other	Other	no	no	no	yes	yes
[70-80)	5	56	0	13	0	0	0	Missing	Other	Circulatory	Musculoskeletal	no	high	yes	yes	no
[80-90)	3	45	0	26	1	1	0	Emergency/Trauma	Respiratory	Other	Circulatory	no	no	yes	yes	no
[40-50)	2	34	1	5	0	0	0	Missing	Respiratory	Circulatory	Diabetes	no	no	no	yes	no
[50-60)	4	43	1	19	0	0	0	Missing	Other	Other	Circulatory	no	no	yes	yes	no
[60-70)	6	60	1	38	0	0	0	Missing	Other	Diabetes	Other	no	no	no	yes	yes
[70-80)	4	73	0	14	0	0	0	Other	Other	Other	Missing	no	no	yes	yes	no
[40-50)	1	53	0	27	0	0	0	Missing	Other	Other	Other	no	no	yes	yes	no
[70-80)	12	14	0	9	0	1	0	Missing	Other	Circulatory	Circulatory	no	no	no	yes	yes
[70-80)	9	58	0	18	2	1	1	Missing	Other	Digestive	Other	no	no	yes	yes	no
[60-70)	6	49	0	19	4	0	0	Missing	Diabetes	Other	Circulatory	no	no	yes	yes	no
[40-50)	2	31	0	6	0	0	0	Family/GeneralPractice	Diabetes	Missing	Missing	no	no	yes	yes	no
[80-90)	5	65	3	21	0	0	0	Other	Other	Other	Respiratory	no	no	no	yes	no
[90-100)	2	29	0	16	0	1	0	Missing	Circulatory	Circulatory	Circulatory	no	no	no	no	yes
[80-90)	2	45	0	8	0	1	0	Other	Other	Circulatory	Circulatory	no	no	no	yes	yes
[70-80)	7	71	2	7	0	0	0	InternalMedicine	Circulatory	Circulatory	Other	no	no	no	yes	yes
[90-100)	3	39	1	19	0	0	0	Missing	Circulatory	Other	Other	no	no	no	yes	no
[90-100)	5	58	0	27	2	0	0	Missing	Circulatory	Circulatory	Other	no	no	yes	yes	yes
[50-60)	2	9	0	13	1	1	0	Other	Other	Circulatory	Circulatory	no	no	no	yes	yes
[40-50)	1	26	2	15	0	0	0	Surgery	Injury	Circulatory	Circulatory	no	no	no	no	yes

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