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)	2	58	0	17	2	1	1	Missing	Injury	Respiratory	Respiratory	no	no	no	yes	no
[70-80)	10	73	2	22	0	0	0	Emergency/Trauma	Diabetes	Respiratory	Respiratory	no	no	yes	yes	no
[60-70)	1	20	0	4	0	2	0	Missing	Other	Other	Circulatory	no	no	no	yes	yes
[60-70)	2	42	2	12	0	0	0	Missing	Injury	Other	Diabetes	no	no	no	yes	no
[70-80)	3	59	1	17	0	0	0	Other	Musculoskeletal	Other	Other	no	no	no	yes	no
[60-70)	2	16	2	8	2	0	0	Missing	Other	Circulatory	Diabetes	no	no	no	yes	no
[60-70)	3	36	2	16	0	0	0	Surgery	Digestive	Circulatory	Diabetes	no	no	yes	yes	no
[80-90)	7	46	0	17	0	0	0	InternalMedicine	Other	Other	Respiratory	no	no	yes	yes	yes
[50-60)	4	70	3	22	1	0	0	Family/GeneralPractice	Other	Injury	Respiratory	no	no	yes	yes	no
[80-90)	3	57	0	7	0	2	0	Missing	Circulatory	Circulatory	Other	no	no	no	no	no
[80-90)	4	53	0	9	0	0	0	Missing	Other	Circulatory	Other	no	no	yes	yes	yes
[70-80)	4	53	3	16	0	0	0	InternalMedicine	Circulatory	Circulatory	Circulatory	no	no	yes	yes	no
[70-80)	13	50	0	23	0	0	0	Missing	Respiratory	Respiratory	Circulatory	no	no	yes	yes	no
[40-50)	1	43	1	9	0	0	0	InternalMedicine	Circulatory	Respiratory	Diabetes	no	no	no	no	no
[40-50)	14	74	6	64	0	0	0	Cardiology	Circulatory	Circulatory	Injury	no	no	yes	yes	yes
[60-70)	1	31	1	4	0	0	0	Surgery	Circulatory	Diabetes	Circulatory	no	no	no	no	no
[60-70)	3	60	0	20	0	0	0	Missing	Other	Other	Other	no	no	yes	yes	no
[70-80)	3	34	1	12	0	0	0	Other	Other	Diabetes	Circulatory	no	no	no	yes	no
[80-90)	5	55	1	21	1	0	1	Missing	Digestive	Other	Other	no	no	no	yes	yes
[70-80)	7	31	0	25	0	3	0	Cardiology	Respiratory	Circulatory	Other	no	no	no	yes	yes
[40-50)	1	33	6	19	0	0	0	Cardiology	Circulatory	Circulatory	Diabetes	no	no	yes	yes	yes
[70-80)	7	85	1	18	0	0	2	InternalMedicine	Other	Other	Circulatory	no	normal	yes	yes	no
[60-70)	11	48	0	13	0	0	0	Other	Circulatory	Respiratory	Circulatory	no	no	no	yes	no
[40-50)	9	56	1	16	0	0	0	Missing	Circulatory	Circulatory	Other	no	no	no	yes	no
[70-80)	5	47	0	7	1	1	0	InternalMedicine	Other	Other	Other	no	no	no	no	yes
[60-70)	8	23	2	11	0	2	0	Missing	Other	Circulatory	Diabetes	no	no	yes	yes	yes
[50-60)	3	40	0	18	1	0	1	Missing	Other	Circulatory	Respiratory	no	no	yes	yes	no
[50-60)	4	33	1	15	0	1	0	Missing	Digestive	Other	Diabetes	no	no	no	yes	yes
[60-70)	13	54	0	35	0	1	0	Emergency/Trauma	Circulatory	Respiratory	Respiratory	no	high	yes	yes	yes
[70-80)	1	60	0	13	0	3	1	Missing	Digestive	Respiratory	Diabetes	no	no	no	yes	yes
[60-70)	3	76	3	24	0	4	1	Missing	Respiratory	Other	Respiratory	no	no	yes	yes	yes
[50-60)	12	36	2	27	0	0	0	Other	Other	Circulatory	Other	no	no	yes	yes	yes
[60-70)	4	31	2	14	0	0	0	Missing	Circulatory	Circulatory	Other	no	no	yes	yes	no
[50-60)	2	74	3	25	0	2	3	Missing	Circulatory	Circulatory	Diabetes	no	high	yes	yes	yes
[70-80)	14	57	2	15	5	1	0	Missing	Other	Other	Circulatory	no	no	yes	yes	no
[70-80)	3	60	0	8	0	1	0	Family/GeneralPractice	Circulatory	Circulatory	Other	no	no	no	yes	yes
[70-80)	6	32	2	21	0	0	0	Other	Injury	Other	Other	no	no	no	no	yes
[60-70)	6	64	0	21	3	1	4	Emergency/Trauma	Other	Other	Diabetes	no	no	yes	yes	no
[80-90)	3	23	2	26	0	0	0	Other	Musculoskeletal	Diabetes	Circulatory	no	no	no	yes	no
[70-80)	5	2	0	20	0	0	0	Missing	Circulatory	Circulatory	Diabetes	no	no	yes	yes	no
[50-60)	1	19	1	7	0	0	0	Surgery	Digestive	Digestive	Diabetes	no	no	no	no	no
[80-90)	4	55	1	16	0	1	0	Missing	Injury	Other	Other	no	no	yes	yes	yes
[80-90)	3	63	0	17	0	0	0	Missing	Other	Other	Respiratory	no	no	yes	yes	no
[50-60)	3	60	0	19	0	0	0	Missing	Other	Circulatory	Circulatory	no	no	no	yes	no
[60-70)	2	1	2	16	3	1	0	Missing	Injury	Diabetes	Circulatory	no	no	no	yes	no
[50-60)	5	16	0	9	0	0	0	Family/GeneralPractice	Other	Diabetes	Other	normal	no	yes	yes	no
[70-80)	14	20	0	19	0	1	0	Missing	Other	Other	Other	no	no	yes	yes	no
[80-90)	4	52	2	25	0	0	0	Missing	Digestive	Digestive	Digestive	no	no	no	yes	no
[70-80)	3	53	1	8	0	0	0	Missing	Circulatory	Circulatory	Circulatory	no	no	no	no	yes
[50-60)	2	43	6	22	0	1	0	Family/GeneralPractice	Circulatory	Circulatory	Diabetes	no	no	no	no	yes
[70-80)	5	44	3	20	0	0	0	Surgery	Digestive	Respiratory	Digestive	no	no	yes	yes	no
[50-60)	2	10	0	7	0	0	0	Missing	Circulatory	Other	Other	no	no	no	yes	no
[60-70)	1	28	0	5	0	0	0	Surgery	Circulatory	Circulatory	Circulatory	no	no	yes	yes	yes
[70-80)	9	42	3	14	0	2	0	Missing	Circulatory	Circulatory	Diabetes	no	no	yes	yes	no
[80-90)	4	60	3	31	0	0	0	Missing	Digestive	Injury	Respiratory	no	no	yes	yes	yes
[80-90)	1	39	0	3	0	0	0	Missing	Diabetes	Circulatory	Missing	no	no	no	yes	yes
[70-80)	8	109	6	36	0	0	0	Emergency/Trauma	Circulatory	Diabetes	Other	no	high	yes	yes	no
[40-50)	8	75	3	20	0	0	0	Missing	Other	Other	Respiratory	no	no	no	no	yes
[70-80)	2	75	1	11	2	0	0	InternalMedicine	Other	Other	Circulatory	no	no	yes	yes	yes
[70-80)	1	54	0	9	0	1	0	Missing	Diabetes	Circulatory	Other	no	no	no	yes	yes
[60-70)	5	54	0	29	5	1	3	Missing	Other	Other	Diabetes	no	no	no	no	no
[50-60)	5	34	2	12	0	0	0	InternalMedicine	Musculoskeletal	Diabetes	Other	no	no	yes	yes	no
[70-80)	2	56	0	17	1	2	0	Missing	Other	Digestive	Respiratory	no	no	no	yes	yes
[80-90)	7	63	0	9	0	3	0	Missing	Other	Other	Other	normal	high	yes	yes	no
[60-70)	8	29	0	13	0	0	0	Cardiology	Other	Other	Diabetes	no	no	yes	yes	yes
[80-90)	2	2	0	13	0	1	0	Missing	Other	Other	Other	no	no	no	yes	yes
[80-90)	1	21	0	14	0	2	0	Missing	Respiratory	Circulatory	Circulatory	no	no	yes	yes	yes
[60-70)	1	17	0	12	0	2	1	Missing	Circulatory	Circulatory	Other	no	no	yes	yes	no
[70-80)	3	60	2	20	0	1	1	Other	Musculoskeletal	Circulatory	Other	no	no	yes	yes	yes
[60-70)	4	35	4	18	0	0	0	Other	Musculoskeletal	Musculoskeletal	Musculoskeletal	no	no	no	yes	no
[70-80)	3	50	2	13	0	0	1	InternalMedicine	Circulatory	Other	Circulatory	no	no	yes	yes	yes
[50-60)	5	41	2	25	0	0	0	Missing	Respiratory	Circulatory	Respiratory	no	no	yes	yes	no
[40-50)	3	53	0	20	0	0	0	Missing	Other	Respiratory	Other	no	no	yes	yes	yes
[50-60)	11	48	6	29	0	5	0	Missing	Respiratory	Other	Diabetes	no	no	yes	yes	yes
[70-80)	3	41	0	11	0	0	0	Emergency/Trauma	Circulatory	Circulatory	Other	no	no	yes	yes	no
[60-70)	3	26	0	19	0	0	2	Missing	Respiratory	Circulatory	Circulatory	normal	no	yes	yes	no
[50-60)	6	47	0	21	1	7	3	Missing	Digestive	Other	Other	no	no	no	yes	yes
[70-80)	3	101	2	19	0	1	0	InternalMedicine	Digestive	Circulatory	Circulatory	no	high	no	no	no
[70-80)	1	12	1	9	0	0	0	Surgery	Diabetes	Other	Circulatory	no	no	no	yes	yes
[60-70)	1	33	1	12	0	0	0	Other	Musculoskeletal	Diabetes	Missing	no	no	yes	yes	no
[60-70)	1	43	6	12	0	0	0	Cardiology	Circulatory	Circulatory	Respiratory	no	no	no	no	yes
[60-70)	2	40	2	10	0	0	0	Missing	Injury	Circulatory	Other	no	no	no	yes	no
[60-70)	12	68	4	20	0	0	0	Missing	Circulatory	Other	Circulatory	no	normal	yes	yes	no
[80-90)	4	56	0	15	0	0	0	InternalMedicine	Respiratory	Diabetes	Other	no	no	no	yes	no
[70-80)	5	1	0	8	0	0	0	Emergency/Trauma	Digestive	Circulatory	Other	no	no	no	no	no
[50-60)	1	11	3	16	0	0	0	Missing	Circulatory	Respiratory	Circulatory	no	no	no	no	yes
[40-50)	4	49	2	21	1	1	1	Other	Musculoskeletal	Injury	Other	no	no	yes	yes	yes
[70-80)	12	43	0	17	2	4	0	Missing	Circulatory	Circulatory	Other	no	no	no	no	yes
[70-80)	9	63	3	17	3	0	1	Missing	Circulatory	Other	Diabetes	no	no	no	yes	no
[60-70)	5	26	2	6	0	1	0	Missing	Diabetes	Other	Other	no	no	no	no	yes
[40-50)	4	58	0	31	0	0	0	InternalMedicine	Diabetes	Other	Other	no	no	yes	yes	no
[60-70)	4	4	3	13	0	0	0	Missing	Injury	Circulatory	Circulatory	no	no	yes	yes	no
[80-90)	5	60	1	9	0	1	0	InternalMedicine	Digestive	Other	Other	no	no	no	yes	no
[60-70)	1	30	6	6	2	1	0	Cardiology	Circulatory	Musculoskeletal	Other	no	no	yes	yes	no
[50-60)	6	71	3	20	0	0	0	Surgery	Circulatory	Circulatory	Other	no	no	no	yes	no
[50-60)	11	51	3	30	0	5	0	Missing	Other	Diabetes	Other	no	no	no	yes	yes
[40-50)	8	70	3	38	0	0	0	Surgery	Diabetes	Circulatory	Respiratory	no	high	no	yes	no
[60-70)	1	28	0	7	0	0	0	Emergency/Trauma	Other	Other	Other	no	no	yes	yes	no
[50-60)	4	1	3	20	1	3	0	Missing	Digestive	Digestive	Other	no	no	no	yes	no
[60-70)	9	59	3	30	0	0	0	Surgery	Other	Circulatory	Diabetes	no	normal	yes	yes	no

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