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)	5	70	1	22	0	0	0	Other	Respiratory	Respiratory	Circulatory	no	high	yes	yes	no
[60-70)	7	51	1	12	0	0	0	InternalMedicine	Other	Other	Other	no	normal	no	yes	yes
[80-90)	8	41	0	27	1	1	0	Surgery	Circulatory	Respiratory	Circulatory	no	no	yes	yes	yes
[40-50)	3	42	1	12	0	0	0	Missing	Diabetes	Other	Other	no	high	yes	yes	no
[80-90)	3	19	1	4	0	0	0	Missing	Digestive	Digestive	Diabetes	no	no	no	no	no
[80-90)	3	67	0	17	0	2	0	Emergency/Trauma	Respiratory	Other	Other	no	no	no	yes	no
[80-90)	5	44	0	19	0	0	0	Cardiology	Circulatory	Circulatory	Other	no	no	no	yes	yes
[70-80)	8	44	0	6	0	0	0	InternalMedicine	Other	Diabetes	Other	no	no	yes	yes	no
[50-60)	1	2	0	10	0	0	0	Missing	Circulatory	Diabetes	Circulatory	no	no	no	yes	yes
[60-70)	9	50	3	38	1	1	1	InternalMedicine	Musculoskeletal	Circulatory	Circulatory	no	no	yes	yes	yes
[40-50)	4	37	0	4	0	14	0	Missing	Digestive	Digestive	Diabetes	high	no	no	yes	yes
[90-100)	1	53	0	7	0	0	0	InternalMedicine	Circulatory	Circulatory	Diabetes	no	normal	yes	yes	no
[50-60)	6	47	1	25	0	0	0	Missing	Diabetes	Other	Circulatory	no	high	yes	yes	yes
[90-100)	7	57	3	13	0	0	0	Missing	Other	Other	Circulatory	no	no	no	no	no
[60-70)	9	38	3	11	0	0	0	Missing	Circulatory	Circulatory	Diabetes	no	high	yes	yes	yes
[80-90)	3	44	0	14	0	0	0	InternalMedicine	Other	Circulatory	Circulatory	no	no	yes	yes	yes
[50-60)	9	53	0	16	0	2	0	InternalMedicine	Circulatory	Diabetes	Circulatory	no	no	no	yes	yes
[80-90)	3	54	0	8	5	1	0	Surgery	Other	Other	Other	no	no	no	yes	no
[70-80)	3	51	2	11	0	0	0	Missing	Musculoskeletal	Circulatory	Injury	no	no	no	no	no
[80-90)	1	1	0	17	0	1	0	Emergency/Trauma	Musculoskeletal	Circulatory	Musculoskeletal	no	no	yes	yes	yes
[70-80)	8	38	0	19	4	0	0	Missing	Other	Respiratory	Circulatory	no	no	no	yes	yes
[70-80)	1	30	0	22	3	5	0	Missing	Other	Circulatory	Other	no	no	yes	yes	yes
[40-50)	3	64	0	11	1	1	3	Missing	Circulatory	Circulatory	Other	no	no	yes	yes	yes
[50-60)	5	49	2	28	0	0	0	InternalMedicine	Other	Other	Other	no	no	no	yes	no
[50-60)	2	5	0	8	0	0	0	Cardiology	Other	Other	Diabetes	no	high	no	yes	no
[60-70)	1	28	6	9	1	0	0	Missing	Circulatory	Other	Circulatory	no	no	no	yes	yes
[50-60)	9	74	0	23	0	0	0	Missing	Other	Other	Diabetes	no	normal	no	yes	yes
[40-50)	8	45	1	25	0	0	0	Missing	Other	Other	Diabetes	no	no	yes	yes	no
[60-70)	4	38	0	14	0	0	0	Missing	Respiratory	Respiratory	Respiratory	no	no	yes	yes	yes
[50-60)	6	28	0	11	0	0	0	Emergency/Trauma	Other	Other	Other	no	no	no	yes	no
[80-90)	5	73	0	20	0	1	0	Missing	Respiratory	Circulatory	Circulatory	no	normal	yes	yes	no
[60-70)	5	66	1	27	0	1	0	Missing	Diabetes	Circulatory	Other	no	no	no	no	no
[90-100)	8	58	3	25	0	0	0	Missing	Injury	Other	Diabetes	no	high	yes	yes	yes
[70-80)	3	27	0	8	0	0	0	Missing	Injury	Other	Diabetes	no	high	yes	yes	no
[60-70)	4	41	1	20	0	2	0	Missing	Circulatory	Circulatory	Circulatory	no	no	no	no	yes
[60-70)	14	61	5	31	2	0	0	Family/GeneralPractice	Other	Other	Other	no	no	yes	yes	no
[60-70)	6	42	0	14	0	0	0	Missing	Circulatory	Other	Circulatory	no	normal	yes	yes	no
[50-60)	4	11	6	28	0	0	0	Cardiology	Circulatory	Circulatory	Respiratory	no	no	yes	yes	yes
[80-90)	4	52	0	17	0	0	0	Missing	Respiratory	Diabetes	Respiratory	no	no	yes	yes	yes
[70-80)	4	34	0	9	2	2	0	Missing	Other	Diabetes	Other	no	no	yes	yes	yes
[60-70)	3	29	1	28	0	0	0	Surgery	Other	Circulatory	Diabetes	no	no	no	no	no
[80-90)	5	55	0	22	0	0	0	Missing	Respiratory	Circulatory	Circulatory	no	no	yes	yes	no
[90-100)	1	69	1	9	0	0	0	InternalMedicine	Respiratory	Respiratory	Circulatory	no	no	no	no	no
[80-90)	3	1	0	14	3	0	0	Missing	Circulatory	Other	Circulatory	no	no	yes	yes	no
[60-70)	1	12	0	10	4	0	0	Missing	Circulatory	Circulatory	Diabetes	no	high	no	yes	no
[50-60)	7	55	2	36	0	0	1	Surgery	Other	Injury	Other	no	no	no	yes	no
[80-90)	8	65	3	30	1	1	0	Cardiology	Respiratory	Other	Other	no	no	no	yes	no
[60-70)	3	39	1	19	0	0	0	Other	Musculoskeletal	Other	Diabetes	no	no	no	yes	no
[70-80)	4	74	2	11	0	1	0	Missing	Respiratory	Circulatory	Respiratory	no	no	no	no	no
[40-50)	3	1	1	21	0	4	0	Missing	Diabetes	Musculoskeletal	Other	no	no	yes	yes	yes
[70-80)	1	78	0	10	0	0	0	InternalMedicine	Other	Circulatory	Other	no	no	no	no	yes
[80-90)	3	4	0	11	0	0	0	Missing	Respiratory	Other	Other	no	no	no	yes	no
[80-90)	7	3	5	15	1	2	0	Missing	Circulatory	Circulatory	Circulatory	no	no	no	yes	yes
[60-70)	3	26	0	17	0	2	0	Missing	Other	Other	Circulatory	no	no	yes	yes	yes
[40-50)	1	35	4	7	0	0	0	Surgery	Musculoskeletal	Diabetes	Circulatory	no	no	no	yes	no
[50-60)	3	24	0	9	0	0	0	Family/GeneralPractice	Diabetes	Other	Circulatory	no	high	yes	yes	no
[40-50)	4	34	2	16	0	1	0	Family/GeneralPractice	Diabetes	Other	Other	no	no	yes	yes	yes
[90-100)	5	1	0	12	0	1	0	Emergency/Trauma	Injury	Circulatory	Circulatory	no	no	yes	yes	no
[50-60)	5	69	4	56	0	0	0	Cardiology	Circulatory	Circulatory	Circulatory	no	high	yes	yes	no
[80-90)	14	33	3	24	0	2	0	Missing	Other	Other	Other	no	high	yes	yes	yes
[50-60)	7	52	1	15	0	0	0	Other	Injury	Other	Digestive	no	no	no	yes	no
[70-80)	4	69	0	6	0	1	0	InternalMedicine	Respiratory	Diabetes	Circulatory	normal	high	no	yes	yes
[70-80)	12	85	2	21	0	0	0	InternalMedicine	Circulatory	Other	Circulatory	no	normal	yes	yes	no
[60-70)	11	75	4	37	0	0	0	Missing	Circulatory	Circulatory	Circulatory	no	no	yes	yes	no
[90-100)	3	54	0	10	0	0	0	InternalMedicine	Circulatory	Circulatory	Circulatory	no	high	yes	yes	no
[60-70)	4	51	0	17	0	0	0	Missing	Respiratory	Other	Diabetes	no	no	yes	yes	no
[70-80)	4	41	0	11	1	1	0	InternalMedicine	Respiratory	Circulatory	Other	no	no	no	yes	yes
[60-70)	1	26	1	14	8	2	0	Missing	Other	Circulatory	Other	no	no	yes	yes	yes
[60-70)	4	52	1	12	1	3	0	InternalMedicine	Other	Other	Other	no	no	no	yes	yes
[60-70)	1	34	0	9	0	0	0	Missing	Respiratory	Respiratory	Other	no	no	yes	yes	no
[60-70)	5	44	2	12	10	0	0	InternalMedicine	Diabetes	Circulatory	Circulatory	no	no	no	yes	yes
[50-60)	6	40	1	17	0	7	0	Missing	Other	Other	Digestive	no	no	yes	yes	no
[80-90)	5	72	0	12	0	0	0	Emergency/Trauma	Other	Other	Other	no	high	yes	yes	yes
[40-50)	1	54	0	4	0	0	0	InternalMedicine	Digestive	Other	Digestive	no	no	no	yes	no
[70-80)	3	41	0	13	0	0	0	InternalMedicine	Digestive	Diabetes	Other	no	no	yes	yes	no
[60-70)	3	21	6	11	3	0	0	Missing	Digestive	Circulatory	Digestive	no	no	no	yes	no
[70-80)	3	10	0	16	0	0	0	Missing	Respiratory	Diabetes	Other	high	no	yes	yes	no
[50-60)	2	58	6	26	1	0	0	Missing	Other	Other	Other	no	no	no	yes	no
[60-70)	9	19	2	10	0	0	0	Missing	Circulatory	Circulatory	Injury	normal	no	yes	yes	no
[40-50)	2	34	1	22	0	0	0	Missing	Digestive	Other	Other	no	no	no	yes	no
[80-90)	2	56	0	15	0	2	0	Missing	Circulatory	Circulatory	Circulatory	no	no	no	yes	yes
[50-60)	10	74	2	21	0	0	0	Missing	Digestive	Digestive	Other	no	no	no	no	no
[70-80)	4	73	1	15	1	1	0	Missing	Digestive	Other	Other	no	no	no	no	no
[40-50)	9	70	0	22	0	0	0	Missing	Diabetes	Other	Other	no	high	yes	yes	no
[50-60)	7	55	1	18	0	1	0	Surgery	Injury	Diabetes	Respiratory	no	no	no	yes	no
[40-50)	4	50	2	13	0	0	0	Emergency/Trauma	Other	Diabetes	Circulatory	no	normal	no	no	no
[50-60)	4	55	3	12	4	1	0	Missing	Circulatory	Other	Respiratory	no	no	yes	yes	yes
[40-50)	1	8	0	9	3	0	0	Missing	Respiratory	Diabetes	Other	no	no	yes	yes	no
[60-70)	5	34	2	24	0	0	0	Missing	Other	Musculoskeletal	Other	no	high	yes	yes	no
[50-60)	2	48	0	17	0	1	1	Missing	Diabetes	Injury	Other	no	no	yes	yes	no
[80-90)	8	48	3	18	0	0	0	Missing	Respiratory	Other	Circulatory	no	no	no	yes	yes
[40-50)	4	10	6	20	0	0	0	Cardiology	Circulatory	Circulatory	Circulatory	no	no	no	yes	yes
[60-70)	4	46	1	17	0	2	0	Cardiology	Diabetes	Circulatory	Other	no	no	no	yes	no
[50-60)	5	42	0	14	2	1	0	Missing	Other	Other	Diabetes	no	no	no	no	yes
[60-70)	4	58	1	18	3	0	0	InternalMedicine	Circulatory	Diabetes	Circulatory	no	high	yes	yes	no
[40-50)	13	61	2	12	2	1	0	InternalMedicine	Other	Other	Other	no	no	no	yes	no
[60-70)	2	31	3	10	0	0	0	Missing	Circulatory	Circulatory	Respiratory	no	no	no	no	no
[40-50)	10	37	0	27	3	4	4	Missing	Other	Circulatory	Other	no	high	yes	yes	yes
[60-70)	3	69	0	20	0	0	0	Missing	Respiratory	Circulatory	Circulatory	no	high	no	yes	yes
[90-100)	9	55	2	18	0	1	0	Missing	Other	Respiratory	Other	no	no	no	no	no

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