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)	4	26	0	14	0	0	0	Missing	Musculoskeletal	Musculoskeletal	Diabetes	no	no	yes	yes	no
[40-50)	5	59	1	15	0	1	0	Missing	Digestive	Other	Circulatory	no	no	no	yes	no
[50-60)	5	63	6	20	0	1	0	Family/GeneralPractice	Circulatory	Circulatory	Circulatory	no	high	no	yes	yes
[80-90)	9	54	2	30	6	2	0	Missing	Injury	Respiratory	Other	no	no	yes	yes	no
[70-80)	2	1	1	6	0	0	0	Surgery	Musculoskeletal	Diabetes	Circulatory	no	no	no	no	no
[70-80)	11	58	3	18	0	0	1	Other	Digestive	Respiratory	Circulatory	no	no	no	yes	yes
[70-80)	5	61	5	23	0	0	0	Cardiology	Circulatory	Circulatory	Circulatory	no	no	yes	yes	no
[80-90)	4	37	0	15	0	0	0	InternalMedicine	Digestive	Circulatory	Diabetes	no	no	yes	yes	no
[60-70)	6	28	1	20	0	0	0	Other	Other	Respiratory	Circulatory	no	no	yes	yes	no
[70-80)	2	51	0	11	0	1	0	Missing	Circulatory	Circulatory	Other	no	no	yes	yes	no
[60-70)	4	42	1	26	0	0	0	Surgery	Digestive	Other	Diabetes	no	no	no	yes	no
[50-60)	2	41	0	10	0	0	0	Missing	Injury	Other	Other	no	no	yes	yes	yes
[80-90)	1	57	5	11	0	1	0	Missing	Circulatory	Other	Other	no	no	no	no	no
[50-60)	10	33	4	18	0	0	0	Missing	Diabetes	Other	Musculoskeletal	no	no	yes	yes	yes
[70-80)	3	67	0	13	2	0	0	Missing	Circulatory	Other	Circulatory	no	normal	no	yes	yes
[40-50)	3	9	6	11	2	0	1	Other	Other	Diabetes	Musculoskeletal	normal	no	no	yes	no
[50-60)	9	40	5	13	0	0	0	InternalMedicine	Injury	Diabetes	Musculoskeletal	no	no	yes	yes	yes
[70-80)	10	46	2	25	2	0	0	Missing	Other	Other	Diabetes	no	high	no	yes	no
[60-70)	3	63	1	9	0	0	0	Missing	Other	Other	Other	no	no	no	yes	no
[60-70)	2	38	0	9	0	0	0	Missing	Digestive	Circulatory	Other	no	no	no	no	yes
[60-70)	1	17	6	17	0	0	0	Cardiology	Circulatory	Circulatory	Circulatory	no	no	no	no	no
[80-90)	2	40	0	10	0	0	0	Emergency/Trauma	Circulatory	Circulatory	Circulatory	no	no	yes	yes	yes
[80-90)	3	67	0	12	0	0	0	InternalMedicine	Circulatory	Other	Circulatory	no	no	no	no	no
[50-60)	12	30	1	18	0	1	0	Missing	Other	Circulatory	Respiratory	no	no	no	yes	no
[60-70)	4	20	0	13	0	0	0	Other	Other	Other	Other	no	no	no	yes	yes
[60-70)	4	46	1	15	0	0	0	Missing	Injury	Diabetes	Other	no	no	yes	yes	no
[70-80)	5	33	2	18	0	0	0	Missing	Digestive	Other	Digestive	no	no	yes	yes	no
[40-50)	5	50	0	16	0	2	0	Family/GeneralPractice	Other	Other	Other	no	no	yes	yes	yes
[50-60)	1	58	2	10	0	0	0	Surgery	Injury	Other	Other	no	no	yes	yes	no
[70-80)	4	43	0	12	0	0	0	Missing	Respiratory	Other	Circulatory	no	no	no	yes	no
[60-70)	2	45	3	20	0	0	0	Other	Circulatory	Circulatory	Diabetes	no	high	no	yes	no
[50-60)	7	45	6	21	0	0	0	Missing	Circulatory	Circulatory	Circulatory	no	normal	no	yes	no
[70-80)	9	83	2	19	0	0	0	InternalMedicine	Digestive	Circulatory	Respiratory	no	normal	no	yes	no
[80-90)	5	57	0	17	0	1	0	Missing	Digestive	Digestive	Other	no	no	no	no	no
[50-60)	4	21	3	11	0	1	0	Surgery	Injury	Circulatory	Diabetes	no	no	no	no	yes
[60-70)	4	51	1	24	0	0	0	Missing	Injury	Injury	Other	no	normal	no	yes	no
[60-70)	3	1	1	12	2	1	0	Other	Circulatory	Respiratory	Circulatory	no	no	no	yes	no
[50-60)	6	45	0	18	0	0	0	InternalMedicine	Circulatory	Respiratory	Circulatory	no	normal	no	yes	no
[70-80)	1	19	0	16	0	0	0	Missing	Circulatory	Respiratory	Circulatory	no	no	yes	yes	no
[80-90)	6	74	1	8	0	0	0	Missing	Circulatory	Circulatory	Circulatory	no	high	no	no	no
[60-70)	2	35	2	11	0	0	0	Missing	Circulatory	Circulatory	Diabetes	no	no	no	no	no
[50-60)	8	45	1	13	0	0	0	Missing	Digestive	Digestive	Digestive	no	no	no	no	yes
[60-70)	2	33	3	12	0	0	0	Missing	Circulatory	Circulatory	Diabetes	no	no	yes	yes	no
[60-70)	4	19	0	15	1	1	0	Cardiology	Circulatory	Circulatory	Digestive	high	no	no	yes	yes
[60-70)	5	76	2	20	0	7	0	InternalMedicine	Circulatory	Other	Circulatory	no	no	no	yes	yes
[50-60)	1	2	0	7	0	1	0	Missing	Respiratory	Circulatory	Diabetes	no	no	no	no	yes
[70-80)	2	29	2	21	3	0	0	Missing	Other	Circulatory	Other	no	no	yes	yes	yes
[70-80)	9	72	0	14	0	0	0	Missing	Circulatory	Circulatory	Diabetes	high	no	no	yes	yes
[60-70)	2	31	3	11	0	1	0	Cardiology	Circulatory	Circulatory	Other	no	no	no	no	no
[60-70)	5	36	0	18	0	1	0	Missing	Circulatory	Circulatory	Diabetes	no	no	yes	yes	yes
[60-70)	1	25	3	13	0	0	0	Missing	Circulatory	Circulatory	Circulatory	no	no	no	yes	no
[60-70)	4	69	3	10	1	0	0	Cardiology	Circulatory	Circulatory	Circulatory	no	no	yes	yes	no
[40-50)	1	6	0	6	3	6	3	Family/GeneralPractice	Digestive	Diabetes	Other	no	no	yes	yes	yes
[80-90)	5	46	0	22	0	6	0	Missing	Circulatory	Circulatory	Circulatory	no	no	yes	yes	yes
[60-70)	1	38	1	6	0	0	0	Surgery	Other	Other	Diabetes	no	no	no	yes	no
[70-80)	1	31	2	6	0	0	0	Other	Other	Other	Circulatory	no	no	no	no	yes
[70-80)	5	60	0	17	0	1	0	Missing	Diabetes	Other	Respiratory	no	no	yes	yes	yes
[70-80)	3	55	0	7	0	0	0	Surgery	Injury	Circulatory	Other	no	no	no	no	no
[60-70)	5	30	5	19	0	0	0	Missing	Musculoskeletal	Circulatory	Musculoskeletal	no	no	no	yes	no
[50-60)	3	36	1	23	1	8	6	Other	Respiratory	Circulatory	Circulatory	no	no	yes	yes	yes
[70-80)	4	68	0	19	0	0	0	Missing	Respiratory	Other	Respiratory	no	no	yes	yes	yes
[80-90)	6	49	2	21	0	0	0	Missing	Circulatory	Circulatory	Circulatory	no	no	no	yes	no
[50-60)	4	46	0	12	0	0	0	Missing	Circulatory	Circulatory	Circulatory	no	no	yes	yes	no
[40-50)	5	64	0	12	0	0	0	Other	Other	Circulatory	Circulatory	no	no	no	no	no
[50-60)	4	83	0	12	0	0	0	Missing	Digestive	Other	Other	no	normal	yes	yes	no
[60-70)	2	35	0	9	0	2	0	Missing	Other	Other	Respiratory	no	no	no	yes	no
[60-70)	4	49	4	31	0	0	0	Missing	Circulatory	Circulatory	Diabetes	no	no	yes	yes	no
[50-60)	9	58	6	48	0	0	0	Missing	Circulatory	Other	Circulatory	no	no	yes	yes	no
[50-60)	5	61	0	21	2	0	1	Missing	Diabetes	Other	Other	no	no	no	yes	no
[70-80)	7	42	1	19	0	1	0	Missing	Respiratory	Circulatory	Other	no	no	no	no	yes
[60-70)	7	47	1	21	0	3	3	Missing	Other	Other	Circulatory	no	no	yes	yes	no
[50-60)	4	24	0	15	0	2	0	Family/GeneralPractice	Respiratory	Other	Injury	normal	no	yes	yes	no
[70-80)	10	61	0	23	0	4	0	Missing	Circulatory	Circulatory	Other	no	no	no	no	no
[80-90)	4	53	0	12	0	0	0	Emergency/Trauma	Other	Other	Circulatory	no	no	yes	yes	yes
[40-50)	2	39	5	12	0	0	0	Missing	Circulatory	Diabetes	Circulatory	no	no	no	no	no
[50-60)	5	46	1	14	0	0	0	InternalMedicine	Diabetes	Musculoskeletal	Other	no	high	no	no	no
[50-60)	2	45	3	23	0	0	0	Missing	Circulatory	Circulatory	Circulatory	no	high	yes	yes	no
[60-70)	2	44	0	14	1	1	0	Missing	Circulatory	Missing	Circulatory	no	no	no	no	yes
[70-80)	4	44	0	12	0	0	0	Missing	Respiratory	Circulatory	Circulatory	no	no	yes	yes	no
[70-80)	3	49	2	24	0	1	0	InternalMedicine	Circulatory	Circulatory	Circulatory	no	high	yes	yes	yes
[50-60)	7	32	1	6	0	0	0	Missing	Diabetes	Circulatory	Other	no	no	yes	yes	no
[70-80)	4	47	0	10	1	1	0	InternalMedicine	Circulatory	Respiratory	Other	no	no	yes	yes	no
[70-80)	8	65	0	20	0	0	0	Missing	Circulatory	Respiratory	Circulatory	no	no	no	yes	yes
[60-70)	9	50	2	26	0	2	0	Cardiology	Circulatory	Circulatory	Circulatory	no	no	yes	yes	yes
[60-70)	1	25	1	26	0	0	0	Missing	Circulatory	Diabetes	Other	no	no	yes	yes	no
[50-60)	2	69	0	13	0	0	0	Missing	Other	Other	Circulatory	no	normal	no	yes	no
[60-70)	5	38	6	30	0	1	0	Missing	Circulatory	Other	Circulatory	no	no	no	yes	no
[50-60)	2	19	3	13	0	0	0	Other	Other	Circulatory	Diabetes	no	no	no	no	no
[70-80)	7	48	0	17	0	3	0	Missing	Respiratory	Circulatory	Circulatory	no	no	no	yes	yes
[60-70)	1	40	0	13	0	0	0	Emergency/Trauma	Respiratory	Diabetes	Other	no	no	yes	yes	yes
[60-70)	4	42	4	19	0	0	0	InternalMedicine	Circulatory	Diabetes	Circulatory	no	no	yes	yes	no
[40-50)	3	61	0	24	0	3	0	Missing	Digestive	Respiratory	Circulatory	no	high	yes	yes	no
[60-70)	6	46	2	27	4	0	0	Missing	Injury	Other	Other	normal	no	yes	yes	no
[60-70)	2	48	0	11	0	0	0	InternalMedicine	Circulatory	Other	Diabetes	no	no	yes	yes	no
[60-70)	2	41	0	14	0	0	1	Missing	Digestive	Other	Other	no	no	yes	yes	yes
[70-80)	7	39	1	23	0	0	0	Missing	Digestive	Circulatory	Respiratory	no	no	no	no	yes
[60-70)	2	49	1	14	0	0	0	Surgery	Injury	Other	Other	no	no	no	no	yes
[50-60)	5	65	0	25	0	1	0	Missing	Musculoskeletal	Circulatory	Circulatory	no	no	yes	yes	no
[70-80)	3	56	3	12	0	0	0	Missing	Circulatory	Circulatory	Other	no	no	no	yes	no
[70-80)	8	63	2	14	0	0	0	Emergency/Trauma	Digestive	Diabetes	Other	no	no	yes	yes	no

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