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
[50-60)	3	31	0	18	0	0	0	Missing	Injury	Circulatory	Circulatory	no	no	no	yes	no
[70-80)	4	62	0	17	0	0	0	Missing	Other	Respiratory	Other	no	no	yes	yes	no
[40-50)	7	2	1	21	0	0	0	Other	Circulatory	Other	Other	no	no	no	yes	yes
[70-80)	4	42	0	2	0	1	0	InternalMedicine	Other	Circulatory	Digestive	no	no	no	no	no
[70-80)	4	1	2	12	0	0	0	Emergency/Trauma	Diabetes	Other	Other	no	no	no	no	yes
[70-80)	6	68	0	9	0	1	0	Missing	Other	Respiratory	Other	no	no	no	no	no
[60-70)	2	40	0	16	0	1	0	Emergency/Trauma	Circulatory	Diabetes	Other	no	no	yes	yes	yes
[50-60)	3	60	0	18	0	3	0	Missing	Other	Other	Other	no	no	yes	yes	yes
[70-80)	14	46	1	17	0	1	0	InternalMedicine	Circulatory	Other	Other	no	no	yes	yes	no
[50-60)	2	44	2	10	0	0	0	InternalMedicine	Circulatory	Respiratory	Diabetes	no	no	yes	yes	no
[70-80)	2	44	6	16	0	5	1	Cardiology	Circulatory	Injury	Circulatory	no	no	yes	yes	yes
[60-70)	8	69	6	48	0	0	0	Missing	Circulatory	Circulatory	Circulatory	no	normal	yes	yes	no
[50-60)	3	41	0	13	0	1	1	Missing	Other	Other	Other	no	no	no	yes	no
[70-80)	4	41	5	26	0	0	0	Other	Other	Circulatory	Other	no	no	yes	yes	yes
[60-70)	4	4	2	19	0	0	0	Surgery	Musculoskeletal	Musculoskeletal	Other	no	no	no	yes	yes
[60-70)	3	56	1	20	2	2	0	Missing	Injury	Other	Circulatory	no	no	no	no	yes
[90-100)	3	33	0	8	0	0	0	InternalMedicine	Other	Circulatory	Other	no	no	yes	yes	yes
[50-60)	3	1	0	13	0	0	0	Missing	Other	Digestive	Other	no	no	no	yes	no
[50-60)	4	42	0	11	0	1	3	Missing	Other	Digestive	Diabetes	no	normal	yes	yes	yes
[80-90)	9	50	5	18	1	0	0	Missing	Other	Circulatory	Circulatory	no	no	no	yes	yes
[70-80)	2	3	1	10	0	0	0	Emergency/Trauma	Injury	Other	Circulatory	no	no	yes	yes	yes
[40-50)	7	64	2	17	0	0	0	Missing	Circulatory	Injury	Diabetes	no	no	no	yes	yes
[80-90)	2	21	0	10	0	0	0	Missing	Respiratory	Other	Other	no	no	yes	yes	no
[60-70)	4	58	0	13	0	2	0	Missing	Circulatory	Circulatory	Circulatory	no	no	no	no	yes
[80-90)	8	66	0	36	0	0	0	Emergency/Trauma	Respiratory	Other	Other	no	no	yes	yes	no
[80-90)	2	31	0	14	1	1	2	Missing	Circulatory	Respiratory	Other	no	no	yes	yes	yes
[80-90)	6	72	0	6	4	0	1	InternalMedicine	Circulatory	Other	Circulatory	no	no	no	no	yes
[70-80)	3	20	2	21	0	0	1	Missing	Injury	Other	Diabetes	no	no	yes	yes	yes
[40-50)	3	57	2	16	0	0	0	Surgery	Injury	Digestive	Digestive	no	no	no	yes	no
[70-80)	2	14	5	21	0	0	0	Missing	Musculoskeletal	Other	Musculoskeletal	no	no	no	yes	yes
[70-80)	4	56	2	20	0	0	0	Other	Other	Other	Circulatory	no	no	no	no	no
[40-50)	7	49	1	20	0	0	0	Missing	Diabetes	Other	Other	no	no	yes	yes	no
[40-50)	3	53	1	15	0	0	2	Missing	Circulatory	Diabetes	Other	no	no	no	no	yes
[70-80)	1	9	6	9	0	0	0	Missing	Circulatory	Circulatory	Other	no	no	yes	yes	no
[50-60)	5	52	4	24	0	0	0	Missing	Injury	Injury	Circulatory	no	high	no	yes	yes
[70-80)	3	27	0	17	0	0	0	Missing	Other	Other	Injury	no	no	yes	yes	no
[70-80)	3	45	0	14	0	1	0	Missing	Respiratory	Other	Respiratory	no	no	yes	yes	yes
[80-90)	5	22	0	17	0	0	0	InternalMedicine	Respiratory	Respiratory	Circulatory	high	no	yes	yes	no
[50-60)	4	59	2	16	0	1	0	InternalMedicine	Circulatory	Circulatory	Diabetes	no	high	yes	yes	no
[80-90)	2	27	0	9	3	0	0	Missing	Other	Other	Diabetes	normal	no	no	yes	yes
[40-50)	1	30	2	8	0	0	0	Missing	Circulatory	Respiratory	Other	no	no	no	yes	no
[50-60)	4	49	0	15	0	0	0	Missing	Injury	Circulatory	Circulatory	no	high	yes	yes	no
[80-90)	3	43	0	21	0	0	1	InternalMedicine	Respiratory	Circulatory	Respiratory	no	no	yes	yes	yes
[60-70)	3	31	4	9	0	2	0	Surgery	Musculoskeletal	Other	Other	no	high	yes	yes	no
[70-80)	6	51	1	28	0	0	0	Missing	Digestive	Respiratory	Other	no	no	no	yes	yes
[80-90)	1	21	1	28	1	0	0	Cardiology	Circulatory	Other	Diabetes	no	no	yes	yes	yes
[80-90)	6	60	1	15	0	1	0	Missing	Circulatory	Circulatory	Circulatory	no	no	yes	yes	yes
[70-80)	2	51	0	19	0	1	0	Missing	Circulatory	Circulatory	Other	no	no	no	yes	no
[60-70)	2	62	3	21	1	0	0	Missing	Circulatory	Circulatory	Circulatory	no	no	no	no	yes
[50-60)	9	60	4	10	0	1	0	Surgery	Respiratory	Respiratory	Diabetes	no	high	no	yes	no
[60-70)	1	46	0	5	4	1	0	Missing	Digestive	Diabetes	Musculoskeletal	no	no	no	yes	no
[60-70)	2	9	0	12	0	0	0	Missing	Circulatory	Circulatory	Diabetes	no	no	yes	yes	no
[40-50)	7	62	0	14	1	0	0	Missing	Other	Other	Digestive	no	no	yes	yes	yes
[60-70)	14	48	1	25	0	1	0	Other	Circulatory	Digestive	Other	no	no	yes	yes	yes
[90-100)	4	16	1	18	4	0	0	Other	Injury	Circulatory	Other	normal	no	yes	yes	no
[40-50)	4	48	0	15	0	0	0	InternalMedicine	Circulatory	Diabetes	Circulatory	no	no	no	yes	no
[40-50)	1	43	0	7	12	0	0	Missing	Other	Diabetes	Other	no	no	yes	yes	yes
[80-90)	8	63	0	18	0	0	0	Surgery	Respiratory	Respiratory	Other	no	high	yes	yes	no
[80-90)	12	74	4	26	2	0	0	Missing	Circulatory	Circulatory	Other	no	no	yes	yes	yes
[80-90)	4	45	1	6	0	0	0	Missing	Digestive	Other	Circulatory	no	no	no	yes	no
[70-80)	8	44	1	19	0	0	0	Missing	Circulatory	Circulatory	Other	no	no	no	yes	yes
[50-60)	2	46	1	20	0	4	0	InternalMedicine	Respiratory	Respiratory	Other	no	no	no	yes	yes
[40-50)	4	35	1	9	0	1	0	Family/GeneralPractice	Circulatory	Diabetes	Circulatory	no	no	yes	yes	yes
[70-80)	3	47	0	11	1	0	0	Cardiology	Respiratory	Other	Circulatory	no	no	no	yes	yes
[40-50)	7	51	2	30	2	2	0	Missing	Injury	Injury	Other	no	no	yes	yes	yes
[40-50)	4	43	3	17	1	0	0	InternalMedicine	Other	Other	Circulatory	no	no	no	no	no
[50-60)	3	43	5	10	0	0	0	Cardiology	Circulatory	Diabetes	Respiratory	no	high	no	yes	no
[70-80)	3	42	1	7	1	0	0	Missing	Digestive	Other	Respiratory	no	no	no	no	no
[40-50)	4	50	1	7	0	4	0	Emergency/Trauma	Digestive	Respiratory	Circulatory	no	no	no	no	yes
[80-90)	11	45	0	15	0	1	0	InternalMedicine	Other	Respiratory	Other	no	no	no	no	no
[70-80)	10	58	6	42	0	0	0	Missing	Circulatory	Other	Circulatory	no	no	no	no	no
[80-90)	6	48	0	9	0	0	0	Missing	Other	Diabetes	Other	no	no	yes	yes	no
[50-60)	3	17	0	13	0	0	0	Missing	Other	Respiratory	Musculoskeletal	normal	no	no	yes	yes
[70-80)	4	5	0	13	0	0	0	Missing	Respiratory	Circulatory	Other	no	no	no	yes	yes
[70-80)	5	13	0	20	0	1	0	Missing	Respiratory	Circulatory	Other	high	no	yes	yes	no
[80-90)	4	67	2	10	1	0	0	Missing	Injury	Other	Other	no	no	no	no	yes
[80-90)	13	82	0	27	0	1	0	Missing	Circulatory	Other	Other	no	no	no	yes	no
[60-70)	13	64	3	50	0	0	0	Missing	Circulatory	Injury	Other	no	normal	no	yes	no
[70-80)	7	2	0	11	0	0	0	Missing	Respiratory	Circulatory	Diabetes	no	no	yes	yes	no
[70-80)	3	41	0	15	0	0	0	Family/GeneralPractice	Circulatory	Circulatory	Circulatory	no	no	no	yes	no
[80-90)	3	51	1	18	0	1	0	Other	Diabetes	Circulatory	Circulatory	no	no	yes	yes	yes
[90-100)	4	3	0	8	0	0	0	Emergency/Trauma	Circulatory	Circulatory	Diabetes	no	no	no	yes	yes
[70-80)	1	23	3	19	0	0	0	Missing	Circulatory	Circulatory	Circulatory	no	no	no	no	yes
[60-70)	14	55	2	39	0	2	0	InternalMedicine	Circulatory	Other	Respiratory	no	no	yes	yes	yes
[70-80)	3	64	0	12	0	3	3	Emergency/Trauma	Circulatory	Circulatory	Other	no	no	yes	yes	yes
[70-80)	13	18	6	37	3	2	0	Family/GeneralPractice	Circulatory	Respiratory	Respiratory	high	no	yes	yes	no
[50-60)	2	66	1	14	0	0	0	InternalMedicine	Circulatory	Diabetes	Other	no	high	no	no	no
[70-80)	1	60	1	13	0	1	0	Missing	Respiratory	Respiratory	Circulatory	no	no	no	yes	yes
[70-80)	1	48	3	11	0	0	0	Missing	Circulatory	Respiratory	Injury	no	high	no	yes	yes
[50-60)	3	74	1	21	1	0	1	Missing	Respiratory	Injury	Circulatory	no	no	yes	yes	no
[60-70)	3	19	2	24	0	0	0	Other	Musculoskeletal	Respiratory	Other	no	no	no	no	no
[50-60)	1	41	6	23	0	0	0	Cardiology	Circulatory	Circulatory	Diabetes	no	no	yes	yes	no
[80-90)	6	54	3	17	2	0	1	Missing	Digestive	Circulatory	Other	no	no	no	yes	yes
[70-80)	6	33	0	15	0	0	0	Emergency/Trauma	Other	Circulatory	Circulatory	no	no	yes	yes	yes
[60-70)	2	69	0	10	2	3	0	InternalMedicine	Other	Digestive	Other	no	no	no	no	no
[70-80)	1	35	1	21	0	0	0	Surgery	Other	Circulatory	Injury	no	normal	yes	yes	no
[40-50)	5	3	3	10	0	7	18	Emergency/Trauma	Other	Diabetes	Circulatory	no	no	yes	yes	yes
[80-90)	3	51	0	20	0	0	1	Cardiology	Circulatory	Circulatory	Diabetes	no	high	yes	yes	no
[70-80)	10	40	1	23	0	4	0	Missing	Other	Circulatory	Circulatory	no	no	no	no	yes
[70-80)	13	44	0	15	0	0	0	Other	Other	Circulatory	Circulatory	no	no	yes	yes	no

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