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
[70-80)	5	69	0	22	0	0	0	Missing	Respiratory	Respiratory	Other	no	no	yes	yes	no
[70-80)	9	66	2	22	0	1	0	Missing	Other	Circulatory	Other	no	high	yes	yes	no
[50-60)	2	34	0	5	0	0	0	InternalMedicine	Diabetes	Other	Circulatory	high	no	no	no	yes
[40-50)	9	26	1	18	0	3	0	Missing	Diabetes	Digestive	Circulatory	no	no	yes	yes	yes
[80-90)	4	48	1	20	0	0	0	Other	Musculoskeletal	Diabetes	Circulatory	no	no	yes	yes	no
[40-50)	3	1	1	10	0	0	0	Emergency/Trauma	Other	Other	Other	no	no	yes	yes	no
[60-70)	2	14	0	16	0	1	0	Missing	Circulatory	Circulatory	Diabetes	no	no	yes	yes	yes
[70-80)	5	73	0	15	0	0	0	Cardiology	Circulatory	Other	Other	no	high	yes	yes	no
[50-60)	5	51	1	14	0	0	0	Missing	Diabetes	Other	Other	high	high	yes	yes	yes
[90-100)	7	68	4	22	0	0	1	Family/GeneralPractice	Respiratory	Circulatory	Circulatory	no	no	yes	yes	no
[70-80)	3	10	0	14	1	0	0	Family/GeneralPractice	Circulatory	Other	Diabetes	normal	no	yes	yes	yes
[40-50)	5	63	0	21	0	0	0	Missing	Digestive	Diabetes	Digestive	no	high	no	yes	yes
[50-60)	6	55	1	22	3	1	0	Missing	Musculoskeletal	Circulatory	Diabetes	no	no	no	yes	no
[70-80)	6	69	0	17	0	1	0	InternalMedicine	Circulatory	Circulatory	Circulatory	high	normal	no	no	yes
[60-70)	5	1	0	7	0	0	0	Missing	Circulatory	Other	Diabetes	no	no	no	yes	no
[70-80)	4	10	1	9	0	1	0	Missing	Circulatory	Circulatory	Respiratory	no	no	no	no	yes
[60-70)	5	7	2	35	3	0	0	Other	Musculoskeletal	Other	Diabetes	no	no	yes	yes	no
[60-70)	4	1	2	21	0	0	0	Surgery	Other	Other	Diabetes	no	no	yes	yes	yes
[70-80)	2	42	0	14	2	2	0	InternalMedicine	Digestive	Digestive	Diabetes	no	no	yes	yes	no
[50-60)	11	57	5	30	0	2	0	InternalMedicine	Diabetes	Other	Respiratory	no	high	yes	yes	no
[80-90)	7	55	0	23	0	0	0	Missing	Circulatory	Respiratory	Respiratory	no	high	yes	yes	yes
[90-100)	1	50	0	6	0	0	0	Missing	Injury	Other	Missing	no	no	no	no	no
[70-80)	5	3	2	18	0	0	0	Other	Musculoskeletal	Diabetes	Circulatory	no	no	yes	yes	no
[60-70)	6	42	6	17	0	0	0	Cardiology	Circulatory	Respiratory	Diabetes	no	no	yes	yes	no
[60-70)	5	56	0	12	0	0	0	Family/GeneralPractice	Circulatory	Circulatory	Circulatory	no	no	no	no	no
[60-70)	4	50	1	27	0	1	0	Surgery	Musculoskeletal	Other	Circulatory	no	no	yes	yes	yes
[70-80)	3	35	0	12	0	0	0	Missing	Circulatory	Other	Circulatory	no	no	yes	yes	yes
[40-50)	5	57	0	12	0	1	0	Emergency/Trauma	Diabetes	Other	Other	no	no	yes	yes	no
[40-50)	1	49	0	8	0	0	0	Missing	Circulatory	Circulatory	Diabetes	no	high	yes	yes	no
[70-80)	2	46	0	16	0	0	0	Missing	Circulatory	Diabetes	Circulatory	no	no	yes	yes	yes
[50-60)	4	31	2	17	0	0	0	Missing	Other	Diabetes	Circulatory	no	no	yes	yes	yes
[50-60)	3	52	0	14	0	1	0	Missing	Other	Circulatory	Circulatory	no	no	no	yes	yes
[40-50)	1	74	0	11	0	0	0	InternalMedicine	Injury	Other	Other	no	high	no	yes	no
[50-60)	4	1	0	16	0	0	1	Missing	Other	Other	Other	no	no	no	yes	no
[70-80)	4	2	2	10	0	0	0	Missing	Injury	Other	Circulatory	no	no	no	yes	yes
[80-90)	4	1	2	4	0	0	0	Missing	Digestive	Other	Respiratory	no	no	no	yes	yes
[40-50)	12	61	0	18	0	1	18	Emergency/Trauma	Other	Other	Other	no	no	yes	yes	yes
[60-70)	8	51	6	47	0	0	0	Missing	Circulatory	Circulatory	Circulatory	no	no	yes	yes	yes
[40-50)	13	72	1	31	0	1	0	InternalMedicine	Circulatory	Diabetes	Other	no	no	yes	yes	yes
[50-60)	1	45	0	16	0	0	0	InternalMedicine	Respiratory	Musculoskeletal	Digestive	no	no	no	no	yes
[70-80)	6	48	0	26	0	0	0	Other	Injury	Other	Other	no	no	yes	yes	no
[60-70)	2	53	0	17	0	1	0	InternalMedicine	Musculoskeletal	Other	Circulatory	no	high	yes	yes	no
[50-60)	2	40	1	9	0	1	0	Surgery	Other	Diabetes	Circulatory	no	no	no	no	no
[50-60)	14	60	3	29	1	1	0	Missing	Other	Other	Other	no	no	no	no	no
[70-80)	5	53	0	16	0	1	3	Missing	Respiratory	Circulatory	Respiratory	no	no	yes	yes	yes
[60-70)	3	41	1	15	0	0	0	Missing	Circulatory	Circulatory	Respiratory	no	no	no	no	yes
[80-90)	1	43	2	23	0	0	0	Missing	Musculoskeletal	Circulatory	Diabetes	no	no	no	yes	yes
[40-50)	6	4	0	24	0	1	0	Other	Musculoskeletal	Diabetes	Other	no	no	yes	yes	yes
[60-70)	8	53	0	6	1	2	0	Missing	Respiratory	Diabetes	Diabetes	no	no	no	yes	no
[60-70)	12	39	3	19	0	0	0	Other	Other	Other	Other	no	no	no	yes	no
[70-80)	6	82	0	17	0	0	0	InternalMedicine	Other	Other	Other	no	normal	yes	yes	yes
[60-70)	1	19	0	14	0	1	1	Family/GeneralPractice	Respiratory	Diabetes	Circulatory	no	no	yes	yes	yes
[70-80)	9	49	2	26	4	1	1	Surgery	Circulatory	Injury	Respiratory	no	no	no	yes	yes
[70-80)	8	78	6	57	0	0	0	Missing	Circulatory	Circulatory	Respiratory	no	high	yes	yes	yes
[80-90)	6	66	1	21	0	1	0	Missing	Circulatory	Other	Other	no	no	yes	yes	no
[40-50)	2	1	0	11	2	6	4	Missing	Other	Diabetes	Circulatory	no	no	yes	yes	yes
[70-80)	6	47	2	28	0	0	0	InternalMedicine	Other	Other	Circulatory	no	no	yes	yes	yes
[40-50)	6	77	1	10	0	0	0	Emergency/Trauma	Diabetes	Respiratory	Other	no	high	yes	yes	yes
[70-80)	13	63	0	25	0	1	0	Missing	Respiratory	Respiratory	Other	no	no	no	yes	no
[40-50)	3	10	2	13	0	0	0	Cardiology	Circulatory	Diabetes	Other	no	no	yes	yes	no
[70-80)	2	44	0	13	0	0	0	Missing	Digestive	Circulatory	Circulatory	no	no	yes	yes	no
[60-70)	10	46	6	17	0	0	0	Missing	Circulatory	Circulatory	Other	no	no	yes	yes	no
[90-100)	8	36	1	18	0	1	1	InternalMedicine	Other	Other	Diabetes	no	no	yes	yes	yes
[40-50)	3	18	1	21	3	6	1	Missing	Respiratory	Diabetes	Diabetes	high	no	yes	yes	no
[70-80)	6	52	0	20	0	1	0	InternalMedicine	Circulatory	Other	Circulatory	no	no	yes	yes	yes
[60-70)	5	24	2	17	0	0	0	Other	Circulatory	Other	Other	no	no	yes	yes	yes
[70-80)	5	48	2	16	1	2	2	Missing	Digestive	Other	Diabetes	no	no	no	no	yes
[80-90)	6	51	0	16	0	1	0	Missing	Other	Other	Other	no	no	no	yes	no
[80-90)	1	2	0	8	2	1	0	Missing	Digestive	Respiratory	Circulatory	no	no	no	no	yes
[70-80)	2	53	0	11	0	0	0	InternalMedicine	Circulatory	Respiratory	Circulatory	no	no	no	yes	yes
[50-60)	11	69	6	31	0	0	0	InternalMedicine	Circulatory	Injury	Injury	no	normal	no	yes	no
[50-60)	1	42	0	17	0	0	0	Missing	Respiratory	Diabetes	Other	no	no	no	yes	yes
[80-90)	3	4	3	10	0	0	0	Missing	Circulatory	Circulatory	Diabetes	no	no	no	yes	no
[90-100)	8	45	4	24	0	0	0	InternalMedicine	Digestive	Circulatory	Diabetes	no	no	no	yes	no
[60-70)	3	37	0	15	1	1	2	InternalMedicine	Circulatory	Diabetes	Diabetes	no	no	yes	yes	no
[70-80)	1	43	3	19	0	0	0	Missing	Circulatory	Other	Circulatory	no	no	yes	yes	no
[60-70)	7	29	4	1	0	0	0	Missing	Other	Other	Circulatory	no	no	no	no	no
[50-60)	9	34	4	29	0	1	0	Missing	Diabetes	Circulatory	Circulatory	no	no	yes	yes	no
[60-70)	6	36	0	13	0	0	0	Other	Other	Musculoskeletal	Other	no	no	no	no	yes
[80-90)	8	23	2	20	3	3	3	Surgery	Injury	Diabetes	Circulatory	high	no	no	yes	yes
[80-90)	2	59	0	2	0	0	0	Missing	Other	Circulatory	Circulatory	no	no	no	no	no
[60-70)	2	42	1	14	0	0	1	InternalMedicine	Injury	Other	Other	no	no	no	no	yes
[50-60)	3	59	0	6	1	1	0	InternalMedicine	Other	Other	Other	no	no	no	no	no
[70-80)	1	51	3	8	0	0	0	Other	Other	Circulatory	Diabetes	no	no	no	yes	no
[80-90)	2	21	2	14	0	0	0	Missing	Digestive	Other	Other	no	no	yes	yes	no
[80-90)	5	55	0	10	3	1	0	Missing	Other	Digestive	Digestive	no	no	yes	yes	no
[40-50)	5	78	0	20	0	3	2	Missing	Respiratory	Circulatory	Other	no	no	no	no	yes
[80-90)	6	68	0	15	0	0	0	Emergency/Trauma	Circulatory	Diabetes	Circulatory	no	no	no	yes	yes
[50-60)	11	61	3	21	0	0	0	Surgery	Circulatory	Other	Circulatory	no	normal	no	yes	yes
[80-90)	9	59	1	29	0	0	0	InternalMedicine	Circulatory	Respiratory	Circulatory	no	no	yes	yes	no
[40-50)	5	80	0	28	0	0	0	InternalMedicine	Other	Other	Other	no	high	yes	yes	yes
[60-70)	1	5	4	12	1	0	0	Missing	Circulatory	Circulatory	Diabetes	no	high	no	yes	no
[60-70)	2	1	2	20	0	1	0	InternalMedicine	Circulatory	Circulatory	Circulatory	no	no	yes	yes	no
[50-60)	4	33	1	22	0	1	0	Missing	Injury	Other	Diabetes	no	no	no	yes	yes
[50-60)	3	5	1	9	0	0	0	Emergency/Trauma	Circulatory	Other	Musculoskeletal	no	no	yes	yes	yes
[50-60)	7	69	4	21	0	2	0	Missing	Other	Other	Circulatory	no	normal	no	yes	yes
[60-70)	13	76	2	35	0	0	0	Missing	Other	Circulatory	Other	no	no	yes	yes	no
[90-100)	4	45	2	7	0	0	0	Missing	Injury	Other	Other	no	no	no	yes	yes
[60-70)	4	38	2	23	0	0	0	Missing	Other	Other	Other	no	no	no	no	yes
[60-70)	5	55	2	16	0	0	0	InternalMedicine	Digestive	Circulatory	Other	no	no	yes	yes	no

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