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prabinpanta0
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genki_hospital

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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)	4	19	0	21	0	2	1	Missing	Respiratory	Circulatory	Diabetes	normal	no	no	yes	no
[70-80)	6	79	5	25	0	0	0	Missing	Other	Other	Respiratory	no	no	yes	yes	no
[80-90)	14	75	3	32	2	0	0	Missing	Respiratory	Circulatory	Other	no	no	no	yes	no
[40-50)	4	62	0	12	0	0	0	Missing	Diabetes	Other	Other	no	high	yes	yes	no
[60-70)	9	54	0	16	0	0	0	Missing	Musculoskeletal	Other	Diabetes	no	no	yes	yes	no
[60-70)	3	3	5	15	1	0	0	Surgery	Injury	Circulatory	Circulatory	no	no	no	yes	no
[40-50)	1	49	0	10	0	0	0	Missing	Circulatory	Diabetes	Circulatory	no	high	yes	yes	no
[50-60)	1	23	6	8	0	0	0	Missing	Circulatory	Other	Circulatory	no	no	yes	yes	no
[70-80)	5	75	5	17	0	1	0	Emergency/Trauma	Digestive	Circulatory	Diabetes	no	no	yes	yes	no
[70-80)	1	34	0	9	0	2	0	Family/GeneralPractice	Respiratory	Circulatory	Diabetes	no	no	no	no	yes
[70-80)	1	10	2	12	0	0	0	Missing	Respiratory	Other	Diabetes	no	no	no	no	no
[60-70)	7	56	0	19	0	0	0	Missing	Circulatory	Other	Injury	no	no	yes	yes	no
[70-80)	2	10	1	5	0	0	0	Missing	Injury	Other	Other	no	no	no	no	no
[70-80)	7	23	0	12	0	0	1	Other	Other	Other	Other	normal	no	no	yes	no
[60-70)	2	35	0	16	1	0	0	Missing	Other	Other	Digestive	no	no	no	yes	no
[90-100)	2	1	1	6	0	0	0	Surgery	Diabetes	Circulatory	Circulatory	no	no	no	no	yes
[90-100)	1	10	0	7	0	0	0	Missing	Other	Other	Diabetes	no	no	no	no	yes
[50-60)	8	60	2	28	11	2	0	Surgery	Diabetes	Other	Musculoskeletal	no	normal	yes	yes	yes
[60-70)	3	39	0	13	0	0	0	Missing	Other	Other	Other	no	no	no	yes	no
[60-70)	2	14	4	15	0	0	0	Cardiology	Circulatory	Circulatory	Circulatory	no	no	no	yes	yes
[70-80)	3	17	2	16	1	0	0	Cardiology	Circulatory	Other	Circulatory	normal	no	yes	yes	yes
[50-60)	1	28	0	5	0	0	0	Missing	Musculoskeletal	Other	Circulatory	no	no	yes	yes	no
[80-90)	6	55	4	49	0	0	0	Surgery	Circulatory	Circulatory	Circulatory	no	no	yes	yes	no
[70-80)	1	39	2	25	3	0	0	Surgery	Diabetes	Circulatory	Other	no	no	no	no	no
[80-90)	6	74	0	14	0	2	0	InternalMedicine	Respiratory	Respiratory	Circulatory	no	no	no	yes	yes
[50-60)	4	24	6	15	1	0	0	Other	Circulatory	Other	Diabetes	no	no	no	no	yes
[50-60)	3	11	1	6	0	0	0	Emergency/Trauma	Other	Diabetes	Diabetes	no	high	yes	yes	yes
[70-80)	12	59	0	31	0	2	0	Emergency/Trauma	Respiratory	Respiratory	Musculoskeletal	no	no	yes	yes	yes
[70-80)	8	49	6	29	0	0	1	InternalMedicine	Circulatory	Circulatory	Other	no	no	no	yes	no
[80-90)	5	75	0	16	0	1	0	InternalMedicine	Other	Injury	Digestive	no	no	yes	yes	no
[60-70)	5	29	1	11	0	1	0	Surgery	Diabetes	Circulatory	Missing	no	no	yes	yes	yes
[70-80)	6	27	1	14	0	0	0	Emergency/Trauma	Injury	Injury	Other	no	no	no	yes	no
[40-50)	1	33	2	5	1	4	12	Emergency/Trauma	Other	Other	Diabetes	no	no	yes	yes	yes
[70-80)	12	77	6	38	0	0	0	Other	Other	Respiratory	Other	no	no	yes	yes	yes
[80-90)	2	71	0	12	0	0	0	Cardiology	Other	Circulatory	Diabetes	no	no	no	yes	yes
[50-60)	4	29	0	15	0	3	0	Other	Circulatory	Diabetes	Other	no	no	yes	yes	yes
[70-80)	1	33	2	9	0	0	0	Missing	Circulatory	Respiratory	Circulatory	no	no	no	no	no
[70-80)	8	16	1	27	1	3	0	Surgery	Injury	Circulatory	Circulatory	normal	no	yes	yes	no
[70-80)	12	70	2	54	0	1	1	InternalMedicine	Diabetes	Other	Respiratory	no	no	no	yes	yes
[50-60)	2	25	0	13	0	0	0	Missing	Other	Other	Diabetes	high	no	no	yes	yes
[60-70)	4	43	5	10	0	0	0	Surgery	Injury	Circulatory	Other	no	no	no	no	yes
[70-80)	8	58	5	57	0	2	0	Surgery	Circulatory	Other	Circulatory	no	no	yes	yes	no
[60-70)	2	34	0	12	0	0	0	Missing	Respiratory	Circulatory	Diabetes	no	no	yes	yes	no
[70-80)	2	79	1	11	0	0	0	Emergency/Trauma	Other	Other	Diabetes	no	high	yes	yes	no
[70-80)	3	22	1	25	0	0	0	Other	Musculoskeletal	Diabetes	Other	no	no	yes	yes	no
[80-90)	5	70	1	19	0	0	0	InternalMedicine	Digestive	Other	Circulatory	no	no	yes	yes	yes
[60-70)	4	44	0	12	0	0	0	Missing	Digestive	Diabetes	Circulatory	no	no	no	no	yes
[80-90)	2	28	0	7	0	0	0	Emergency/Trauma	Injury	Injury	Circulatory	no	no	yes	yes	yes
[50-60)	3	18	0	10	0	1	0	Other	Other	Other	Other	no	no	no	no	no
[60-70)	9	37	2	19	1	4	0	InternalMedicine	Injury	Other	Other	no	no	yes	yes	yes
[60-70)	3	46	1	19	0	1	0	Missing	Respiratory	Circulatory	Circulatory	no	high	no	yes	no
[80-90)	2	5	2	6	2	0	1	Missing	Other	Circulatory	Diabetes	no	no	no	yes	yes
[70-80)	4	37	0	7	0	0	0	Missing	Circulatory	Other	Diabetes	no	high	yes	yes	yes
[80-90)	2	57	1	9	0	0	0	Missing	Other	Other	Other	no	normal	no	yes	no
[80-90)	4	63	0	16	0	0	0	Missing	Circulatory	Other	Diabetes	no	no	yes	yes	no
[60-70)	4	4	1	21	4	1	0	Surgery	Musculoskeletal	Musculoskeletal	Diabetes	no	no	no	no	yes
[60-70)	4	42	1	15	1	0	0	Missing	Injury	Other	Respiratory	no	no	yes	yes	yes
[60-70)	6	41	2	16	0	0	0	Missing	Other	Diabetes	Circulatory	no	no	yes	yes	no
[50-60)	3	25	1	14	0	0	0	Missing	Musculoskeletal	Circulatory	Respiratory	no	no	no	yes	no
[80-90)	4	53	0	22	0	2	0	Missing	Other	Respiratory	Circulatory	no	high	yes	yes	yes
[70-80)	3	13	1	32	0	0	0	Other	Musculoskeletal	Respiratory	Diabetes	no	no	yes	yes	no
[60-70)	2	34	0	12	0	1	0	InternalMedicine	Respiratory	Respiratory	Diabetes	no	no	yes	yes	no
[50-60)	1	1	0	3	0	0	0	Missing	Respiratory	Respiratory	Circulatory	no	no	no	no	no
[50-60)	11	89	2	49	0	1	2	Emergency/Trauma	Respiratory	Other	Respiratory	no	no	yes	yes	no
[80-90)	2	8	0	3	0	0	0	Emergency/Trauma	Respiratory	Circulatory	Respiratory	no	no	no	yes	yes
[60-70)	2	25	1	12	3	4	2	Family/GeneralPractice	Other	Other	Circulatory	high	no	no	yes	yes
[60-70)	10	93	1	34	0	1	0	Other	Circulatory	Other	Circulatory	no	no	yes	yes	no
[40-50)	5	64	0	8	0	0	0	Missing	Diabetes	Other	Other	no	no	yes	yes	no
[70-80)	8	76	6	60	0	0	0	Cardiology	Circulatory	Circulatory	Injury	no	high	yes	yes	yes
[50-60)	7	31	1	28	1	1	0	Surgery	Injury	Other	Circulatory	no	no	yes	yes	yes
[60-70)	6	1	3	20	0	0	0	Missing	Respiratory	Circulatory	Circulatory	no	no	no	yes	no
[70-80)	8	52	5	41	0	1	0	Missing	Circulatory	Circulatory	Circulatory	no	no	yes	yes	no
[60-70)	1	32	0	8	0	5	0	Missing	Circulatory	Circulatory	Circulatory	no	no	no	yes	yes
[60-70)	1	3	0	14	0	1	0	InternalMedicine	Injury	Respiratory	Circulatory	no	no	no	yes	no
[50-60)	8	75	3	34	2	2	0	Missing	Other	Respiratory	Other	no	no	yes	yes	yes
[70-80)	4	20	1	26	0	0	0	Other	Musculoskeletal	Other	Diabetes	normal	no	yes	yes	no
[70-80)	7	53	1	7	2	0	0	Missing	Circulatory	Circulatory	Other	no	no	no	yes	yes
[40-50)	4	34	0	15	0	0	0	Cardiology	Other	Other	Other	no	no	yes	yes	no
[80-90)	8	101	3	33	0	0	0	InternalMedicine	Respiratory	Circulatory	Other	no	no	yes	yes	no
[50-60)	1	53	0	18	0	4	2	Missing	Respiratory	Respiratory	Other	no	no	no	no	yes
[50-60)	3	80	2	13	0	0	0	Missing	Digestive	Circulatory	Circulatory	no	no	yes	yes	yes
[40-50)	2	64	0	13	0	0	0	Missing	Other	Diabetes	Other	no	high	yes	yes	no
[80-90)	1	54	0	10	2	1	0	Missing	Other	Other	Other	no	no	no	yes	no
[70-80)	1	48	0	14	1	2	0	Family/GeneralPractice	Circulatory	Circulatory	Circulatory	no	no	no	no	yes
[40-50)	2	57	0	11	5	1	1	Missing	Other	Diabetes	Other	no	no	yes	yes	no
[70-80)	1	6	0	5	0	0	0	Emergency/Trauma	Circulatory	Diabetes	Missing	no	no	yes	yes	yes
[50-60)	4	37	3	15	0	0	0	InternalMedicine	Circulatory	Circulatory	Other	no	no	no	no	yes
[70-80)	8	58	0	18	0	0	0	Missing	Respiratory	Diabetes	Other	no	no	yes	yes	no
[50-60)	6	48	0	16	4	1	0	Missing	Other	Diabetes	Other	no	no	yes	yes	yes
[70-80)	13	56	0	26	1	1	0	Missing	Circulatory	Diabetes	Other	no	no	yes	yes	no
[60-70)	7	64	0	14	0	0	0	Missing	Circulatory	Diabetes	Other	no	high	yes	yes	yes
[80-90)	5	61	3	20	0	5	0	Family/GeneralPractice	Circulatory	Respiratory	Other	no	no	no	no	yes
[70-80)	6	53	0	13	0	1	1	Family/GeneralPractice	Circulatory	Respiratory	Circulatory	no	no	yes	yes	yes
[70-80)	1	34	0	17	0	1	0	Missing	Respiratory	Circulatory	Circulatory	no	high	yes	yes	no
[40-50)	2	36	3	13	0	0	0	Other	Other	Circulatory	Diabetes	no	no	no	yes	no
[70-80)	6	74	5	20	0	0	0	Family/GeneralPractice	Circulatory	Circulatory	Circulatory	no	no	no	no	yes
[60-70)	2	65	0	20	0	1	0	Cardiology	Circulatory	Circulatory	Circulatory	no	no	no	yes	no
[40-50)	4	65	1	13	4	3	0	Cardiology	Digestive	Circulatory	Diabetes	no	no	no	no	no
[80-90)	3	49	0	18	3	0	0	Missing	Circulatory	Other	Respiratory	no	high	no	yes	yes
[50-60)	2	37	0	10	0	0	1	Missing	Injury	Diabetes	Missing	no	no	no	no	no