Datasets:

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
[80-90)	1	27	2	10	0	1	0	Missing	Circulatory	Circulatory	Circulatory	no	no	no	yes	yes
[50-60)	3	3	1	17	0	0	0	Other	Musculoskeletal	Diabetes	Other	no	no	yes	yes	yes
[50-60)	1	37	3	15	1	1	0	Emergency/Trauma	Digestive	Circulatory	Other	no	no	yes	yes	no
[70-80)	5	60	2	33	0	1	0	Missing	Other	Circulatory	Circulatory	no	no	no	yes	no
[70-80)	2	52	0	10	0	0	4	Cardiology	Respiratory	Circulatory	Circulatory	no	no	no	yes	yes
[70-80)	13	66	3	16	0	0	0	InternalMedicine	Other	Digestive	Digestive	no	no	no	no	no
[50-60)	4	22	1	19	0	0	0	Other	Musculoskeletal	Diabetes	Circulatory	no	no	yes	yes	no
[50-60)	3	17	0	18	0	0	0	Missing	Circulatory	Circulatory	Other	normal	no	no	no	no
[50-60)	1	48	1	17	0	6	0	InternalMedicine	Diabetes	Other	Respiratory	no	no	yes	yes	yes
[70-80)	4	37	2	26	0	2	0	Missing	Circulatory	Circulatory	Diabetes	no	no	yes	yes	no
[70-80)	4	57	0	17	0	0	0	Missing	Diabetes	Other	Respiratory	no	high	yes	yes	no
[80-90)	3	59	1	26	0	0	0	Missing	Injury	Other	Circulatory	no	no	yes	yes	no
[80-90)	3	51	0	10	0	0	0	Missing	Respiratory	Other	Diabetes	no	high	no	yes	no
[40-50)	5	55	2	17	0	0	0	InternalMedicine	Diabetes	Other	Other	no	high	no	yes	yes
[40-50)	5	15	0	12	0	1	1	Other	Other	Other	Diabetes	normal	no	no	yes	yes
[60-70)	1	30	4	15	0	0	0	Other	Respiratory	Circulatory	Respiratory	no	no	yes	yes	yes
[80-90)	9	44	2	28	0	0	0	Missing	Circulatory	Other	Circulatory	no	no	yes	yes	no
[70-80)	1	37	2	16	0	1	0	Cardiology	Circulatory	Circulatory	Circulatory	no	no	no	no	yes
[50-60)	12	44	3	23	0	5	0	Missing	Respiratory	Respiratory	Diabetes	normal	no	no	yes	yes
[70-80)	4	35	3	21	4	1	0	Missing	Circulatory	Respiratory	Circulatory	no	no	yes	yes	no
[80-90)	3	29	0	15	0	0	0	Missing	Musculoskeletal	Other	Circulatory	no	no	no	no	yes
[70-80)	2	19	1	16	1	2	0	Missing	Diabetes	Musculoskeletal	Other	no	no	no	yes	yes
[60-70)	2	43	0	11	0	0	0	Missing	Circulatory	Circulatory	Other	no	no	no	yes	no
[70-80)	11	26	1	22	0	0	0	Missing	Other	Other	Other	no	no	yes	yes	no
[70-80)	7	61	1	18	0	0	0	Emergency/Trauma	Digestive	Circulatory	Respiratory	no	no	yes	yes	yes
[70-80)	6	32	2	12	0	0	0	Surgery	Circulatory	Circulatory	Diabetes	no	no	no	yes	no
[60-70)	9	30	0	9	0	0	0	Surgery	Circulatory	Diabetes	Circulatory	no	no	no	yes	no
[80-90)	5	34	2	10	0	1	0	Family/GeneralPractice	Circulatory	Other	Diabetes	no	no	no	yes	yes
[60-70)	5	46	1	25	0	0	0	Other	Diabetes	Circulatory	Other	no	no	yes	yes	yes
[60-70)	5	54	2	17	0	0	0	Missing	Other	Other	Circulatory	high	no	no	yes	yes
[40-50)	4	48	0	9	0	0	0	Other	Diabetes	Respiratory	Other	no	high	yes	yes	no
[90-100)	6	61	1	16	0	0	0	Missing	Circulatory	Respiratory	Other	no	no	yes	yes	yes
[50-60)	3	7	2	17	1	0	0	Missing	Other	Circulatory	Diabetes	no	no	yes	yes	no
[60-70)	4	62	0	8	0	0	0	Family/GeneralPractice	Respiratory	Circulatory	Circulatory	no	high	no	no	no
[70-80)	3	61	1	7	0	3	2	Other	Digestive	Other	Other	no	high	no	yes	yes
[70-80)	1	3	0	12	0	2	0	Missing	Respiratory	Circulatory	Circulatory	no	no	no	no	yes
[80-90)	8	49	3	26	0	0	0	InternalMedicine	Circulatory	Other	Respiratory	no	no	yes	yes	no
[80-90)	9	38	2	28	0	0	0	Missing	Other	Circulatory	Diabetes	no	no	yes	yes	yes
[50-60)	3	50	0	16	1	0	0	Missing	Respiratory	Other	Other	no	no	yes	yes	no
[60-70)	3	42	0	11	0	0	0	Surgery	Circulatory	Circulatory	Circulatory	no	no	no	yes	no
[70-80)	3	2	0	9	0	1	0	Emergency/Trauma	Other	Circulatory	Other	no	no	yes	yes	yes
[60-70)	4	65	0	13	0	0	0	InternalMedicine	Circulatory	Diabetes	Circulatory	no	high	no	no	no
[60-70)	3	7	1	22	1	1	0	Missing	Musculoskeletal	Circulatory	Diabetes	no	no	yes	yes	no
[50-60)	1	39	6	17	0	0	0	Cardiology	Circulatory	Diabetes	Circulatory	no	no	no	yes	yes
[50-60)	3	44	0	15	0	0	0	Family/GeneralPractice	Circulatory	Diabetes	Respiratory	no	no	yes	yes	yes
[60-70)	2	22	0	16	0	1	0	Missing	Circulatory	Circulatory	Respiratory	no	no	yes	yes	yes
[40-50)	10	59	1	19	0	12	0	Missing	Other	Other	Diabetes	no	no	no	no	yes
[90-100)	3	56	0	10	0	0	0	Family/GeneralPractice	Other	Respiratory	Digestive	no	no	yes	yes	no
[70-80)	3	21	0	13	0	0	0	InternalMedicine	Other	Other	Other	no	high	yes	yes	yes
[60-70)	2	60	0	9	0	0	0	Missing	Diabetes	Circulatory	Digestive	no	high	no	yes	no
[60-70)	3	60	1	8	3	0	0	InternalMedicine	Digestive	Circulatory	Other	no	no	no	yes	yes
[50-60)	5	51	0	12	0	0	0	InternalMedicine	Respiratory	Respiratory	Diabetes	no	no	no	yes	no
[70-80)	3	42	2	12	0	0	0	Other	Circulatory	Circulatory	Respiratory	no	no	yes	yes	yes
[90-100)	8	91	1	22	0	0	0	Missing	Circulatory	Circulatory	Respiratory	no	no	yes	yes	no
[70-80)	5	40	1	12	0	0	0	Cardiology	Circulatory	Circulatory	Other	no	no	yes	yes	yes
[70-80)	9	53	3	19	0	0	0	InternalMedicine	Other	Other	Digestive	no	high	no	yes	no
[80-90)	3	38	1	15	0	0	0	InternalMedicine	Injury	Injury	Diabetes	no	no	no	no	no
[70-80)	2	43	0	9	0	1	0	InternalMedicine	Respiratory	Circulatory	Digestive	no	no	no	yes	yes
[60-70)	4	43	0	17	0	0	0	Missing	Other	Diabetes	Other	no	no	yes	yes	no
[60-70)	7	33	2	13	0	1	0	InternalMedicine	Circulatory	Other	Other	no	no	no	yes	no
[70-80)	3	18	0	8	0	0	0	Missing	Respiratory	Respiratory	Other	no	no	no	yes	no
[60-70)	7	53	2	27	3	5	2	Missing	Circulatory	Respiratory	Respiratory	no	no	no	no	yes
[80-90)	4	51	3	26	0	0	0	Missing	Musculoskeletal	Other	Circulatory	no	no	yes	yes	no
[70-80)	9	63	5	40	0	0	0	InternalMedicine	Circulatory	Circulatory	Circulatory	no	no	no	yes	yes
[50-60)	8	48	2	25	0	3	0	Missing	Other	Circulatory	Circulatory	no	no	no	no	no
[40-50)	4	2	4	6	0	0	0	Missing	Digestive	Digestive	Digestive	no	no	no	yes	yes
[40-50)	3	59	2	13	0	0	0	Missing	Digestive	Digestive	Other	no	no	yes	yes	no
[50-60)	3	51	0	9	0	1	0	Missing	Diabetes	Diabetes	Circulatory	no	high	no	yes	no
[80-90)	4	30	0	17	0	1	0	Missing	Other	Other	Other	no	no	yes	yes	no
[50-60)	8	38	3	22	2	1	1	Missing	Injury	Other	Diabetes	high	no	no	no	yes
[70-80)	5	66	3	31	0	0	0	Emergency/Trauma	Circulatory	Circulatory	Circulatory	no	high	yes	yes	no
[40-50)	1	42	0	8	0	1	0	Missing	Digestive	Other	Circulatory	no	no	no	no	yes
[70-80)	1	26	1	22	0	0	0	Surgery	Digestive	Other	Circulatory	no	no	no	yes	yes
[60-70)	13	35	0	18	2	1	4	Missing	Other	Diabetes	Circulatory	no	normal	yes	yes	yes
[70-80)	8	41	0	21	0	1	0	Missing	Other	Respiratory	Circulatory	no	no	no	no	yes
[50-60)	1	23	0	9	0	0	0	InternalMedicine	Respiratory	Circulatory	Other	no	no	no	no	no
[80-90)	9	57	0	15	0	0	1	Missing	Other	Circulatory	Injury	no	no	yes	yes	yes
[70-80)	6	50	1	20	0	0	0	InternalMedicine	Respiratory	Circulatory	Diabetes	no	no	yes	yes	yes
[50-60)	2	18	0	9	1	0	0	Other	Other	Other	Other	no	no	no	no	no
[80-90)	4	82	1	17	0	0	0	InternalMedicine	Circulatory	Respiratory	Circulatory	no	no	yes	yes	no
[90-100)	8	54	2	19	0	0	0	InternalMedicine	Digestive	Other	Circulatory	no	no	no	yes	no
[80-90)	1	51	0	7	0	0	0	Cardiology	Respiratory	Injury	Other	no	no	no	no	no
[60-70)	6	54	5	22	0	0	0	Missing	Circulatory	Other	Respiratory	no	no	no	no	no
[60-70)	3	30	2	19	0	0	0	Missing	Circulatory	Respiratory	Diabetes	no	no	yes	yes	no
[60-70)	8	55	4	21	0	1	0	Surgery	Digestive	Injury	Digestive	no	no	no	no	yes
[70-80)	2	53	2	8	0	0	0	Missing	Musculoskeletal	Circulatory	Other	no	no	no	yes	no
[70-80)	7	10	0	13	0	1	0	Other	Other	Other	Circulatory	no	no	yes	yes	no
[60-70)	1	52	0	10	0	0	0	InternalMedicine	Other	Circulatory	Diabetes	no	no	yes	yes	no
[90-100)	4	61	0	13	0	0	0	Missing	Other	Respiratory	Circulatory	no	no	yes	yes	yes
[50-60)	7	70	1	22	0	0	0	Family/GeneralPractice	Other	Circulatory	Circulatory	no	high	yes	yes	no
[70-80)	1	45	0	3	0	0	0	Surgery	Digestive	Circulatory	Diabetes	no	no	no	yes	no
[70-80)	6	56	2	18	0	0	0	Emergency/Trauma	Circulatory	Circulatory	Musculoskeletal	no	high	yes	yes	yes
[50-60)	14	93	3	20	0	0	0	InternalMedicine	Other	Injury	Digestive	high	no	no	no	no
[70-80)	4	2	1	19	0	0	0	Cardiology	Circulatory	Respiratory	Respiratory	no	no	yes	yes	yes
[60-70)	3	54	0	12	0	0	0	Missing	Respiratory	Other	Other	high	no	no	no	no
[60-70)	3	14	3	13	0	0	0	Missing	Circulatory	Respiratory	Other	no	no	no	yes	no
[80-90)	3	52	0	13	0	1	0	Missing	Digestive	Diabetes	Circulatory	no	no	yes	yes	no
[60-70)	2	1	1	15	0	0	0	Emergency/Trauma	Injury	Diabetes	Other	no	no	yes	yes	yes
[80-90)	1	23	0	1	4	0	0	Family/GeneralPractice	Diabetes	Other	Other	normal	no	no	no	no
[70-80)	2	61	1	9	0	0	0	Other	Diabetes	Other	Other	no	no	no	no	yes