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
[60-70)	1	34	0	6	0	0	0	InternalMedicine	Digestive	Other	Diabetes	no	high	no	yes	no
[80-90)	8	24	1	28	0	0	0	Missing	Diabetes	Other	Respiratory	normal	no	yes	yes	yes
[70-80)	1	4	1	9	0	0	0	Missing	Respiratory	Respiratory	Other	no	no	yes	yes	yes
[70-80)	2	9	1	13	5	2	0	Surgery	Digestive	Digestive	Digestive	normal	no	no	no	no
[70-80)	3	40	1	14	0	0	2	Missing	Diabetes	Other	Circulatory	no	no	no	no	yes
[70-80)	4	58	0	17	0	1	0	Emergency/Trauma	Musculoskeletal	Circulatory	Digestive	no	no	yes	yes	yes
[80-90)	5	36	1	21	0	2	0	Emergency/Trauma	Digestive	Digestive	Digestive	no	no	yes	yes	yes
[70-80)	4	20	0	21	0	0	0	Missing	Respiratory	Other	Circulatory	high	no	yes	yes	no
[60-70)	4	32	6	20	0	0	0	Missing	Circulatory	Circulatory	Injury	no	no	yes	yes	yes
[50-60)	11	52	4	23	0	1	0	Missing	Circulatory	Respiratory	Circulatory	no	no	yes	yes	no
[70-80)	1	1	1	11	0	0	0	Missing	Circulatory	Circulatory	Circulatory	no	no	no	no	no
[50-60)	7	42	0	26	1	1	0	Missing	Injury	Other	Other	no	no	yes	yes	yes
[80-90)	1	48	0	5	0	0	0	Emergency/Trauma	Digestive	Respiratory	Respiratory	no	high	yes	yes	no
[50-60)	3	14	6	20	0	0	0	Other	Musculoskeletal	Other	Diabetes	no	no	yes	yes	no
[70-80)	4	34	2	15	0	1	0	Missing	Respiratory	Other	Other	no	no	no	yes	yes
[60-70)	3	38	1	16	0	0	0	Family/GeneralPractice	Other	Other	Circulatory	no	no	yes	yes	no
[70-80)	7	34	2	18	0	1	0	Missing	Digestive	Other	Circulatory	no	no	no	yes	yes
[80-90)	6	50	0	21	0	0	0	Missing	Other	Other	Other	no	no	yes	yes	no
[50-60)	5	67	0	15	0	0	0	Cardiology	Circulatory	Respiratory	Diabetes	no	high	yes	yes	yes
[70-80)	5	61	4	17	0	2	0	Missing	Respiratory	Other	Other	no	no	yes	yes	no
[70-80)	4	67	0	12	0	0	0	InternalMedicine	Respiratory	Respiratory	Diabetes	no	no	yes	yes	no
[50-60)	3	66	1	17	0	3	0	Emergency/Trauma	Digestive	Diabetes	Digestive	no	no	yes	yes	yes
[70-80)	5	26	1	29	0	3	1	Missing	Injury	Respiratory	Other	no	no	no	yes	no
[50-60)	9	70	4	14	0	0	0	Other	Other	Other	Diabetes	no	high	yes	yes	no
[70-80)	2	48	0	13	0	0	0	Missing	Circulatory	Circulatory	Diabetes	no	no	yes	yes	yes
[60-70)	1	5	0	8	4	0	0	Missing	Digestive	Diabetes	Respiratory	no	high	yes	yes	no
[70-80)	8	70	0	22	3	0	0	InternalMedicine	Circulatory	Circulatory	Respiratory	no	normal	no	yes	no
[70-80)	3	37	1	16	0	0	0	Surgery	Digestive	Other	Circulatory	no	no	no	no	no
[50-60)	2	58	1	10	0	0	0	InternalMedicine	Musculoskeletal	Diabetes	Circulatory	high	no	no	yes	no
[60-70)	2	39	5	14	0	0	0	Cardiology	Circulatory	Circulatory	Diabetes	no	no	no	no	no
[70-80)	2	12	0	7	0	0	0	Missing	Circulatory	Circulatory	Diabetes	no	no	yes	yes	no
[70-80)	3	38	2	36	0	0	0	Missing	Musculoskeletal	Circulatory	Diabetes	no	no	yes	yes	yes
[90-100)	12	38	0	13	0	1	0	Missing	Other	Other	Other	no	no	no	yes	no
[50-60)	8	66	3	29	2	0	0	Missing	Other	Respiratory	Other	no	no	no	no	no
[70-80)	2	39	0	16	0	0	0	Missing	Injury	Injury	Other	no	no	yes	yes	no
[60-70)	8	58	0	25	0	0	0	Missing	Musculoskeletal	Respiratory	Respiratory	no	no	yes	yes	no
[80-90)	9	18	0	16	1	1	0	Missing	Circulatory	Circulatory	Circulatory	high	no	yes	yes	yes
[60-70)	1	42	3	12	0	0	0	Surgery	Circulatory	Diabetes	Other	no	no	no	yes	yes
[80-90)	4	71	0	15	1	0	0	Missing	Circulatory	Other	Circulatory	no	normal	yes	yes	no
[50-60)	6	59	6	60	0	0	0	Surgery	Circulatory	Circulatory	Circulatory	no	no	no	no	no
[40-50)	5	45	3	27	0	0	0	Emergency/Trauma	Circulatory	Respiratory	Circulatory	no	no	no	no	no
[50-60)	2	71	1	14	0	0	3	Emergency/Trauma	Other	Diabetes	Other	no	high	yes	yes	no
[80-90)	6	48	2	25	0	0	0	Missing	Injury	Other	Circulatory	no	no	no	no	yes
[70-80)	3	47	3	10	0	0	0	Missing	Other	Other	Digestive	no	no	no	yes	no
[70-80)	1	33	0	16	0	0	0	Missing	Diabetes	Other	Other	no	no	yes	yes	yes
[70-80)	2	67	0	15	0	2	0	Family/GeneralPractice	Respiratory	Circulatory	Circulatory	no	high	no	yes	yes
[70-80)	11	76	2	23	0	0	0	InternalMedicine	Other	Other	Other	no	no	yes	yes	yes
[50-60)	2	65	0	13	0	0	0	InternalMedicine	Digestive	Other	Other	no	normal	no	yes	no
[50-60)	3	50	0	7	0	2	0	Missing	Other	Other	Diabetes	no	no	no	no	no
[60-70)	6	46	5	13	0	0	0	Missing	Circulatory	Circulatory	Other	no	no	yes	yes	no
[80-90)	2	48	1	18	0	0	0	Missing	Injury	Respiratory	Circulatory	no	no	no	no	no
[60-70)	3	44	0	19	0	0	0	Missing	Other	Other	Other	no	no	no	yes	no
[60-70)	4	59	0	7	0	0	0	Missing	Diabetes	Other	Other	no	normal	yes	yes	yes
[50-60)	1	77	1	24	0	0	0	Missing	Circulatory	Respiratory	Other	no	normal	no	no	no
[80-90)	4	76	0	24	1	1	0	Missing	Other	Respiratory	Other	no	no	no	no	no
[50-60)	14	74	2	25	0	1	0	Family/GeneralPractice	Circulatory	Circulatory	Other	no	no	no	no	yes
[70-80)	1	26	6	18	0	2	0	Surgery	Circulatory	Other	Respiratory	no	no	no	yes	yes
[60-70)	1	34	1	11	0	1	0	Missing	Respiratory	Respiratory	Circulatory	no	no	no	yes	no
[70-80)	6	75	6	22	0	0	0	Missing	Circulatory	Injury	Circulatory	no	no	no	yes	no
[70-80)	8	69	0	16	2	0	0	Emergency/Trauma	Other	Diabetes	Other	no	high	yes	yes	no
[50-60)	1	40	0	6	0	0	0	Missing	Circulatory	Diabetes	Musculoskeletal	no	no	no	yes	no
[50-60)	12	10	0	12	0	0	1	Other	Other	Other	Diabetes	high	no	no	yes	no
[70-80)	5	37	0	9	0	1	0	InternalMedicine	Other	Circulatory	Diabetes	no	no	yes	yes	no
[70-80)	3	9	2	8	0	0	0	Emergency/Trauma	Diabetes	Other	Circulatory	no	no	no	no	no
[60-70)	10	47	0	20	0	0	0	Missing	Circulatory	Other	Diabetes	no	no	no	yes	yes
[40-50)	10	43	2	28	1	3	1	Missing	Circulatory	Other	Diabetes	no	no	yes	yes	yes
[90-100)	3	17	0	19	0	1	0	Missing	Respiratory	Other	Other	normal	no	no	yes	no
[50-60)	2	34	0	8	0	0	0	Family/GeneralPractice	Musculoskeletal	Respiratory	Diabetes	no	no	no	yes	yes
[80-90)	2	1	0	16	0	0	0	Emergency/Trauma	Circulatory	Other	Diabetes	no	no	yes	yes	no
[70-80)	3	69	1	13	0	0	0	Family/GeneralPractice	Circulatory	Other	Other	no	no	no	no	yes
[50-60)	4	53	1	26	1	0	0	Missing	Other	Circulatory	Diabetes	no	no	yes	yes	no
[70-80)	3	54	0	22	0	0	0	Missing	Circulatory	Circulatory	Circulatory	no	high	yes	yes	yes
[50-60)	1	46	0	9	0	0	3	Missing	Other	Diabetes	Circulatory	no	no	no	yes	no
[50-60)	2	57	0	4	2	0	0	Surgery	Digestive	Digestive	Other	no	no	no	no	yes
[60-70)	1	37	1	7	0	0	0	Missing	Other	Circulatory	Other	no	no	no	yes	yes
[40-50)	2	50	0	9	0	0	0	Missing	Diabetes	Other	Other	no	normal	yes	yes	no
[60-70)	1	27	0	7	0	0	0	Cardiology	Circulatory	Diabetes	Other	no	no	yes	yes	no
[60-70)	12	67	1	24	0	0	0	Missing	Diabetes	Circulatory	Other	no	no	no	yes	no
[70-80)	4	72	0	17	0	2	0	Missing	Respiratory	Other	Circulatory	no	normal	no	yes	no
[60-70)	5	41	0	17	0	0	0	InternalMedicine	Circulatory	Other	Circulatory	no	no	no	no	no
[50-60)	2	10	2	10	0	0	0	Missing	Other	Other	Diabetes	no	no	yes	yes	no
[70-80)	6	41	6	21	0	0	0	InternalMedicine	Circulatory	Circulatory	Other	no	no	no	yes	yes
[70-80)	5	36	0	14	0	0	0	InternalMedicine	Circulatory	Diabetes	Other	no	no	no	yes	no
[80-90)	2	2	0	10	0	0	0	Cardiology	Circulatory	Circulatory	Diabetes	no	no	yes	yes	yes
[70-80)	3	81	1	26	1	1	3	Missing	Circulatory	Other	Other	no	no	no	no	yes
[50-60)	3	49	5	20	0	0	0	Missing	Circulatory	Digestive	Circulatory	no	no	no	no	yes
[80-90)	9	34	3	11	0	0	0	Surgery	Circulatory	Circulatory	Injury	no	no	no	yes	no
[70-80)	7	39	0	8	0	0	0	Missing	Circulatory	Circulatory	Circulatory	no	no	no	no	no
[70-80)	4	51	0	9	0	0	1	Missing	Other	Other	Other	no	high	no	no	no
[90-100)	6	32	2	17	0	0	0	Missing	Injury	Other	Other	no	no	yes	yes	yes
[40-50)	6	54	0	10	0	0	1	Other	Other	Other	Other	no	no	no	yes	yes
[60-70)	2	69	0	20	0	0	0	Missing	Circulatory	Other	Other	no	high	yes	yes	no
[40-50)	8	69	1	21	0	1	0	Missing	Other	Other	Diabetes	no	no	yes	yes	no
[70-80)	4	61	0	4	0	0	0	InternalMedicine	Digestive	Other	Digestive	no	no	no	no	no
[80-90)	4	16	0	24	0	0	0	Missing	Circulatory	Respiratory	Circulatory	no	no	yes	yes	yes
[80-90)	8	62	1	17	0	0	0	Missing	Circulatory	Respiratory	Diabetes	no	no	yes	yes	yes
[70-80)	7	57	0	10	0	0	0	Missing	Diabetes	Other	Other	no	no	yes	yes	no
[80-90)	3	21	0	11	1	0	0	Cardiology	Digestive	Other	Respiratory	normal	no	no	no	yes
[90-100)	3	37	0	15	0	0	0	Emergency/Trauma	Respiratory	Respiratory	Diabetes	no	high	yes	yes	no
[80-90)	2	62	1	7	0	3	0	InternalMedicine	Digestive	Other	Other	no	no	no	no	no