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)	6	38	3	16	0	1	0	Other	Injury	Circulatory	Other	no	no	no	yes	no
[70-80)	11	70	6	29	0	1	0	Missing	Circulatory	Circulatory	Respiratory	no	no	yes	yes	yes
[70-80)	4	43	0	18	3	1	0	InternalMedicine	Circulatory	Other	Diabetes	no	no	yes	yes	yes
[80-90)	3	75	0	6	0	0	0	InternalMedicine	Circulatory	Other	Circulatory	no	no	no	no	yes
[70-80)	8	69	1	26	1	3	0	Missing	Other	Other	Other	no	high	yes	yes	no
[50-60)	4	30	1	16	0	6	1	Surgery	Injury	Other	Other	no	no	yes	yes	yes
[70-80)	1	30	1	15	0	0	0	Other	Other	Other	Circulatory	no	no	yes	yes	no
[80-90)	6	50	0	10	0	0	0	InternalMedicine	Other	Respiratory	Diabetes	no	no	no	yes	no
[60-70)	1	42	3	16	0	0	0	Cardiology	Circulatory	Circulatory	Circulatory	no	no	no	yes	no
[80-90)	3	11	0	18	0	0	0	Missing	Circulatory	Circulatory	Diabetes	no	no	no	yes	yes
[50-60)	2	27	0	5	0	0	0	Missing	Injury	Injury	Injury	no	no	no	yes	no
[70-80)	6	32	5	18	0	0	0	Cardiology	Circulatory	Circulatory	Circulatory	no	no	no	yes	yes
[60-70)	4	55	1	16	0	0	0	Missing	Respiratory	Respiratory	Diabetes	no	high	yes	yes	yes
[60-70)	8	79	3	21	0	0	0	Missing	Other	Respiratory	Diabetes	no	high	yes	yes	no
[80-90)	2	31	3	3	0	0	0	Other	Other	Respiratory	Circulatory	no	high	no	yes	no
[50-60)	1	39	0	16	0	0	1	InternalMedicine	Respiratory	Circulatory	Respiratory	no	no	no	yes	yes
[70-80)	7	73	3	14	5	0	0	Missing	Digestive	Other	Other	no	no	no	yes	no
[80-90)	2	76	3	15	0	0	0	Missing	Circulatory	Circulatory	Diabetes	no	high	yes	yes	yes
[60-70)	4	2	2	11	1	0	0	Missing	Respiratory	Other	Musculoskeletal	no	no	yes	yes	no
[80-90)	4	30	0	17	0	2	0	Emergency/Trauma	Digestive	Circulatory	Other	no	no	no	no	no
[50-60)	2	50	2	17	0	2	0	Family/GeneralPractice	Other	Other	Circulatory	no	high	yes	yes	no
[80-90)	8	47	1	10	0	0	0	Missing	Digestive	Digestive	Other	no	no	no	yes	no
[90-100)	2	34	0	5	0	0	0	InternalMedicine	Circulatory	Other	Other	no	no	no	no	no
[70-80)	2	41	0	9	0	0	0	InternalMedicine	Circulatory	Diabetes	Other	no	high	no	yes	no
[60-70)	2	17	0	2	0	0	0	Emergency/Trauma	Musculoskeletal	Musculoskeletal	Musculoskeletal	no	no	yes	yes	no
[80-90)	10	73	2	11	0	0	0	Missing	Circulatory	Other	Circulatory	no	normal	no	yes	yes
[60-70)	3	66	0	4	0	1	0	Family/GeneralPractice	Circulatory	Respiratory	Diabetes	no	no	no	no	no
[70-80)	7	90	0	21	0	2	0	Missing	Circulatory	Circulatory	Respiratory	no	high	yes	yes	no
[70-80)	4	67	2	14	0	2	1	InternalMedicine	Other	Circulatory	Musculoskeletal	no	no	no	yes	yes
[70-80)	2	47	0	8	0	0	0	Family/GeneralPractice	Respiratory	Diabetes	Missing	no	no	no	yes	yes
[80-90)	1	50	0	12	0	1	0	Emergency/Trauma	Respiratory	Respiratory	Circulatory	no	no	no	yes	no
[50-60)	2	53	0	17	2	1	0	Missing	Respiratory	Other	Circulatory	no	normal	yes	yes	yes
[90-100)	6	65	0	23	0	1	0	Emergency/Trauma	Circulatory	Circulatory	Respiratory	no	no	yes	yes	yes
[70-80)	3	4	0	14	0	0	0	Missing	Circulatory	Respiratory	Other	no	no	no	yes	yes
[40-50)	1	56	2	14	0	0	0	Other	Other	Other	Diabetes	no	no	no	no	no
[50-60)	8	50	2	22	0	5	0	Missing	Diabetes	Musculoskeletal	Circulatory	no	no	no	no	yes
[90-100)	3	60	1	17	0	0	0	Family/GeneralPractice	Other	Diabetes	Circulatory	no	no	yes	yes	no
[50-60)	3	62	0	6	0	0	0	Missing	Respiratory	Circulatory	Diabetes	no	high	no	yes	yes
[60-70)	2	57	0	13	1	0	0	Missing	Respiratory	Diabetes	Circulatory	no	no	no	yes	no
[80-90)	3	70	1	18	0	0	0	Emergency/Trauma	Respiratory	Digestive	Diabetes	no	no	yes	yes	no
[60-70)	3	37	0	10	0	0	0	Emergency/Trauma	Circulatory	Diabetes	Other	no	no	no	yes	yes
[60-70)	5	68	1	19	0	0	0	Missing	Respiratory	Respiratory	Circulatory	no	no	yes	yes	yes
[60-70)	8	61	2	23	0	3	0	Missing	Other	Circulatory	Respiratory	no	no	yes	yes	yes
[70-80)	4	50	0	17	2	3	1	Missing	Other	Respiratory	Respiratory	no	no	yes	yes	yes
[70-80)	4	43	0	19	0	4	0	Missing	Musculoskeletal	Circulatory	Circulatory	no	no	no	yes	yes
[40-50)	1	53	0	11	0	0	0	Emergency/Trauma	Respiratory	Circulatory	Circulatory	no	high	no	no	no
[50-60)	3	38	0	19	0	0	0	Emergency/Trauma	Diabetes	Other	Other	no	no	yes	yes	no
[50-60)	3	13	3	46	0	1	0	Missing	Circulatory	Circulatory	Respiratory	no	normal	yes	yes	no
[80-90)	3	43	0	12	0	1	1	Missing	Circulatory	Other	Circulatory	no	no	no	yes	yes
[80-90)	9	64	1	27	0	1	0	Missing	Circulatory	Other	Circulatory	no	no	yes	yes	no
[90-100)	3	53	0	24	0	0	0	Emergency/Trauma	Respiratory	Respiratory	Circulatory	no	no	no	yes	yes
[90-100)	2	1	2	15	0	0	0	Surgery	Other	Other	Circulatory	no	no	yes	yes	no
[80-90)	7	38	0	17	0	0	0	Missing	Circulatory	Other	Respiratory	no	normal	no	yes	yes
[60-70)	9	61	3	30	0	0	0	Missing	Circulatory	Respiratory	Respiratory	no	no	yes	yes	no
[60-70)	5	43	2	7	0	0	0	Missing	Other	Other	Circulatory	no	no	yes	yes	yes
[60-70)	2	30	0	19	0	5	0	InternalMedicine	Other	Circulatory	Diabetes	no	no	yes	yes	yes
[50-60)	4	73	1	7	0	0	0	Missing	Other	Other	Other	no	no	yes	yes	no
[60-70)	8	35	3	28	0	1	0	Surgery	Other	Other	Diabetes	no	no	no	yes	no
[60-70)	1	51	0	15	1	0	0	Family/GeneralPractice	Respiratory	Digestive	Other	no	no	yes	yes	yes
[80-90)	6	47	1	23	9	2	0	Missing	Respiratory	Respiratory	Respiratory	no	no	yes	yes	yes
[50-60)	2	49	0	23	1	2	0	Missing	Other	Respiratory	Other	no	normal	yes	yes	yes
[70-80)	3	81	5	22	0	0	0	Missing	Other	Circulatory	Other	no	high	yes	yes	yes
[90-100)	5	75	0	6	0	1	0	Missing	Digestive	Other	Diabetes	high	no	no	no	no
[40-50)	13	84	6	47	0	0	1	Missing	Other	Respiratory	Other	no	no	yes	yes	no
[40-50)	4	55	1	23	0	0	0	Emergency/Trauma	Musculoskeletal	Other	Other	no	no	no	no	no
[50-60)	1	42	0	9	0	2	4	Missing	Respiratory	Diabetes	Circulatory	no	no	no	yes	yes
[50-60)	4	44	6	19	0	0	0	Missing	Circulatory	Circulatory	Other	no	no	no	yes	no
[60-70)	10	63	5	20	0	1	0	InternalMedicine	Digestive	Circulatory	Other	no	no	no	no	no
[50-60)	2	19	2	13	0	1	0	Missing	Injury	Other	Diabetes	no	no	yes	yes	no
[60-70)	3	32	1	30	0	0	0	Missing	Musculoskeletal	Circulatory	Diabetes	no	no	yes	yes	no
[50-60)	4	59	0	10	0	0	0	InternalMedicine	Respiratory	Diabetes	Other	no	high	yes	yes	no
[50-60)	1	29	6	13	0	0	1	Cardiology	Circulatory	Respiratory	Diabetes	no	no	no	no	no
[60-70)	1	38	2	10	0	0	0	Missing	Other	Diabetes	Missing	high	no	no	no	no
[70-80)	5	62	1	24	1	1	0	Missing	Circulatory	Other	Other	no	no	no	no	yes
[40-50)	1	22	0	11	1	1	0	Cardiology	Respiratory	Diabetes	Other	high	no	yes	yes	yes
[80-90)	10	9	0	9	0	0	0	Other	Other	Other	Circulatory	no	no	yes	yes	no
[70-80)	1	33	0	5	0	0	0	Family/GeneralPractice	Diabetes	Circulatory	Other	no	no	no	no	no
[80-90)	3	48	2	27	0	0	0	Missing	Circulatory	Respiratory	Injury	no	no	no	yes	no
[50-60)	1	1	1	23	0	0	0	Missing	Other	Digestive	Diabetes	no	no	yes	yes	no
[50-60)	3	47	1	12	0	0	0	Emergency/Trauma	Respiratory	Other	Other	no	no	yes	yes	no
[80-90)	4	50	1	8	0	0	0	Missing	Musculoskeletal	Other	Other	no	no	yes	yes	yes
[70-80)	10	43	2	25	1	1	0	Other	Respiratory	Circulatory	Other	no	no	no	yes	yes
[70-80)	7	61	1	13	0	0	0	InternalMedicine	Digestive	Other	Circulatory	no	no	yes	yes	yes
[50-60)	5	58	3	8	0	0	0	InternalMedicine	Diabetes	Other	Other	no	high	yes	yes	yes
[80-90)	4	66	0	22	2	0	0	Emergency/Trauma	Circulatory	Circulatory	Circulatory	no	high	no	yes	yes
[40-50)	2	73	3	9	0	0	0	Cardiology	Circulatory	Other	Other	no	no	no	no	yes
[60-70)	2	44	0	10	0	2	0	Family/GeneralPractice	Circulatory	Other	Diabetes	no	no	yes	yes	no
[80-90)	7	45	0	15	0	0	0	Missing	Other	Diabetes	Circulatory	no	no	yes	yes	yes
[70-80)	4	49	3	11	0	0	0	Other	Other	Diabetes	Circulatory	no	no	no	yes	yes
[40-50)	7	80	1	28	0	0	3	Missing	Diabetes	Other	Diabetes	no	high	yes	yes	yes
[80-90)	8	63	0	18	0	0	0	Missing	Musculoskeletal	Other	Musculoskeletal	no	no	no	no	yes
[70-80)	1	36	0	6	1	1	0	Missing	Other	Circulatory	Respiratory	no	no	no	no	yes
[70-80)	2	51	1	13	0	0	0	Cardiology	Other	Other	Diabetes	no	no	no	yes	no
[60-70)	9	63	0	11	0	3	0	InternalMedicine	Other	Other	Other	no	no	no	yes	no
[70-80)	8	66	2	14	0	0	0	Emergency/Trauma	Other	Other	Circulatory	no	no	no	no	no
[50-60)	6	73	3	21	0	2	0	Missing	Respiratory	Respiratory	Circulatory	no	no	no	yes	yes
[50-60)	5	1	6	21	0	0	0	Missing	Circulatory	Circulatory	Other	no	no	yes	yes	no
[50-60)	4	38	0	12	0	0	0	Missing	Respiratory	Diabetes	Other	no	no	yes	yes	no
[70-80)	13	61	1	24	0	0	0	Missing	Other	Injury	Other	no	no	no	yes	yes
[80-90)	3	49	0	13	0	0	0	Missing	Respiratory	Circulatory	Circulatory	no	no	no	yes	yes