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
[50-60)	2	20	3	18	0	1	1	Other	Circulatory	Circulatory	Digestive	no	no	no	no	yes
[60-70)	2	63	2	17	0	1	0	Cardiology	Circulatory	Circulatory	Diabetes	no	no	no	yes	no
[80-90)	10	65	0	19	0	0	0	Missing	Other	Circulatory	Musculoskeletal	no	no	no	yes	no
[70-80)	9	19	0	20	0	0	0	Missing	Musculoskeletal	Other	Diabetes	no	no	no	yes	yes
[50-60)	7	47	3	36	0	0	0	Missing	Digestive	Respiratory	Circulatory	no	no	yes	yes	no
[70-80)	9	41	2	29	0	0	1	Missing	Injury	Other	Circulatory	no	no	no	yes	yes
[70-80)	8	44	0	18	0	0	0	Missing	Injury	Circulatory	Other	no	normal	no	yes	no
[70-80)	4	54	1	11	0	0	0	Emergency/Trauma	Other	Other	Diabetes	no	no	no	no	no
[50-60)	7	49	1	23	0	0	0	Surgery	Other	Respiratory	Respiratory	no	no	no	no	no
[60-70)	6	46	0	8	0	0	0	Emergency/Trauma	Circulatory	Circulatory	Circulatory	no	high	no	yes	no
[80-90)	1	36	0	12	0	0	0	Missing	Circulatory	Circulatory	Respiratory	no	no	no	yes	yes
[60-70)	10	76	3	10	0	1	0	Family/GeneralPractice	Other	Other	Other	no	no	yes	yes	no
[70-80)	6	64	4	18	0	0	0	Surgery	Circulatory	Other	Respiratory	no	no	no	yes	no
[50-60)	1	29	0	13	0	2	0	Other	Other	Other	Other	no	no	no	yes	yes
[70-80)	5	63	0	12	0	1	0	InternalMedicine	Circulatory	Respiratory	Diabetes	no	no	yes	yes	yes
[50-60)	4	48	0	11	0	0	0	Family/GeneralPractice	Other	Respiratory	Other	no	normal	no	no	no
[60-70)	1	18	0	6	2	0	0	Cardiology	Circulatory	Circulatory	Other	high	no	yes	yes	no
[70-80)	1	51	0	12	0	1	0	Cardiology	Circulatory	Circulatory	Circulatory	no	no	no	yes	yes
[70-80)	4	41	1	11	0	1	0	InternalMedicine	Diabetes	Circulatory	Circulatory	high	no	no	no	yes
[60-70)	2	42	3	7	0	0	0	Cardiology	Circulatory	Circulatory	Circulatory	no	no	yes	yes	no
[50-60)	1	33	1	8	0	0	0	Other	Other	Circulatory	Circulatory	no	no	no	yes	no
[80-90)	3	42	0	12	13	1	0	Missing	Other	Other	Other	no	no	no	no	yes
[90-100)	5	62	0	12	0	2	0	Missing	Other	Other	Circulatory	no	no	no	yes	no
[60-70)	9	61	3	17	0	0	0	Emergency/Trauma	Circulatory	Circulatory	Circulatory	no	no	no	yes	yes
[70-80)	10	48	4	30	1	1	0	Missing	Other	Injury	Injury	no	no	yes	yes	no
[60-70)	2	39	2	15	0	1	0	Family/GeneralPractice	Circulatory	Diabetes	Other	no	no	no	yes	no
[80-90)	4	2	0	7	0	0	0	InternalMedicine	Respiratory	Circulatory	Circulatory	no	no	no	yes	yes
[50-60)	3	36	3	10	0	0	0	InternalMedicine	Respiratory	Digestive	Circulatory	no	no	no	no	no
[70-80)	2	11	4	20	0	0	0	Missing	Circulatory	Injury	Circulatory	no	no	no	yes	no
[50-60)	1	1	0	17	1	1	5	InternalMedicine	Musculoskeletal	Circulatory	Other	no	no	yes	yes	no
[60-70)	3	48	0	15	0	1	1	Missing	Musculoskeletal	Circulatory	Musculoskeletal	no	no	yes	yes	no
[50-60)	1	24	1	10	0	0	0	Emergency/Trauma	Digestive	Digestive	Diabetes	no	no	no	yes	no
[60-70)	3	44	1	36	0	0	0	Other	Musculoskeletal	Musculoskeletal	Other	no	no	yes	yes	yes
[40-50)	6	58	2	11	0	0	0	Missing	Other	Other	Diabetes	no	no	yes	yes	no
[70-80)	1	4	0	11	0	0	0	Missing	Circulatory	Diabetes	Circulatory	no	no	no	yes	yes
[60-70)	4	76	0	20	0	2	0	InternalMedicine	Respiratory	Circulatory	Diabetes	no	no	no	yes	yes
[90-100)	5	72	0	34	0	1	0	Emergency/Trauma	Respiratory	Respiratory	Respiratory	no	no	yes	yes	no
[90-100)	8	30	0	10	1	1	0	Family/GeneralPractice	Respiratory	Other	Circulatory	no	no	yes	yes	no
[60-70)	6	50	0	6	0	0	0	Other	Other	Other	Diabetes	no	high	yes	yes	no
[60-70)	3	9	3	9	0	0	0	Missing	Circulatory	Circulatory	Digestive	no	no	no	yes	no
[70-80)	4	52	2	20	0	2	0	Surgery	Circulatory	Circulatory	Circulatory	no	no	no	no	no
[60-70)	1	40	0	7	0	1	0	Other	Other	Circulatory	Diabetes	no	no	no	no	no
[40-50)	4	87	2	11	0	0	0	Other	Other	Other	Other	no	no	no	yes	yes
[50-60)	6	65	0	26	0	0	1	Emergency/Trauma	Respiratory	Respiratory	Other	no	no	yes	yes	yes
[70-80)	2	37	1	4	0	0	0	InternalMedicine	Other	Other	Other	no	no	no	yes	no
[70-80)	1	48	0	10	0	2	0	Missing	Circulatory	Diabetes	Other	high	no	no	yes	no
[70-80)	3	47	0	11	0	0	0	InternalMedicine	Other	Diabetes	Other	no	no	yes	yes	no
[60-70)	4	54	0	23	1	0	0	InternalMedicine	Respiratory	Diabetes	Respiratory	no	no	yes	yes	yes
[80-90)	3	63	1	28	0	0	0	Emergency/Trauma	Respiratory	Other	Diabetes	no	no	yes	yes	yes
[60-70)	4	47	0	11	0	2	0	Emergency/Trauma	Digestive	Diabetes	Circulatory	no	no	yes	yes	yes
[70-80)	12	28	0	20	0	0	0	Other	Other	Circulatory	Respiratory	no	no	no	yes	yes
[70-80)	5	37	1	19	0	0	0	Emergency/Trauma	Injury	Diabetes	Respiratory	no	no	yes	yes	no
[70-80)	8	55	0	16	0	0	0	Missing	Other	Respiratory	Circulatory	no	normal	yes	yes	no
[60-70)	6	59	5	18	0	2	0	InternalMedicine	Injury	Circulatory	Diabetes	no	high	no	no	yes
[50-60)	7	38	1	18	0	2	0	Cardiology	Circulatory	Circulatory	Respiratory	no	no	no	yes	yes
[80-90)	2	47	0	13	0	0	0	Missing	Digestive	Other	Other	no	no	no	yes	yes
[60-70)	3	51	0	17	0	1	0	Missing	Circulatory	Circulatory	Other	no	normal	yes	yes	yes
[40-50)	3	23	1	14	4	0	0	Missing	Other	Respiratory	Circulatory	normal	no	no	no	no
[70-80)	9	39	0	19	3	1	0	Missing	Other	Other	Circulatory	no	no	no	yes	no
[80-90)	3	12	0	11	0	0	0	Missing	Respiratory	Circulatory	Circulatory	no	no	yes	yes	yes
[60-70)	3	31	0	15	0	0	0	Missing	Diabetes	Other	Other	no	high	yes	yes	yes
[50-60)	4	35	0	11	0	2	0	Missing	Diabetes	Circulatory	Digestive	no	no	yes	yes	yes
[50-60)	4	53	0	7	0	0	0	Missing	Other	Diabetes	Circulatory	no	no	no	yes	no
[60-70)	11	55	1	20	0	0	0	InternalMedicine	Respiratory	Respiratory	Circulatory	no	no	no	yes	no
[60-70)	4	31	2	14	0	0	0	Other	Circulatory	Circulatory	Diabetes	no	no	yes	yes	no
[60-70)	3	54	0	20	0	2	0	Family/GeneralPractice	Respiratory	Circulatory	Respiratory	no	no	no	no	no
[50-60)	3	35	3	10	0	1	0	Missing	Digestive	Other	Digestive	no	no	yes	yes	yes
[70-80)	1	72	0	4	0	0	0	Family/GeneralPractice	Circulatory	Other	Circulatory	no	no	no	yes	no
[70-80)	1	3	0	10	0	0	0	Missing	Other	Other	Other	no	no	no	no	no
[50-60)	11	63	5	18	0	0	0	Missing	Injury	Injury	Other	no	no	no	no	yes
[50-60)	5	67	0	23	2	0	0	Missing	Other	Other	Other	no	no	yes	yes	no
[70-80)	3	38	2	8	0	0	0	InternalMedicine	Digestive	Other	Other	no	no	no	yes	yes
[60-70)	4	44	0	15	0	0	0	Missing	Diabetes	Respiratory	Other	no	no	yes	yes	no
[50-60)	11	53	2	37	0	0	0	Missing	Other	Diabetes	Circulatory	no	no	no	yes	no
[90-100)	3	43	0	13	0	3	1	Missing	Digestive	Other	Other	no	no	yes	yes	yes
[70-80)	7	69	2	34	4	2	0	Missing	Other	Circulatory	Circulatory	no	no	no	no	yes
[80-90)	3	2	2	7	0	0	0	Missing	Digestive	Other	Circulatory	no	no	yes	yes	yes
[70-80)	1	49	1	11	0	1	0	InternalMedicine	Other	Other	Other	no	no	no	no	no
[80-90)	1	26	1	11	0	0	0	InternalMedicine	Injury	Other	Other	no	no	no	yes	yes
[80-90)	6	60	0	20	4	0	1	Missing	Digestive	Other	Diabetes	no	no	no	no	yes
[70-80)	6	8	0	8	0	1	0	Emergency/Trauma	Digestive	Other	Circulatory	no	no	yes	yes	no
[70-80)	3	58	1	10	0	0	0	Missing	Diabetes	Other	Digestive	no	no	no	yes	no
[90-100)	3	62	0	12	0	2	0	Other	Diabetes	Other	Other	no	no	yes	yes	no
[70-80)	12	80	0	15	0	0	0	Missing	Other	Circulatory	Diabetes	high	no	no	yes	yes
[70-80)	3	33	1	11	0	0	0	Other	Other	Other	Diabetes	no	no	no	yes	yes
[70-80)	4	59	0	23	1	3	1	Missing	Circulatory	Respiratory	Circulatory	no	no	no	yes	yes
[70-80)	3	39	0	18	0	0	1	Missing	Injury	Other	Other	no	no	no	no	yes
[50-60)	1	32	3	10	0	0	0	Cardiology	Circulatory	Circulatory	Other	no	no	yes	yes	no
[90-100)	7	38	1	19	0	1	0	Missing	Digestive	Circulatory	Circulatory	no	no	yes	yes	no
[50-60)	3	53	0	21	2	1	0	Missing	Digestive	Respiratory	Other	no	normal	no	yes	yes
[50-60)	4	26	3	11	0	0	0	Surgery	Injury	Musculoskeletal	Other	no	no	yes	yes	yes
[50-60)	3	35	1	9	0	0	1	Emergency/Trauma	Injury	Other	Other	no	no	no	yes	no
[50-60)	2	44	2	14	0	0	0	Other	Other	Respiratory	Circulatory	no	no	yes	yes	yes
[60-70)	1	46	2	9	0	0	0	InternalMedicine	Circulatory	Circulatory	Circulatory	no	no	no	no	no
[50-60)	3	6	6	12	1	0	0	Missing	Other	Digestive	Digestive	no	no	no	yes	no
[50-60)	4	44	3	43	0	1	0	Missing	Circulatory	Circulatory	Circulatory	no	no	yes	yes	no
[60-70)	11	68	4	32	0	0	0	Missing	Digestive	Diabetes	Digestive	no	no	yes	yes	yes
[90-100)	2	10	0	5	0	0	0	Missing	Circulatory	Other	Circulatory	no	no	no	yes	no
[70-80)	12	31	5	45	0	0	0	InternalMedicine	Digestive	Digestive	Other	no	no	yes	yes	no
[70-80)	5	73	0	20	0	5	0	InternalMedicine	Circulatory	Respiratory	Respiratory	no	no	no	yes	yes