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)	4	42	0	16	0	0	0	Missing	Digestive	Circulatory	Respiratory	no	no	yes	yes	no
[70-80)	8	57	1	18	1	0	0	Other	Diabetes	Diabetes	Musculoskeletal	no	no	no	yes	yes
[60-70)	3	55	1	25	2	0	0	Missing	Respiratory	Respiratory	Other	no	no	yes	yes	no
[50-60)	3	61	6	23	0	0	0	InternalMedicine	Circulatory	Diabetes	Digestive	no	high	yes	yes	yes
[70-80)	2	24	2	11	0	0	0	Cardiology	Circulatory	Diabetes	Circulatory	no	no	no	yes	no
[70-80)	2	39	0	12	0	1	1	InternalMedicine	Respiratory	Other	Diabetes	no	no	no	yes	yes
[60-70)	5	14	0	11	1	1	0	Missing	Other	Other	Other	no	no	no	yes	no
[40-50)	1	42	0	18	0	0	0	Emergency/Trauma	Respiratory	Other	Musculoskeletal	no	no	yes	yes	no
[60-70)	1	40	0	5	0	0	0	Missing	Respiratory	Diabetes	Digestive	no	no	no	yes	no
[80-90)	7	74	0	20	13	0	0	Missing	Other	Circulatory	Injury	no	no	yes	yes	yes
[80-90)	3	1	0	20	0	1	0	Other	Circulatory	Respiratory	Circulatory	no	no	yes	yes	yes
[70-80)	11	56	5	24	0	1	0	Missing	Other	Digestive	Other	no	no	yes	yes	no
[60-70)	2	43	1	24	0	0	0	Family/GeneralPractice	Circulatory	Diabetes	Digestive	no	no	yes	yes	no
[50-60)	2	49	5	10	0	0	0	Cardiology	Circulatory	Circulatory	Other	no	no	no	no	yes
[70-80)	4	61	0	21	14	2	2	Family/GeneralPractice	Respiratory	Circulatory	Circulatory	no	no	yes	yes	yes
[60-70)	6	41	1	24	0	3	0	Missing	Diabetes	Other	Digestive	no	no	yes	yes	yes
[80-90)	3	22	2	19	0	1	0	Missing	Injury	Respiratory	Other	high	no	yes	yes	yes
[70-80)	5	36	0	13	0	0	0	Missing	Musculoskeletal	Other	Other	no	no	no	yes	yes
[60-70)	6	52	0	24	0	0	0	Missing	Respiratory	Circulatory	Other	no	no	yes	yes	yes
[40-50)	1	47	0	10	0	0	0	Family/GeneralPractice	Respiratory	Other	Diabetes	no	high	yes	yes	no
[60-70)	5	8	2	14	0	0	0	Family/GeneralPractice	Respiratory	Circulatory	Respiratory	no	no	no	no	no
[60-70)	1	34	1	10	0	0	0	Cardiology	Circulatory	Diabetes	Other	no	no	no	yes	yes
[50-60)	2	42	2	17	0	0	0	Cardiology	Circulatory	Circulatory	Digestive	no	no	yes	yes	yes
[50-60)	5	66	4	23	1	0	0	Missing	Circulatory	Respiratory	Digestive	no	no	yes	yes	no
[80-90)	5	17	0	9	0	1	1	Missing	Circulatory	Other	Other	normal	no	no	no	no
[60-70)	7	43	1	16	0	0	0	Missing	Diabetes	Circulatory	Other	no	no	yes	yes	no
[60-70)	13	54	1	12	6	0	1	Missing	Diabetes	Other	Respiratory	no	high	yes	yes	no
[60-70)	2	49	0	14	0	1	0	Missing	Digestive	Other	Respiratory	no	no	yes	yes	yes
[70-80)	4	59	0	8	0	1	0	Family/GeneralPractice	Digestive	Other	Digestive	no	no	no	yes	no
[50-60)	4	1	1	13	0	0	0	Missing	Circulatory	Circulatory	Diabetes	no	no	no	yes	no
[60-70)	2	43	4	14	2	0	0	Other	Musculoskeletal	Circulatory	Diabetes	no	no	yes	yes	yes
[60-70)	3	20	2	9	1	0	0	Other	Musculoskeletal	Circulatory	Circulatory	no	normal	no	yes	no
[70-80)	8	56	5	38	0	0	0	Cardiology	Circulatory	Circulatory	Injury	no	no	no	no	yes
[70-80)	3	40	0	11	0	0	0	Missing	Circulatory	Circulatory	Other	no	no	no	yes	yes
[70-80)	3	56	0	8	0	1	0	Missing	Circulatory	Other	Circulatory	no	no	yes	yes	yes
[60-70)	5	98	4	24	0	1	0	Cardiology	Circulatory	Circulatory	Circulatory	no	high	no	no	no
[50-60)	5	86	1	18	0	0	0	Missing	Circulatory	Respiratory	Other	no	no	yes	yes	no
[90-100)	3	64	1	15	0	0	0	Missing	Injury	Other	Injury	no	normal	yes	yes	no
[60-70)	6	59	0	7	0	2	0	Missing	Other	Other	Other	no	no	no	no	no
[60-70)	5	2	0	19	0	0	0	InternalMedicine	Respiratory	Circulatory	Circulatory	no	no	no	yes	yes
[50-60)	2	18	1	10	0	0	0	Missing	Digestive	Musculoskeletal	Digestive	no	no	yes	yes	no
[90-100)	5	1	0	9	0	0	0	Emergency/Trauma	Other	Other	Other	no	no	yes	yes	yes
[70-80)	2	27	0	4	0	0	0	Missing	Other	Circulatory	Other	no	no	no	no	no
[40-50)	6	55	2	17	0	10	0	Family/GeneralPractice	Circulatory	Diabetes	Circulatory	no	no	no	yes	yes
[70-80)	3	60	0	7	3	0	0	Missing	Other	Other	Other	no	high	no	no	no
[70-80)	2	73	0	15	0	1	0	Family/GeneralPractice	Respiratory	Other	Other	no	no	yes	yes	yes
[70-80)	1	26	1	11	0	3	0	Cardiology	Other	Other	Circulatory	no	no	yes	yes	yes
[50-60)	2	1	0	15	0	0	0	Family/GeneralPractice	Diabetes	Circulatory	Circulatory	no	no	yes	yes	no
[70-80)	1	35	0	8	0	0	0	Family/GeneralPractice	Respiratory	Diabetes	Circulatory	no	no	no	yes	no
[70-80)	4	66	1	28	4	0	0	InternalMedicine	Other	Other	Musculoskeletal	no	no	yes	yes	yes
[70-80)	6	81	6	26	0	0	0	Surgery	Circulatory	Circulatory	Circulatory	no	no	no	no	no
[70-80)	4	32	2	27	0	0	0	Other	Musculoskeletal	Diabetes	Musculoskeletal	no	no	no	yes	no
[80-90)	3	25	1	14	0	0	0	Emergency/Trauma	Circulatory	Circulatory	Diabetes	no	no	yes	yes	no
[60-70)	11	55	0	28	1	4	0	Missing	Respiratory	Circulatory	Other	no	no	no	yes	yes
[50-60)	2	1	3	18	2	0	2	InternalMedicine	Other	Other	Circulatory	no	no	yes	yes	yes
[70-80)	12	23	0	13	0	1	0	Other	Other	Musculoskeletal	Musculoskeletal	no	no	no	yes	yes
[80-90)	4	44	0	11	0	0	0	InternalMedicine	Circulatory	Circulatory	Circulatory	no	no	yes	yes	no
[70-80)	3	1	1	11	0	0	0	Emergency/Trauma	Circulatory	Circulatory	Diabetes	no	no	no	yes	yes
[60-70)	2	47	0	11	0	0	0	InternalMedicine	Circulatory	Other	Digestive	no	no	no	yes	no
[50-60)	7	44	3	25	0	0	0	Family/GeneralPractice	Circulatory	Diabetes	Diabetes	no	no	yes	yes	yes
[70-80)	8	74	5	16	0	2	0	InternalMedicine	Other	Other	Other	no	no	no	yes	no
[50-60)	1	27	0	11	0	0	0	Missing	Respiratory	Diabetes	Circulatory	no	no	yes	yes	no
[40-50)	1	24	0	11	0	0	0	Missing	Other	Diabetes	Digestive	no	no	yes	yes	no
[50-60)	3	50	1	8	0	0	0	Other	Other	Other	Other	no	no	yes	yes	no
[70-80)	5	35	3	17	0	0	0	Missing	Circulatory	Circulatory	Circulatory	no	no	yes	yes	no
[70-80)	7	38	1	10	0	2	0	Missing	Other	Respiratory	Other	no	no	no	no	no
[60-70)	7	44	1	21	1	1	3	Family/GeneralPractice	Respiratory	Diabetes	Other	no	no	yes	yes	yes
[80-90)	6	67	6	23	4	0	0	Cardiology	Circulatory	Circulatory	Circulatory	no	no	no	yes	yes
[60-70)	8	61	3	49	0	0	0	Missing	Circulatory	Circulatory	Circulatory	no	no	yes	yes	no
[40-50)	1	16	0	11	1	1	1	InternalMedicine	Circulatory	Diabetes	Other	high	no	no	yes	no
[80-90)	6	51	6	50	0	0	0	Cardiology	Circulatory	Circulatory	Other	no	no	yes	yes	yes
[70-80)	13	59	3	22	0	0	0	Emergency/Trauma	Diabetes	Other	Other	no	no	yes	yes	yes
[70-80)	6	51	1	18	0	1	0	Cardiology	Other	Other	Digestive	no	no	yes	yes	no
[50-60)	6	79	3	21	0	0	0	Missing	Respiratory	Circulatory	Circulatory	no	no	no	no	no
[50-60)	7	41	4	29	0	0	0	Other	Other	Other	Circulatory	no	no	yes	yes	yes
[60-70)	2	62	0	8	0	1	2	InternalMedicine	Other	Other	Diabetes	no	no	no	yes	yes
[60-70)	3	48	1	22	0	0	0	Other	Musculoskeletal	Diabetes	Other	no	no	yes	yes	no
[60-70)	2	48	0	3	0	0	0	Missing	Other	Respiratory	Other	no	no	no	no	no
[70-80)	4	25	0	10	0	0	0	Missing	Other	Diabetes	Diabetes	no	no	no	yes	no
[70-80)	1	66	0	11	0	0	0	Emergency/Trauma	Respiratory	Circulatory	Circulatory	no	normal	no	yes	yes
[80-90)	5	84	4	15	0	0	0	Missing	Injury	Other	Respiratory	no	no	yes	yes	no
[60-70)	8	34	3	22	0	2	0	Missing	Injury	Circulatory	Other	no	no	no	no	no
[80-90)	6	42	1	23	0	0	0	Family/GeneralPractice	Circulatory	Circulatory	Other	no	no	no	yes	yes
[80-90)	1	42	0	11	0	0	0	Cardiology	Circulatory	Circulatory	Circulatory	no	high	no	yes	no
[80-90)	4	38	0	15	0	0	0	Missing	Circulatory	Circulatory	Circulatory	no	no	no	no	yes
[60-70)	9	66	1	16	1	5	0	Missing	Circulatory	Other	Circulatory	no	high	yes	yes	yes
[50-60)	5	18	1	15	0	0	1	Missing	Musculoskeletal	Other	Diabetes	high	no	yes	yes	no
[80-90)	8	34	2	13	0	1	0	Missing	Other	Circulatory	Diabetes	no	no	no	yes	no
[40-50)	1	45	0	16	0	2	0	Missing	Respiratory	Circulatory	Other	no	no	yes	yes	yes
[70-80)	5	48	1	22	0	0	0	Other	Musculoskeletal	Other	Circulatory	no	no	no	yes	yes
[50-60)	1	15	1	10	0	0	0	Surgery	Musculoskeletal	Diabetes	Circulatory	no	no	no	no	no
[60-70)	4	45	4	21	0	0	0	Missing	Other	Other	Injury	no	normal	yes	yes	yes
[50-60)	1	35	5	18	0	0	0	Cardiology	Circulatory	Circulatory	Diabetes	no	no	no	no	no
[60-70)	2	9	1	14	0	0	0	Missing	Respiratory	Circulatory	Circulatory	no	no	no	yes	no
[60-70)	2	61	4	11	0	0	0	Missing	Circulatory	Circulatory	Circulatory	no	no	yes	yes	no
[80-90)	14	77	1	30	0	0	0	Missing	Circulatory	Other	Circulatory	no	normal	no	no	yes
[80-90)	2	66	0	24	0	0	0	Missing	Digestive	Injury	Other	no	high	yes	yes	yes
[70-80)	5	12	0	6	0	1	0	Missing	Other	Other	Other	normal	no	no	no	yes
[70-80)	2	61	3	15	0	0	0	Family/GeneralPractice	Respiratory	Diabetes	Other	no	no	yes	yes	no
[50-60)	10	37	1	24	0	0	0	Missing	Other	Diabetes	Circulatory	no	no	no	no	yes