Datasets:

prabinpanta0
/

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)	2	1	1	8	0	0	0	Other	Respiratory	Circulatory	Diabetes	no	no	no	no	no
[60-70)	2	38	1	13	0	0	0	Surgery	Musculoskeletal	Diabetes	Other	no	no	no	yes	no
[70-80)	7	75	0	13	0	0	0	Missing	Diabetes	Other	Digestive	no	no	yes	yes	no
[40-50)	8	57	3	19	0	0	0	InternalMedicine	Circulatory	Diabetes	Respiratory	high	high	yes	yes	yes
[60-70)	1	22	6	11	0	0	0	Cardiology	Circulatory	Circulatory	Injury	no	no	no	no	yes
[70-80)	7	82	3	20	0	0	0	Family/GeneralPractice	Circulatory	Other	Other	no	high	no	yes	no
[50-60)	1	1	6	10	0	0	0	Cardiology	Circulatory	Circulatory	Circulatory	no	no	no	yes	no
[60-70)	5	77	2	35	0	0	0	Missing	Digestive	Other	Other	no	no	yes	yes	no
[50-60)	5	57	1	10	0	0	0	Missing	Diabetes	Other	Respiratory	no	no	no	no	no
[70-80)	2	45	2	11	0	0	0	Missing	Digestive	Other	Circulatory	no	normal	yes	yes	yes
[60-70)	3	45	0	17	0	0	0	Missing	Circulatory	Respiratory	Circulatory	no	no	yes	yes	yes
[50-60)	7	35	0	11	0	0	0	Missing	Circulatory	Circulatory	Other	no	no	no	no	yes
[80-90)	3	43	0	8	0	0	0	InternalMedicine	Circulatory	Circulatory	Respiratory	no	no	no	yes	no
[50-60)	2	58	0	7	0	2	2	Emergency/Trauma	Diabetes	Diabetes	Musculoskeletal	no	no	yes	yes	yes
[80-90)	13	52	0	13	0	0	0	Missing	Other	Circulatory	Other	no	no	no	yes	yes
[80-90)	1	29	0	14	0	0	0	Missing	Respiratory	Other	Respiratory	no	no	no	yes	yes
[60-70)	3	52	0	12	0	0	0	Emergency/Trauma	Respiratory	Diabetes	Other	no	no	no	yes	no
[60-70)	2	40	5	3	0	0	0	Emergency/Trauma	Circulatory	Diabetes	Circulatory	no	no	yes	yes	no
[40-50)	7	62	2	23	0	6	0	Other	Digestive	Circulatory	Other	no	no	yes	yes	yes
[60-70)	4	45	0	13	2	0	0	InternalMedicine	Other	Respiratory	Digestive	no	no	yes	yes	no
[60-70)	4	52	0	15	0	0	0	InternalMedicine	Other	Diabetes	Circulatory	high	no	no	yes	yes
[80-90)	1	53	0	10	0	0	0	Missing	Circulatory	Diabetes	Circulatory	no	no	no	no	yes
[70-80)	12	59	1	9	0	0	0	InternalMedicine	Circulatory	Other	Diabetes	no	no	no	yes	yes
[80-90)	8	61	6	9	0	0	0	InternalMedicine	Other	Other	Other	no	no	no	no	no
[80-90)	6	42	0	15	0	0	0	InternalMedicine	Circulatory	Respiratory	Other	no	no	no	yes	no
[50-60)	2	33	0	1	0	0	0	InternalMedicine	Respiratory	Musculoskeletal	Other	no	high	no	no	no
[70-80)	3	39	1	21	0	0	0	Missing	Respiratory	Circulatory	Circulatory	no	no	yes	yes	yes
[50-60)	4	43	1	13	0	0	0	Other	Other	Diabetes	Circulatory	no	high	yes	yes	yes
[70-80)	8	54	0	20	0	1	0	Missing	Other	Circulatory	Other	no	no	yes	yes	yes
[60-70)	8	54	0	11	0	0	0	Family/GeneralPractice	Other	Other	Diabetes	no	high	yes	yes	no
[60-70)	3	39	3	13	0	0	0	Cardiology	Circulatory	Circulatory	Other	no	no	yes	yes	no
[70-80)	4	55	0	7	0	0	0	Missing	Diabetes	Other	Other	no	no	yes	yes	no
[70-80)	4	6	2	16	4	0	0	Missing	Other	Injury	Circulatory	no	no	no	no	no
[80-90)	4	57	2	11	0	3	1	Emergency/Trauma	Other	Other	Other	no	no	no	yes	yes
[70-80)	3	32	0	17	0	2	0	Missing	Circulatory	Circulatory	Circulatory	no	no	yes	yes	yes
[80-90)	11	49	1	27	0	0	0	InternalMedicine	Circulatory	Respiratory	Other	no	no	no	yes	yes
[70-80)	4	17	2	24	0	0	0	Missing	Musculoskeletal	Injury	Musculoskeletal	no	no	yes	yes	no
[40-50)	2	82	1	16	0	0	0	Missing	Other	Other	Respiratory	no	normal	no	yes	yes
[70-80)	3	23	3	12	0	0	0	InternalMedicine	Circulatory	Circulatory	Other	no	no	no	no	no
[60-70)	7	66	4	20	0	2	0	Other	Circulatory	Circulatory	Other	no	no	no	no	no
[80-90)	9	50	0	7	0	1	0	InternalMedicine	Respiratory	Other	Circulatory	no	no	no	yes	yes
[80-90)	3	41	0	11	0	1	0	Other	Circulatory	Circulatory	Other	no	no	yes	yes	yes
[50-60)	4	33	2	15	0	0	0	Missing	Diabetes	Other	Other	no	no	yes	yes	no
[40-50)	4	57	0	14	1	1	7	Missing	Other	Other	Other	no	no	yes	yes	yes
[80-90)	3	39	0	14	0	1	0	InternalMedicine	Other	Other	Circulatory	no	no	yes	yes	no
[60-70)	1	29	5	18	0	0	0	Cardiology	Circulatory	Respiratory	Other	no	no	no	yes	no
[40-50)	7	21	1	19	0	0	0	Missing	Diabetes	Digestive	Other	no	no	yes	yes	no
[50-60)	3	23	1	22	0	0	0	Other	Musculoskeletal	Circulatory	Diabetes	no	no	no	yes	no
[50-60)	4	49	3	18	0	4	0	Other	Injury	Circulatory	Respiratory	no	no	no	yes	yes
[70-80)	7	24	2	15	0	0	0	Missing	Musculoskeletal	Musculoskeletal	Diabetes	no	no	yes	yes	yes
[40-50)	7	27	4	23	1	0	0	Emergency/Trauma	Injury	Other	Diabetes	no	no	no	yes	yes
[80-90)	1	28	1	14	0	0	0	Family/GeneralPractice	Circulatory	Circulatory	Other	no	no	yes	yes	no
[60-70)	6	52	4	25	0	0	1	Missing	Circulatory	Diabetes	Other	no	high	yes	yes	yes
[60-70)	1	29	2	15	0	1	0	Surgery	Injury	Circulatory	Diabetes	no	no	no	yes	no
[50-60)	3	42	3	20	0	0	0	Emergency/Trauma	Circulatory	Circulatory	Circulatory	no	no	yes	yes	no
[60-70)	2	62	0	8	0	4	0	Family/GeneralPractice	Circulatory	Other	Other	no	no	no	no	yes
[80-90)	3	40	0	10	0	2	0	Emergency/Trauma	Other	Circulatory	Other	no	no	no	yes	yes
[50-60)	4	53	0	5	0	0	0	Emergency/Trauma	Other	Circulatory	Musculoskeletal	no	no	no	yes	no
[80-90)	4	40	0	9	0	0	0	Missing	Circulatory	Other	Circulatory	no	no	no	no	no
[70-80)	4	53	0	16	0	0	0	Missing	Circulatory	Circulatory	Circulatory	no	no	no	yes	yes
[60-70)	1	20	6	17	0	0	0	Other	Circulatory	Respiratory	Circulatory	no	no	no	no	yes
[80-90)	6	17	1	21	0	0	0	Missing	Circulatory	Circulatory	Other	high	no	yes	yes	no
[50-60)	3	38	0	8	0	0	0	Missing	Injury	Injury	Circulatory	no	no	yes	yes	no
[40-50)	4	57	2	19	0	0	0	InternalMedicine	Digestive	Digestive	Other	normal	no	no	no	no
[50-60)	14	59	2	23	0	2	0	Family/GeneralPractice	Circulatory	Injury	Other	no	no	yes	yes	yes
[60-70)	3	44	1	17	0	0	0	Other	Injury	Other	Circulatory	no	no	no	no	yes
[80-90)	9	49	0	17	0	0	0	Missing	Circulatory	Circulatory	Circulatory	no	high	no	no	no
[70-80)	7	51	2	16	0	0	0	Other	Injury	Circulatory	Diabetes	no	no	no	no	no
[70-80)	10	97	5	35	0	0	0	Emergency/Trauma	Diabetes	Other	Other	no	high	yes	yes	no
[40-50)	4	54	0	15	0	0	0	Missing	Other	Other	Other	no	high	yes	yes	yes
[90-100)	1	42	0	10	0	0	0	Family/GeneralPractice	Circulatory	Circulatory	Other	no	no	no	yes	no
[40-50)	1	27	0	13	1	2	0	Cardiology	Respiratory	Diabetes	Diabetes	high	no	yes	yes	yes
[50-60)	5	58	0	8	0	0	0	Missing	Diabetes	Missing	Missing	no	high	no	yes	no
[60-70)	5	59	0	10	0	0	0	Missing	Injury	Diabetes	Respiratory	no	no	no	yes	yes
[50-60)	2	42	1	14	0	1	0	Family/GeneralPractice	Circulatory	Other	Other	no	no	no	yes	yes
[70-80)	4	72	4	21	0	1	0	InternalMedicine	Digestive	Circulatory	Circulatory	no	no	no	yes	no
[70-80)	4	58	3	29	0	0	0	Other	Injury	Circulatory	Other	no	no	no	no	no
[60-70)	8	55	3	18	0	1	0	Other	Other	Other	Other	no	no	no	no	yes
[70-80)	6	39	6	28	0	0	0	Cardiology	Circulatory	Respiratory	Circulatory	no	no	yes	yes	yes
[70-80)	1	44	0	7	0	1	0	Missing	Circulatory	Diabetes	Circulatory	no	no	no	no	no
[60-70)	1	4	0	25	0	1	0	Missing	Circulatory	Circulatory	Diabetes	no	no	no	yes	no
[80-90)	2	54	0	16	0	0	0	Missing	Digestive	Diabetes	Circulatory	no	no	no	no	no
[60-70)	6	37	1	19	0	0	0	Other	Other	Other	Circulatory	no	no	no	no	no
[70-80)	3	66	1	18	0	0	1	InternalMedicine	Respiratory	Digestive	Diabetes	no	no	yes	yes	no
[40-50)	3	34	3	22	0	0	0	Family/GeneralPractice	Digestive	Digestive	Digestive	no	no	yes	yes	yes
[70-80)	5	40	0	24	8	2	1	Missing	Other	Diabetes	Circulatory	no	no	no	yes	no
[50-60)	4	33	2	7	0	0	0	Emergency/Trauma	Digestive	Circulatory	Other	no	no	no	no	no
[40-50)	3	71	1	12	2	3	0	Other	Other	Diabetes	Other	no	high	yes	yes	no
[60-70)	6	83	2	26	0	3	0	Missing	Other	Respiratory	Circulatory	high	no	no	no	yes
[60-70)	8	38	1	14	0	0	0	Missing	Musculoskeletal	Other	Other	no	no	no	no	no
[50-60)	4	38	2	9	0	1	0	Surgery	Digestive	Injury	Digestive	no	no	no	no	yes
[70-80)	1	22	1	11	6	0	2	Other	Musculoskeletal	Other	Diabetes	normal	no	no	yes	yes
[80-90)	1	49	1	11	0	1	0	Missing	Digestive	Circulatory	Respiratory	no	no	no	no	yes
[40-50)	6	38	2	14	0	0	0	Missing	Respiratory	Other	Other	no	no	no	yes	no
[70-80)	4	25	1	9	0	1	0	Missing	Other	Other	Circulatory	normal	no	no	yes	yes
[50-60)	1	31	1	8	0	0	0	Cardiology	Injury	Other	Circulatory	no	no	no	yes	yes
[60-70)	8	69	0	26	0	0	0	Other	Diabetes	Circulatory	Circulatory	no	no	no	yes	no
[80-90)	1	48	0	11	2	0	0	Missing	Other	Circulatory	Diabetes	no	no	yes	yes	yes
[70-80)	2	5	1	13	0	0	0	Missing	Musculoskeletal	Circulatory	Diabetes	no	no	yes	yes	no
[80-90)	5	44	0	13	0	0	0	Missing	Other	Respiratory	Other	no	no	no	yes	no

Subsets and Splits