Datasets:

prabinpanta0
/

genki_hospital

Dataset card Viewer Files Files and versions Community

Split (1)

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
[70-80)	13	64	3	13	0	1	0	Other	Other	Circulatory	Other	no	no	no	yes	yes
[40-50)	6	48	1	33	1	0	0	Surgery	Digestive	Circulatory	Circulatory	no	no	yes	yes	no
[90-100)	3	60	1	9	0	0	0	Surgery	Digestive	Other	Circulatory	no	no	yes	yes	yes
[70-80)	3	19	1	13	0	0	0	Missing	Other	Other	Diabetes	high	no	yes	yes	yes
[60-70)	3	14	0	14	1	1	0	Cardiology	Circulatory	Other	Diabetes	no	no	no	yes	yes
[70-80)	3	59	0	11	0	1	0	InternalMedicine	Respiratory	Diabetes	Circulatory	no	no	no	yes	yes
[50-60)	1	55	1	18	0	0	0	Family/GeneralPractice	Digestive	Digestive	Diabetes	no	no	no	yes	no
[40-50)	1	69	1	23	1	2	2	Emergency/Trauma	Other	Diabetes	Circulatory	no	no	yes	yes	no
[50-60)	6	53	0	17	0	0	0	Family/GeneralPractice	Circulatory	Respiratory	Circulatory	no	no	no	yes	yes
[50-60)	1	16	2	10	2	0	0	Missing	Other	Diabetes	Circulatory	no	no	no	yes	no
[80-90)	6	62	1	15	0	1	0	Missing	Digestive	Injury	Digestive	no	no	no	yes	yes
[60-70)	6	7	2	28	1	0	0	Missing	Musculoskeletal	Diabetes	Other	no	no	yes	yes	yes
[80-90)	3	47	0	19	0	3	1	Missing	Other	Other	Diabetes	no	no	no	yes	yes
[80-90)	10	67	0	30	1	0	1	Missing	Circulatory	Circulatory	Other	no	normal	yes	yes	yes
[70-80)	4	42	0	19	0	4	0	Missing	Circulatory	Respiratory	Circulatory	no	no	yes	yes	yes
[50-60)	3	16	3	8	0	0	0	Missing	Digestive	Circulatory	Circulatory	no	no	no	no	no
[80-90)	7	62	0	22	1	5	0	Missing	Circulatory	Circulatory	Respiratory	no	no	no	no	yes
[70-80)	7	35	2	29	0	1	0	Missing	Injury	Circulatory	Respiratory	no	no	yes	yes	yes
[80-90)	2	54	0	13	0	2	0	InternalMedicine	Respiratory	Other	Diabetes	no	no	yes	yes	no
[40-50)	1	43	5	13	0	0	0	Cardiology	Circulatory	Circulatory	Other	no	no	no	yes	no
[50-60)	6	44	0	22	1	1	0	Missing	Respiratory	Other	Diabetes	no	high	yes	yes	no
[60-70)	12	45	0	33	0	0	0	InternalMedicine	Circulatory	Diabetes	Diabetes	no	no	yes	yes	yes
[50-60)	4	4	1	22	1	0	0	Surgery	Musculoskeletal	Circulatory	Other	no	no	no	yes	no
[60-70)	1	43	0	14	0	0	0	Missing	Respiratory	Circulatory	Diabetes	no	no	yes	yes	no
[60-70)	2	59	1	14	0	0	0	Missing	Circulatory	Other	Other	no	high	yes	yes	no
[50-60)	3	40	0	9	0	0	0	Emergency/Trauma	Other	Diabetes	Circulatory	no	no	yes	yes	no
[60-70)	9	29	1	10	0	0	0	Emergency/Trauma	Diabetes	Other	Other	no	no	yes	yes	yes
[80-90)	3	32	0	13	0	1	0	Missing	Other	Circulatory	Diabetes	no	no	no	no	yes
[90-100)	4	43	0	14	3	0	0	Missing	Respiratory	Circulatory	Other	no	no	yes	yes	no
[50-60)	2	36	3	14	0	0	0	Emergency/Trauma	Circulatory	Circulatory	Diabetes	no	high	yes	yes	no
[80-90)	2	42	0	4	0	0	0	Missing	Other	Circulatory	Other	no	no	no	no	yes
[40-50)	5	72	0	19	0	0	0	Emergency/Trauma	Other	Other	Diabetes	no	no	yes	yes	yes
[60-70)	6	31	4	11	0	0	0	Cardiology	Circulatory	Circulatory	Injury	no	no	no	yes	no
[70-80)	5	28	3	6	0	1	0	Missing	Other	Other	Digestive	no	no	no	yes	yes
[80-90)	2	30	2	9	1	3	0	Surgery	Diabetes	Circulatory	Other	no	no	no	no	yes
[70-80)	2	44	0	14	0	0	0	Missing	Circulatory	Circulatory	Other	no	no	yes	yes	no
[70-80)	2	20	0	8	0	0	0	InternalMedicine	Circulatory	Other	Diabetes	high	no	yes	yes	no
[60-70)	6	1	1	19	1	0	0	Missing	Respiratory	Respiratory	Respiratory	no	no	no	yes	no
[50-60)	7	32	0	1	0	0	0	Emergency/Trauma	Respiratory	Respiratory	Respiratory	no	no	yes	yes	no
[80-90)	4	37	0	10	0	2	0	Missing	Circulatory	Circulatory	Circulatory	no	no	yes	yes	yes
[90-100)	4	35	0	8	0	1	0	InternalMedicine	Circulatory	Circulatory	Diabetes	no	no	no	yes	no
[80-90)	1	44	0	10	1	2	2	Missing	Digestive	Respiratory	Diabetes	no	no	yes	yes	yes
[70-80)	5	72	0	15	0	2	0	InternalMedicine	Diabetes	Other	Other	no	high	yes	yes	no
[90-100)	4	53	1	14	1	0	1	InternalMedicine	Circulatory	Other	Other	no	no	no	no	yes
[80-90)	9	52	3	18	0	1	2	Missing	Circulatory	Circulatory	Circulatory	no	no	no	no	yes
[80-90)	7	44	5	16	2	0	0	Surgery	Other	Other	Digestive	no	no	no	yes	no
[80-90)	2	57	1	10	0	1	0	InternalMedicine	Digestive	Circulatory	Circulatory	no	no	no	no	no
[60-70)	4	43	0	9	2	1	0	Missing	Injury	Digestive	Other	no	no	yes	yes	yes
[50-60)	2	34	0	8	0	1	0	Missing	Circulatory	Other	Other	no	no	no	no	no
[80-90)	7	7	3	5	0	2	0	Missing	Digestive	Circulatory	Circulatory	no	no	no	no	yes
[60-70)	6	76	0	13	0	1	0	Missing	Circulatory	Diabetes	Other	no	no	no	no	no
[50-60)	9	62	1	30	1	0	0	InternalMedicine	Other	Other	Respiratory	no	no	yes	yes	yes
[50-60)	3	32	3	20	0	0	0	Surgery	Injury	Circulatory	Other	no	no	yes	yes	yes
[60-70)	4	52	0	32	1	1	0	Missing	Diabetes	Circulatory	Respiratory	no	no	no	yes	yes
[70-80)	3	18	1	17	0	0	0	Other	Musculoskeletal	Other	Diabetes	no	no	yes	yes	no
[70-80)	5	34	2	20	0	0	0	Other	Injury	Other	Circulatory	no	no	no	yes	no
[70-80)	8	51	2	33	0	0	0	Other	Musculoskeletal	Circulatory	Circulatory	no	no	yes	yes	no
[80-90)	3	47	0	4	0	0	0	Emergency/Trauma	Circulatory	Circulatory	Respiratory	no	no	no	no	yes
[70-80)	1	40	4	14	0	1	0	Cardiology	Circulatory	Other	Other	no	no	no	no	no
[60-70)	1	30	1	26	0	0	0	Missing	Circulatory	Respiratory	Diabetes	no	no	no	no	no
[60-70)	2	1	0	11	0	0	0	Missing	Respiratory	Other	Circulatory	no	no	no	yes	yes
[80-90)	11	63	0	29	0	0	0	Cardiology	Circulatory	Other	Respiratory	no	no	yes	yes	yes
[80-90)	3	40	0	7	0	3	0	Emergency/Trauma	Other	Other	Other	no	no	no	no	no
[70-80)	3	43	2	22	0	0	0	Missing	Musculoskeletal	Other	Diabetes	no	no	yes	yes	no
[60-70)	7	46	0	11	2	3	0	Missing	Other	Other	Circulatory	no	no	no	no	yes
[40-50)	2	48	0	7	0	0	0	Missing	Digestive	Diabetes	Other	no	high	no	yes	no
[40-50)	9	61	0	19	0	0	0	Missing	Other	Other	Circulatory	no	no	no	no	no
[60-70)	2	45	2	25	0	1	1	Emergency/Trauma	Digestive	Respiratory	Circulatory	no	no	yes	yes	yes
[70-80)	1	43	1	22	0	0	0	InternalMedicine	Circulatory	Other	Diabetes	no	no	yes	yes	yes
[70-80)	1	40	0	8	0	0	0	InternalMedicine	Other	Other	Other	no	no	yes	yes	no
[80-90)	2	52	0	10	1	0	0	Missing	Respiratory	Diabetes	Other	no	no	yes	yes	no
[50-60)	8	67	5	46	0	0	0	Cardiology	Circulatory	Circulatory	Diabetes	no	no	yes	yes	no
[60-70)	6	58	4	21	0	0	0	Other	Other	Diabetes	Circulatory	no	no	no	yes	yes
[40-50)	1	46	2	3	7	0	0	Missing	Other	Other	Diabetes	no	no	no	yes	yes
[60-70)	12	42	3	10	0	0	0	Family/GeneralPractice	Diabetes	Musculoskeletal	Musculoskeletal	no	no	yes	yes	yes
[50-60)	4	20	1	29	0	0	0	Other	Musculoskeletal	Respiratory	Diabetes	no	no	yes	yes	yes
[40-50)	2	56	0	13	0	0	1	InternalMedicine	Other	Diabetes	Other	no	no	yes	yes	yes
[40-50)	4	41	2	19	0	0	0	Missing	Injury	Other	Circulatory	no	no	no	no	no
[40-50)	4	54	0	21	6	1	1	Missing	Other	Other	Other	no	high	yes	yes	yes
[80-90)	1	10	0	8	1	2	0	Missing	Other	Diabetes	Circulatory	no	no	no	no	yes
[70-80)	3	40	3	16	0	0	0	Surgery	Musculoskeletal	Other	Diabetes	no	normal	no	yes	no
[50-60)	2	44	0	18	0	0	0	Missing	Respiratory	Diabetes	Other	no	no	no	yes	yes
[80-90)	5	65	0	9	0	0	0	Emergency/Trauma	Other	Other	Other	no	high	no	no	no
[60-70)	4	49	2	20	0	0	0	Missing	Digestive	Circulatory	Other	no	no	yes	yes	no
[80-90)	4	21	0	22	0	0	0	Missing	Musculoskeletal	Musculoskeletal	Diabetes	no	no	yes	yes	yes
[60-70)	5	16	2	23	0	0	0	Missing	Digestive	Other	Circulatory	normal	no	no	yes	no
[70-80)	7	90	0	28	0	0	0	Cardiology	Circulatory	Respiratory	Other	no	high	yes	yes	no
[60-70)	8	48	0	20	0	0	0	Missing	Other	Respiratory	Other	no	high	no	yes	no
[70-80)	2	2	0	14	0	1	0	Missing	Respiratory	Diabetes	Other	no	no	yes	yes	no
[50-60)	2	62	0	14	0	0	0	Missing	Respiratory	Diabetes	Respiratory	no	high	yes	yes	yes
[60-70)	3	46	3	10	0	0	0	Emergency/Trauma	Circulatory	Circulatory	Circulatory	no	no	yes	yes	no
[70-80)	6	1	0	13	0	0	0	Family/GeneralPractice	Respiratory	Respiratory	Diabetes	no	no	no	yes	yes
[70-80)	6	48	6	30	0	0	0	Missing	Circulatory	Diabetes	Circulatory	no	no	yes	yes	no
[80-90)	3	56	1	15	0	0	0	Missing	Circulatory	Circulatory	Other	no	no	no	no	yes
[50-60)	2	32	0	7	0	0	0	Family/GeneralPractice	Other	Other	Diabetes	no	high	no	yes	no
[60-70)	11	68	2	23	2	5	0	Family/GeneralPractice	Circulatory	Circulatory	Respiratory	no	no	yes	yes	yes
[40-50)	3	40	2	24	0	0	0	Missing	Musculoskeletal	Respiratory	Respiratory	no	no	yes	yes	yes
[40-50)	3	58	0	14	0	0	0	Missing	Other	Respiratory	Other	no	no	yes	yes	yes
[70-80)	3	43	1	11	0	0	1	InternalMedicine	Circulatory	Other	Circulatory	no	no	yes	yes	no
[70-80)	2	37	1	18	2	1	0	Surgery	Musculoskeletal	Circulatory	Diabetes	no	no	no	yes	yes