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)	5	58	3	24	2	1	0	Cardiology	Respiratory	Circulatory	Circulatory	no	no	yes	yes	yes
[50-60)	2	35	0	7	0	0	0	Missing	Circulatory	Circulatory	Other	no	no	yes	yes	no
[50-60)	5	65	0	16	0	1	0	Missing	Other	Diabetes	Respiratory	no	no	yes	yes	yes
[50-60)	6	18	2	21	0	0	0	Missing	Other	Injury	Digestive	no	no	no	yes	no
[80-90)	6	38	0	19	2	2	0	InternalMedicine	Other	Circulatory	Other	no	no	no	no	no
[50-60)	6	41	5	27	0	2	0	Other	Other	Other	Respiratory	no	no	no	yes	yes
[50-60)	12	61	6	52	0	0	0	Missing	Circulatory	Respiratory	Circulatory	no	high	no	yes	no
[80-90)	4	1	0	14	0	1	0	Missing	Other	Respiratory	Other	no	no	yes	yes	yes
[50-60)	7	65	2	15	0	7	0	Missing	Other	Other	Other	no	no	no	yes	yes
[70-80)	4	62	1	23	0	1	0	InternalMedicine	Respiratory	Respiratory	Other	no	no	yes	yes	no
[40-50)	1	19	1	14	0	0	0	Missing	Circulatory	Circulatory	Circulatory	no	no	no	yes	yes
[60-70)	9	52	0	21	1	6	0	Missing	Other	Other	Diabetes	no	no	yes	yes	yes
[80-90)	4	28	1	20	0	0	0	Other	Musculoskeletal	Other	Diabetes	no	no	no	yes	yes
[60-70)	9	56	0	8	0	0	0	Missing	Other	Respiratory	Other	no	normal	no	no	no
[70-80)	2	1	0	6	0	0	0	Missing	Other	Circulatory	Other	no	no	no	no	no
[60-70)	2	51	4	14	0	0	0	Other	Respiratory	Injury	Diabetes	no	no	no	no	yes
[80-90)	2	1	0	5	0	0	0	Missing	Other	Diabetes	Other	no	no	no	yes	no
[60-70)	7	54	0	15	0	1	0	Missing	Respiratory	Circulatory	Other	no	no	no	no	no
[70-80)	3	5	1	21	1	0	0	Missing	Musculoskeletal	Respiratory	Other	no	no	no	yes	yes
[60-70)	4	42	1	13	0	1	0	Family/GeneralPractice	Circulatory	Respiratory	Circulatory	no	no	yes	yes	yes
[60-70)	12	9	2	10	0	0	1	Emergency/Trauma	Digestive	Other	Other	no	no	no	yes	yes
[80-90)	3	26	0	9	0	0	0	Missing	Other	Circulatory	Respiratory	no	no	yes	yes	no
[40-50)	3	59	0	10	3	0	1	Missing	Other	Diabetes	Other	no	no	no	no	no
[50-60)	1	3	4	10	0	0	0	Other	Circulatory	Circulatory	Other	no	no	no	yes	yes
[50-60)	1	18	0	17	2	1	0	Family/GeneralPractice	Respiratory	Respiratory	Diabetes	high	no	yes	yes	yes
[70-80)	6	47	0	20	0	0	0	Missing	Respiratory	Diabetes	Other	no	high	no	yes	no
[50-60)	5	46	0	19	0	3	0	Missing	Circulatory	Respiratory	Circulatory	no	high	no	yes	no
[40-50)	9	75	2	25	0	0	0	Surgery	Digestive	Injury	Respiratory	normal	no	no	no	no
[70-80)	5	69	2	30	0	0	0	Missing	Diabetes	Circulatory	Other	no	no	yes	yes	yes
[50-60)	1	33	0	11	0	1	0	Missing	Respiratory	Respiratory	Diabetes	no	no	yes	yes	yes
[60-70)	1	29	1	20	0	1	0	Missing	Injury	Circulatory	Circulatory	no	no	yes	yes	yes
[40-50)	1	25	0	7	0	0	0	Cardiology	Circulatory	Circulatory	Diabetes	no	no	yes	yes	yes
[70-80)	6	53	3	31	0	0	0	Missing	Diabetes	Injury	Other	no	no	yes	yes	no
[80-90)	2	20	0	10	0	0	0	Family/GeneralPractice	Circulatory	Respiratory	Circulatory	high	no	yes	yes	no
[80-90)	11	44	1	27	0	0	0	InternalMedicine	Other	Circulatory	Musculoskeletal	no	no	yes	yes	no
[60-70)	1	16	0	5	0	1	0	InternalMedicine	Other	Diabetes	Other	no	high	yes	yes	no
[50-60)	6	38	1	23	0	0	0	Family/GeneralPractice	Other	Respiratory	Diabetes	no	no	yes	yes	yes
[60-70)	3	51	0	26	2	3	0	Missing	Respiratory	Diabetes	Circulatory	no	no	yes	yes	yes
[70-80)	5	60	1	18	0	0	0	Other	Injury	Respiratory	Circulatory	no	no	yes	yes	no
[60-70)	14	34	2	23	2	3	0	Other	Respiratory	Respiratory	Other	no	no	yes	yes	yes
[80-90)	3	20	0	6	0	1	0	InternalMedicine	Other	Other	Circulatory	no	no	yes	yes	yes
[80-90)	4	54	0	13	1	1	0	Missing	Circulatory	Circulatory	Circulatory	no	no	no	yes	yes
[70-80)	3	53	0	13	0	0	0	Missing	Diabetes	Other	Other	no	no	no	no	no
[70-80)	7	44	0	8	0	0	0	InternalMedicine	Diabetes	Other	Other	no	high	yes	yes	no
[60-70)	1	33	6	8	0	0	0	Missing	Circulatory	Circulatory	Other	no	no	yes	yes	no
[90-100)	3	51	0	23	1	0	0	Missing	Circulatory	Respiratory	Other	no	no	yes	yes	no
[80-90)	12	52	2	18	0	0	0	InternalMedicine	Respiratory	Circulatory	Circulatory	high	no	no	yes	no
[80-90)	4	49	1	23	0	0	0	Missing	Circulatory	Other	Other	no	no	yes	yes	no
[50-60)	1	21	1	2	0	1	1	Other	Circulatory	Circulatory	Other	no	no	no	no	no
[40-50)	2	40	5	10	0	0	0	Cardiology	Circulatory	Circulatory	Injury	no	no	no	no	yes
[70-80)	5	25	1	16	0	3	0	Missing	Other	Musculoskeletal	Other	no	no	yes	yes	no
[70-80)	8	62	6	30	0	0	0	Cardiology	Circulatory	Diabetes	Other	no	no	yes	yes	no
[50-60)	1	28	2	4	0	0	0	Missing	Injury	Circulatory	Other	no	no	no	yes	no
[40-50)	5	15	1	10	1	0	0	Missing	Other	Circulatory	Other	no	no	no	no	yes
[80-90)	7	36	3	26	1	0	0	Missing	Other	Respiratory	Circulatory	no	no	no	yes	yes
[40-50)	1	2	0	3	1	0	0	Missing	Other	Diabetes	Other	no	no	yes	yes	no
[60-70)	3	52	1	27	0	0	0	Missing	Digestive	Circulatory	Circulatory	no	no	no	yes	yes
[70-80)	2	31	1	16	0	1	0	Missing	Other	Circulatory	Diabetes	no	no	no	no	no
[60-70)	3	44	1	27	0	0	0	Cardiology	Injury	Circulatory	Other	no	no	yes	yes	yes
[60-70)	3	62	1	23	0	1	0	Missing	Circulatory	Respiratory	Circulatory	no	no	no	yes	yes
[80-90)	12	20	0	17	0	1	0	Missing	Circulatory	Circulatory	Respiratory	high	no	yes	yes	yes
[70-80)	3	38	1	20	0	0	0	Missing	Respiratory	Digestive	Circulatory	no	no	yes	yes	no
[70-80)	5	36	0	14	0	0	0	Cardiology	Circulatory	Circulatory	Diabetes	no	no	yes	yes	yes
[60-70)	1	47	2	12	0	0	0	Surgery	Circulatory	Circulatory	Circulatory	no	no	no	yes	no
[70-80)	4	63	0	10	0	0	0	InternalMedicine	Diabetes	Other	Other	no	no	yes	yes	no
[50-60)	5	65	6	20	0	0	0	Emergency/Trauma	Circulatory	Circulatory	Other	no	high	yes	yes	yes
[60-70)	1	36	2	18	0	3	1	Other	Other	Circulatory	Diabetes	no	no	no	yes	no
[70-80)	12	43	0	19	0	1	1	Other	Other	Diabetes	Circulatory	no	high	yes	yes	no
[70-80)	1	20	0	10	0	0	0	Cardiology	Respiratory	Circulatory	Diabetes	normal	no	no	yes	yes
[60-70)	1	29	6	16	0	0	0	Other	Circulatory	Circulatory	Other	no	no	no	no	yes
[70-80)	2	34	0	10	0	0	0	InternalMedicine	Respiratory	Diabetes	Digestive	no	high	no	yes	no
[70-80)	1	1	4	10	1	0	0	Missing	Circulatory	Circulatory	Diabetes	no	no	no	yes	no
[40-50)	6	61	0	28	0	0	0	Missing	Circulatory	Diabetes	Other	no	no	yes	yes	yes
[60-70)	4	40	4	14	1	1	0	Missing	Digestive	Other	Digestive	no	no	no	no	no
[60-70)	2	43	1	28	0	0	0	Missing	Musculoskeletal	Other	Circulatory	no	no	yes	yes	no
[70-80)	3	55	4	14	0	0	0	Other	Musculoskeletal	Other	Diabetes	no	no	no	no	yes
[70-80)	4	52	2	17	0	0	0	Missing	Circulatory	Diabetes	Other	no	no	yes	yes	yes
[50-60)	2	46	2	12	0	0	0	Emergency/Trauma	Digestive	Circulatory	Diabetes	no	high	no	no	yes
[70-80)	4	39	0	9	0	0	0	Other	Injury	Other	Diabetes	no	high	yes	yes	yes
[60-70)	7	79	0	18	0	1	0	Missing	Respiratory	Circulatory	Respiratory	no	high	no	yes	yes
[50-60)	4	56	0	26	0	4	0	Missing	Respiratory	Circulatory	Other	no	normal	yes	yes	yes
[60-70)	1	30	0	9	0	0	0	Missing	Digestive	Diabetes	Circulatory	no	no	no	no	no
[70-80)	5	51	1	20	0	1	0	Missing	Injury	Other	Circulatory	no	no	yes	yes	yes
[70-80)	1	48	0	8	0	0	0	Cardiology	Respiratory	Musculoskeletal	Diabetes	no	no	yes	yes	yes
[60-70)	5	38	0	33	1	0	0	Family/GeneralPractice	Respiratory	Other	Respiratory	no	no	no	no	yes
[70-80)	9	45	5	18	0	5	1	Cardiology	Injury	Injury	Diabetes	no	high	yes	yes	yes
[70-80)	7	43	6	25	1	0	0	Missing	Injury	Other	Respiratory	no	no	no	yes	no
[90-100)	2	17	0	12	0	0	1	Missing	Other	Circulatory	Circulatory	normal	no	yes	yes	yes
[50-60)	4	73	1	25	0	0	1	Missing	Injury	Other	Other	no	no	no	yes	no
[90-100)	9	39	0	16	1	2	0	Missing	Respiratory	Diabetes	Other	no	no	no	yes	no
[60-70)	6	47	1	10	0	0	0	InternalMedicine	Musculoskeletal	Diabetes	Circulatory	no	normal	no	no	yes
[70-80)	3	34	1	11	0	0	0	InternalMedicine	Circulatory	Other	Diabetes	no	high	yes	yes	yes
[40-50)	1	16	2	18	0	0	0	Missing	Musculoskeletal	Circulatory	Circulatory	no	no	no	no	yes
[80-90)	1	22	0	8	0	0	0	Missing	Other	Circulatory	Other	no	no	no	no	no
[50-60)	14	28	0	21	0	1	0	Other	Other	Other	Diabetes	no	no	no	yes	yes
[70-80)	4	17	0	25	0	2	1	Missing	Respiratory	Respiratory	Circulatory	normal	no	yes	yes	no
[60-70)	10	78	1	41	0	1	0	InternalMedicine	Digestive	Diabetes	Other	high	no	no	no	yes
[70-80)	6	88	3	16	0	0	0	InternalMedicine	Digestive	Other	Other	no	no	yes	yes	yes
[80-90)	5	65	0	10	0	0	0	Other	Other	Other	Other	no	no	no	no	no
[70-80)	8	36	1	19	0	0	0	Other	Musculoskeletal	Other	Diabetes	no	no	no	no	no