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
[80-90)	9	68	2	20	1	1	0	Surgery	Other	Other	Other	no	no	yes	yes	yes
[50-60)	11	59	0	15	0	1	0	Missing	Circulatory	Circulatory	Circulatory	no	no	yes	yes	no
[70-80)	6	11	0	11	0	0	0	Missing	Circulatory	Circulatory	Circulatory	no	no	no	no	no
[50-60)	2	54	0	26	1	1	0	Missing	Respiratory	Circulatory	Other	no	no	yes	yes	yes
[60-70)	2	29	0	21	0	0	0	Missing	Respiratory	Respiratory	Circulatory	no	high	yes	yes	yes
[70-80)	3	23	1	20	0	2	0	Other	Injury	Diabetes	Respiratory	no	no	no	yes	yes
[50-60)	4	24	3	35	0	0	0	Other	Musculoskeletal	Other	Diabetes	no	no	yes	yes	no
[50-60)	3	45	0	22	1	0	0	Missing	Circulatory	Circulatory	Circulatory	no	no	yes	yes	yes
[80-90)	5	42	0	18	0	1	0	Other	Circulatory	Respiratory	Circulatory	no	no	no	yes	yes
[50-60)	3	51	0	17	0	0	0	Emergency/Trauma	Other	Diabetes	Other	no	no	yes	yes	yes
[70-80)	2	62	0	8	0	1	0	Missing	Circulatory	Other	Circulatory	no	normal	no	yes	no
[40-50)	1	36	1	21	1	1	4	Surgery	Diabetes	Other	Other	no	high	yes	yes	yes
[70-80)	2	1	3	15	0	1	0	Surgery	Other	Other	Respiratory	no	no	no	no	yes
[60-70)	4	62	0	24	0	1	0	Missing	Other	Other	Other	no	no	yes	yes	yes
[70-80)	5	77	4	21	0	0	0	Missing	Circulatory	Circulatory	Diabetes	no	normal	yes	yes	yes
[50-60)	10	45	1	22	0	0	0	InternalMedicine	Digestive	Other	Other	no	no	no	yes	no
[50-60)	3	41	0	17	0	0	0	Family/GeneralPractice	Circulatory	Circulatory	Diabetes	no	no	yes	yes	no
[70-80)	2	1	1	19	0	0	0	Missing	Other	Circulatory	Diabetes	no	no	yes	yes	no
[50-60)	6	45	4	15	0	2	0	Other	Other	Other	Diabetes	no	no	yes	yes	yes
[50-60)	1	39	0	9	0	1	1	Missing	Circulatory	Diabetes	Circulatory	no	no	yes	yes	yes
[80-90)	3	39	0	11	0	1	0	Other	Other	Circulatory	Injury	no	no	no	yes	no
[60-70)	1	60	0	8	0	0	0	Missing	Musculoskeletal	Circulatory	Circulatory	no	no	yes	yes	yes
[60-70)	2	20	1	14	1	0	0	Cardiology	Circulatory	Other	Other	no	no	yes	yes	yes
[60-70)	6	59	2	18	3	3	1	Missing	Circulatory	Diabetes	Respiratory	high	no	no	no	no
[50-60)	7	1	3	10	0	0	0	InternalMedicine	Circulatory	Other	Other	no	no	no	no	yes
[50-60)	5	81	3	16	0	5	1	Missing	Diabetes	Other	Other	no	no	no	yes	yes
[80-90)	4	40	0	12	0	1	0	InternalMedicine	Other	Circulatory	Circulatory	no	no	no	no	no
[70-80)	2	17	0	18	3	4	0	Family/GeneralPractice	Circulatory	Other	Respiratory	normal	no	yes	yes	no
[70-80)	4	56	2	17	0	0	0	Family/GeneralPractice	Injury	Other	Injury	no	no	yes	yes	no
[50-60)	4	1	5	14	0	0	0	Missing	Musculoskeletal	Musculoskeletal	Other	no	no	no	yes	no
[80-90)	3	50	2	12	0	0	0	InternalMedicine	Other	Other	Other	no	no	no	yes	no
[60-70)	2	1	0	7	0	1	0	Missing	Circulatory	Circulatory	Circulatory	no	no	yes	yes	no
[60-70)	2	38	1	29	0	1	0	Other	Other	Other	Other	no	no	yes	yes	yes
[70-80)	3	68	0	12	0	0	0	Family/GeneralPractice	Digestive	Respiratory	Other	no	no	no	no	no
[80-90)	7	49	2	12	0	1	0	InternalMedicine	Other	Respiratory	Diabetes	no	no	yes	yes	no
[70-80)	7	69	1	15	0	4	0	Missing	Other	Circulatory	Circulatory	no	no	no	no	no
[50-60)	7	47	1	32	0	0	0	Other	Musculoskeletal	Circulatory	Other	no	no	yes	yes	no
[70-80)	10	75	5	21	0	0	0	Emergency/Trauma	Circulatory	Respiratory	Other	no	no	no	no	yes
[40-50)	1	57	0	7	0	0	0	Missing	Diabetes	Digestive	Respiratory	no	no	no	yes	no
[80-90)	3	41	0	16	0	0	0	Missing	Circulatory	Circulatory	Diabetes	no	normal	no	yes	no
[60-70)	7	24	3	20	1	0	5	Missing	Other	Circulatory	Respiratory	no	no	yes	yes	yes
[80-90)	6	57	0	14	0	0	0	Missing	Diabetes	Circulatory	Other	no	no	yes	yes	no
[50-60)	5	25	2	14	1	0	0	Surgery	Other	Other	Circulatory	no	no	no	yes	no
[70-80)	4	58	0	2	0	0	0	InternalMedicine	Other	Diabetes	Circulatory	no	no	no	yes	no
[70-80)	3	33	3	28	0	4	4	Missing	Musculoskeletal	Other	Circulatory	no	no	no	yes	no
[70-80)	4	50	0	19	0	1	0	Missing	Circulatory	Circulatory	Respiratory	no	normal	no	yes	yes
[60-70)	2	26	3	24	0	0	0	Missing	Circulatory	Respiratory	Circulatory	no	no	no	no	no
[70-80)	7	42	4	16	0	0	0	Family/GeneralPractice	Digestive	Digestive	Digestive	no	no	no	no	yes
[70-80)	2	60	0	11	0	0	0	InternalMedicine	Diabetes	Respiratory	Other	no	no	no	yes	yes
[50-60)	1	27	0	13	0	0	0	InternalMedicine	Circulatory	Other	Musculoskeletal	no	high	yes	yes	no
[90-100)	1	55	0	4	0	0	0	Emergency/Trauma	Circulatory	Diabetes	Circulatory	no	normal	no	yes	yes
[40-50)	6	63	0	19	0	1	0	Missing	Other	Diabetes	Other	no	no	yes	yes	yes
[70-80)	4	55	0	12	1	1	0	Missing	Circulatory	Respiratory	Other	no	no	no	no	no
[60-70)	1	12	3	9	0	0	0	Cardiology	Circulatory	Other	Circulatory	no	no	no	no	yes
[90-100)	10	1	2	8	0	3	0	Emergency/Trauma	Circulatory	Circulatory	Circulatory	no	no	no	yes	yes
[60-70)	2	34	3	5	0	0	0	InternalMedicine	Injury	Digestive	Diabetes	no	no	no	no	no
[80-90)	2	5	1	9	0	0	1	Missing	Other	Respiratory	Respiratory	no	no	no	yes	yes
[60-70)	5	45	4	22	0	1	0	Missing	Other	Diabetes	Other	no	no	no	no	yes
[60-70)	1	51	1	9	0	0	0	Missing	Circulatory	Respiratory	Other	no	high	no	yes	no
[80-90)	3	22	0	4	1	0	0	Other	Other	Digestive	Other	normal	no	no	no	no
[60-70)	3	1	1	12	0	1	0	Surgery	Other	Other	Diabetes	no	no	yes	yes	yes
[40-50)	5	63	3	44	0	0	0	Missing	Circulatory	Other	Circulatory	no	normal	yes	yes	yes
[70-80)	3	42	0	16	0	1	0	Family/GeneralPractice	Respiratory	Circulatory	Diabetes	no	no	no	yes	yes
[70-80)	5	10	1	8	0	2	0	Surgery	Other	Other	Diabetes	no	no	yes	yes	yes
[90-100)	3	43	0	20	1	0	0	Missing	Circulatory	Circulatory	Other	no	high	yes	yes	yes
[50-60)	11	6	1	9	1	3	1	Family/GeneralPractice	Diabetes	Other	Other	no	no	no	yes	yes
[40-50)	3	51	0	18	0	1	5	Other	Other	Diabetes	Other	no	high	yes	yes	yes
[60-70)	1	31	0	13	1	5	1	Missing	Digestive	Other	Other	no	no	yes	yes	no
[70-80)	1	19	0	10	2	0	0	Family/GeneralPractice	Respiratory	Other	Circulatory	normal	no	yes	yes	yes
[80-90)	4	29	0	16	0	1	0	Surgery	Respiratory	Circulatory	Circulatory	no	no	no	no	no
[60-70)	1	32	6	18	1	1	0	Other	Circulatory	Other	Circulatory	no	no	yes	yes	no
[60-70)	6	55	1	20	1	5	1	Missing	Other	Other	Other	no	no	no	no	yes
[50-60)	5	68	6	23	0	1	0	Family/GeneralPractice	Digestive	Circulatory	Other	no	no	yes	yes	no
[60-70)	5	58	0	15	0	0	0	Missing	Other	Circulatory	Diabetes	no	no	yes	yes	no
[80-90)	10	47	2	22	0	0	0	Surgery	Circulatory	Circulatory	Other	no	no	no	yes	no
[70-80)	10	108	3	26	0	0	1	Missing	Other	Circulatory	Respiratory	no	high	yes	yes	yes
[40-50)	8	73	3	25	0	1	0	Other	Injury	Other	Other	no	no	yes	yes	yes
[70-80)	3	45	2	11	0	1	0	InternalMedicine	Digestive	Circulatory	Circulatory	no	no	no	no	yes
[60-70)	4	32	1	18	0	0	0	Missing	Respiratory	Other	Circulatory	no	no	no	yes	no
[40-50)	2	32	5	17	0	0	0	Cardiology	Circulatory	Diabetes	Circulatory	no	no	yes	yes	yes
[70-80)	10	38	1	28	0	0	0	Missing	Other	Other	Other	no	high	yes	yes	no
[70-80)	8	41	1	18	0	1	0	Missing	Respiratory	Circulatory	Diabetes	no	no	no	no	yes
[80-90)	6	58	2	21	1	0	0	Missing	Digestive	Digestive	Other	no	high	no	yes	yes
[60-70)	1	37	3	20	1	3	0	InternalMedicine	Circulatory	Circulatory	Other	no	no	no	yes	no
[60-70)	14	50	3	21	0	1	0	Missing	Circulatory	Circulatory	Diabetes	no	no	no	no	no
[40-50)	4	32	1	9	0	0	0	InternalMedicine	Other	Diabetes	Other	no	no	no	yes	yes
[60-70)	1	28	6	11	0	0	0	Missing	Circulatory	Circulatory	Diabetes	no	no	yes	yes	no
[80-90)	7	54	1	31	5	0	1	Missing	Digestive	Other	Circulatory	no	high	no	no	yes
[60-70)	3	34	0	22	0	2	0	Missing	Diabetes	Respiratory	Circulatory	no	no	yes	yes	no
[60-70)	5	73	0	8	0	2	0	InternalMedicine	Other	Other	Other	high	no	no	yes	yes
[70-80)	8	22	4	12	0	1	0	Family/GeneralPractice	Other	Digestive	Circulatory	no	no	yes	yes	yes
[70-80)	2	70	3	12	0	0	0	Cardiology	Circulatory	Circulatory	Circulatory	no	no	no	yes	yes
[70-80)	4	59	2	22	0	0	0	Missing	Digestive	Other	Other	no	no	yes	yes	yes
[60-70)	4	50	2	12	0	0	0	Missing	Circulatory	Circulatory	Other	no	no	yes	yes	no
[70-80)	9	54	0	12	0	3	0	Missing	Other	Other	Respiratory	no	no	yes	yes	no
[60-70)	2	30	1	14	1	0	0	Family/GeneralPractice	Diabetes	Other	Other	no	high	yes	yes	no
[70-80)	4	21	1	13	0	0	0	Surgery	Other	Circulatory	Diabetes	no	no	no	no	no
[70-80)	8	39	5	15	0	0	0	Emergency/Trauma	Injury	Circulatory	Circulatory	no	no	yes	yes	yes
[60-70)	4	4	2	25	0	1	0	Surgery	Musculoskeletal	Musculoskeletal	Musculoskeletal	no	no	no	no	no
[80-90)	1	39	2	15	3	0	0	Cardiology	Circulatory	Circulatory	Diabetes	no	no	no	yes	no