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
[80-90)	6	1	3	22	0	0	0	Missing	Respiratory	Respiratory	Circulatory	no	no	no	yes	yes
[60-70)	2	40	0	7	0	4	1	Family/GeneralPractice	Digestive	Digestive	Diabetes	no	no	no	yes	yes
[70-80)	13	3	2	24	0	0	0	Missing	Respiratory	Respiratory	Other	no	no	no	yes	no
[60-70)	4	68	1	21	0	0	0	Missing	Respiratory	Other	Other	no	no	yes	yes	yes
[90-100)	3	46	0	10	0	1	0	InternalMedicine	Digestive	Other	Other	no	no	no	yes	yes
[80-90)	4	61	0	22	1	3	0	Missing	Circulatory	Other	Other	no	no	no	yes	no
[70-80)	3	33	0	7	0	0	0	Missing	Other	Other	Other	no	no	no	yes	no
[70-80)	6	63	1	23	0	0	0	Missing	Diabetes	Other	Other	no	high	yes	yes	no
[50-60)	3	1	6	21	0	0	0	Other	Musculoskeletal	Musculoskeletal	Musculoskeletal	no	no	no	yes	no
[60-70)	5	43	1	18	0	0	0	InternalMedicine	Circulatory	Respiratory	Circulatory	no	no	yes	yes	no
[70-80)	4	9	0	9	0	0	0	Missing	Respiratory	Circulatory	Circulatory	no	no	no	no	no
[80-90)	3	3	2	1	0	0	0	Missing	Digestive	Circulatory	Other	no	no	no	no	yes
[80-90)	1	37	0	12	0	0	0	Missing	Circulatory	Circulatory	Circulatory	no	high	yes	yes	no
[50-60)	7	38	0	6	0	0	0	InternalMedicine	Other	Circulatory	Other	no	no	no	no	no
[40-50)	3	9	0	14	0	8	10	Emergency/Trauma	Other	Diabetes	Other	no	no	yes	yes	yes
[50-60)	2	38	0	6	0	0	0	InternalMedicine	Digestive	Other	Diabetes	no	no	no	yes	no
[80-90)	1	35	0	16	0	0	0	InternalMedicine	Other	Diabetes	Musculoskeletal	no	no	no	no	no
[80-90)	12	74	2	30	0	0	0	Missing	Musculoskeletal	Other	Respiratory	no	no	yes	yes	yes
[70-80)	4	21	0	16	0	0	0	Missing	Other	Other	Circulatory	no	no	no	yes	yes
[70-80)	1	1	2	22	3	0	0	Missing	Circulatory	Circulatory	Diabetes	no	no	yes	yes	yes
[50-60)	1	46	2	28	0	1	0	Other	Injury	Circulatory	Diabetes	no	no	no	yes	yes
[70-80)	5	26	3	10	0	0	0	Emergency/Trauma	Circulatory	Circulatory	Other	no	no	no	yes	yes
[40-50)	6	34	0	11	0	1	0	Missing	Circulatory	Other	Other	no	no	yes	yes	no
[70-80)	1	26	0	9	0	0	0	Other	Injury	Other	Diabetes	no	no	no	no	no
[80-90)	4	36	0	14	0	1	0	InternalMedicine	Respiratory	Circulatory	Respiratory	no	no	no	yes	yes
[40-50)	1	48	0	3	0	0	0	InternalMedicine	Diabetes	Injury	Other	no	no	no	no	yes
[70-80)	2	46	4	6	0	1	0	Missing	Circulatory	Respiratory	Other	no	no	no	no	yes
[50-60)	2	28	0	12	0	0	0	Emergency/Trauma	Other	Diabetes	Other	no	no	yes	yes	no
[60-70)	4	58	0	14	0	0	0	InternalMedicine	Other	Diabetes	Other	no	high	yes	yes	no
[50-60)	3	59	2	10	0	2	0	InternalMedicine	Digestive	Other	Other	no	no	no	no	no
[70-80)	2	59	2	21	0	0	0	InternalMedicine	Other	Other	Respiratory	normal	no	no	no	no
[80-90)	5	69	2	21	0	0	0	InternalMedicine	Respiratory	Respiratory	Circulatory	no	no	yes	yes	no
[60-70)	9	75	0	15	0	1	1	Family/GeneralPractice	Diabetes	Other	Other	no	high	yes	yes	no
[50-60)	5	53	4	15	0	0	0	InternalMedicine	Other	Circulatory	Circulatory	no	no	yes	yes	no
[70-80)	3	57	1	20	0	2	0	Missing	Digestive	Other	Diabetes	no	no	no	yes	no
[70-80)	8	42	1	20	0	1	0	Missing	Digestive	Respiratory	Circulatory	no	no	no	yes	no
[60-70)	3	58	4	28	0	4	0	Missing	Circulatory	Circulatory	Other	no	no	yes	yes	yes
[80-90)	7	27	1	11	0	2	0	InternalMedicine	Respiratory	Respiratory	Circulatory	no	no	no	no	no
[80-90)	4	38	4	33	0	0	1	InternalMedicine	Digestive	Digestive	Other	no	no	no	yes	yes
[50-60)	7	2	3	10	0	0	0	Missing	Injury	Other	Other	no	no	no	yes	no
[70-80)	5	64	2	9	0	0	0	Emergency/Trauma	Musculoskeletal	Circulatory	Other	no	high	no	no	no
[70-80)	4	86	4	26	0	0	0	Missing	Circulatory	Circulatory	Respiratory	high	high	no	no	no
[60-70)	1	13	0	10	0	0	0	Missing	Digestive	Other	Diabetes	no	no	no	yes	no
[80-90)	3	41	0	11	0	1	0	Emergency/Trauma	Respiratory	Circulatory	Diabetes	no	no	no	yes	yes
[50-60)	6	55	1	9	1	1	1	Other	Other	Respiratory	Other	no	no	yes	yes	yes
[60-70)	4	1	2	5	0	0	0	Cardiology	Other	Digestive	Circulatory	no	no	no	yes	yes
[70-80)	1	1	2	11	0	0	0	Missing	Injury	Other	Diabetes	no	no	yes	yes	yes
[50-60)	2	44	2	27	0	0	0	Missing	Digestive	Diabetes	Circulatory	no	no	no	yes	yes
[80-90)	12	52	0	7	0	0	0	Missing	Other	Other	Other	no	no	yes	yes	yes
[80-90)	2	37	6	14	0	0	1	Missing	Circulatory	Other	Circulatory	no	no	no	no	yes
[40-50)	1	32	0	3	0	0	0	InternalMedicine	Other	Diabetes	Other	no	high	no	no	yes
[60-70)	1	37	0	10	0	2	0	Family/GeneralPractice	Circulatory	Circulatory	Respiratory	no	high	yes	yes	yes
[80-90)	2	47	0	14	0	0	0	Cardiology	Circulatory	Circulatory	Circulatory	no	no	no	yes	no
[40-50)	1	45	2	7	0	0	0	Surgery	Digestive	Musculoskeletal	Other	no	no	no	no	no
[50-60)	2	51	0	5	0	0	0	Family/GeneralPractice	Circulatory	Diabetes	Other	no	no	yes	yes	no
[50-60)	8	57	1	18	0	2	1	Family/GeneralPractice	Circulatory	Other	Circulatory	no	no	no	yes	yes
[50-60)	3	15	2	10	1	0	0	Surgery	Digestive	Diabetes	Missing	normal	no	no	no	no
[80-90)	7	66	0	25	0	0	0	Missing	Respiratory	Circulatory	Circulatory	no	no	yes	yes	yes
[70-80)	4	49	5	19	0	1	0	Cardiology	Circulatory	Circulatory	Diabetes	no	no	no	yes	yes
[60-70)	4	41	6	23	0	0	0	Missing	Circulatory	Circulatory	Diabetes	no	no	yes	yes	no
[40-50)	3	46	3	22	0	0	1	InternalMedicine	Circulatory	Circulatory	Other	no	no	yes	yes	yes
[40-50)	1	38	0	9	0	0	0	Missing	Other	Other	Circulatory	no	no	no	no	no
[50-60)	3	37	0	10	0	0	0	Missing	Diabetes	Other	Other	no	high	no	yes	yes
[80-90)	10	44	0	14	0	0	0	Missing	Injury	Respiratory	Respiratory	no	no	no	yes	no
[70-80)	2	45	1	16	0	0	0	InternalMedicine	Digestive	Digestive	Other	no	no	no	yes	no
[70-80)	8	60	0	9	0	0	0	InternalMedicine	Respiratory	Circulatory	Circulatory	no	high	yes	yes	yes
[60-70)	2	45	1	12	0	1	0	InternalMedicine	Other	Circulatory	Circulatory	no	no	no	no	yes
[60-70)	3	57	0	22	0	1	0	Missing	Circulatory	Other	Respiratory	no	no	no	no	no
[60-70)	3	66	0	12	0	0	0	InternalMedicine	Other	Other	Circulatory	no	no	no	yes	yes
[70-80)	4	48	0	12	0	0	0	Missing	Other	Other	Diabetes	no	no	no	no	no
[40-50)	4	60	0	15	0	0	0	Missing	Diabetes	Other	Circulatory	no	normal	yes	yes	no
[80-90)	3	42	0	11	0	1	0	Missing	Respiratory	Diabetes	Missing	no	no	yes	yes	no
[70-80)	1	51	0	9	3	0	0	InternalMedicine	Circulatory	Diabetes	Other	no	no	yes	yes	no
[60-70)	2	68	0	11	4	0	0	InternalMedicine	Circulatory	Circulatory	Diabetes	no	no	yes	yes	yes
[40-50)	2	41	5	19	0	0	0	Missing	Circulatory	Other	Circulatory	no	no	no	yes	no
[60-70)	7	18	0	13	1	1	1	Missing	Other	Circulatory	Diabetes	no	no	no	yes	yes
[80-90)	3	71	0	20	5	3	0	Missing	Circulatory	Circulatory	Other	no	no	yes	yes	yes
[70-80)	9	89	1	22	2	0	0	Missing	Diabetes	Other	Other	normal	no	no	no	no
[70-80)	3	38	0	4	0	0	0	InternalMedicine	Digestive	Diabetes	Other	no	no	no	no	no
[40-50)	8	51	2	27	0	0	0	Family/GeneralPractice	Digestive	Injury	Injury	no	no	yes	yes	no
[70-80)	2	1	3	24	5	0	0	Missing	Musculoskeletal	Other	Circulatory	no	no	yes	yes	yes
[80-90)	3	42	1	24	1	0	0	Missing	Injury	Circulatory	Diabetes	no	no	yes	yes	yes
[60-70)	1	47	0	6	0	0	0	InternalMedicine	Digestive	Other	Digestive	no	high	no	no	no
[70-80)	4	43	2	41	0	0	0	Missing	Circulatory	Other	Other	no	no	no	yes	no
[60-70)	1	1	1	19	0	0	0	Missing	Circulatory	Respiratory	Circulatory	no	no	no	yes	no
[80-90)	7	69	4	17	0	1	0	Missing	Digestive	Other	Diabetes	no	no	yes	yes	no
[80-90)	9	53	0	12	0	2	0	Other	Other	Injury	Respiratory	no	no	no	no	yes
[80-90)	1	21	1	11	3	0	0	Missing	Digestive	Other	Other	no	no	no	no	no
[60-70)	3	38	0	8	0	0	0	Missing	Other	Circulatory	Digestive	no	no	no	no	no
[70-80)	11	77	3	29	2	2	1	Emergency/Trauma	Other	Other	Other	no	high	yes	yes	no
[60-70)	4	37	1	14	0	0	0	Missing	Other	Musculoskeletal	Circulatory	no	high	yes	yes	no
[60-70)	9	51	2	22	0	0	0	Missing	Other	Circulatory	Other	no	no	no	yes	yes
[60-70)	4	50	1	25	1	2	3	Family/GeneralPractice	Circulatory	Circulatory	Other	no	no	yes	yes	yes
[70-80)	6	64	0	13	0	1	0	Missing	Diabetes	Other	Other	no	no	yes	yes	no
[80-90)	6	1	0	2	0	2	0	Missing	Other	Respiratory	Other	no	no	no	no	no
[70-80)	5	65	0	10	0	0	0	Missing	Respiratory	Circulatory	Other	no	normal	no	yes	no
[70-80)	1	2	0	14	0	0	0	Missing	Other	Other	Other	no	no	no	yes	no
[40-50)	3	1	2	18	4	0	0	Missing	Other	Diabetes	Other	no	no	yes	yes	no
[90-100)	6	65	0	13	0	0	0	Emergency/Trauma	Other	Other	Digestive	no	no	yes	yes	yes
[70-80)	1	9	0	5	0	0	0	InternalMedicine	Respiratory	Other	Circulatory	no	no	no	no	no