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
[70-80)	5	19	0	14	0	5	0	InternalMedicine	Circulatory	Diabetes	Other	no	no	no	yes	yes
[70-80)	9	39	5	26	0	1	0	Missing	Other	Digestive	Other	no	no	no	yes	yes
[60-70)	2	49	0	16	1	2	1	Missing	Other	Other	Other	no	no	yes	yes	yes
[60-70)	10	48	0	21	0	0	0	Missing	Respiratory	Respiratory	Circulatory	no	no	yes	yes	no
[80-90)	3	11	0	13	0	0	0	Missing	Respiratory	Respiratory	Other	normal	no	yes	yes	no
[70-80)	3	57	0	12	0	0	0	Missing	Circulatory	Injury	Injury	no	no	no	no	yes
[80-90)	6	44	0	15	0	1	1	Missing	Other	Injury	Other	no	no	no	yes	yes
[80-90)	3	56	1	8	0	0	0	InternalMedicine	Injury	Missing	Missing	no	no	no	yes	yes
[40-50)	5	50	3	23	0	1	0	Surgery	Circulatory	Diabetes	Circulatory	no	no	yes	yes	no
[50-60)	3	44	1	7	0	0	0	Family/GeneralPractice	Other	Digestive	Diabetes	no	no	yes	yes	no
[80-90)	5	78	3	27	0	0	0	Missing	Other	Respiratory	Other	no	normal	yes	yes	yes
[80-90)	3	23	1	13	1	0	1	Missing	Circulatory	Circulatory	Other	no	no	no	yes	no
[70-80)	4	40	0	11	0	0	0	InternalMedicine	Circulatory	Other	Diabetes	no	no	yes	yes	no
[60-70)	5	62	0	26	8	3	0	Missing	Circulatory	Other	Other	no	no	yes	yes	yes
[80-90)	2	44	2	12	0	0	0	Other	Circulatory	Circulatory	Diabetes	no	no	yes	yes	yes
[60-70)	5	27	2	24	0	0	0	Missing	Musculoskeletal	Diabetes	Other	no	no	yes	yes	no
[60-70)	2	48	2	7	1	0	2	Missing	Other	Circulatory	Diabetes	no	high	no	yes	no
[50-60)	9	68	6	61	0	1	0	Cardiology	Circulatory	Other	Circulatory	no	no	yes	yes	no
[40-50)	9	67	2	17	0	2	1	Missing	Diabetes	Other	Other	no	normal	yes	yes	yes
[80-90)	4	60	1	11	0	1	1	Emergency/Trauma	Other	Other	Circulatory	no	no	no	yes	no
[50-60)	1	18	0	2	0	0	1	Missing	Respiratory	Circulatory	Circulatory	no	no	no	no	no
[50-60)	1	25	1	26	0	0	0	Surgery	Digestive	Respiratory	Other	no	no	no	yes	no
[70-80)	5	97	0	26	0	0	0	InternalMedicine	Circulatory	Digestive	Digestive	high	high	no	no	no
[50-60)	13	47	1	33	0	0	0	InternalMedicine	Digestive	Other	Other	no	no	yes	yes	no
[80-90)	4	12	0	16	3	0	0	Family/GeneralPractice	Other	Circulatory	Diabetes	normal	no	yes	yes	no
[80-90)	2	1	0	11	0	1	0	Emergency/Trauma	Other	Circulatory	Circulatory	no	no	yes	yes	yes
[90-100)	14	42	0	10	0	1	0	Missing	Other	Other	Diabetes	no	no	yes	yes	no
[90-100)	10	78	0	23	0	1	0	Other	Other	Other	Other	no	no	no	yes	no
[60-70)	3	29	1	8	0	0	0	Emergency/Trauma	Injury	Diabetes	Injury	no	no	yes	yes	no
[80-90)	10	52	0	25	1	3	0	Missing	Other	Other	Diabetes	no	no	yes	yes	no
[80-90)	5	62	0	14	0	0	0	Missing	Circulatory	Circulatory	Other	no	no	no	yes	yes
[80-90)	2	34	0	10	0	1	0	InternalMedicine	Digestive	Diabetes	Circulatory	no	no	no	yes	yes
[40-50)	3	50	0	11	0	0	0	InternalMedicine	Circulatory	Circulatory	Diabetes	no	high	yes	yes	no
[60-70)	6	31	1	13	0	1	0	Missing	Diabetes	Circulatory	Other	no	high	no	yes	yes
[60-70)	3	52	1	21	0	0	0	Missing	Musculoskeletal	Other	Respiratory	no	high	yes	yes	no
[50-60)	1	20	5	19	0	0	1	Cardiology	Circulatory	Circulatory	Diabetes	no	no	no	yes	yes
[70-80)	4	48	6	21	2	0	0	Missing	Circulatory	Circulatory	Other	no	no	no	no	no
[50-60)	5	33	5	13	0	0	0	Missing	Circulatory	Circulatory	Circulatory	no	no	no	yes	no
[60-70)	3	46	1	13	0	0	0	Emergency/Trauma	Digestive	Diabetes	Digestive	no	no	no	yes	yes
[80-90)	8	18	6	32	2	1	1	Missing	Respiratory	Other	Digestive	high	no	yes	yes	no
[80-90)	6	19	0	13	0	1	0	Family/GeneralPractice	Other	Diabetes	Circulatory	normal	no	no	yes	no
[60-70)	1	13	0	3	0	0	0	Missing	Injury	Other	Other	no	no	no	yes	yes
[70-80)	2	9	0	9	0	0	0	Missing	Diabetes	Other	Respiratory	no	no	no	yes	yes
[50-60)	2	42	0	13	3	11	2	Missing	Digestive	Digestive	Other	no	no	no	yes	yes
[50-60)	2	36	1	27	0	1	1	Surgery	Musculoskeletal	Other	Diabetes	no	no	yes	yes	no
[70-80)	3	52	2	22	2	0	0	Missing	Musculoskeletal	Other	Diabetes	no	no	yes	yes	no
[80-90)	4	49	0	13	0	0	0	Missing	Respiratory	Other	Circulatory	no	no	no	no	no
[70-80)	5	6	0	11	0	0	2	Missing	Other	Respiratory	Other	no	no	no	yes	yes
[70-80)	1	19	5	13	0	0	0	Cardiology	Circulatory	Other	Circulatory	no	no	no	yes	yes
[70-80)	1	3	2	19	0	0	0	Cardiology	Circulatory	Circulatory	Circulatory	no	no	no	no	no
[60-70)	10	52	3	52	0	0	0	Surgery	Circulatory	Circulatory	Circulatory	no	no	yes	yes	no
[60-70)	9	60	1	17	0	3	0	Missing	Digestive	Respiratory	Diabetes	no	no	no	no	no
[50-60)	10	49	1	19	0	2	0	Emergency/Trauma	Circulatory	Circulatory	Other	no	no	yes	yes	yes
[80-90)	5	50	0	19	0	0	0	InternalMedicine	Respiratory	Diabetes	Circulatory	no	no	yes	yes	no
[50-60)	5	28	0	11	0	2	0	Missing	Respiratory	Circulatory	Circulatory	no	no	yes	yes	yes
[90-100)	6	56	2	29	1	1	1	Missing	Diabetes	Other	Respiratory	no	no	no	no	no
[70-80)	5	53	0	25	0	1	0	Emergency/Trauma	Respiratory	Respiratory	Circulatory	no	no	no	yes	yes
[60-70)	1	19	0	8	5	2	0	Missing	Circulatory	Circulatory	Other	normal	no	no	yes	yes
[50-60)	1	38	3	21	0	0	0	Surgery	Injury	Circulatory	Other	no	no	no	no	no
[80-90)	4	43	0	12	0	0	0	InternalMedicine	Circulatory	Circulatory	Circulatory	no	no	no	no	no
[50-60)	4	52	0	18	0	0	0	Missing	Respiratory	Respiratory	Diabetes	no	no	no	yes	no
[70-80)	7	71	1	31	0	0	0	Family/GeneralPractice	Other	Other	Circulatory	no	no	yes	yes	yes
[50-60)	2	1	1	11	2	0	0	Missing	Diabetes	Musculoskeletal	Circulatory	no	no	yes	yes	no
[70-80)	4	43	2	10	0	0	0	Missing	Other	Circulatory	Circulatory	no	no	no	no	no
[80-90)	6	49	1	13	0	0	0	Cardiology	Circulatory	Circulatory	Respiratory	no	no	yes	yes	no
[50-60)	4	58	0	19	0	0	0	Other	Respiratory	Circulatory	Circulatory	no	high	yes	yes	yes
[70-80)	6	10	1	21	0	2	4	Missing	Respiratory	Other	Other	high	no	yes	yes	no
[60-70)	2	24	2	22	0	0	0	Surgery	Musculoskeletal	Diabetes	Circulatory	no	no	yes	yes	yes
[70-80)	1	15	0	5	3	0	2	Missing	Digestive	Diabetes	Musculoskeletal	high	no	no	yes	yes
[40-50)	1	44	0	6	0	0	1	Other	Other	Other	Other	no	no	no	no	no
[60-70)	8	50	0	19	0	1	0	Missing	Other	Digestive	Other	no	high	no	yes	yes
[70-80)	4	49	0	13	0	1	0	Missing	Circulatory	Respiratory	Circulatory	no	no	no	yes	yes
[70-80)	2	1	0	11	0	0	0	Family/GeneralPractice	Circulatory	Circulatory	Circulatory	no	no	no	no	no
[60-70)	2	89	0	15	0	1	0	Missing	Circulatory	Other	Other	no	no	yes	yes	yes
[50-60)	7	24	5	8	1	0	1	Family/GeneralPractice	Other	Injury	Injury	no	no	yes	yes	yes
[70-80)	1	40	0	7	0	0	0	Missing	Respiratory	Other	Diabetes	no	no	yes	yes	yes
[50-60)	4	14	1	19	3	0	0	Other	Musculoskeletal	Diabetes	Circulatory	no	no	yes	yes	no
[80-90)	2	48	0	6	0	0	0	Missing	Musculoskeletal	Other	Other	no	normal	no	yes	no
[60-70)	8	58	0	16	3	2	0	Missing	Respiratory	Respiratory	Other	no	no	yes	yes	yes
[40-50)	1	58	0	11	0	0	0	Missing	Injury	Diabetes	Other	no	no	yes	yes	no
[50-60)	6	30	3	15	0	1	0	Cardiology	Other	Other	Circulatory	no	no	no	yes	no
[60-70)	3	40	0	8	0	0	0	InternalMedicine	Respiratory	Respiratory	Other	no	no	no	yes	no
[90-100)	8	36	0	26	0	0	0	Family/GeneralPractice	Respiratory	Respiratory	Circulatory	no	no	yes	yes	no
[70-80)	1	34	3	10	1	0	0	Missing	Circulatory	Circulatory	Circulatory	no	high	no	no	yes
[40-50)	2	49	1	12	0	0	0	Emergency/Trauma	Other	Other	Other	no	no	no	yes	no
[60-70)	6	55	0	12	0	0	0	Emergency/Trauma	Other	Respiratory	Other	no	no	no	no	no
[80-90)	8	33	3	26	0	1	0	Emergency/Trauma	Other	Other	Circulatory	no	no	yes	yes	no
[80-90)	6	36	1	19	0	1	0	Missing	Digestive	Other	Circulatory	no	no	yes	yes	no
[80-90)	1	13	0	12	0	1	0	Missing	Other	Other	Other	no	no	no	yes	no
[50-60)	1	11	0	5	2	0	0	InternalMedicine	Diabetes	Other	Other	no	no	yes	yes	yes
[60-70)	3	26	1	27	0	0	0	Missing	Musculoskeletal	Other	Circulatory	no	no	yes	yes	no
[50-60)	3	55	6	10	0	0	0	Missing	Circulatory	Circulatory	Circulatory	no	high	no	no	no
[60-70)	6	25	0	27	0	0	0	Missing	Respiratory	Circulatory	Circulatory	normal	no	no	no	no
[60-70)	2	27	2	6	0	1	0	Missing	Other	Injury	Diabetes	no	no	no	yes	yes
[60-70)	3	44	3	26	0	0	0	Missing	Circulatory	Circulatory	Diabetes	no	no	no	no	no
[70-80)	10	54	2	19	0	0	1	Missing	Diabetes	Other	Circulatory	no	no	no	no	yes
[60-70)	4	70	1	10	0	2	0	Missing	Circulatory	Circulatory	Other	no	no	no	no	yes
[50-60)	10	41	1	10	0	0	0	InternalMedicine	Diabetes	Other	Musculoskeletal	no	high	yes	yes	yes
[70-80)	10	47	0	16	0	0	0	Other	Other	Other	Diabetes	no	no	yes	yes	no
[70-80)	1	50	2	27	1	0	0	Surgery	Circulatory	Circulatory	Other	no	normal	no	no	yes