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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
[60-70)	4	38	0	14	0	0	0	Missing	Circulatory	Other	Other	no	no	yes	yes	no
[70-80)	1	1	1	19	1	0	0	Missing	Respiratory	Respiratory	Diabetes	no	no	no	yes	no
[70-80)	10	47	0	14	0	0	0	Family/GeneralPractice	Respiratory	Diabetes	Circulatory	no	no	no	yes	yes
[60-70)	2	22	6	14	0	0	0	Missing	Circulatory	Circulatory	Other	no	no	yes	yes	yes
[80-90)	9	43	3	26	9	2	0	Missing	Other	Circulatory	Other	no	no	yes	yes	no
[80-90)	5	60	0	16	0	1	2	Surgery	Other	Circulatory	Digestive	no	no	yes	yes	yes
[60-70)	4	41	1	20	0	0	0	Missing	Circulatory	Circulatory	Circulatory	no	no	yes	yes	no
[40-50)	6	70	0	13	0	1	0	InternalMedicine	Other	Other	Other	no	no	no	yes	no
[80-90)	4	68	0	19	0	0	2	Missing	Other	Other	Other	no	normal	yes	yes	yes
[50-60)	2	31	2	13	0	2	0	Cardiology	Circulatory	Diabetes	Musculoskeletal	no	no	no	yes	yes
[70-80)	4	38	2	13	1	0	0	Missing	Diabetes	Circulatory	Other	no	no	no	no	no
[60-70)	3	46	0	13	0	0	0	Family/GeneralPractice	Circulatory	Other	Other	no	no	yes	yes	yes
[70-80)	5	39	2	32	0	0	0	InternalMedicine	Circulatory	Other	Circulatory	no	no	yes	yes	yes
[70-80)	4	48	3	12	0	1	0	Missing	Circulatory	Circulatory	Circulatory	no	high	no	yes	yes
[80-90)	9	74	0	20	1	1	0	Cardiology	Circulatory	Circulatory	Circulatory	no	normal	no	no	yes
[60-70)	3	46	0	9	0	0	0	Other	Circulatory	Diabetes	Other	no	no	yes	yes	no
[50-60)	4	30	1	14	0	0	0	Missing	Injury	Diabetes	Other	no	no	no	no	no
[70-80)	11	60	4	19	0	0	0	InternalMedicine	Digestive	Other	Circulatory	no	no	no	yes	no
[80-90)	4	37	1	10	1	0	0	Missing	Musculoskeletal	Other	Other	no	no	no	no	yes
[60-70)	6	57	1	28	0	0	0	Missing	Injury	Respiratory	Circulatory	no	no	yes	yes	no
[70-80)	1	20	0	23	0	0	0	Cardiology	Respiratory	Diabetes	Circulatory	high	no	yes	yes	yes
[70-80)	1	35	1	24	0	0	0	Surgery	Musculoskeletal	Diabetes	Circulatory	no	no	no	no	no
[80-90)	4	32	2	23	0	0	0	Cardiology	Circulatory	Circulatory	Diabetes	no	no	no	yes	no
[50-60)	1	6	6	8	0	3	3	Other	Circulatory	Circulatory	Diabetes	no	no	no	no	yes
[50-60)	13	29	1	28	2	3	1	Missing	Injury	Musculoskeletal	Diabetes	no	no	no	yes	yes
[60-70)	3	20	2	9	0	0	0	Other	Musculoskeletal	Diabetes	Circulatory	no	no	no	no	yes
[60-70)	9	69	2	26	0	0	0	Surgery	Other	Circulatory	Circulatory	no	no	no	yes	no
[50-60)	4	39	0	6	0	2	0	Missing	Other	Other	Other	no	high	yes	yes	yes
[50-60)	3	66	0	14	0	0	0	Missing	Other	Digestive	Circulatory	no	no	yes	yes	no
[40-50)	7	60	0	11	0	0	0	Missing	Other	Other	Circulatory	no	high	yes	yes	yes
[70-80)	6	54	0	20	0	0	0	Missing	Respiratory	Diabetes	Other	no	normal	yes	yes	yes
[50-60)	3	44	0	17	0	0	0	Missing	Respiratory	Other	Other	no	normal	yes	yes	no
[70-80)	5	11	3	12	0	1	0	Emergency/Trauma	Other	Digestive	Digestive	no	no	no	yes	no
[70-80)	6	36	1	28	0	0	0	Missing	Musculoskeletal	Circulatory	Injury	no	no	yes	yes	no
[60-70)	2	41	0	10	0	0	0	InternalMedicine	Diabetes	Other	Respiratory	no	no	yes	yes	no
[80-90)	4	41	3	25	0	0	0	InternalMedicine	Injury	Other	Other	no	no	no	yes	no
[70-80)	3	20	1	13	2	0	0	Cardiology	Circulatory	Respiratory	Circulatory	normal	no	no	yes	yes
[80-90)	7	55	3	27	0	1	0	InternalMedicine	Musculoskeletal	Injury	Diabetes	normal	no	no	yes	yes
[70-80)	5	54	1	13	0	0	0	Emergency/Trauma	Injury	Respiratory	Respiratory	no	no	no	no	no
[70-80)	4	56	0	11	2	1	0	Missing	Digestive	Diabetes	Circulatory	no	no	yes	yes	yes
[70-80)	1	42	4	8	0	0	0	Missing	Circulatory	Other	Circulatory	no	no	no	no	no
[80-90)	4	38	1	13	0	0	0	Surgery	Circulatory	Circulatory	Other	no	no	no	yes	yes
[70-80)	5	34	0	17	0	1	0	Cardiology	Circulatory	Circulatory	Other	no	high	yes	yes	yes
[90-100)	4	53	0	12	0	2	0	Missing	Other	Other	Digestive	no	no	no	no	yes
[50-60)	5	40	1	25	6	0	0	Surgery	Other	Other	Diabetes	no	no	yes	yes	yes
[60-70)	6	49	3	19	2	2	0	Family/GeneralPractice	Circulatory	Circulatory	Other	no	no	yes	yes	yes
[60-70)	11	64	3	24	0	3	0	Missing	Digestive	Other	Digestive	no	no	yes	yes	no
[80-90)	11	42	0	11	0	0	0	Other	Other	Injury	Circulatory	no	no	no	no	no
[60-70)	2	51	1	19	0	0	0	Missing	Injury	Musculoskeletal	Diabetes	no	no	no	yes	no
[40-50)	2	19	6	15	0	0	0	Other	Circulatory	Injury	Other	no	no	no	yes	no
[40-50)	3	1	6	6	0	0	0	Cardiology	Circulatory	Other	Diabetes	no	no	no	no	no
[70-80)	5	47	2	7	0	0	0	Other	Musculoskeletal	Other	Diabetes	no	no	no	no	no
[60-70)	2	56	6	23	0	0	0	InternalMedicine	Circulatory	Circulatory	Other	no	high	yes	yes	no
[60-70)	2	27	0	11	0	0	0	Missing	Other	Digestive	Respiratory	no	high	yes	yes	no
[70-80)	4	56	0	15	0	0	2	Missing	Circulatory	Other	Circulatory	no	no	no	yes	yes
[60-70)	6	57	2	19	1	1	0	Missing	Other	Diabetes	Other	no	no	yes	yes	no
[50-60)	4	37	0	20	0	0	0	Missing	Respiratory	Diabetes	Circulatory	no	high	yes	yes	yes
[80-90)	4	64	1	13	0	1	0	Emergency/Trauma	Circulatory	Circulatory	Diabetes	no	high	yes	yes	yes
[70-80)	7	34	2	6	1	0	0	Missing	Injury	Circulatory	Other	no	no	yes	yes	yes
[40-50)	3	7	0	11	0	0	0	Emergency/Trauma	Circulatory	Circulatory	Circulatory	no	no	no	no	yes
[70-80)	4	5	1	29	0	0	0	Missing	Musculoskeletal	Diabetes	Other	no	no	yes	yes	no
[70-80)	9	70	2	16	0	0	0	InternalMedicine	Respiratory	Respiratory	Other	no	no	no	no	no
[70-80)	3	43	0	19	0	1	1	InternalMedicine	Respiratory	Diabetes	Circulatory	no	no	yes	yes	yes
[80-90)	3	1	0	5	0	0	0	Emergency/Trauma	Other	Other	Other	no	no	no	yes	yes
[50-60)	7	86	4	8	0	0	0	InternalMedicine	Digestive	Digestive	Other	no	no	no	yes	no
[70-80)	13	57	0	12	0	1	0	Other	Other	Other	Circulatory	no	no	no	yes	no
[90-100)	6	54	1	8	0	0	0	Family/GeneralPractice	Other	Other	Circulatory	no	no	yes	yes	yes
[50-60)	4	72	2	29	0	1	0	InternalMedicine	Respiratory	Circulatory	Respiratory	no	normal	no	no	no
[40-50)	12	76	6	31	0	0	0	Missing	Circulatory	Circulatory	Circulatory	no	no	yes	yes	yes
[80-90)	7	59	0	15	6	1	0	Missing	Other	Other	Other	no	high	no	no	yes
[60-70)	7	46	0	15	0	1	0	Missing	Other	Other	Circulatory	no	high	yes	yes	yes
[50-60)	2	37	0	18	0	0	0	Cardiology	Respiratory	Respiratory	Diabetes	no	high	yes	yes	yes
[60-70)	3	46	0	20	1	0	0	Missing	Other	Circulatory	Circulatory	no	no	no	yes	yes
[50-60)	3	54	0	5	0	0	0	Other	Other	Diabetes	Circulatory	no	no	no	yes	no
[70-80)	5	40	1	26	0	0	0	Missing	Musculoskeletal	Diabetes	Musculoskeletal	no	normal	yes	yes	no
[70-80)	7	40	1	26	0	0	0	Other	Other	Other	Digestive	no	no	yes	yes	no
[50-60)	8	45	0	16	0	0	0	Missing	Respiratory	Diabetes	Circulatory	no	no	yes	yes	no
[60-70)	1	1	0	11	2	2	64	Surgery	Respiratory	Other	Other	no	no	no	no	yes
[50-60)	1	48	0	15	0	1	0	Missing	Diabetes	Other	Other	no	no	yes	yes	no
[70-80)	1	62	0	5	0	1	0	InternalMedicine	Circulatory	Respiratory	Circulatory	no	no	no	yes	yes
[60-70)	13	40	1	21	0	1	0	Other	Other	Other	Musculoskeletal	no	no	no	yes	no
[80-90)	3	58	0	16	0	0	0	Emergency/Trauma	Injury	Circulatory	Injury	no	no	yes	yes	yes
[70-80)	4	44	1	8	0	0	0	Other	Musculoskeletal	Other	Other	no	no	no	yes	yes
[80-90)	7	64	0	25	0	1	0	Family/GeneralPractice	Circulatory	Circulatory	Diabetes	no	high	yes	yes	no
[50-60)	5	51	0	10	0	0	0	Family/GeneralPractice	Circulatory	Other	Diabetes	no	no	no	no	no
[50-60)	4	23	3	13	0	2	1	Missing	Circulatory	Injury	Circulatory	no	no	yes	yes	yes
[90-100)	2	10	0	7	0	0	0	Missing	Other	Other	Other	no	no	no	no	no
[70-80)	4	52	0	12	0	0	0	Cardiology	Circulatory	Circulatory	Diabetes	no	high	yes	yes	yes
[70-80)	8	56	1	16	0	0	0	Missing	Musculoskeletal	Musculoskeletal	Injury	normal	no	no	no	yes
[70-80)	1	57	0	18	0	0	1	InternalMedicine	Circulatory	Other	Circulatory	no	no	yes	yes	yes
[60-70)	8	45	6	53	0	0	0	Missing	Circulatory	Circulatory	Circulatory	no	no	yes	yes	no
[70-80)	2	38	0	10	0	0	0	Missing	Circulatory	Diabetes	Circulatory	no	no	no	no	no
[70-80)	12	57	1	11	1	1	1	Missing	Musculoskeletal	Other	Other	no	no	no	no	yes
[80-90)	8	29	2	30	0	0	0	Other	Injury	Circulatory	Circulatory	no	no	no	no	no
[60-70)	4	9	1	20	4	0	0	Missing	Injury	Respiratory	Other	no	no	yes	yes	yes
[70-80)	3	47	0	15	0	1	0	Family/GeneralPractice	Respiratory	Other	Diabetes	no	no	no	no	no
[70-80)	4	48	6	21	0	1	0	Missing	Injury	Circulatory	Circulatory	no	no	no	yes	yes
[80-90)	7	60	3	29	0	1	0	Cardiology	Circulatory	Circulatory	Circulatory	no	high	yes	yes	no
[50-60)	6	62	3	21	0	1	0	Emergency/Trauma	Circulatory	Other	Other	no	no	yes	yes	no
[70-80)	9	46	1	9	0	0	0	Missing	Other	Other	Other	no	high	yes	yes	no