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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
[70-80)	8	70	1	16	0	0	0	InternalMedicine	Circulatory	Circulatory	Circulatory	no	no	no	no	yes
[60-70)	1	55	0	15	0	0	0	Emergency/Trauma	Other	Diabetes	Digestive	no	no	yes	yes	yes
[60-70)	8	72	3	53	1	1	0	Cardiology	Injury	Circulatory	Circulatory	no	high	yes	yes	no
[60-70)	6	10	1	17	0	0	0	InternalMedicine	Musculoskeletal	Circulatory	Diabetes	no	no	no	no	no
[80-90)	3	53	5	18	0	0	0	Missing	Circulatory	Circulatory	Respiratory	no	no	no	yes	no
[50-60)	5	64	6	22	0	0	0	Missing	Circulatory	Other	Circulatory	no	no	no	no	no
[60-70)	2	47	0	23	0	0	0	InternalMedicine	Respiratory	Respiratory	Digestive	no	high	no	yes	yes
[70-80)	3	38	1	10	0	0	1	InternalMedicine	Circulatory	Circulatory	Circulatory	no	no	no	yes	no
[60-70)	5	42	3	25	2	5	7	Missing	Digestive	Other	Other	no	no	no	no	yes
[70-80)	2	25	1	19	0	0	0	Family/GeneralPractice	Circulatory	Circulatory	Diabetes	no	no	no	yes	no
[50-60)	1	38	0	12	1	0	0	Emergency/Trauma	Respiratory	Respiratory	Diabetes	no	no	yes	yes	no
[60-70)	5	54	0	28	0	1	0	Missing	Other	Other	Circulatory	no	no	no	yes	no
[80-90)	2	37	0	9	0	1	0	InternalMedicine	Other	Other	Other	no	no	yes	yes	yes
[60-70)	3	35	0	23	0	1	0	Missing	Respiratory	Circulatory	Circulatory	no	no	no	no	no
[50-60)	5	38	4	23	0	1	0	Cardiology	Circulatory	Circulatory	Circulatory	no	no	no	yes	yes
[70-80)	1	31	0	9	0	0	0	Missing	Digestive	Other	Other	no	no	no	yes	no
[80-90)	5	25	0	11	0	0	0	Emergency/Trauma	Respiratory	Respiratory	Other	no	no	yes	yes	yes
[50-60)	4	37	1	12	1	0	1	Missing	Other	Respiratory	Respiratory	no	no	yes	yes	no
[80-90)	11	91	0	23	0	3	0	Missing	Circulatory	Respiratory	Respiratory	no	high	yes	yes	no
[70-80)	1	49	0	8	0	0	0	InternalMedicine	Circulatory	Circulatory	Circulatory	no	no	no	yes	no
[60-70)	2	32	0	14	0	0	0	Missing	Respiratory	Circulatory	Respiratory	no	no	no	no	yes
[80-90)	5	36	0	19	0	0	0	InternalMedicine	Other	Circulatory	Respiratory	no	no	no	no	yes
[70-80)	4	51	0	12	0	0	0	InternalMedicine	Circulatory	Circulatory	Circulatory	normal	high	no	no	no
[90-100)	1	25	0	5	0	0	0	Missing	Diabetes	Other	Other	no	no	yes	yes	yes
[50-60)	9	61	6	27	1	0	2	InternalMedicine	Diabetes	Musculoskeletal	Other	no	high	yes	yes	no
[40-50)	1	21	0	6	0	0	0	Cardiology	Circulatory	Circulatory	Diabetes	no	high	no	yes	no
[60-70)	6	38	1	28	0	0	0	Other	Injury	Other	Other	no	no	yes	yes	yes
[50-60)	2	35	2	19	1	1	0	Other	Respiratory	Circulatory	Other	no	no	no	no	yes
[40-50)	5	1	0	16	1	1	2	Emergency/Trauma	Circulatory	Circulatory	Respiratory	no	no	yes	yes	yes
[60-70)	2	29	2	27	0	0	0	Missing	Other	Other	Diabetes	no	no	no	yes	yes
[50-60)	3	2	0	5	0	1	0	Missing	Circulatory	Diabetes	Circulatory	no	no	no	no	yes
[60-70)	2	47	5	12	0	0	0	Cardiology	Circulatory	Respiratory	Other	no	no	no	yes	no
[70-80)	6	59	3	20	0	0	0	Cardiology	Circulatory	Circulatory	Diabetes	no	high	yes	yes	yes
[60-70)	2	31	0	11	0	0	0	Emergency/Trauma	Other	Diabetes	Missing	no	high	yes	yes	no
[90-100)	8	80	0	12	0	0	0	Emergency/Trauma	Other	Other	Circulatory	no	no	no	no	no
[60-70)	8	48	3	22	0	0	0	InternalMedicine	Circulatory	Respiratory	Circulatory	no	no	yes	yes	no
[90-100)	3	19	0	10	1	0	0	Missing	Circulatory	Circulatory	Circulatory	no	no	no	yes	yes
[70-80)	4	70	0	21	0	2	0	Missing	Other	Circulatory	Digestive	no	no	no	no	no
[40-50)	14	60	2	32	0	0	0	Missing	Diabetes	Respiratory	Circulatory	no	no	no	yes	no
[40-50)	3	28	1	13	1	1	2	Missing	Circulatory	Other	Other	no	no	no	no	yes
[70-80)	5	77	4	24	0	0	0	Missing	Other	Digestive	Diabetes	no	no	yes	yes	yes
[50-60)	1	1	5	20	0	0	0	Missing	Musculoskeletal	Diabetes	Circulatory	no	no	no	yes	no
[80-90)	6	64	0	8	0	1	0	Missing	Other	Other	Other	no	no	no	yes	no
[70-80)	6	40	0	15	0	2	1	Missing	Circulatory	Circulatory	Circulatory	no	no	yes	yes	no
[70-80)	5	38	1	10	0	1	0	InternalMedicine	Circulatory	Circulatory	Diabetes	no	no	yes	yes	no
[60-70)	3	1	0	17	0	0	0	Emergency/Trauma	Other	Circulatory	Circulatory	no	no	yes	yes	yes
[60-70)	4	1	6	13	1	0	0	Other	Circulatory	Injury	Other	no	no	no	no	yes
[50-60)	2	69	0	16	0	2	0	InternalMedicine	Respiratory	Other	Circulatory	no	no	yes	yes	no
[40-50)	1	24	0	6	0	0	0	Missing	Injury	Circulatory	Other	normal	no	no	no	no
[80-90)	6	27	1	18	0	0	0	Other	Other	Other	Circulatory	no	no	no	no	no
[40-50)	1	26	0	11	0	0	0	Family/GeneralPractice	Diabetes	Injury	Other	high	no	yes	yes	no
[70-80)	8	80	1	21	2	0	0	Missing	Other	Circulatory	Other	no	no	yes	yes	yes
[40-50)	5	39	3	16	2	0	0	Missing	Digestive	Circulatory	Diabetes	no	no	yes	yes	no
[70-80)	14	59	2	44	0	0	0	Missing	Circulatory	Injury	Circulatory	no	no	yes	yes	no
[80-90)	11	62	0	14	4	1	1	InternalMedicine	Other	Other	Other	no	high	yes	yes	yes
[50-60)	3	27	2	21	1	0	0	Surgery	Injury	Diabetes	Other	no	no	yes	yes	no
[60-70)	4	43	2	11	1	4	0	Missing	Digestive	Diabetes	Other	no	no	no	no	yes
[50-60)	3	59	1	16	1	1	0	Missing	Digestive	Digestive	Diabetes	no	no	yes	yes	no
[70-80)	9	77	3	22	0	0	0	Emergency/Trauma	Circulatory	Circulatory	Circulatory	no	normal	yes	yes	yes
[60-70)	2	31	0	14	0	0	0	Missing	Respiratory	Other	Other	no	no	yes	yes	yes
[60-70)	5	78	0	14	1	0	0	Family/GeneralPractice	Circulatory	Other	Diabetes	no	high	yes	yes	no
[80-90)	3	2	1	23	1	0	1	Other	Musculoskeletal	Diabetes	Circulatory	no	no	no	yes	yes
[60-70)	1	22	0	13	0	0	0	Missing	Other	Other	Circulatory	no	no	yes	yes	no
[80-90)	4	49	3	18	0	1	0	InternalMedicine	Circulatory	Circulatory	Diabetes	normal	no	no	no	yes
[60-70)	3	7	1	26	2	0	0	Other	Musculoskeletal	Diabetes	Circulatory	no	no	yes	yes	no
[70-80)	8	29	1	28	0	1	0	Surgery	Circulatory	Other	Respiratory	no	no	no	no	no
[50-60)	3	18	1	8	0	1	0	Missing	Diabetes	Other	Other	no	no	no	yes	no
[70-80)	2	36	0	14	0	1	0	Missing	Other	Other	Diabetes	no	high	yes	yes	no
[80-90)	3	38	0	24	0	0	0	Missing	Other	Other	Other	no	no	yes	yes	no
[70-80)	3	2	3	16	0	0	0	Missing	Circulatory	Circulatory	Diabetes	no	no	no	yes	no
[60-70)	5	16	2	7	0	0	0	Missing	Circulatory	Circulatory	Diabetes	no	high	no	yes	no
[50-60)	8	34	2	15	0	1	0	Surgery	Injury	Circulatory	Other	no	no	no	yes	no
[70-80)	4	61	0	8	0	0	0	Other	Injury	Other	Diabetes	no	no	yes	yes	no
[60-70)	5	66	0	21	0	0	0	Cardiology	Circulatory	Circulatory	Diabetes	no	no	no	yes	yes
[70-80)	5	23	5	18	0	0	0	Missing	Circulatory	Circulatory	Circulatory	no	no	no	no	no
[60-70)	5	44	4	33	0	0	0	Missing	Circulatory	Diabetes	Circulatory	no	no	yes	yes	no
[80-90)	3	49	2	24	2	4	1	Missing	Digestive	Circulatory	Diabetes	no	no	no	yes	yes
[60-70)	8	10	0	13	0	0	0	Missing	Circulatory	Circulatory	Respiratory	no	no	yes	yes	no
[50-60)	3	41	0	17	0	1	1	Missing	Circulatory	Other	Other	no	no	no	no	yes
[50-60)	4	40	2	16	0	0	0	Family/GeneralPractice	Other	Other	Circulatory	no	no	yes	yes	yes
[60-70)	2	37	0	20	0	0	0	Missing	Respiratory	Diabetes	Other	no	no	yes	yes	yes
[70-80)	9	73	0	17	2	1	0	Missing	Circulatory	Respiratory	Other	no	no	no	no	no
[80-90)	4	27	0	11	0	2	0	Emergency/Trauma	Other	Other	Respiratory	no	no	no	yes	yes
[80-90)	6	49	5	9	7	0	0	Missing	Digestive	Other	Digestive	no	no	no	yes	no
[50-60)	12	57	3	23	0	0	0	Missing	Digestive	Diabetes	Respiratory	no	high	no	no	no
[60-70)	3	20	1	12	1	0	0	Missing	Musculoskeletal	Other	Respiratory	no	no	no	yes	yes
[80-90)	8	74	2	25	4	0	0	Missing	Respiratory	Respiratory	Respiratory	no	no	no	no	yes
[80-90)	11	46	2	19	0	0	0	Missing	Other	Other	Injury	no	no	yes	yes	yes
[80-90)	11	37	2	11	0	0	0	InternalMedicine	Other	Circulatory	Circulatory	no	no	no	yes	yes
[80-90)	2	51	0	10	0	0	0	Missing	Circulatory	Circulatory	Circulatory	no	no	yes	yes	yes
[50-60)	8	45	5	28	0	0	0	Missing	Diabetes	Circulatory	Other	no	no	no	no	yes
[70-80)	11	53	4	9	1	0	0	InternalMedicine	Other	Other	Digestive	no	no	no	yes	no
[70-80)	6	36	3	21	0	0	0	Other	Other	Diabetes	Injury	no	no	no	no	yes
[70-80)	3	73	0	16	1	2	1	Missing	Other	Diabetes	Other	no	high	yes	yes	yes
[40-50)	12	45	0	24	0	0	1	Missing	Respiratory	Respiratory	Other	no	no	yes	yes	no
[90-100)	3	43	0	24	0	0	0	Cardiology	Circulatory	Circulatory	Diabetes	no	no	yes	yes	no
[50-60)	2	21	0	12	0	0	1	Cardiology	Circulatory	Diabetes	Circulatory	high	no	yes	yes	no
[70-80)	3	66	3	24	0	0	0	Emergency/Trauma	Circulatory	Respiratory	Respiratory	no	high	yes	yes	yes
[60-70)	3	27	1	9	0	1	0	Missing	Injury	Injury	Other	no	no	no	yes	no
[80-90)	3	22	0	5	0	2	0	Other	Digestive	Circulatory	Circulatory	high	no	no	no	no