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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
[50-60)	9	65	3	24	0	0	0	Missing	Diabetes	Other	Circulatory	no	high	yes	yes	no
[60-70)	4	46	0	18	0	1	0	Missing	Circulatory	Circulatory	Circulatory	no	no	no	yes	yes
[60-70)	1	64	0	7	0	1	0	Missing	Digestive	Other	Other	no	no	no	yes	no
[50-60)	4	52	0	8	0	0	0	Missing	Other	Other	Diabetes	no	no	no	yes	yes
[60-70)	6	63	3	19	0	0	0	Missing	Circulatory	Circulatory	Circulatory	no	high	yes	yes	no
[90-100)	1	37	1	9	0	0	1	Surgery	Circulatory	Other	Digestive	no	no	yes	yes	no
[70-80)	11	45	2	21	2	6	2	Missing	Musculoskeletal	Other	Other	no	no	no	yes	yes
[50-60)	1	8	0	4	0	0	1	Missing	Respiratory	Respiratory	Other	no	no	yes	yes	yes
[90-100)	4	27	0	1	0	2	1	Family/GeneralPractice	Circulatory	Other	Diabetes	no	no	no	no	no
[60-70)	2	30	0	15	2	0	2	Missing	Other	Other	Circulatory	no	no	no	no	yes
[80-90)	5	72	0	11	0	0	0	Family/GeneralPractice	Circulatory	Diabetes	Circulatory	no	high	no	yes	no
[80-90)	2	32	0	11	0	1	0	Surgery	Other	Diabetes	Other	no	no	yes	yes	no
[50-60)	4	40	0	18	2	2	0	Missing	Circulatory	Circulatory	Diabetes	no	no	yes	yes	yes
[40-50)	2	33	4	8	0	0	0	Missing	Respiratory	Circulatory	Circulatory	no	no	no	no	no
[80-90)	7	66	0	18	4	0	0	Missing	Other	Other	Other	no	no	no	yes	no
[70-80)	6	1	1	16	0	0	0	InternalMedicine	Other	Diabetes	Circulatory	no	no	yes	yes	no
[60-70)	3	65	0	17	2	8	0	Missing	Other	Other	Circulatory	no	no	yes	yes	no
[80-90)	6	52	1	23	0	0	0	Missing	Musculoskeletal	Other	Circulatory	no	no	no	yes	yes
[60-70)	4	43	0	18	0	1	0	InternalMedicine	Circulatory	Other	Respiratory	no	no	yes	yes	no
[80-90)	8	65	0	15	0	0	0	Cardiology	Diabetes	Circulatory	Other	no	high	yes	yes	yes
[60-70)	1	34	3	12	0	0	0	Other	Other	Other	Other	no	no	yes	yes	no
[60-70)	5	5	6	18	0	0	0	Missing	Circulatory	Circulatory	Circulatory	no	no	no	yes	yes
[50-60)	5	38	0	7	0	0	0	Missing	Other	Other	Diabetes	no	no	yes	yes	no
[50-60)	5	71	6	25	0	0	0	InternalMedicine	Other	Diabetes	Musculoskeletal	no	high	yes	yes	yes
[60-70)	2	34	0	15	0	0	0	InternalMedicine	Circulatory	Circulatory	Diabetes	no	no	no	yes	no
[80-90)	4	40	2	13	0	0	3	Missing	Circulatory	Circulatory	Other	no	no	no	yes	no
[70-80)	4	47	0	10	0	1	0	Family/GeneralPractice	Injury	Diabetes	Other	no	no	yes	yes	no
[50-60)	3	54	3	30	0	5	0	Missing	Digestive	Digestive	Digestive	no	no	yes	yes	yes
[80-90)	1	16	0	9	3	1	0	Missing	Circulatory	Circulatory	Circulatory	no	high	no	yes	no
[60-70)	1	27	1	16	0	0	0	Surgery	Injury	Diabetes	Respiratory	no	no	yes	yes	yes
[60-70)	2	39	0	9	0	0	0	Missing	Respiratory	Respiratory	Other	no	normal	no	yes	no
[60-70)	3	71	1	10	0	0	0	InternalMedicine	Other	Other	Other	no	high	no	yes	no
[40-50)	2	29	0	11	0	1	0	Missing	Circulatory	Diabetes	Circulatory	no	no	yes	yes	yes
[80-90)	3	43	0	4	0	0	0	InternalMedicine	Circulatory	Other	Circulatory	no	no	no	yes	no
[70-80)	3	43	0	23	1	0	0	Missing	Respiratory	Diabetes	Other	no	no	yes	yes	yes
[50-60)	3	40	0	11	0	0	0	Emergency/Trauma	Circulatory	Other	Diabetes	no	no	yes	yes	yes
[80-90)	5	55	0	8	0	0	0	Missing	Respiratory	Other	Other	no	no	no	yes	no
[50-60)	4	37	0	13	0	1	0	Other	Diabetes	Other	Other	no	high	yes	yes	no
[50-60)	6	62	2	27	0	0	0	InternalMedicine	Circulatory	Other	Circulatory	no	no	yes	yes	yes
[90-100)	5	60	1	19	0	0	0	Missing	Digestive	Circulatory	Circulatory	no	no	no	yes	yes
[70-80)	7	49	0	17	0	1	0	Missing	Other	Circulatory	Circulatory	no	no	no	yes	yes
[90-100)	8	56	0	3	0	0	0	Missing	Musculoskeletal	Circulatory	Diabetes	no	no	no	yes	yes
[70-80)	6	51	2	18	0	0	0	InternalMedicine	Other	Other	Other	no	no	no	yes	yes
[70-80)	4	53	1	17	0	0	0	Other	Respiratory	Other	Other	no	no	no	yes	no
[40-50)	3	47	0	23	0	2	0	Missing	Respiratory	Diabetes	Other	no	no	yes	yes	no
[50-60)	8	43	0	22	0	0	0	Other	Respiratory	Respiratory	Circulatory	no	high	yes	yes	yes
[60-70)	1	39	1	13	0	1	0	Surgery	Circulatory	Digestive	Diabetes	no	no	no	no	no
[60-70)	3	68	0	15	0	0	0	InternalMedicine	Diabetes	Other	Other	no	no	no	yes	no
[50-60)	5	39	0	12	0	0	0	Missing	Other	Circulatory	Diabetes	no	no	no	no	no
[50-60)	1	10	3	9	0	0	0	Surgery	Other	Respiratory	Circulatory	no	no	no	no	yes
[60-70)	4	72	0	16	0	0	0	Other	Respiratory	Circulatory	Circulatory	no	no	no	yes	no
[80-90)	3	53	1	24	0	2	0	Other	Musculoskeletal	Digestive	Circulatory	no	no	yes	yes	yes
[80-90)	2	49	0	14	0	2	0	Missing	Other	Diabetes	Circulatory	no	no	yes	yes	no
[40-50)	4	75	0	14	0	0	0	Family/GeneralPractice	Diabetes	Digestive	Digestive	no	high	yes	yes	no
[70-80)	3	10	0	15	3	0	0	Other	Injury	Other	Other	normal	no	no	yes	no
[70-80)	7	80	6	32	1	1	0	Missing	Circulatory	Other	Circulatory	no	normal	yes	yes	yes
[70-80)	3	12	0	7	0	0	0	Missing	Circulatory	Circulatory	Circulatory	no	no	no	no	yes
[50-60)	1	1	1	15	0	0	0	Missing	Circulatory	Respiratory	Diabetes	no	no	no	no	yes
[60-70)	4	39	2	16	0	0	0	Emergency/Trauma	Digestive	Diabetes	Digestive	no	no	yes	yes	yes
[40-50)	2	35	2	8	0	0	1	Family/GeneralPractice	Other	Diabetes	Other	no	no	no	no	no
[70-80)	4	31	2	17	0	2	0	InternalMedicine	Other	Circulatory	Circulatory	no	no	yes	yes	no
[70-80)	7	75	1	13	0	1	0	Family/GeneralPractice	Digestive	Other	Other	no	no	no	no	no
[60-70)	10	53	2	22	2	0	0	Other	Circulatory	Circulatory	Respiratory	no	no	yes	yes	no
[60-70)	4	60	0	15	0	0	0	Missing	Respiratory	Diabetes	Digestive	no	no	yes	yes	yes
[40-50)	7	48	1	14	0	0	0	InternalMedicine	Respiratory	Circulatory	Circulatory	no	high	no	yes	no
[50-60)	4	25	0	15	0	0	0	InternalMedicine	Respiratory	Circulatory	Circulatory	no	high	yes	yes	no
[60-70)	12	71	1	14	0	0	0	Other	Other	Circulatory	Diabetes	no	normal	no	yes	no
[80-90)	12	90	2	25	0	0	0	Emergency/Trauma	Circulatory	Respiratory	Respiratory	no	no	yes	yes	no
[70-80)	4	17	1	22	0	1	0	Other	Injury	Circulatory	Diabetes	normal	no	no	yes	yes
[50-60)	2	55	0	5	0	0	0	Missing	Diabetes	Other	Other	no	no	no	yes	no
[70-80)	5	48	0	16	1	0	0	Missing	Respiratory	Respiratory	Diabetes	no	no	yes	yes	yes
[50-60)	4	40	1	14	0	0	0	InternalMedicine	Other	Diabetes	Circulatory	no	no	yes	yes	no
[60-70)	4	2	0	10	2	1	1	Missing	Diabetes	Other	Other	no	no	no	no	yes
[60-70)	2	48	1	20	0	0	0	Surgery	Circulatory	Diabetes	Circulatory	no	no	no	yes	no
[70-80)	6	40	2	16	4	2	0	Missing	Diabetes	Other	Circulatory	no	no	yes	yes	yes
[40-50)	9	32	1	19	1	4	0	Other	Other	Circulatory	Musculoskeletal	no	no	yes	yes	yes
[50-60)	2	2	2	15	0	0	0	Family/GeneralPractice	Digestive	Diabetes	Other	no	no	no	no	no
[60-70)	4	41	0	16	1	0	0	Missing	Other	Digestive	Circulatory	no	no	no	yes	yes
[70-80)	7	61	2	12	0	0	0	Missing	Other	Other	Other	no	no	no	yes	no
[50-60)	7	58	4	15	0	1	0	Missing	Other	Digestive	Other	no	no	yes	yes	yes
[40-50)	4	40	0	14	0	0	0	Missing	Diabetes	Other	Musculoskeletal	no	high	yes	yes	no
[60-70)	5	48	1	14	0	0	0	Other	Injury	Missing	Missing	no	no	no	no	yes
[70-80)	5	56	1	13	0	0	0	Other	Other	Respiratory	Diabetes	no	no	no	no	no
[80-90)	6	68	1	21	0	1	0	InternalMedicine	Circulatory	Diabetes	Circulatory	high	high	yes	yes	yes
[80-90)	3	18	0	23	0	1	0	Missing	Musculoskeletal	Other	Circulatory	high	no	yes	yes	no
[80-90)	5	40	0	12	0	1	0	Emergency/Trauma	Circulatory	Circulatory	Circulatory	no	no	no	no	no
[80-90)	1	45	0	5	0	2	1	Cardiology	Circulatory	Circulatory	Other	no	no	no	no	no
[90-100)	1	29	0	6	0	0	0	Missing	Other	Other	Circulatory	no	no	no	no	no
[70-80)	4	45	1	18	0	0	0	Other	Musculoskeletal	Other	Diabetes	no	no	yes	yes	no
[50-60)	10	82	1	20	0	0	0	InternalMedicine	Digestive	Digestive	Diabetes	high	no	no	no	no
[70-80)	1	47	0	15	2	0	0	Missing	Circulatory	Circulatory	Circulatory	no	normal	yes	yes	yes
[50-60)	2	20	1	11	0	0	0	Other	Circulatory	Digestive	Circulatory	no	no	no	yes	yes
[60-70)	2	29	0	11	0	0	0	Missing	Other	Other	Diabetes	no	no	yes	yes	no
[70-80)	3	46	3	18	0	0	0	Missing	Circulatory	Circulatory	Other	no	no	no	no	no
[70-80)	3	44	2	29	1	3	0	Missing	Circulatory	Circulatory	Circulatory	no	no	no	yes	yes
[60-70)	4	24	2	17	0	3	0	Surgery	Other	Respiratory	Other	high	no	no	yes	no
[60-70)	6	53	0	11	0	1	0	InternalMedicine	Musculoskeletal	Musculoskeletal	Musculoskeletal	no	no	no	yes	yes
[70-80)	2	26	1	9	0	1	0	Other	Other	Circulatory	Other	no	no	no	yes	no
[70-80)	1	38	0	7	1	0	1	Missing	Other	Other	Circulatory	no	no	no	no	yes
[70-80)	1	30	0	6	1	1	0	Missing	Digestive	Circulatory	Other	no	no	yes	yes	no