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This analysis emphasizes the epidemiology of COVID-19, its effects in the Asia continent, and active case study of COVID-19 including the distinct countries.An event is extreme if its magnitude exceeds the threshold. A choice of a threshold is subject to uncertainty caused by a method, the size of available data, a hypothesis on statistics, etc. We assess the degree of uncertainty by the Shannon's entropy calculated on the probability that the threshold changes at any given time. If the amount of data is not sufficient, an observer is in t
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