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This paper investigates various ways in which a pandemic such as the novelcoronavirus, could be predicted using different mathematical models. It alsostudies the various ways in which these models could be depicted using variousvisualization techniques. This paper aims to present various statisticaltechniques suggested by the Centres for Disease Control and Prevention in orderto represent the epidemiological data. The main focus of this paper is toanalyse how epidemiological data or contagious diseases are theorized using anyavailable information and later may be presented wrongly by not following theguidelines, leading to inaccurate representation and interpretations of thecurrent scenario of the pandemic; with a special reference to the IndianSubcontinent.

How Misuse of Statistics Can Spread Misinformation: A Study of Misrepresentation of COVID-19 Data