  This paper investigates various ways in which a pandemic such as the novel
coronavirus, could be predicted using different mathematical models. It also
studies the various ways in which these models could be depicted using various
visualization techniques. This paper aims to present various statistical
techniques suggested by the Centres for Disease Control and Prevention in order
to represent the epidemiological data. The main focus of this paper is to
analyse how epidemiological data or contagious diseases are theorized using any
available information and later may be presented wrongly by not following the
guidelines, leading to inaccurate representation and interpretations of the
current scenario of the pandemic; with a special reference to the Indian
Subcontinent.
