Data analysis and modeling of COVID-19

Abstract

The Novel Coronavirus (COVID-19) is a virus which has its upsetting effects in the entire world since December 2019. It has sickened a considerable population worldwide, locked down major countries and called for global travel restrictions. Visualization and modelling of COVID-19 carry much importance as even the smallest analyzation can be of great help in the current situation that the world is facing. In this paper, authors have analyzed the trend of the spread of COVID-19 by using different graphs to represent the data globally and specifically for India. By using different built-in functions available in Plotly library of Python, authors have made various graphs for the analysis to get a better insight into the spread of this pandemic. Authors have implemented SIR Model to predict the spread of COVID-19. Authors have also considered the SIR model for India predicted the trend of virus that will take place for upcoming months.

Subject Classification:

• 93C15

Keywords:

• Coronavirus
• SIR model
• Pandemic