The last two years have been extremely volatile for the entire world. The covid-19, which was discovered in Wuhan, has spread throughout the world. The primary goal of this paper is to analyze the impact of the Corona virus over the last two years and visualize the data in order to gain a better understanding of the data collected from various sources. Also, we discussed some papers that we had gathered in order to review the works of various authors on the covid-19 and its effects. This paper puts an emphasis on the information of COVID-19 ‘phase 2’ which was from February 2021 to December 2021. The outcome of the investigation demonstrates the effect of COVID-19 in India as well as all over the world.Graphs were created using Python libraries like “Matplotlib” and “Seaborn” which produces better results for visualization. Also, we have compared the situation of different countries who are suffering from Covid-19 pandemic with India. In this paper we have also discussed about the doses of vaccine administered in different countries.