This project explores the global impact of COVID‑19 using Kaggle datasets and the R programming language. It applies data cleaning and visualization techniques to highlight key insights. The analysis includes: A line chart showing the worldwide trend of confirmed cases over time. A bar chart comparing the top 10 countries most affected by confirmed cases. A scatter plot examining the relationship between recoveries and deaths across countries. A stacked bar chart providing a detailed breakdown of confirmed, deaths, and recovered cases for India and the US.