The document analyzes the relationship between the rate of COVID-19 infections and deaths in several countries using correlation and regression analysis. It finds: 1) A moderate to very strong positive correlation between infection and death rates in India, England, America, Italy, Spain, Pakistan and France. 2) China was the only country with a very low negative correlation. 3) Regression analysis shows a significant positive relationship between infection and death rates, indicating the number of infections can be used to predict deaths. 4) The conclusion is that countries need to identify infected patients quickly and provide proper treatment to reduce deaths.