The COVID pandemic has had a profound impact on the world, not just in terms of physical health but also mental health. Many individuals have struggled with feelings of isolation, anxiety, and depression in the past year. As we continue to battle this global crisis, it is crucial to understand the full scope of its impact on our mental wellbeing. This is where data science techniques come into play.