This project seeks to dive down into the sentiments of people with regards to COVID19, therefore a sentiment analysis of over 1500 tweets obtained from Twitter with the hashtags #COVID19 was carried out I also created an interactive sentiment polarity plot using Rshiny which has been deployed on shinyapps.io It is available on this link: https://adeola-adesoba.shinyapps.io/sentiment-analysis/