Web scraping in sentiment analysis gathers real-time textual data from sources like social media to analyze public opinions efficiently. ecommerce sentiment analysis data scraping enables sentiment analysis on a large scale, processing vast amounts of textual data efficiently. It enhances the accuracy and scope of sentiment analysis models by ensuring a diverse and up-to-date dataset