By examining sentiment categories such as Positive, Negative, Neutral, and Irrelevant, the project provides valuable insights into how users perceive different topics and brands on social media ...

(Replace the filenames below with your actual image file names if they differ) Insight: The sales volume shows a significant upward trend towards the end of the year, with a massive spike in November, ...