Through this project, we discovered that social sentiment analysis is a valuable way to measure public reactions and trends. By gathering and analyzing real user comments from trending videos and posts, we could identify how public perception shifts based on events, product releases, and entertainment.

The IPL topic revealed fans' strong emotional attachment to their teams, while the Samsung S25 Edge gathered excitement and concerns about features. The Thunderbolt movie brought out a mix of hype and criticism, showing how diverse movie opinions can be.

In the end, this project demonstrated how data, when properly collected and visualized, can turn social media noise into meaningful insights. It opens a pathway for using sentiment analysis in marketing, decision-making, and trend prediction — all without writing a single line of code.