This project analyzes YouTube trending video data in the U.S. to identify patterns in views, engagement, and channel performance. It explores how factors like likes and content type influence a video’s likelihood of trending.
View Graphs →The goal of this project is to understand what makes a YouTube video trend. Specifically, it investigates how factors such as views, likes, and channel activity contribute to a video’s popularity and whether certain types of content are more likely to appear on the trending list.
What types of videos (category, channel, or title features) are most likely to become trending on YouTube?
Is there a relationship between views, likes, dislikes, and comment count that explains why a video trends?
Which channels dominate the trending list, and what patterns (posting behavior, engagement) do they share?
This analysis showed that YouTube trending videos are heavily influenced by engagement and visibility. There is a strong positive relationship between views and likes, indicating that videos with higher exposure tend to generate more interaction. Additionally, the data revealed that a small number of videos and channels dominate the trending list, suggesting that viral content and consistent creators play a significant role in driving popularity. Overall, trending success appears to be shaped by both content type and audience engagement patterns.