Research Context: This bachelor thesis examined whether NBA player performance statistics influence how fans discuss and react emotionally to highlight videos on YouTube. Combining 72,749 comments from 496 videos with detailed player statistics from the 2024/2025 season, I used advanced text mining techniques to discover patterns between on-court