Analyze shifting listener interests through YouTube Music Playlist Data Scraping for Regional Listening and reveal location-based music engagement patterns. The digital music ecosystem has evolved rapidly, creating new opportunities for platforms, artists, record labels, and marketers to understand audience behavior across different geographic regions.