INDUSTRY FOCUS
She covers release cycles, virality patterns, and fan engagement across major platforms. Her analysis draws on data from YouTube, Spotify, and TikTok, alongside chart movement and interaction metrics. She also evaluates how distribution strategies and content formats influence reach.
AUTHOR DETAILS
Kpop Audience Researcher at Kpop Radar, producing data-led reports and analytical features focused on performance trends and fan behavior.
FAVORITE MEDIA
Music documentaries, live stages, variety shows, dance practices, comeback teasers, artist interviews, platform analytics tools
