Analysis of Viewer Responses by Type of Dance TV Program: A YouTube Comment Study of 〈Street Woman Fighter〉 and〈Somebody〉

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This research aims to understand how viewer responses differ based on the type of dance TV program, highlighting implications for future content planning.
Analyzed comments from YouTube videos of two dance programs: 'Street Woman Fighter' and 'Somebody'.
Collected and refined 11,326 comments from 'Street Woman Fighter' and 800 from 'Somebody'.
Employed text mining techniques, including frequency analysis, TF-IDF, and N-gram analysis, along with network analysis using UCINET and NetDraw.
Viewer responses to 'Street Woman Fighter' emphasized professionalism, teamwork, and performance-related content.
'Somebody' showed responses focused on physical appearance, personality assessment, and romantic dynamics.
Distinct viewer groups emerged, with 'Street Woman Fighter' fostering support for crews and 'Somebody' featuring mixed concerns over appearance and relationship commentary.

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Analyzes viewer responses in dance TV programs, indicating how program type influences audience engagement.

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Seung-Yeon Lee (2026) studied this question.

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