Content analysis of #GymTok videos finds positive associations between muscularity, perceived harm, and engagement metrics, implying TikTok algorithms may amplify muscular ideals and risky behaviors.
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2026 2verdicts
UNVERDICTED 2representative citing papers
TwistedHumor dataset shows dark humor in YouTube Shorts clusters around critique, coping, awkwardness and identity with more mixed and toxic audience reactions than regular humor.
citing papers explorer
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The Body as Status: Muscularity, Engagement, and Body Image Risk on #GymTok
Content analysis of #GymTok videos finds positive associations between muscularity, perceived harm, and engagement metrics, implying TikTok algorithms may amplify muscular ideals and risky behaviors.
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When Jokes Cross the Line: Analyzing Regular Humor and Dark Humor in YouTube Shorts
TwistedHumor dataset shows dark humor in YouTube Shorts clusters around critique, coping, awkwardness and identity with more mixed and toxic audience reactions than regular humor.