TikTok videos on Romanian urban-to-rural migration show new digital paid labor, highly data-rich rural representations, and often idealized daily lives that promote tourism while covering health advice, politics, and self-expression.
arXiv preprint URL:https://arxiv.org/abs/2601.15278v1
2 Pith papers cite this work. Polarity classification is still indexing.
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TikTok mental health discourse during awareness months features stable topics with negative video sentiment on emotional themes, more positive comments especially on suicide prevention, and low overall toxicity with topic-specific outliers in comments.
citing papers explorer
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Urban to Rural Migration in Eastern Europe: Unpacking digital ruralities through TikTok video analysis
TikTok videos on Romanian urban-to-rural migration show new digital paid labor, highly data-rich rural representations, and often idealized daily lives that promote tourism while covering health advice, politics, and self-expression.
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The Tone of Awareness: Topic, Sentiment, and Toxicity Maps During Mental Health Month on TikTok
TikTok mental health discourse during awareness months features stable topics with negative video sentiment on emotional themes, more positive comments especially on suicide prevention, and low overall toxicity with topic-specific outliers in comments.