Preprint
From 50K to 8.2 Million in 24 Hours: Vozinha's Algorithmic Consecration and the Multilingual Making of World Cup Visibility
arXiv
Pilot study of the multilingual frames constructing Vozinha’s visibility during the 2026 World Cup.
Details
Method
Computational discourse analysis in Portuguese, Spanish, English and French; AI-assisted annotation with human validation.
Contribution
Examines how narratives and platform metrics participate in constructing visibility.
Scope
Pilot preprint v0.1. Follower counts include estimates, not a continuous API series. Full double annotation and inter-annotator agreement are listed as future work.
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