Mohamed Soufan
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Data Briefs

30% of Arabic Tweets About Lebanon Contain Uncertainty

Nearly one-third of Arabic-language tweets about Lebanon contain linguistic uncertainty, showing that tentative language is a common feature of online discussions.

30 Mar 2026

Data Briefs

Uncertain Tweets Get 25% More Engagement on X

Analysis of Arabic-language tweets shows that tweets expressing uncertainty receive higher engagement, particularly in replies, on X.

27 Mar 2026
Mohamed Soufan
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