13% of narratives drove repetition on X after ceasefire
A small share of narratives drove all repetition on X after the Lebanon ceasefire, concentrating repeated content within a limited set of clusters.
In the 48 hours following the Lebanon ceasefire in April 2026, activity on X surged as users shared updates and reactions. While repetition was visible across the dataset, it was not evenly distributed. Instead, repeated content was concentrated within a small subset of narratives that spread across multiple accounts.
Key finding
💡
Just 13.4% of narrative clusters drove all repeated content on X after the Lebanon ceasefire.
Data
📃
Posts analyzed: 1,442 Arabic-language posts
Total clusters: 1,074
Clusters with repetition: 144 (13.4%)
Repeated posts: 35.5%
Largest cluster: 25 posts
Total clusters: 1,074
Clusters with repetition: 144 (13.4%)
Repeated posts: 35.5%
Largest cluster: 25 posts
Full analysis
Narratives Beat News on X After Lebanon Ceasefire
A data analysis of 1,442 Arabic-language posts on X shows that after Lebanon’s ceasefire, attention focused on repeated narratives and a small group of accounts, not on ground-level reporting.
Mohamed Soufan
Related Research
Inside the Hidden Structure of Political Discourse on X
A study of Arabic-language political discussions on X shows that while thousands participate, attention is highly concentrated—just 1% of users drive over 60% of engagement.
Mohamed Soufan
Ain Saadeh on X: Politics Drove Engagement, Not News
After the Ain Saadeh incident, strike claims dominated what people posted on X, but political content dominated what people paid attention to.
Mohamed Soufan
Data and Methodology
The full dataset and analysis code are publicly available on GitHub.
