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From Cairo to Cape Town: How African Twitter Shapes the Global Palestine-Israel Narrative

Proceedings of the Second Workshop on Building Educational Applications Using NLP

DOI:10.63317/3yjem8toy98z

Abstract

African Twitter users are active shapers of the Palestine-Israel conversation but their contribution remains relatively understudied. Using 132.5K geo-located tweets from 2020 to 2023 and 451-term list of keywords in 33 languages, we identify three patterns in this context: (1) broad participation (Egypt supplies 43% of posts, yet Nigeria, South Africa, Kenya and Ghana contribute more than a third); (2) multilingual predominantly pro-Palestine amplification across Arabic, English, French, Swahili and other tongues, with 8% of tweets left “undetermined” by Twitter’s language detector; and (3) a humanitarian framing that centers civilian harm through hashtags such as #GazaUnderAttack and #PalestenianLivesMatter. We outline design implications for language-agnostic interfaces, low-friction source verification and cross-movement recommendation tools that foreground African epistemologies in global civic-tech systems.

Details

Paper ID
lrec2026-ws-politicalnlp-03
Pages
pp. 29-34
BibKey
fawzi-etal-2026-cairo
Editors
N/A
Publisher
European Language Resources Association (ELRA)
ISSN
N/A
ISBN
N/A
Workshop
Proceedings of the Second Workshop on Building Educational Applications Using NLP
Location
Palma, Mallorca, Spain
Date
11 - 16 May 2026

Authors

  • MF

    Mahmoud Fawzi

  • HE

    Houda Elmimouni

  • WM

    Walid Magdy

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