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The Politics of Language Choice: How the Russian-Ukrainian War Influences Ukrainians' Language Use on Twitter

arXiv 2305.02770 ↗First posted 4 May 2023cs.CY cs.CL stat.APcited by 0

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Abstract (arXiv)

The use of language is innately political and often a vehicle of cultural identity as well as the basis for nation building. Here, we examine language choice and tweeting activity of Ukrainian citizens based on more than 4 million geo-tagged tweets from over 62,000 users before and during the Russian-Ukrainian War, from January 2020 to October 2022. Using statistical models, we disentangle sample effects, arising from the in- and outflux of users on Twitter, from behavioural effects, arising from behavioural changes of the users. We observe a steady shift from the Russian language towards the Ukrainian language already before the war, which drastically speeds up with its outbreak. We attribute these shifts in large part to users' behavioural changes. Notably, we find that more than half of the Russian-tweeting users shift towards Ukrainian as a result of the war.

Key facts. No citing papers in the map yet (data through 7 Oct 2026). Builds on 5 of its 54 references that are in the map. First posted on arXiv 4 May 2023.

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5 of 54 references.

References · 5

  1. 2021XLM-T: Multilingual Language Models in Twitter for Sentiment Analysis and Beyondcited by 114
  2. 2019Scalable and Generalizable Social Bot Detection through Data Selectioncited by 59
  3. 2021Shifting Polarization and Twitter News Influencers between two U.S. Presidential Electionscited by 8
  4. 2022This Sample seems to be good enough! Assessing Coverage and Temporal Reliability of Twitter's Academic APIcited by 5
  5. 2017Crisis Communication Patterns in Social Media during Hurricane Sandycited by 1

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