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Thematic and Microstructure Analysis of Twitter Tweets: A Corpus-Based CDA Study


This corpus-based research proposes critical discourse analysis based on Van Dijk’s model in the text of social media. The researcher utilized a mixed method approach that found critical discourse analysis of the Twitter hashtag #we are all Pakistani on Twitter concerning the death exploration of Pakistani senior journalist Arshad Sharif. In textual analysis, based on the theoretical framework Van Dijk's model is divided into three levels microstructure, macrostructure, and Superstructure. Analyzing the Tweets, the researcher applies the microstructure in semantic, lexical, syntactical, and thematical dimensions. For data collection, a corpus of two hundred #hashtag tweets was collected randomly and the fifty most effective tweets were selected for better results interpretations. Corpus-based tweets data tagged through POC CLAWS tagger. AntConc software 3.4.4w (Laurence Anthony) is used for the analysis of semantics, syntactical, and lexical bundles. Eventually, the result shows how the language is utilized in the text to convey meanings as well as text information. It concludes that the most common language in tweets is nouns that represent people, places, things, and ideas. Lexical words are used to refer to previous information and to create unity in speech. Thematic elements in the analysis include loss, respect, death, history, injustice, grief, perseverance, public display, and the response to Arshad Sharif's death. Findings provide a better understanding of how language is used on Twitter to communicate and convey thoughts and feelings about important events. Future research may explore methods, a social cognitive approach that considers macrostructure and superstructure analysis of human rights paradigms.


Semantic, Lexical, Microstructure, Syntactic, Tweets



  1. Bouvier, G. (2015). What is a discourse approach to Twitter, Facebook, YouTube and other social media: connecting with other academic fields?. Journal of Multicultural Discourses, 10(2), 149-162.
  2. Baum, H. S., Neil, J. S., & Paul, B. B. (2001).Citizen participation International Encyclopedia of the Social & Behavioral Sciences.
  3. Benford, R. D., & Snow, D. A. (2000). Framing processes and social movements: An overview and assessment. Annual review of sociology, 26(1), 611-639.
  4. Bouvier, G. (2015). What is a discourse approach to Twitter, Facebook, YouTube and other social media: connecting with other academic fields?. Journal of Multicultural Discourses, 10(2), 149-162.
  5. Bouvier, G., & Machin, D. (2021). What gets lost in Twitter ‘cancel culture’hashtags? Calling out racists reveals some limitations of social justice campaigns. Discourse & Society, 32(3), 307-327.
  6. Coles-Ritchie, M., Eggington, K., & Valdez, T. M. (2019). Enhancing teacher education and community learning center programs through critical participatory action research. ie: inquiry in education, 11(1), 8.
  7. Fairclough, N. (2013). Critical discourse analysis.In The Routledge handbook of discourse analysis (pp. 9-20).Routledge.
  8. Fowler, R. (2013). Language in the News: Discourse and Ideology in the Press. Routledge.
  9. Goffman, E.1974. Frame Analysis: An Essay on the Organization of Experience. Vancouver: Harvard University Press.
  10. Gray, D. (2019). Tweeting about women: A critical discourse analysis of International Women’s Day on Twitter (Doctoral dissertation, Cardiff University).
  11. Guzman, A. L. (2016). Evolution of news frames during the 2011 Egyptian revolution: Critical discourse analysis of Fox News’s and CNN’s framing of protesters, Mubarak, and the Muslim Brotherhood. Journalism & Mass Communication Quarterly, 93(1), 80-98.
  12. Hamuddin, B. (2015). DISCOURSE ON MEDIA: Bringing Hot News into ELT's Classroom Discussion.Proceedings of ISELT FBS UniversitasNegeri Padang, 3, 87-95.
  13. interaction, 2(1), 1-37.
  14. Iqbal, R. H., Shah, S. K., Zeb, S., Parveen, R., & Bahadur, S. A. (2023). Myths and Realities About Hypertension: A Critical Discourse Analysis of Recommendations of Research Journals and Medical Associations. Pakistan's Multidisciplinary Journal for Arts & Science, 4(02), 98-107.
  15. Jaber, B. (2021). A critical discourse analysis of the hashtag# WeAreAllIsraaGhrayeb on Twitter: An exploration of honor killing crimes in Palestine. Proceedings of the Association for Information Science and Technology, 58(1), 740-743.
  16. Kim, J. (2017). # iamafeminist as the “mother tag”: feminist identification and activism against misogyny on Twitter in South Korea. Feminist media studies, 17(5), 804-820.
  17. Kritzman, L. D. (1994). * Source: L. Kritzman, Michel Foucault, Politics Philosophy Culture, Interviews and Other Writings 1977-1984, 1988, pp. ix-xxv. Michel Foucault, 1, 25.
  18. Mason, I. (2007). Critical linguistics, language and ideology. The Translator, 13(2), 341-346.
  19. Omrow, D. A. (2018). It is not easy being green: A critical discourse and frame analysis of environmental advocacy on American television. Journal of Media and Communication Studies, 10(3), 14-24.
  20. Prendergast, M., & Quinn, F. (2021). Justice reframed? A comparative critical discourse analysis of Twitter campaigns and print media discourse on two high-profile sexual assault verdicts in Ireland and Spain. Journalism Practice, 15(10), 1613-1632.
  21. Sahmeni, E., &Afifah, N. (2019). Using Critical Discourse Analysis (CDA) in Media Discourse Studies: Unmask the Mass Media. REiLA: Journal of Research and Innovation in Language, 1(2), 39-45.
  22. Salma, N. F. (2018). Exploring Van Dijk: Critical Discourse Analysis’s Aims.
  23. United Nations Office on Drugs and Crime. (2018). Global study on homicide: Gender-related killing of women and girls. UNODC, United Nations Office on Drugs and Crime.
  24. Van Dijk, T. A. (2004). From text grammar to critical discourse analysis. A brief academic autobiography. version, 2.
  25. Wei, L. (2020). System remembers Gunther Kress: Gunther Kress’ contribution to the study of language, technology, and learning. System, 93.