Anatomy of the pro-sovereignty discourse: comparative thematic and terminological analysis of texts by EH Bildu and Sinn Féin
DOI:
https://doi.org/10.31921/doxacom.n42a3081Keywords:
left soberanism, terrorism, political communication, lexic analysis, framing, agenda settingAbstract
The study analyzes the discursive architecture of contemporary left-wing sovereigntism through a comparative analysis of 69 texts (389,531 words) published by EH Bildu and Sinn Féin between 2021 and 2024. By integrating NLP techniques (SpaCy, PhraseMatcher) based on a lexicon of 618 political concepts, frequencies, co-occurrences, and time series were mapped to address two questions: (a) which thematic axes underpin their discourses?; (b) what terminological configuration characterizes them? The results reveal a productive asymmetry: Sinn Féin produces three times the Basque output and covers more than twice the number of domains. EH Bildu concentrates on a normative-identity lexicon while excluding housing and healthcare; Sinn Féin privileges an inclusive-technocratic register and downplays the industrial dimension. Both parties share frameworks of crisis, ethics of power, and public action, while omitting terms linked to their terrorist past, suggesting a convergent strategy of image cleansing and political legitimation. The study fills the theoretical gap on post-conflict left-wing sovereigntism, connecting framing, agenda-setting, and lexical priming with corpus analysis. It thus provides a replicable model to monitor the discursive evolution of contemporary nationalist movements and to facilitate future comparative research in European political communication.
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