Post-democratic discursive hegemony – a natural language processing-based analysis of Hungarian parliamentary discourses between 1998-2020

The parliament, as a key component of the public sphere, is both a reflection of and a stage for the post-democratic transition. Our study examines Hungarian parliamentary discourse as an indicator of a transition in which democratic institutions persist yet become hollow and are repurposed for charismatic legitimacy. Using natural language processing, we analyse a corpus of all parliamentary speeches from 1998 to 2020, employing keyness analysis and Jaccard similarity to track discursive shifts over time. By interpreting these shifts through a field-theoretical lens, we explore how political parties construct legitimacy – whether through legal-bureaucratic or charismatic means – and how ideological differentiation occurs within an increasingly fragmented media landscape. Our findings reveal patterns of discursive stability and transformation, shedding light on Hungary's role as a pioneering "political laboratory" of post-democracy. This study contributes to the understanding of the structural changes that are reshaping contemporary Western democracies.

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Publication Details

Journal
Social Sciences & Humanities Open
Published
2026-06-16
DOI
https://doi.org/10.1016/j.ssaho.2026.103122
Primary Topic
Computational and Text Analysis Methods
Type
article
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article

Post-democratic discursive hegemony – a natural language processing-based analysis of Hungarian parliamentary discourses between 1998-2020

Renáta Németh, Domonkos Sík, Anna Unger, Zsófia Rakovics
Social Sciences & Humanities Open
Computational and Text Analysis Methods
article

Post-democratic discursive hegemony – a natural language processing-based analysis of Hungarian parliamentary discourses between 1998-2020

Renáta Németh, Domonkos Sík, Anna Unger, Zsófia Rakovics
article en

Abstract

The parliament, as a key component of the public sphere, is both a reflection of and a stage for the post-democratic transition. Our study examines Hungarian parliamentary discourse as an indicator of a transition in which democratic institutions persist yet become hollow and are repurposed for charismatic legitimacy. Using natural language processing, we analyse a corpus of all parliamentary speeches from 1998 to 2020, employing keyness analysis and Jaccard similarity to track discursive shifts over time. By interpreting these shifts through a field-theoretical lens, we explore how political parties construct legitimacy – whether through legal-bureaucratic or charismatic means – and how ideological differentiation occurs within an increasingly fragmented media landscape. Our findings reveal patterns of discursive stability and transformation, shedding light on Hungary's role as a pioneering "political laboratory" of post-democracy. This study contributes to the understanding of the structural changes that are reshaping contemporary Western democracies.

Social Sciences & Humanities OpenVol. 14
Eötvös Loránd University (HU)
Peace, Justice and strong institutions
Openalex Percentile: Top 3%
Computational and Text Analysis Methods
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