Hopes and Fears -- Emotion Distribution in the Topic Landscape of Finnish Parliamentary Speech 2000-2020

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Authors: Anna Ristilä, Otto Tarkka, Veronika Laippala, Kimmo Elo
Cited by: 0

Abstract

Existing research often treats parliamentary discourse as a homogeneous whole, overlooking topic-specific patterns. Parliamentary speeches address a wide range of topics, some of which evoke stronger emotions than others. While everyone has intuitive assumptions about what the most emotive topics in a parliament may be, there has been little research into the emotions typically linked to different topics. This paper strives to fill this gap by examining emotion expression among the topics of parliamentary speeches delivered in Eduskunta, the Finnish Parliament, between 2000 and 2020. An emotion analysis model is used to investigate emotion expression in topics, from both synchronic and diachronic perspectives. The results strengthen evidence of increasing positivity in parliamentary speech and provide further insights into topic-specific emotion expression within parliamentary debate.

Fields of Study & Subjects

Sentiment Analysis and Opinion Mining Computational and Text Analysis Methods Cultural and political discourse analysis

Publication details

Journal / source
arXiv (Cornell University)
Publication date
28 January 2026
Language
FI
Document type
Preprint