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The Impact of Incumbent/Opposition Status and Ideological Similitude on Emotions in Political Manifestos

Authors :
Takumi Nishi
Source :
Journal of Data Mining and Digital Humanities, Vol NLP4DH (2023)
Publication Year :
2023
Publisher :
Nicolas Turenne, 2023.

Abstract

The study involved the analysis of emotion-associated language in the UK Conservative and Labour party general election manifestos between 2000 to 2019. While previous research have shown a general correlation between ideological positioning and overlap of public policies, there are still conflicting results in matters of sentiments in such manifestos. Using new data, we present how valence level can be swayed by party status within government with incumbent parties presenting a higher frequency in positive emotion-associated words while negative emotion-associated words are more prevalent in opposition parties. We also demonstrate that parties with ideological similitude use positive language prominently further adding to the literature on the relationship between sentiments and party status.

Details

Language :
English
ISSN :
24165999
Volume :
NLP4DH
Database :
Directory of Open Access Journals
Journal :
Journal of Data Mining and Digital Humanities
Publication Type :
Academic Journal
Accession number :
edsdoj.bcd4574fa30640aebe36eeb174f0c489
Document Type :
article
Full Text :
https://doi.org/10.46298/jdmdh.11326