Analysis of Emotional Content in Indian Political Speeches
Emotions play an essential role in public speaking. The emotional content of speech has the power to influence minds. As such, we present an analysis of the emotional content of politicians speech in the Indian political scenario. We investigate the emotional content present in the speeches of politicians using an Attention based CNN+LSTM network. Experimental evaluations on a dataset of eight Indian politicians shows how politicians incorporate emotions in their speeches to strike a chord with the masses. An analysis of the voting share received along with victory margin and their relation to emotional content in speech of the politicians is also presented.
Code (0)
등록된 구현이 없습니다.
Similar Papers 제목 키워드 기반
Unveiling the Political Agenda of the European Parliament Plenary: A Topical Analysis
This study analyzes political interactions in the European Parliament (EP) by considering how the political agenda of the plenary sessions has evolved over time and the manner in which Members of the European Parliament …
Dynamic Topic ModelingDetecting Policy Preferences and Dynamics in the UN General Debate with Neural Word Embeddings
Foreign policy analysis has been struggling to find ways to measure policy preferences and paradigm shifts in international political systems. This paper presents a novel, potential solution to this challenge, through th…
Word EmbeddingsWords ranking and Hirsch index for identifying the core of the hapaxes in political texts
This paper deals with a quantitative analysis of the content of official political speeches. We study a set of about one thousand talks pronounced by the US Presidents, ranging from Washington to Trump. In particular, we…
ParlVote: A Corpus for Sentiment Analysis of Political Debates
Debate transcripts from the UK Parliament contain information about the positions taken by politicians towards important topics, but are difficult for people to process manually. While sentiment analysis of debate speech…
Sentiment AnalysisPolitics of Feelings: Emotional Expression and Legislative Effectiveness in the U.S. Congress
Emotions are a pervasive feature of political communication, yet existing research has focused primarily on describing patterns of emotional expression rather than examining whether they are associated with consequential…