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Measuring Emotion in Parliamentary Debates with Automated Textual Analysis

机译:通过自动文本分析测量国会辩论中的情绪

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摘要

An impressive breadth of interdisciplinary research suggests that emotions have an influence on human behavior. Nonetheless, we still know very little about the emotional states of those actors whose daily decisions have a lasting impact on our societies: politicians in parliament. We address this question by making use of methods of natural language processing and a digitized corpus of text data spanning a century of parliamentary debates in the United Kingdom. We use this approach to examine changes in aggregate levels of emotional polarity in the British parliament, and to test a hypothesis about the emotional response of politicians to economic recessions. Our findings suggest that, contrary to popular belief, the mood of politicians has become more positive during the past decades, and that variations in emotional polarity can be predicted by the state of the national economy.
机译:广泛的跨学科研究表明,情感对人类行为有影响。尽管如此,我们对那些日常决策对我们社会产生持久影响的演员的情绪状态知之甚少:议会中的政治人物。我们通过使用自然语言处理方法和跨越英国一个世纪议会辩论的数字化文本数据语料库来解决这个问题。我们使用这种方法来检验英国议会中情绪两极性总体水平的变化,并检验关于政治家对经济衰退的情绪反应的假设。我们的发现表明,与普遍的看法相反,在过去的几十年中,政治人物的情绪变得更加积极,并且情绪极性的变化可以由国民经济状况预测。

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