Analyzing the climate change debate on Twitter: content and differences between genders

K. Holmberg, I. Hellsten
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引用次数: 7

Abstract

We present a study about gender differences towards anthropogenic impact on climate change, as discovered from the climate change debate on Twitter. Our dataset consists of about 250,000 tweets and retweets for which the authors' gender was identified. We researched the hashtags and usernames that were proportionately more frequently mentioned by either male or female tweeters. Our results show significant differences between female and male tweeters, with female tweeters mentioning significantly more campaigns and organizations with a convinced attitude towards anthropogenic impact on climate change, and male tweeters mentioning significantly more private persons and usernames with a sceptical stance.
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分析推特上的气候变化辩论:内容和性别差异
我们提出了一项关于性别差异对气候变化的人为影响的研究,这是从Twitter上的气候变化辩论中发现的。我们的数据集由大约25万条推文和转发组成,其中作者的性别已被确定。我们研究了男性和女性推特用户提到频率更高的标签和用户名。我们的研究结果显示,女性推特用户和男性推特用户之间存在显著差异,女性推特用户明显更多地提到对气候变化的人为影响持确信态度的运动和组织,而男性推特用户则明显更多地提到持怀疑态度的个人和用户名。
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