美国国会对土耳其的看法:推特数据分析

H. Mehmetcik, Melih Koluk, Galip Yüksel
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引用次数: 0

摘要

我们与个人、公司和社区的互动方式已经被我们对在线社交媒体网站和服务的使用所改变。同时,近年来,使用社交媒体作为社会科学调查的数据来源已经大大增加。本研究使用Twitter数据分析来调查美国国会议员对土耳其的看法,并看看这些看法是否反映了美土关系的一些趋势。我们最初的看法是,国会议员在推特上的对话恰当地揭示了对两国关系看法的变化。考虑到这一假设,我们评估了2009年至2021年的Twitter数据,并使用统计方法、网络分析、计算文本分析和主题建模工具对其进行了分析。研究结果表明,推特数据是评估美国国会议员对土耳其看法的有用代理。
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Perceptions of Turkey in the US Congress: A Twitter Data Analysis
The way we interact with individuals, companies, and communities has been altered by our usage of online social media sites and services. Simultaneously, the use of social media as a data source for social scientific inquiries has increased substantially in recent years. This study uses Twitter data analysis to investigate the views of United States (US) Members of Congress on Turkey, and to see if these perceptions reflect some of the trends in US-Turkey relations. Our initial view is that the Twitter conversations among Members of Congress appropriately reveal changes in the course of perceptions vis-a-vis relations between the two countries. With that assumption in mind, we evaluated Twitter data from 2009 to 2021, and analyzed it using statistical methodologies, network analysis, computational text analysis, and topic modeling tools. The findings indicate that Twitter data is a useful proxy for evaluating the perception of Turkey among US Members of Congress.
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