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推特上的气候安全对话:一个注释数据集
Bia Carneiro1, Giulia Tucci2,3
1Bioversity International, Via di San Domenico 1, 00153 Rome, Italy.
Data in brief
|July 15, 2024
概括
这项研究分析了2014年至2023年期间关于气候安全的636,379条推文. 它绘制了全球讨论的地图,确定了关键主题,并揭示了气候变化影响和冲突风险的不断变化的研究重点.
科学领域:
- 环境科学 环境科学
- 政治科学 政治科学是指政治学.
- 社会学 社会学 社会学
背景情况:
- 气候安全是一个新兴领域,研究气候变化对国家,社会和个人的风险,包括潜在的冲突.
- 概念定义和全球讨论尚未完全标准化,需要对各种解释进行分析.
- 推特是关于这一关键话题的重要数字平台,用于公众讨论和信息交换.
研究的目的:
- 通过使用Twitter数据,系统地分析全球关于气候安全的讨论.
- 绘制主题优先事项,识别不同的框架,了解信息差距.
- 评估气候安全在近十年的演变.
主要方法:
- 雪球除技术收集了636379条与气候安全标签相关的推文 (2014年1月 - 2023年5月).
- 文本挖掘和网络分析用于内容分析.
- 生成的数据包括情绪,提到的国家和标签的共同发生.
主要成果:
- 该数据集提供了关于气候安全的全球对话的全面概述.
- 分析揭示了气候安全话语的不断变化的格局,包括关键主题和地理重点.
- 识别的信息缺口和主题优先事项为未来的研究和政策提供了方向.
结论:
- 这一大规模的Twitter数据集为气候安全的多面性提供了有价值的见解.
- 这些发现有助于更深入地了解气候变化和安全如何在公众和学术对话中相互联系.
- 该研究为跟踪和分析气候安全研究和政策的未来趋势提供了基础.
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