印度尼西亚总统选举情绪:2024年之前公开响应的数据集
Asno Azzawagama Firdaus1, Anton Yudhana2, Imam Riadi3
1Master Program of Informatics, Universitas Ahmad Dahlan, Yogyakarta 55166, Indonesia.
Data in brief
|January 16, 2024
概括
这项研究分析了印尼推特用户对总统候选人Ganjar Pranowo,Prabowo Subianto和Anies Baswedan在2024年选举竞选期间之前的情绪. 调查结果揭示了基于对30,000条推特的情绪分析的用户对齐.
科学领域:
- 社会科学, 政治科学, 计算社会科学
背景情况:
- 印度尼西亚正在进入一个政治年,即2024年总统,地区领导人和立法委员选举.
- 印度尼西亚总统大选是社交媒体上一个重要的话题,特别是Twitter,它拥有大量的用户群.
- 了解公众对宣布总统候选人的情绪对于政治分析至关重要.
研究的目的:
- 分析推特用户对印度尼西亚总统候选人Ganjar Pranowo,Prabowo Subianto和Anies Baswedan的情绪.
- 在官方竞选期间之前,测量Twitter上关于这些候选人的公众意见的一致性.
- 为在竞选期间和之后的未来比较研究建立基线情绪分析.
主要方法:
- 在2023年4月使用Twitter API和Python收集了3万条推文 (每位候选人1万条).
- 专注于与政党宣布的总统候选人相关的特定关键词.
- 数据经过预处理,包括专家标签,垃圾邮件删除和空单元处理.
主要成果:
- 对有关三个主要总统候选人的用户反数据进行了情绪分析.
- 收集的数据提供了公众论在正式竞选活动之前的快照.
- 这一数据集对于在竞选期间和之后对情绪进行比较分析非常有价值.
结论:
- 对推特数据的情绪分析为公众对总统候选人的看法提供了洞察力.
- 该研究为了解不断变化的公众论提供了竞选前的基准.
- 这项研究为印度尼西亚的政治分析提供了计算社会科学方法的贡献.
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