对印尼有关COVID-19和COVID-19疫苗接种的推特的情绪分析
Viskasari Pintoko Kalanjati1, Nurina Hasanatuludhhiyah1, Annette d'Arqom1
1Department of Anatomy, Histology and Pharmacology, Faculty of Medicine Universitas Airlangga, Surabaya, Indonesia.
F1000Research
|April 12, 2024
概括
印度尼西亚的推特用户对COVID-19和疫苗接种表达了积极的情绪,事实超过了假新闻. 公众论从犹转变为对疫苗安全性和三角洲变种的焦虑和警.
科学领域:
- 公共卫生 公共卫生
- 社交媒体分析 社交媒体分析
- 流行病学 流行病学
背景情况:
- 印尼推特上关于COVID-19和疫苗接种情绪的有限综合研究.
- 对虚假新闻,事实和Twitter参与度进行分析,以衡量公共卫生素养.
研究的目的:
- 分析印尼推特上关于COVID-19及其疫苗接种的公众情绪和意见.
- 通过社交媒体数据了解影响健康素养的公众看法和信仰.
主要方法:
- 从2020年1月到2021年8月收集了3,489,367条推特.
- 使用字符串比较 (difflib库) 分析了事实与假新闻.
- 通过平均化指标 (推文,转发推文,最爱,回复) 评估用户参与度.
主要成果:
- 主要是对COVID-19和疫苗接种的积极情绪,在限制期间负面情绪增加.
- 卫生协议是一个主导的话题;疫苗的接受度增长,事实超过了假新闻.
- 公共参与从COVID-19的性质转移到疫苗接种和突变,反映了不断变化的担忧.
结论:
- 公共情绪分析有助于政策制定者制定大流行应对策略.
- 观察到主要是积极的和基于事实的意见,但健康素养需要进一步调查.
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