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对Twitter ("X") 关于鼻整形的讨论趋势的定量分析

Shreya Mandava¹, Samuel L Oyer², Stephen S Park²

¹School of Medicine University of Virginia Charlottesville Virginia USA.

Laryngoscope investigative otolaryngology

|February 22, 2024

概括

关于鼻整形的社交媒体讨论正在增加",鼻整形"是公众使用的更常见术语. 虽然整体情绪是积极的,但"鼻子修复"推文显示了更多的负面情绪,通常来自于非专业人士.

科学领域:

整形外科整形外科整形外科
社交媒体分析
耳鼻喉科耳鼻喉科耳鼻喉科

背景情况:

鼻膜整形术是一种常见的美容手术.
推特 (X) 是一个患者和医生对话的平台.
在社交媒体上关于鼻整形的公共话语被低估了.

研究的目的:

在Twitter上的鼻整形讨论中描述用户类型,情绪和时间趋势.
在临床和社交媒体实践中指导面部整形外科医生.

主要方法:

分析了从2015年到2020年的1,427,015条推文,使用关键词"鼻子整形"或"鼻子修复".
使用Twitter学术API进行数据提取.
应用自然语言处理 (NLP) 和数据可视化技术.

主要成果:

"鼻子修复" (80.8%) 的推文数量超过了"鼻整形" (19.2%) 的推文.
推特的频率每年都在增加,这两个术语都有季节性高峰.
大多数"鼻整形"推文来自外科医生/实践,而"鼻子修复"推文来自于普通人.
整体情绪是积极的 (+0.08),但"鼻子修复"推特的情绪较低,消极性更高.
顶级的推特账户 (90%的非学术外科医生) 在"鼻整形"讨论中做出了重大贡献.

结论:

推特上的鼻整形讨论显示了越来越多的数量和积极的情绪.
"鼻子修复"是首选的公共术语,具有不同的用户类型和情绪模式.
外科医生和私人诊所积极使用Twitter进行推广.

关键词:

他们的推特是Twitter.一个X个X个X个自然语言处理 (NLP)整形手术是整形外科的方法.鼻腔整形术是指进行鼻腔整形术.社交媒体社交媒体

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