全球范围内的甲状腺癌患者的观点和经验:推特数据的回顾性描述性研究
Sununtha Meksawasdichai1, Tassanee Lerksuthirat2, Boonsong Ongphiphadhanakul1
1Department of Medicine, Faculty of Medicine Ramathibodi Hospital, Mahidol University, Bangkok, Thailand.
JMIR cancer
|August 2, 2023
概括
推特数据揭示了对甲状腺癌患者经历的洞察力. 对13,135条推文的分析显示,患者表达了最负面的情绪,特别是在症状方面,突出了未满足的需求.
科学领域:
- 社交媒体分析
- 在瘤学瘤学.
- 数字健康数字健康
背景情况:
- 推特是一个流行的平台,可以分享个人经验和意见.
- 癌症患者使用Twitter来表达他们的需求和情绪.
- 有限的研究已经探索了Twitter数据,以了解癌症患者的需求.
研究的目的:
- 探索推特数据的潜力,以了解全球甲状腺癌患者的观点.
- 分析个人在Twitter上讨论甲状腺癌的经历和情绪.
主要方法:
- 一项回顾性描述性研究分析了2020年13,135条与甲状腺癌相关的英语tweet.
- 推特和用户被手动分类;数据经过预处理以删除无关内容.
- 情绪分析将推特分类为积极的,中性的或消极的.
主要成果:
- 甲状腺癌患者 (24.6%) 是Twitter的重要来源,讨论与癌症生活,治疗和诊断.
- 每日推特量平均为36条,与媒体事件相关的峰值.
- 超过32%的推文表达了负面情绪,患者表现出最高的负面情绪 (42.9%),特别是关于症状.
结论:
- 推特数据为甲状腺癌患者的经历提供了宝贵的见解.
- 该平台可能会增强患者和医生的互动.
- 推特作为未来癌症研究的潜在数据来源.
关键词:
在NLP中,我们使用了NLP.癌症 癌症 癌症 癌症 癌症数据挖掘是数据挖掘的一个方法.经验经验经验经验经验经验经验经验经验经验经验经验经验经验经验经历经验经验经验经验经验经验经验经验经验经验经验经验经验经验经验经验经验经验经验经验经验经验经验经验经验经验经验经验经验经验经验经验经验经验经验经验经验经验经验经验经验经验经验经验经验经验经验经验经验经验经验经验经验经验经验经验经验经验经验经验经验经验经验经验经验经验经验经验经验经验经验经验经验经验经验经验经验经验经验经验经验经验经验经验经验经验经验经验经验经验经验经验经验经验经验经验经验经验互联网互联网互联网互联网互联网互联网自然语言处理自然语言处理.这种新生体是瘤.这些都是新生儿瘤.瘤学 在瘤学方面.这是一个前景,一个视角,一个视角.这就是前景,前景,前景.情绪的情绪是情绪的情绪情绪分析是一种情绪分析.这些都是感情的感受.社交媒体 社交媒体甲状腺是什么?甲状腺是什么?甲状腺新生体 甲状腺瘤推文 推文 推文 推文推特发出一些推文.在Twitter上,我们可以看到Twitter.相关概念视频
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