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CoWIN推特数据集:关于印度COVID-19疫苗接种平台的公共话语的综合收集

Shubham Mittal^1,2, Swarnalakshmi Umamaheswaran^1,2

¹Symbiosis Institute of Business Management, Symbiosis International (Deemed University), Bengaluru 560100, India.

|January 29, 2025

概括

这一数据集捕捉了印度COVID-19疫苗接种平台CoWIN的公众情绪,使用2021年的超过635,000条推文. 它包括用于分析的原始,处理和情绪标记的数据.

科学领域:

公共卫生公共卫生
数据科学数据科学数据科学
计算社会科学计算社会科学

背景情况:

由于COVID-19的流行,全球范围内需要快速推出疫苗.
印度的疫苗接种计划利用了CoWIN数字平台进行管理.
了解公众的看法对于大规模卫生倡议的成功至关重要.

研究的目的:

介绍 CoWIN Twitter 数据集,这是关于印度COVID-19疫苗接种平台的公众意见的综合收集.
促进与疫苗接种活动相关的公众情绪,主题和语言处理的研究.
为决策者提供有关管理数字卫生系统和公共卫生倡议的见解.

主要方法:

在2021年1月至12月使用Twitter学术API收集了635000条提及"cowin"的推文.
处理数据以创建一组清理的419,409英语推文,删除像URL和标签这样的噪音.
开发了一个标记子集,对推文进行情绪分析 (积极/消极).

主要成果:

数据集包括原始的推特数据,经过处理的数据和添加的元数据 (月份,类别) 以及标记情绪的子集.
对数据的分析可以揭示有关印度COVID-19疫苗接种的公共主题和情绪.
原始数据的多语言性质支持语言处理研究.

结论:

在健康危机期间,CoWIN Twitter 数据集是研究公众对数字健康平台的意见的宝贵资源.
它提供了对公众参与和关注的见解,有助于未来的公共卫生政策.
该数据集支持公共卫生,数据科学和社会科学领域的跨学科研究.

关键词:

在 COVID-19 疫情中,这就是为什么CoWIN.数字健康数字健康医疗信息学医疗信息学印度印度印度情绪分析是一种情绪分析.社交媒体分析.推特数据推特数据

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