探索人们针对COVID-19的推文的交互式可视化工具

S. Humayoun, Siddhita Chimote
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引用次数: 0

摘要

推特已经成为一个强大的媒体,人们表达自己的感受和对一些最近的事件或正在发生的事件的反应。分析和探索这样的推文数据,让我们从人的角度深入了解潜在的事件。在这项工作中,我们利用可视化的力量来探索2020年4月至2021年3月期间人们关于COVID-19大流行的推文。我们使用了大量的可视化目标来显示人们的推文随着时间的推移的情感极性,以及人们推文中的重要关键词及其随时间的演变。由此产生的可视化结果使我们有机会探索人们在整个大流行年份的感受和反应,并了解它是如何随着时间的推移而演变的。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
An Interactive Visualization Tool to Explore People’s Tweets towards COVID-19
The Twitter has become a powerful medium for people to express their feelings and reactions towards some recent event or happening event. Analyzing and exploring such tweet data gives us in-depth understanding of the underlying event from people perspectives. In this work, we use the power of visualization to explore people’s tweets regarding the COVID-19 pandemic from the time period between April 2020 and March 2021. We use a number of visualizations targeting to show the sentimental polarity of people’s tweets over time and important keywords in people’s tweets and their evolution over time. The resulting visualizations give us an opportunity to explore people’s feelings and reactions during a whole pandemic year and to see how it evolved over time.
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