论文标题
了解Covid19爆发:比较数据分析和研究
Understanding the COVID19 Outbreak: A Comparative Data Analytics and Study
论文作者
论文摘要
自2019年11月下旬以来,冠状病毒,也被称为COVID-19病毒。自2019年11月下旬以来,它一直在中国出现。从那时起,它一直在大规模扩展到世界各地。与2014年,MERS 2012和SARS 2003相比,过去二十年来,它目前被认为是世界上二十年来全球最严重的流行病蔓延。尽管仍处于疫情中间,但迫切需要了解Covid-19的影响。目的是阐明它是如何以空前的方式在全球范围内短暂传播的。本文代表了实现这一目标的第一个倡议,并提供了有关冠状病毒的全面分析研究。本文的贡献在于提供描述性和预测性模型,通过分析每天更新的广泛数据为所有国家 /地区的爆发进行分析,从而洞悉了Covid-19的影响。我们旨在回答几个开放问题:Covid-19如何在世界各地传播?它在大陆,地区和国家层面的确认和死亡案件方面有什么影响?它的严重性与其他流行病暴发相比,包括2014年埃博拉病毒,2012年MERS和SARS 2003?确认案件和死亡案件的数量之间是否存在相关性?我们提出了全面的分析可视化,以解决上述问题。据我们所知,这是第一篇系统的分析论文,为更好地理解Covid-19铺平了道路。该研究的分析仪表板和收集的数据可在线获得[1]。
The Coronavirus, also known as the COVID-19 virus, has emerged in Wuhan China since late November 2019. Since that time, it has been spreading at large-scale until today all around the world. It is currently recognized as the world's most viral and severe epidemic spread in the last twenty years, as compared to Ebola 2014, MERS 2012, and SARS 2003. Despite being still in the middle of the outbreak, there is an urgent need to understand the impact of COVID-19. The objective is to clarify how it was spread so fast in a short time worldwide in unprecedented fashion. This paper represents a first initiative to achieve this goal, and it provides a comprehensive analytical study about the Coronavirus. The contribution of this paper consists in providing descriptive and predictive models that give insights into COVID-19 impact through the analysis of extensive data updated daily for the outbreak in all countries. We aim at answering several open questions: How does COVID-19 spread around the world? What is its impact in terms of confirmed and death cases at the continent, region, and country levels? How does its severity compare with other epidemic outbreaks, including Ebola 2014, MERS 2012, and SARS 2003? Is there a correlation between the number of confirmed cases and death cases? We present a comprehensive analytics visualization to address the questions mentioned above. To the best of our knowledge, this is the first systematic analytical papers that pave the way towards a better understanding of COVID-19. The analytical dashboards and collected data of this study are available online [1].