论文标题
趋势分析中国和世界其他地区的Covid-19大流行
Trend analysis of the COVID-19 pandemic in China and the rest of the world
论文作者
论文摘要
最近在中国开始的冠状病毒(Covid-19)的流行病已经被“出口”到所有大洲的140多个国家,在大多数地方通过当地扩散而发展。在这项贡献中,我们分析了所有中国省份报告的案件趋势,以及某些国家,直到2020年3月15日,报告了500多起案件。与其他流行病的不同,这些省份没有显示指数阶段。正如最近指出的那样,约翰霍普金斯大学网站上可用的数据似乎非常适合代数次指数的增长行为。所有省份都表现出明确,一致的模式,随着增长的指数近乎零,可以说这种流行病是在中国所包含的。另一方面,在意大利,伊朗和西班牙等国家以及其他欧洲国家的蔓延表现出明显的指数增长。甚至最近,美国 - 这是最早在中国以外感染个人的国家之一(2020年1月21日) - 似乎遵循同样的道路。我们计算出受影响最大的国家的指数增长,显示了第一个本地案例之后的时间。我们在分析数据中明确确定了不同的模式,并为它们提供了解释和可能的解释。我们研究的分析和结论可以帮助各个案例后尚未处于本地扩散阶段或刚刚开始的国家。
The recent epidemic of Coronavirus (COVID-19) that started in China has already been "exported" to more than 140 countries in all the continents, evolving in most of them by local spreading. In this contribution we analyze the trends of the cases reported in all the Chinese provinces, as well as in some countries that, until March 15th, 2020, have more than 500 cases reported. Notably and differently from other epidemics, the provinces did not show an exponential phase. The data available at the Johns Hopkins University site seem to fit well an algebraic sub-exponential growing behavior as was pointed out recently. All the provinces show a clear and consistent pattern of slowing down with growing exponent going nearly zero, so it can be said that the epidemic was contained in China. On the other side, the more recent spread in countries like, Italy, Iran, and Spain show a clear exponential growth, as well as other European countries. Even more recently, US -which was one of the first countries to have an individual infected outside China (Jan 21st, 2020)- seems to follow the same path. We calculate the exponential growth of the most affected countries, showing the evolution along time after the first local case. We identify clearly different patterns in the analyzed data and we give interpretations and possible explanations for them. The analysis and conclusions of our study can help countries that, after importing some cases, are not yet in the local spreading phase, or have just started.