论文标题

一个数据集评估当地隔离之后智利移动性变化的数据集

A dataset to assess mobility changes in Chile following local quarantines

论文作者

Pappalardo, Luca, Cornacchia, Giuliano, Navarro, Victor, Bravo, Loreto, Ferres, Leo

论文摘要

与19日的大流行作斗争,大多数国家都实施了非药物干预措施,例如戴口罩,身体距离,锁定和旅行限制。由于它们的经济和后勤影响,追踪隔离期间的移动性变化对于评估其功效和预测病毒扩散至关重要。智利是世界上最严重的国家之一,与许多其他国家不同,在更本地化的水平上实施了隔离,关闭了小型行政区,而不是整个国家或大型地区。鉴于这些局部隔离的效果不太明显,在智利中,跟踪移动性变得更加重要。为了评估智利本地隔离的人类流动性的影响,我们分析了智利Telefónica提供的手机数据集,该数据集由310亿个扩展的详细记录和540万用户组成,涵盖了2020年2月26日至9月20日的期限。从这些记录中,我们从这些记录中进行了三个流行病学相关的迁移率,并介绍了comun insement emners ins comun emels emels emels ins comun emun emun ins comun ins comun。可用的数据集可用于对抗COVID-19的流行病,尤其是对于局部隔离的效果较少的效果。

Fighting the COVID-19 pandemic, most countries have implemented non-pharmaceutical interventions like wearing masks, physical distancing, lockdown, and travel restrictions. Because of their economic and logistical effects, tracking mobility changes during quarantines is crucial in assessing their efficacy and predicting the virus spread. Chile, one of the worst-hit countries in the world, unlike many other countries, implemented quarantines at a more localized level, shutting down small administrative zones, rather than the whole country or large regions. Given the non-obvious effects of these localized quarantines, tracking mobility becomes even more critical in Chile. To assess the impact on human mobility of the localized quarantines in Chile, we analyze a mobile phone dataset made available by Telefónica Chile, which comprises 31 billion eXtended Detail Records and 5.4 million users covering the period February 26th to September 20th, 2020. From these records, we derive three epidemiologically relevant metrics describing the mobility within and between comunas. The datasets made available can be used to fight the COVID-19 epidemics, particularly for localized quarantines' less understood effect.

扫码加入交流群

加入微信交流群

微信交流群二维码

扫码加入学术交流群,获取更多资源