Retrospective analysis of the possibility of predicting the COVID-19 outbreak from Internet searches and social media data, China, 2020

Author:

Li Cuilian1,Chen Li Jia2,Chen Xueyu1,Zhang Mingzhi1,Pang Chi Pui21,Chen Haoyu1ORCID

Affiliation:

1. Joint Shantou International Eye Center, Shantou University and the Chinese University of Hong Kong, Shantou, China

2. Department of Ophthalmology and Visual Sciences, the Chinese University of Hong Kong, Hong Kong, China

Abstract

The peak of Internet searches and social media data about the coronavirus disease 2019 (COVID-19) outbreak occurred 10–14 days earlier than the peak of daily incidences in China. Internet searches and social media data had high correlation with daily incidences, with the maximum r > 0.89 in all correlations. The lag correlations also showed a maximum correlation at 8–12 days for laboratory-confirmed cases and 6–8 days for suspected cases.

Publisher

European Centre for Disease Control and Prevention (ECDC)

Subject

Virology,Public Health, Environmental and Occupational Health,Epidemiology

Reference10 articles.

1. Nowcasting and forecasting the potential domestic and international spread of the 2019-nCoV outbreak originating in Wuhan, China: a modelling study.;Wu;Lancet,2020

2. [The epidemiological characteristics of an outbreak of 2019 novel coronavirus diseases (COVID-19) in China];Zhonghua Liu Xing Bing Xue Za Zhi,2020

3. Detecting influenza epidemics using search engine query data.;Ginsberg;Nature,2009

4. Dengue prediction by the web: Tweets are a useful tool for estimating and forecasting Dengue at country and city level.;Marques-Toledo;PLoS Negl Trop Dis,2017

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