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Data · dataset · 2020

A Google–Wikipedia–Twitter Model as a Leading Indicator of the Numbers of Coronavirus Deaths

Listed in BERD@NFDI Data Portal

Forecasting the number of cases and the number of deaths in a pandemic provides critical information to governments and health officials, as seen in the management of the coronavirus outbreak.

Description

But things change. Thus, there is a constant search for real-time and leading indicator variables that can provide insights into disease propagation models.

Researchers have found that information about social media and search engine use can provide insights into the diffusion of flu and other diseases. Consistent with this finding, we found that a model with the number of Google searches, Twitter tweets, and Wikipedia page views provides a leading indicator model of the number of people in the USA who will become infected and die from the coronavirus. Although we focus on the current coronavirus pandemic, other recent viruses have threatened pandemics (e.g. severe acute respiratory syndrome).

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Since future and existing diseases are likely to follow a similar search for information, our insights may prove fruitful in dealing with the coronavirus and other such diseases, particularly in the early phases of the disease.

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Where it is published

Catalogue records · 1

Topics

From keywords
Economics & Finance
Inferred from text
Disease 75%
Provenance · 1 source records, 7 field assertions
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BERD@NFDI Data Portalxva3n-wxc239 d agoJSON v1
FieldAssertionExtractorEvidence
access_levelsource · berd platform deconnector:berd_platform_de@1.0.0
concepts[disease].local:disease:diseaseenrichment · berd platform dekeyword-concept-rules@1.0.0title+description (75%)
concepts[field].local:field:economics-financemapping · berd platform deconnector:berd_platform_de@1.0.0
descriptionsource · berd platform deconnector:berd_platform_de@1.0.0/metadata/description
publication_datesource · berd platform deconnector:berd_platform_de@1.0.0
titlesource · berd platform deconnector:berd_platform_de@1.0.0/metadata/title
updated_datesource · berd platform deconnector:berd_platform_de@1.0.0