About: A Joint Dataset of Official COVID-19 Reports and the Governance, Trade and Competitiveness Indicators of World Bank Group Platforms

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About: A Joint Dataset of Official COVID-19 Reports and the Governance, Trade and Competitiveness Indicators of World Bank Group Platforms Goto Sponge NotDistinct Permalink

An Entity of Type : schema:ScholarlyArticle, within Data Space : covidontheweb.inria.fr associated with source document(s)

Attributes	Values
type	Academic Article research paper schema:ScholarlyArticle
isDefinedBy	Covid-on-the-Web dataset
title	A Joint Dataset of Official COVID-19 Reports and the Governance, Trade and Competitiveness Indicators of World Bank Group Platforms
Creator	Affiliations, Kurbucz, Marcell Tamás Kurbucz, Marcell
source	Elsevier; Medline; PMC
abstract	The presented cross-sectional dataset can be employed to analyze the governmental, trade, and competitiveness relationships of official COVID-19 reports. It contains 18 COVID-19 variables generated based on the official reports of 138 countries [1,2], as well as an additional 2203 governance, trade, and competitiveness indicators from the World Bank Group GovData360[3] and TCdata360[4] platforms. From these platforms, only annual indicators from 2015 and later were collected, and their missing values were replaced with previous annual values, in descending order by year, until 2015. During preprocessing, indicators (columns) were filtered out when the ratio of missing values exceeded 50%. Then, the same filtration was applied for the ratio of missing values above 25% in the case of countries (rows). Finally, duplicated variables were removed from the dataset. As a result of these steps, the missing value rate of the employed indicators was reduced to 4.25% on average. In addition to the database, the Kendall rank correlation matrix is provided to facilitate subsequent analysis. The dataset and the correlation matrix can be updated and customized with an R Notebook file, which is also available publicly in Mendeley Data [5].
has issue date	2020-06-19(xsd:dateTime)
bibo:doi	10.1016/j.dib.2020.105881
bibo:pmid	32632375
has license	no-cc
sha1sum (hex)	e0828520ef0a452dc3ce69e6aeb64d637753ae0b
schema:url	https://doi.org/10.1016/j.dib.2020.105881
resource representing a document's title	A Joint Dataset of Official COVID-19 Reports and the Governance, Trade and Competitiveness Indicators of World Bank Group Platforms
has PubMed Central identifier	PMC7303609
has PubMed identifier	32632375
schema:publication	Data Brief
resource representing a document's body	covid:e0828520ef0a452dc3ce69e6aeb64d637753ae0b#body_text
is schema:about of	named entity 'official' named entity 'missing values' named entity '2015' named entity 'updated' named entity 'presented' »more»

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