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Table 4 Summary of the dataset used in this study

From: Prediction of ESG compliance using a heterogeneous information network

SourceDate of acquisitionNode typesRelation typesNo. of nodesNo. of edges
Dow Jones Adverse Media EntityDec 2016FirmLocation, Homepage132,127390,320
Dow Jones State-Owned CompaniesDec 2016State-owned firmsVIP, Employee, Owner280,995702,172
Dow Jones WatchlistDec 2016VIPs, specially interested personSocial relations1,826,2738,322,560
Capital IQ Company Screening ReportDec 2016FirmsBuyer-seller, borrower etc505,7892,916,956
FactSetDec 2015Firm, goods, industryParent-child firm, Issue Stock613,4228,213,225
FactShipJan 2017Firm, goods, invoice etcOverseas trade etc16,137,55036,345,381
Reuters OwnershipDec 2016Owners, stocksIssue, own1,560,544121,769,151
Panama papersJan 2017Entities, officersShareholder of, director of888,6301,371,984
DBpediaApr 2016VariousVarious35,006,127249,429,771