Table 4 Summary of the dataset used in this study
From: Prediction of ESG compliance using a heterogeneous information network
Source | Date of acquisition | Node types | Relation types | No. of nodes | No. of edges |
|---|---|---|---|---|---|
Dow Jones Adverse Media Entity | Dec 2016 | Firm | Location, Homepage | 132,127 | 390,320 |
Dow Jones State-Owned Companies | Dec 2016 | State-owned firms | VIP, Employee, Owner | 280,995 | 702,172 |
Dow Jones Watchlist | Dec 2016 | VIPs, specially interested person | Social relations | 1,826,273 | 8,322,560 |
Capital IQ Company Screening Report | Dec 2016 | Firms | Buyer-seller, borrower etc | 505,789 | 2,916,956 |
FactSet | Dec 2015 | Firm, goods, industry | Parent-child firm, Issue Stock | 613,422 | 8,213,225 |
FactShip | Jan 2017 | Firm, goods, invoice etc | Overseas trade etc | 16,137,550 | 36,345,381 |
Reuters Ownership | Dec 2016 | Owners, stocks | Issue, own | 1,560,544 | 121,769,151 |
Panama papers | Jan 2017 | Entities, officers | Shareholder of, director of | 888,630 | 1,371,984 |
DBpedia | Apr 2016 | Various | Various | 35,006,127 | 249,429,771 |