publication . Article . 2021

Analysing EU Treaty-Making and Litigation With Network Analysis and Natural Language Processing

Ovádek, Michal; Dyevre, Arthur; Wigard, Kyra;
Open Access English
  • Published: 12 May 2021 Journal: Frontiers in Physics, volume 9
  • Publisher: Frontiers Media S.A.
  • Country: Belgium
Abstract
We apply network analysis and topic modeling techniques to explore the evolution of the European Union's treaty making activity and the patterns of litigation they have given rise to. Our analysis reveals that, despite the expansion of the bloc's policy remit, its treaty-making activity retains a strong economic focus. Among the many agreements negotiated by EU institutions, the European Economic Agreement, the Ankara Agreement with Turkey and the World Trade Organization Agreement form the largest clusters of litigated cases. EU international agreements are disproportionately litigated in cases pertaining to residence rights and competition law.
Subjects
free text keywords: network analysis, natural language processing, topic modeling, international agreements, European union, litigation, Physics, QC1-999
Related Organizations
Funded by
EC| EUTHORITY
Project
EUTHORITY
Conflict and Cooperation in the EU Heterarchical Legal System
  • Funder: European Commission (EC)
  • Project Code: 638154
  • Funding stream: H2020 | ERC | ERC-STG
Communities
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