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

Author:

Ovádek Michal,Dyevre Arthur,Wigard Kyra

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.

Funder

European Research Council

Publisher

Frontiers Media SA

Subject

Physical and Theoretical Chemistry,General Physics and Astronomy,Mathematical Physics,Materials Science (miscellaneous),Biophysics

Reference29 articles.

1. From constitutional adjudication to trade arbitration enforcing mobility rights post-brexit;Leinarte;Eur Foreign Affairs Rev,2020

2. European trade policy in interesting times;Young;J Eur Integr,2017

3. The European community's treaty-making competence;Lenaerts;Yearb Eur Law,1996

4. The treaty-making powers of the european economic community;Teodosiu;J Int'l L Prac,1993

5. Computational methods in legal analysis;Frankenreiter;Annu Rev Law Soc Sci,2020

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