Like facebook, but for terrorists: Building a knowledge graph for sanctions and risk data
A Talk by Friedrich Lindenberg (Founder, OpenSanctions)
About this Talk
OpenSanctions is an open source database of persons and companies that are subject to international sanctions, regulatory warnings, criminal watchlists and political office-holders. Pulling data from over 200 sources, we build a knowledge graph of risk that can be used as an alerting and risk analysis mechanism when combined with in-house data in organizations.
Uniquely, OpenSanctions' entire data pipeline is available to the public: from the underlying anti-corruption ontology (FollowTheMoney) to our graph aggregation and entity deduplication toolkits, we provide not just a bulk dataset, but also a broad set of open source anti-financial crime building blocks.
In this session, we want to share an outline of our production architecture, and share some of the many lessons we've learned while trying to maintain a practical, no-frills graph ETL pipeline for the last few years.