Open Data
The Companies We Keep: In search of “shady” corporate activity
A research lecture showing how a volunteer team mapped out the UK Companies House beneficial ownership registry using open-source neo4j graph structures to flag cyclical loops, fake shell addresses, and corporate corruption.
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Searching for Shady Patterns: Shining a light on UK corporate ownership
Early data engineering presentation mapping 4.6 million public UK business entries into a graph database to identify system leaks, data validation flaws, and illegal circular control frameworks.
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