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Friday May 29, 2026 11:30am - 12:45pm CEST
Over the past three years, the Guardian Data Projects team has revealed how private equity firms have increased their share in the childcare sector as well as in the provision of children’s care homes in England. We have also investigated how taxpayers’ money for services that provide support for rape and sexual assault victims ends up in private equity companies. And we have estimated that the UK government has spent billions of pounds in companies that are owned by a private equity group.

Attendees to this session will learn about two methodologies the Guardian built to track down the involvement of private equity firms in the country’s economy and specific sectors. They will also learn about specific resources to find out company data, as well as understand how the Guardian built an automated system to analyse thousands of company records to find the ultimate controlling party for each company group. We will also show how an LLM helped to identify companies owned by a private equity firm, as well as the limitations of using this type of technique.
Speakers
avatar for Zeke Hunter-Green

Zeke Hunter-Green

Software Developer, The Guardian
Zeke is a Senior Software Engineer on the Guardian’s Digital Investigations team. The team contributes to journalistic research and builds secure tools to enable investigative journalism.

avatar for Carmen Aguilar Garcia

Carmen Aguilar Garcia

Data Journalist, The Guardian
Data journalist at The Guardian Data Project team. I work on a variety of subjects - always finding the data angle in every story. Scraping, cleaning, data analysis, but above all JOURNALISM!
Friday May 29, 2026 11:30am - 12:45pm CEST
Z1.13 - Aula Hanswijk

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