Inside Epstein’s Email Web

How Network Analysis Exposes Epstein’s Core Contacts

Overview

On November 12th, 2025, the House Committee on Oversight and Government Reform released 20,000 pages of documents from Jeffrey Epstein’s estate, containing extensive email correspondence.


This post analyzes that email data by combining graph analysis with artificial intelligence. The visualization uses k-core decomposition to identify Epstein’s most densely connected contacts and leverages large language models to automatically generate relationship summaries from the email content.


Click here to explore the interactive network. See a demonstration below. Description of the image

Disclaimer

Relationships are summarized by AI using email content and may contain inaccuracies. This visualization is for research and network mapping purposes only, not to make accusations or implications about any individual. Inclusion in this network reflects email correspondence only and does not imply wrongdoing by any individual.

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