About Public 404

Methodology, tools, and transparency in tracking federal information removals

🎯 Mission & Approach

Public 404 documents the systematic removal of federal information from government websites following the January 2025 presidential transition. Our approach is:

🛠️ Tools Used in Research

This project leverages a combination of traditional research methods and modern technology to track, verify, and document federal information removals:

AI Assistant

Claude 3.5 Sonnet (Anthropic)

Primary AI assistant for content analysis, research organization, and site development. Helps structure complex information and maintain consistency across documentation.

Follow: @AnthropicAI on Twitter

Development Platform

Replit

Cloud-based development environment for building and hosting the Public 404 website. Enables rapid iteration and collaborative development of transparency tools.

Follow: @Replit on Twitter, @replit.bsky.social on Bluesky

Web Archiving

Internet Archive / Wayback Machine

Primary source for comparing before/after snapshots of federal websites. Essential for documenting what content existed before removal.

Access: web.archive.org

Web Archiving

Archive.today

Alternative archiving service for creating real-time snapshots of current 404 errors and missing content. Useful for capturing immediate evidence.

Access: archive.today

Data Sources

End-of-Term Web Archive

Official preservation project capturing federal websites during presidential transitions. Critical baseline for identifying what was removed.

Access: eotarchive.org

Verification Partners

EDGI (Environmental Data & Governance Initiative)

Academic research collective tracking federal data removals. Their systematic monitoring provides crucial verification for our claims.

Access: envirodatagov.org

Legal Research

Knight First Amendment Institute

Legal advocacy organization filing FOIA lawsuits and transparency challenges. Their court filings provide authoritative documentation of removals.

Access: knightcolumbia.org

FOIA Platform

MuckRock

Platform for filing and tracking Freedom of Information Act requests. Used to obtain official documentation of website changes and agency directives.

Access: muckrock.com

📊 Research Methodology

Our research process combines multiple verification methods:

⚠️ Limitations & Transparency

We're committed to transparency about what we know and don't know:

🤝 Get Involved

This is a community effort. You can help by: