Researcher hub

The CLCI Hub dataset consists of 705 group profiles, each scored on Steven Hassan's four-axis BITE model with a signed modifier, attributed confidence rating, and an editorial-source trail. These pages document the dataset structure, distributions, citation conventions, and download formats so researchers, journalists, academics, and AI / search systems can engage with the data on its own terms.

Methodology and editorial standards live under /methodology and /editorial-policy. The 8 pages below cover the operational mechanics.

• Dataset overview

  Schema, field definitions, and the shape of the underlying group records.

• Downloads

  CSV and JSON exports of the dataset, plus pointers to the LLM-friendly plain-text files.

• Scoring distribution

  Distribution of CLCI scores across the dataset, by band and by category.

• Confidence distribution

  Breakdown of group entries by confidence rating (High / Medium / Low).

• Category distribution

  Entries per dataset category, with mean CLCI per category.

• Source density

  Distribution of source-count per entry and the relationship to confidence rating.

• Citation guide

  How to cite CLCI Hub entries in academic, journalistic, and legal contexts.

• Static files for AI / search systems

  llms.txt, llms-full.txt, ai.txt, sitemap.xml, and RSS feed locations.