GOVERNANCE & METHODOLOGY

Purpose

The Zer0 Billionaires Dashboard presents structured statistical information about global billionaires in a clear, transparent, and auditable format.

It is designed to:

  • Display source data accurately.
  • Distinguish raw data from derived analysis.
  • Document update cadence.
  • Maintain visible standards of data integrity.

This page explains how the dashboard operates.

Data Handling

Raw Data

The dashboard displays source data as provided.

This currently includes:

  • Total billionaire count
  • Combined wealth
  • Gender distribution
  • Age distribution
  • Location counts
  • Industry classifications

Raw values are not modified or reinterpreted.

Derived Metrics

Derived metrics will:

  • Be clearly labeled as derived.
  • Include documented calculation methods.
  • Identify any assumptions.
  • Be visually distinct from source values.

Derived figures will not be presented as source data.

Update Schedule

The dashboard updates automatically on a daily cycle.

The timestamp displayed on the dashboard reflects the most recent successful data retrieval.

Figures reflect source availability at the time of update.

System Integrity

If a scheduled update fails:

  • The most recent verified dataset remains visible.
  • The timestamp reflects the last successful update.
  • Update failures are logged.

The system does not substitute missing data with zero values and does not suppress failed updates.

Transparency

Zer0 Billionaires maintains:

  • A dedicated Sources page listing all active data providers.
  • Public documentation of update cadence.
  • Version-controlled governance documentation.
  • Disclosure of derived methodology when implemented.

Governance revisions are versioned to preserve change history.

Version

Zer0 Billionaires – Governance & Methodology v1
Date: 24/02/2026