Section 05 · Methodology

One rule: nothing without a source

If a number cannot be traced to a public document published by an official authority, it is not on this site. Every figure displayed links directly to its source PDF.

The standard

What 'verified' means here

01 · Public

The source must be published by Stats SA, DHET, National Treasury or SARB and accessible at a stable public URL.

02 · Specific

The figure shown must appear in the named release for the named period — not be derived, modelled, or inferred by us.

03 · Explained

Every figure carries a context line and a live AI explainer that contextualises it without inventing additional numbers.

What was removed

Numbers that did not survive verification

Earlier versions of this platform contained modelled implied-jobs estimates, synthetic skills-gap projections, illustrative funding flows and provider landscape rows whose underlying values could not be tied to a single public source. Those have been removed. They will return only when a verifiable publication can be cited.

The register

Every source on the platform

  • Quarterly Labour Force Survey, Q3 2025 (P0211)
    Stats SA · accessed 2026-05-07
    Open ↗
  • Gross Domestic Product, Q2 2025 (P0441)
    Stats SA · accessed 2026-05-07
    Open ↗
  • Infographics for Statistics on Post-School Education and Training, 2022
    Department of Higher Education & Training · accessed 2026-05-07
    Open ↗
  • Official register of Sector Education and Training Authorities (SETAs)
    Department of Higher Education & Training · accessed 2026-05-07
    Open ↗
  • Statistics on Post-School Education and Training in South Africa, 2023 (released June 2025)
    Department of Higher Education & Training · accessed 2026-05-07
    Open ↗
  • 2025 Budget Review (tabled 21 May 2025)
    National Treasury · accessed 2026-05-07
    Open ↗