CFSBRCFSBR Data BankData · Research · Intelligence
Methodology

From raw source to citable dataset

A six-stage pipeline that turns scattered, unstructured financial sources into trustworthy, citable, commercially-licensable data products.

  1. 01SourceNational regulators, central bank publications, sector reports, and CFSBR fellow field research.
  2. 02CleanHarmonise schemas, normalise units and time bases, document every transformation.
  3. 03StructureShip in econometric-ready CSV / JSON, with codebooks and panel keys.
  4. 04AnonymiseStrip PII from all primary data; release only demographic and financial patterns.
  5. 05SignEmbed C2PA cryptographic provenance into each file and visualisation.
  6. 06CiteMint Crossref DOI through CCPM and C.A.S.E. for permanent academic citation.