DATA & METHODS
Data Lab
The evidence layer behind Yatify — documented sources, datasets, SQL, methodology and source monitoring.
8datasets
5source monitors
DATA CATALOGUE
Datasets
Source, period, format, status, download and analytical use.
Browse datasets → QUERY EVIDENCESQL Library
Queries connected to actual case-study questions and quality checks.
Browse SQL → PUBLICATION STANDARDMethodology
Validation gates, data boundaries and rules for live, simulated and building products.
Read methodology → OBSERVABILITYData Operations
Source health, release detection, freshness and validation state.
Open operations →SOURCE REGISTER
Current registered sources
Public sources are monitored separately from analytical publication. A reachable source does not automatically overwrite a trusted dashboard.
MonthlyStats SA P0151.1Release + time-series source
IncrementalNational Treasury eTender OCDS APIREST API
Quarterly / reporting cycleNational Treasury Municipal FinancePublic data portal
OngoingCity of Cape Town Tender PortalPublic tender portal
MonthlyStats SA P0142.1 — PPI fuel & petroleum inputsRelease + time-series source