CIOG · Open Data

National datasets, open by default

All published series are released under an open license. Microdata with disclosure risk is available through a researcher access programme.

Series	Code	Coverage	Rows	Formats
National Consumer Economy Score — monthly	NCES.NAT.M	Jan 2021 → present	65	CSV / JSON
Market Health by region — monthly	CMHI.REG.M	Jan 2021 → present	1,040	CSV / Parquet
Vulnerability by consumer segment — quarterly	CVI.SEG.Q	Q1 2021 → present	440	CSV / JSON
Trust by sector — quarterly	CBTI.SEC.Q	Q1 2022 → present	240	CSV / JSON
Market Risk by risk category — monthly	MRI.CAT.M	Jan 2022 → present	390	CSV / Parquet
Resilience household survey — annual	CERI.HH.A	2022 → present	12,800	CSV / Stata

API

Machine-readable endpoints

Every published series is mirrored at a stable JSON endpoint with ETag caching, so researchers and dashboards can poll for updates.

GET /api/public/observatory/series/{code}

License

Open by default

Aggregate series are released under CC-BY 4.0. Citation: CIOG, Consumer Intelligence Observatory Ghana, 2026.Microdata requires a researcher data-use agreement.