Dataset catalog

Emissions from individual sources in Ghana — power stations, mines, refineries, cement works, landfills, farms and roads — estimated from satellite observation, in tonnes of CO2 equivalent, with the coordinates of each asset. The ESG dataset that names the emitter. Sourced from Climate TRACE, via HDX (CC BY 4.0). 2454 records.

The World Bank's ESG dataset for Ghana: emissions and energy, natural resource depletion, food and water stress, health and education outcomes, inequality, labour standards, governance and regulatory quality — the indicators sovereign ESG assessments are built from. 80 series covering 1960-2025. Sourced from World Bank Open Data, CC BY 4.0. 2619 records.

Ghana's public and publicly guaranteed external debt broken down by who it is owed to, 1970 to 2032: the stock outstanding to each bilateral and multilateral lender and to bondholders, along with new commitments, disbursements, principal repaid, interest paid, total debt service and the net flow for each year. The creditor named "World" is the World Bank's own total across every creditor, not a lender, so summing the creditor rows would count the debt twice. Sourced from the World Bank International Debt Statistics, CC BY 4.0. 26300 records.

The depth, access, efficiency and stability of Ghana's financial system: bank assets and credit, branches and ATMs per person, interest margins and overheads, non-performing loans, capital ratios and stock market measures. 95 series covering 1960-2021. Sourced from World Bank Open Data, CC BY 4.0. 1718 records.

The Global Findex survey for Ghana: who has an account, who saves, borrows, pays digitally and uses mobile money, broken down by sex, age, education, income and whether people live in a rural area. 1951 series covering 2011-2024. Sourced from World Bank Open Data, CC BY 4.0. 3197 records.

IPC acute food insecurity classification for Ghanaian regions: how many people fall in each phase from minimal to famine, for each analysis period. The standard on which food crisis response is declared. Sourced from IPC Integrated Food Security Phase Classification, via HDX (public domain). 224 records.

The Cadre Harmonisé analysis for Ghanaian districts: population in each food-insecurity phase for the current, projected and previous periods, round by round. West Africa's own consensus assessment, run twice a year. Sourced from CILSS Cadre Harmonisé, via HDX (CC BY 4.0). 1422 records.

The World Bank's full gender database for Ghana: labour force participation, wages, education, health, asset ownership, legal rights, violence and time use, split by sex wherever the underlying source splits it. 1262 series covering 1960-2025. Sourced from World Bank Open Data, CC BY 4.0. 15047 records.

Ghana's scores on the six Worldwide Governance Indicators — voice and accountability, political stability, government effectiveness, regulatory quality, rule of law and control of corruption — as estimates, standard errors and percentile ranks against every other country, year by year since 1996. 36 series covering 1996-2024. Sourced from World Bank Open Data, CC BY 4.0. 936 records.

Ghana's health and nutrition outcomes split by wealth quintile, by sex and by urban or rural residence: child mortality, stunting, immunisation, antenatal care, skilled birth attendance and contraceptive use, from the household surveys. Who is being left behind, rather than the national average. 420 series covering 1993-2019. Sourced from World Bank Open Data, CC BY 4.0. 2910 records.

What Ghanaian households pay for healthcare and what it does to them: out-of-pocket spending, catastrophic expenditure at several thresholds, and how many are pushed into poverty by paying for care. 216 series covering 1987-2014. Sourced from World Bank Open Data, CC BY 4.0. 769 records.

A curated register of Ghanaian health facilities — hospitals, clinics, health centres and CHPS compounds — with ownership, type and coordinates, compiled from ministry lists rather than from mapping. A different view from the OpenStreetMap layer, and a useful cross-check against it. Sourced from Health facilities in sub-Saharan Africa, via HDX (CC BY 4.0). 1960 records.

UNDP Human Development Report indicators for Ghana: the Human Development Index and its components, inequality-adjusted measures, the gender and multidimensional poverty indices, year by year. Sourced from UNDP Human Development Report Office, via HDX (CC BY-IGO). 971 records.

What Ghana's humanitarian appeals asked for and what they received, year by year, from the OCHA Financial Tracking Service. Sourced from OCHA Financial Tracking Service, via HDX (CC BY-IGO). 32 records.

What internet connections in Ghana actually delivered, day by day from 2020-01-01 to 2024-03-26: median, mean and quartile download and upload speed in megabits per second, round-trip latency in milliseconds, and how many speed tests each day's figures rest on. Measured by M-Lab from tests run by people in Ghana — not a subscription count and not an advertised rate. 1506 days are covered across that span: M-Lab publishes a day only when it has enough samples, so the gaps are the source's and are left as gaps rather than interpolated. M-Lab stopped publishing these daily country statistics on 28 March 2024, so this is a closed record: there is no later day to add. Sourced from Measurement Lab, public domain. 1506 records.

The World Bank Jobs database for Ghana: employment by sector, status and sex, wage employment, informality, labour productivity, earnings and the demographics of the working-age population. 165 series covering 1990-2016. Sourced from World Bank Open Data, CC BY 4.0. 2976 records.

Ghanaian companies and funds that hold a Legal Entity Identifier — the code an entity is known by in international finance — with the company registration number it is filed under in Ghana, its legal form, registered address, and whether the identifier is current. 139 entities, 72 with a live identifier and 125 carrying a Ghanaian company number. This is not the Registrar General's register and does not pretend to be: only entities that needed an LEI appear. What is here is verified, because an identifier lapses unless it is renewed each year. Sourced from GLEIF, CC0. 139 records.

Ghana's Logistics Performance Index and every component behind it — customs, infrastructure, international shipments, logistics competence, tracking and timeliness — with the rank and score for each survey round. 19 series covering 2007-2023. Sourced from World Bank Open Data, CC BY 4.0. 124 records.

WFP's market monitoring for Ghana: the cost of a food basket, food and headline inflation, currency depreciation and the alert level assigned each month. Sourced from WFP Global Market Monitor, via HDX (CC BY-IGO). 185 records.

The global Multidimensional Poverty Index for Ghana and its subnational areas: the headcount, intensity and the contribution of each deprivation — schooling, nutrition, water, sanitation, electricity, housing — rather than income alone. Sourced from Oxford Poverty and Human Development Initiative and UNDP, via HDX (public domain). 17 records.

The World Bank's annual CPIA ratings for Ghana across economic management, structural policies, social inclusion and public sector management — each criterion scored from 1 to 6. 21 series covering 2005-2025. Sourced from World Bank Open Data, CC BY 4.0. 441 records.

Ghana's population estimated back to 1960 and projected forward to 2050, by five-year age band and sex, with fertility, mortality, dependency ratios and the urban and rural split. What every long-range plan needs as its denominator. 187 series covering 1960-2050. Sourced from World Bank Open Data, CC BY 4.0. 15805 records.

Forcibly displaced and stateless people in Ghana at each year end, by country of origin and population type — refugees, asylum seekers, returnees and others of concern. Sourced from UNHCR, via HDX (CC BY-IGO). 1329 records.

The outline of each of Ghana's 16 regions as WKT geometry in a single column, with land area, centroid and the geoBoundaries identifier. Outlines are simplified to about 200 metres — right for mapping, for clipping and for deciding which region a point falls in, but not a surveyed boundary and not for settling a land question. Sourced from geoBoundaries ADM1, CC BY 4.0. 16 records.