Dataset catalog

Event venues, conference centres and exhibition halls across Ghana, with capacity and operator where recorded. Derived from OpenStreetMap. 44 records.

Land zoned or used for commerce, retail and construction across Ghana — the business districts, markets and shopping areas as areas rather than as points. Where trade actually happens, for siting and catchment work. Derived from OpenStreetMap. 1417 records.

Residential land across Ghana, with the kind of residential area where recorded — the built-up footprint of towns and estates, which is what population, utility and delivery coverage are judged against. Derived from OpenStreetMap. 20468 records.

Bus, minibus and shared-taxi routes across Ghana with their operator, route number and the stops at each end. The trotro network as it has been mapped. Derived from OpenStreetMap. 567 records.

Piers, jetties, lighthouses, breakwaters and groynes along Ghana's coast and on Lake Volta. Derived from OpenStreetMap. 153 records.

Car wash businesses across Ghana, with opening hours and operator where recorded. Derived from OpenStreetMap. 86 records.

Car and vehicle rental businesses across Ghana. Derived from OpenStreetMap. 13 records.

Laundries and dry cleaners across Ghana. Derived from OpenStreetMap. 78 records.

Print shops, copy centres, photo studios and photographers across Ghana. Derived from OpenStreetMap. 291 records.

Funeral directors, mortuaries and coffin makers across Ghana — a substantial trade here, and one with no other published register. Derived from OpenStreetMap. 23 records.

Halls of residence and student hostels across Ghana, with the institution that operates them where recorded. Derived from OpenStreetMap. 220 records.

Roadside rest areas, motorway services and truck stops across Ghana. Derived from OpenStreetMap. 19 records.

Betting shops, lottery agents and gaming venues across Ghana — a substantial and fast-growing trade with no published register of its own. Derived from OpenStreetMap. 91 records.

Electronics and phone repairers, cobblers, key cutters and watchmakers across Ghana — the repair trade that keeps goods in use. Derived from OpenStreetMap. 39 records.

Access to drinking water and sanitation, basic and safely managed, urban and rural, plus handwashing facilities and open defecation in Ghana. 12 indicators covering 1961-2024. 354 records.

Government revenue, tax take, expense, subsidies, wage bill and the fiscal balance for Ghana. 12 indicators covering 1975-2024. 321 records.

Consumer and food price inflation, the GDP deflator, money supply, real interest rates and the exchange rate for Ghana. 7 indicators covering 1960-2025. 346 records.

Current account balance, reserves, external balances, terms of trade and net trade in goods and services for Ghana. 11 indicators covering 1970-2025. 553 records.

Net migration, migrant stock, refugee population and personal remittances received and paid in Ghana. 6 indicators covering 1960-2025. 213 records.

Forest area and change, arable and agricultural land, terrestrial protected areas and land under cereal production in Ghana. 11 indicators covering 1961-2025. 524 records.

Mineral, oil, gas, coal and forest rents, ore and metal exports and fuel exports for Ghana. 8 indicators covering 1962-2023. 409 records.

Stock market capitalisation, turnover, listed companies, traded value and interest rate spreads for Ghana. 9 indicators covering 1960-2025. 299 records.

Account ownership, borrowing, saving, mobile money use and debit card ownership among adults in Ghana. 10 indicators covering 2004-2024. 107 records.

Tuberculosis, malaria, HIV, hepatitis and non-communicable disease incidence, prevalence and mortality in Ghana. 12 indicators covering 1990-2024. 241 records.