Dataset catalog

Women in parliament, school enrolment parity, female literacy, employment and maternal health indicators for Ghana. 10 indicators covering 1960-2025. 357 records.

Monthly temperature, rainfall, rainy days, wind, humidity and solar radiation for all 16 Ghanaian regional capitals, 1990-2026. Aggregated from daily NASA POWER satellite and reanalysis data. 7040 records.

Daily temperature, rainfall, wind, humidity and solar radiation for Accra, Kumasi, Tamale, from 2015-01-01 to 2026-08-31. NASA POWER. 12783 records.

The 16 regions of Ghana with land area, district count and centroid, computed from official boundary outlines. 16 records.

Ghana's metropolitan, municipal and district assemblies with their region, land area and centroid. 260 records.

World Bank lending projects in Ghana with commitment amounts, IDA and IBRD split, approval and closing dates, borrower and implementing agency. 238 records.

Georeferenced species records for Ghana with full taxonomy, IUCN category, year and region. A capped sample of GBIF records licensed CC0 or CC BY 4.0, with each record's licence in its source column. 59129 records.

Species recorded in Ghana with taxonomy, IUCN category, how many records the sample holds and how many regions each was seen in. Derived from the occurrence sample. 5558 records.

Ghanaian public holidays by date, 2015 onwards, including whether each falls on a fixed date. 176 records.

CPIA ratings for public sector management, transparency, property rights, budgetary management and statistical capacity in Ghana. 11 indicators covering 2005-2025. 231 records.

Logistics Performance Index components, and the cost and time of importing and exporting through Ghana. 7 indicators covering 2007-2022. 49 records.

R&D spending, resident and non-resident patents and trademarks, scientific articles and high-technology exports for Ghana. 6 indicators covering 1980-2023. 65 records.

Urban population, largest-city concentration, safely managed water and sanitation, and urban and rural electricity access in Ghana. 9 indicators covering 1960-2025. 390 records.

External debt stocks, debt service, public and publicly guaranteed debt, interest payments and reserves for Ghana. 7 indicators covering 1960-2024. 385 records.

Ghanaian universities, schools, hospitals, banks, companies, agencies, media and clubs with founding year, website and location. The only dataset here carrying an institution's founding date. 3023 records.

Daily mid-market exchange rates of the Ghana cedi against major currencies, one row per currency per day, with the inverse rate. Source: exchangerate-api.com.

Retail and wholesale prices for staple foods in Ghanaian markets since 2006 — maize, rice, yam, cassava, gari, plantain, cooking oil and more — by market, month, unit and currency, with a US dollar equivalent. Collected by the World Food Programme and published on HDX, CC BY-IGO. 39038 records.

Monthly world prices since 1960 for the commodities Ghana exports and imports — cocoa, gold, crude oil, aluminium, logs and sawnwood among 50-odd others — in nominal US dollars. Sourced from the World Bank Pink Sheet, CC BY 4.0. 49827 records.

Secondary and tertiary roads across Ghana — the network below the trunk roads that connects districts and towns — with surface, lanes and route number where recorded. Derived from OpenStreetMap. 7847 records.

Unsealed tracks and farm roads across Ghana, with surface and smoothness where recorded — the last-mile access that decides whether a village or a field can be reached by vehicle. Derived from OpenStreetMap. 17235 records.

Footways, paths and cycleways across Ghana with surface and lighting where recorded. Derived from OpenStreetMap. 24496 records.

Traffic lights, pedestrian crossings, stop and give-way points across Ghana — the control points road-safety analysis is built on. Derived from OpenStreetMap. 1371 records.

Speed bumps, rumble strips, humps and speed cameras across Ghana, with the maximum speed posted where recorded. Derived from OpenStreetMap. 1101 records.

Car parks, parking entrances, motorcycle and bicycle parking across Ghana, with capacity, fee and access where recorded. Derived from OpenStreetMap. 1160 records.