Data coverage
What is observed for each country, when it was retrieved and from where. Built from the evidence records themselves, so a gap is stated plainly instead of being filled with a zero.
Countries tracked
54
Fully covered
0
Partial coverage
10
Evidence records
78
Where the figures come from
Freshness is measured from the retrieval date on each evidence record. A record older than 45 days is reported as stale.
National publication totals are recorded as institutional participations and are never presented as unique national output. Values that were not returned by a source are recorded as unavailable.
| Country | Macro economic | Institution registry | Research metrics | Coverage |
|---|---|---|---|---|
Algeria Northern Africa | Observed Year 2,025 | Unavailable No observation | Unavailable No observation | partial |
Egypt Northern Africa | Observed Year 2,025 | Unavailable No observation | Unavailable No observation | partial |
Libya Northern Africa | Observed Year 2,025 | Unavailable No observation | Unavailable No observation | partial |
Morocco Northern Africa | Observed Year 2,025 | Unavailable No observation | Unavailable No observation | partial |
Sudan Northern Africa | Observed Year 2,025 | Unavailable No observation | Unavailable No observation | partial |
Tunisia Northern Africa | Observed Year 2,025 | Unavailable No observation | Unavailable No observation | partial |
Benin Western Africa | Observed Year 2,025 | Unavailable No observation | Unavailable No observation | partial |
Burkina Faso Western Africa | Observed Year 2,025 | Unavailable No observation | Unavailable No observation | partial |
Cabo Verde Western Africa | Observed Year 2,025 | Unavailable No observation | Unavailable No observation | partial |
Côte d'Ivoire Western Africa | Observed Year 2,025 | Unavailable No observation | Unavailable No observation | partial |
Gambia Western Africa | Unavailable No observation | Unavailable No observation | Unavailable No observation | unavailable |
Ghana Western Africa | Unavailable No observation | Unavailable No observation | Unavailable No observation | unavailable |
Guinea Western Africa | Unavailable No observation | Unavailable No observation | Unavailable No observation | unavailable |
Guinea-Bissau Western Africa | Unavailable No observation | Unavailable No observation | Unavailable No observation | unavailable |
Liberia Western Africa | Unavailable No observation | Unavailable No observation | Unavailable No observation | unavailable |
Mali Western Africa | Unavailable No observation | Unavailable No observation | Unavailable No observation | unavailable |
Mauritania Western Africa | Unavailable No observation | Unavailable No observation | Unavailable No observation | unavailable |
Niger Western Africa | Unavailable No observation | Unavailable No observation | Unavailable No observation | unavailable |
Nigeria Western Africa | Unavailable No observation | Unavailable No observation | Unavailable No observation | unavailable |
Senegal Western Africa | Unavailable No observation | Unavailable No observation | Unavailable No observation | unavailable |
Sierra Leone Western Africa | Unavailable No observation | Unavailable No observation | Unavailable No observation | unavailable |
Togo Western Africa | Unavailable No observation | Unavailable No observation | Unavailable No observation | unavailable |
Angola Middle Africa | Unavailable No observation | Unavailable No observation | Unavailable No observation | unavailable |
Cameroon Middle Africa | Unavailable No observation | Unavailable No observation | Unavailable No observation | unavailable |
Central African Republic Middle Africa | Unavailable No observation | Unavailable No observation | Unavailable No observation | unavailable |
Chad Middle Africa | Unavailable No observation | Unavailable No observation | Unavailable No observation | unavailable |
Congo Middle Africa | Unavailable No observation | Unavailable No observation | Unavailable No observation | unavailable |
DR Congo Middle Africa | Unavailable No observation | Unavailable No observation | Unavailable No observation | unavailable |
Equatorial Guinea Middle Africa | Unavailable No observation | Unavailable No observation | Unavailable No observation | unavailable |
Gabon Middle Africa | Unavailable No observation | Unavailable No observation | Unavailable No observation | unavailable |
São Tomé and Príncipe Middle Africa | Unavailable No observation | Unavailable No observation | Unavailable No observation | unavailable |
Burundi Eastern Africa | Unavailable No observation | Unavailable No observation | Unavailable No observation | unavailable |
Comoros Eastern Africa | Unavailable No observation | Unavailable No observation | Unavailable No observation | unavailable |
Djibouti Eastern Africa | Unavailable No observation | Unavailable No observation | Unavailable No observation | unavailable |
Eritrea Eastern Africa | Unavailable No observation | Unavailable No observation | Unavailable No observation | unavailable |
Ethiopia Eastern Africa | Unavailable No observation | Unavailable No observation | Unavailable No observation | unavailable |
Kenya Eastern Africa | Unavailable No observation | Unavailable No observation | Unavailable No observation | unavailable |
Madagascar Eastern Africa | Unavailable No observation | Unavailable No observation | Unavailable No observation | unavailable |
Malawi Eastern Africa | Unavailable No observation | Unavailable No observation | Unavailable No observation | unavailable |
Mauritius Eastern Africa | Unavailable No observation | Unavailable No observation | Unavailable No observation | unavailable |
Mozambique Eastern Africa | Unavailable No observation | Unavailable No observation | Unavailable No observation | unavailable |
Rwanda Eastern Africa | Unavailable No observation | Unavailable No observation | Unavailable No observation | unavailable |
Seychelles Eastern Africa | Unavailable No observation | Unavailable No observation | Unavailable No observation | unavailable |
Somalia Eastern Africa | Unavailable No observation | Unavailable No observation | Unavailable No observation | unavailable |
South Sudan Eastern Africa | Unavailable No observation | Unavailable No observation | Unavailable No observation | unavailable |
Tanzania Eastern Africa | Unavailable No observation | Unavailable No observation | Unavailable No observation | unavailable |
Uganda Eastern Africa | Unavailable No observation | Unavailable No observation | Unavailable No observation | unavailable |
Zambia Eastern Africa | Unavailable No observation | Unavailable No observation | Unavailable No observation | unavailable |
Zimbabwe Eastern Africa | Unavailable No observation | Unavailable No observation | Unavailable No observation | unavailable |
Botswana Southern Africa | Unavailable No observation | Unavailable No observation | Unavailable No observation | unavailable |
Eswatini Southern Africa | Unavailable No observation | Unavailable No observation | Unavailable No observation | unavailable |
Lesotho Southern Africa | Unavailable No observation | Unavailable No observation | Unavailable No observation | unavailable |
Namibia Southern Africa | Unavailable No observation | Unavailable No observation | Unavailable No observation | unavailable |
South Africa Southern Africa | Unavailable No observation | Unavailable No observation | Unavailable No observation | unavailable |
A gap can also be closed by a commissioned query. Request a country or institution extract.
Source registry
Every feed Afriranks intends to use, with its cadence, licence and current state. A source is shown as connected only after a bounded retrieval returned usable records, and a feed that needs a credential is listed with the import path instead.
| Source | State | Cadence | Last success | Quality approval | Licence |
|---|---|---|---|---|---|
| World Bank Open Data with OpenAlexeconomic · direct retrieval | connectedLive API. 54 country record(s) and 1753 institution record(s) are held from this source, counted from the stored records rather than a per-run number. The last successful run at 22:16 UTC on 28 September 2026 stored records. | weekly | 2026-09-28last attempt 2026-09-28 | approved | CC BY 4.0 Documentation |
| World Bank indicator serieseconomic · direct retrieval | connectedLive API. 78 indicator observation(s) are held for this source, 24 were added on the last run and 24 observed value(s) were read in this sweep. A projection is stored separately and is never used as the country observation. | weekly | 2026-09-28last attempt 2026-09-28 | approved | CC BY 4.0 Documentation |
| IMF World Economic Outlookeconomic · documented importAn operator imports the WEO dataset release. Projections from this dataset are stored as projections and are never used as country observations. | not connectedDocumented import. Requires the IMF_API_KEY credential and a bulk export. Nothing has been supplied, so no WEO figure is stored. | quarterly | neverlast attempt never | pending | IMF terms of use Documentation |
| World Bank Enterprise Surveysenterprise · documented importAn operator imports a country survey release when it is published. | not connectedDocumented import. Waves are years apart, so a wave is only comparable with countries surveyed in the same wave. No firm level figure is stored. | manual | neverlast attempt never | pending | CC BY 4.0 Documentation |
| ILOSTAT labour statisticslabour · documented importAn operator downloads the indicator export from ILOSTAT and imports it through the indicator import path. The file is attributed and dated at import. | not connectedDocumented import. No bulk file has been supplied, so no labour figure is stored and none is claimed. | quarterly | neverlast attempt never | pending | CC BY 4.0 Documentation |
| OpenAlex citation indexpublications · direct retrieval | degradedLive API. 1649 institution record(s) carry retrieved citation metrics. Three runs failed on rate limiting earlier on 28 September 2026, so this feed is reported as degraded rather than healthy. | weekly | 2026-09-28last attempt 2026-09-28 | approvedcredential not supplied | CC0 1.0 Documentation |
| Research Organization Registryregistry · direct retrieval | connectedLive API. 1753 institution record(s) carry a registry identifier resolved from this source, counted from the stored records. | monthly | 2026-09-28last attempt 2026-09-28 | approved | CC0 1.0 Documentation |
| UN Comtrade trade statisticstrade · documented importAn operator imports a Comtrade extract for the period being reported. | not connectedDocumented import. Requires the COMTRADE_API_KEY credential and a bulk file. No trade figure is stored. | quarterly | neverlast attempt never | pending | UN Comtrade terms Documentation |