UN Digital Library (OAI-PMH) — 22 records by year of publication, 1986–2026
Dataset

UN Digital Library (OAI-PMH)

UN Digital Library (OAI-PMH). Collected from United Nations (igo) on a daily cadence. 22 records spanning 1986-12-02 to 2026-07-30, covering MLI, LBR, SLE, CIV, NGA, GIN, GNB, TGO, GHA, BFA, SEN, MRT, CPV. Evidence is content-addressed: ...

· 1986-12-02 — 2026-07-30
diplomacydailyqualitative
Topic
Diplomacy
Publication Date
Dataset Category
Qualitative
Institution / Source
United Nations
Region
West Africa
country
Mali
Temporal Coverage
1986-12-02 — 2026-07-30
Data Source
un_digital_library
Dataset Version
observatory/2026-09-08
License_pro
UN — free for non-commercial reproduction with attribution
Tags
diplomacy
daily
qualitative
Description
UN Digital Library (OAI-PMH). Collected from United Nations (igo) on a daily cadence. 22 records spanning 1986-12-02 to 2026-07-30, covering MLI, LBR, SLE, CIV, NGA, GIN, GNB, TGO, GHA, BFA, SEN, MRT, CPV. Evidence is content-addressed: every record carries a SHA-256 hash of the exact bytes retrieved, the source URL, the date the source published it and the date it was fetched.
Variables / Indicators
records: 22
temporal span: 1986-12-02 to 2026-07-30
countries covered: 13
data kind: qualitative
evidence class: primary
licence: UN — free for non-commercial reproduction with attribution
republishable: NO — check licence
top countries: MLI (12), LBR (10), SLE (6), CIV (5), NGA (5)
record types: Documents and Publications (22)
External Link
Source
Date Updated
Geographic Scope
Regional — West Africa
Thumbnail / Cover Image
UN Digital Library (OAI-PMH) — 22 records by year of publication, 1986–2026
National constitutions (Constitute Project) — 19 constitutions across 16 countries — filled marks currently in force
Dataset

National constitutions (Constitute Project)

National constitutions (Constitute Project). Collected from Comparative Constitutions Project (academic) on a quarterly cadence. 21 records spanning 1980-01-01 to 2024-01-01, covering GMB, MLI, CIV, TGO, MRT, LBR, BEN, GNB, NER, GIN, NGA...

· 1980-01-01 — 2024-01-01
politicsquarterlyqualitative
Topic
Politics
Publication Date
Dataset Category
Qualitative
Institution / Source
Comparative Constitutions Project
Region
West Africa
country
Gambia
Temporal Coverage
1980-01-01 — 2024-01-01
Data Source
constitutions
Dataset Version
observatory/2026-09-08
License_pro
CC-BY-NC-SA (Comparative Constitutions Project) — check before republishing
Tags
politics
quarterly
qualitative
Description
National constitutions (Constitute Project). Collected from Comparative Constitutions Project (academic) on a quarterly cadence. 21 records spanning 1980-01-01 to 2024-01-01, covering GMB, MLI, CIV, TGO, MRT, LBR, BEN, GNB, NER, GIN, NGA, SEN, GHA, SLE, CPV, BFA. Evidence is content-addressed: every record carries a SHA-256 hash of the exact bytes retrieved, the source URL, the date the source published it and the date it was fetched.
Variables / Indicators
records: 21
temporal span: 1980-01-01 to 2024-01-01
countries covered: 16
data kind: qualitative
evidence class: secondary
licence: CC-BY-NC-SA (Comparative Constitutions Project) — check before republishing
republishable: NO — check licence
top countries: GMB (3), MLI (2), CIV (2), TGO (2), MRT (1)
record types: constitution (14), constitution_historic (7)
External Link
Source
Date Updated
Geographic Scope
Regional — West Africa
Thumbnail / Cover Image
National constitutions (Constitute Project) — 19 constitutions across 16 countries — filled marks currently in force
UN Security Council Consolidated Sanctions List — 154 listings accumulated, 2001-01-25 to 2024-05-21
Dataset

UN Security Council Consolidated Sanctions List

UN Security Council Consolidated Sanctions List. Collected from United Nations Security Council (igo) on a daily cadence. 155 records spanning 2001-01-25 to 2024-05-21, covering MLI, GNB, MRT, NGA, NER, BFA, GHA, SEN, GIN, BEN, TGO. Evid...

· 2001-01-25 — 2024-05-21
lawdailyqualitative
Topic
Law
Publication Date
Dataset Category
Qualitative
Institution / Source
United Nations Security Council
Region
West Africa
country
Mali
Temporal Coverage
2001-01-25 — 2024-05-21
Data Source
un_sc_consolidated
Dataset Version
observatory/2026-09-08
License_pro
UN — public, free reuse with attribution
Tags
law
daily
qualitative
Description
UN Security Council Consolidated Sanctions List. Collected from United Nations Security Council (igo) on a daily cadence. 155 records spanning 2001-01-25 to 2024-05-21, covering MLI, GNB, MRT, NGA, NER, BFA, GHA, SEN, GIN, BEN, TGO. Evidence is content-addressed: every record carries a SHA-256 hash of the exact bytes retrieved, the source URL, the date the source published it and the date it was fetched.
Variables / Indicators
records: 155
temporal span: 2001-01-25 to 2024-05-21
countries covered: 11
data kind: qualitative
evidence class: primary
licence: UN — public, free reuse with attribution
republishable: yes
top countries: MLI (118), GNB (20), MRT (10), NGA (8), NER (6)
record types: sanctions_designation (155)
External Link
Source
Date Updated
Geographic Scope
Regional — West Africa
Thumbnail / Cover Image
UN Security Council Consolidated Sanctions List — 154 listings accumulated, 2001-01-25 to 2024-05-21
EU Financial Sanctions File (European Commission) — 183 listings accumulated, 2001-01-25 to 2026-07-23
Dataset

EU Financial Sanctions File (European Commission)

EU Financial Sanctions File (European Commission). Collected from Council of the European Union (igo) on a daily cadence. 199 records spanning 2001-01-25 to 2026-07-23, covering MLI, TGO, MRT, BFA, NGA, GIN, NER, GHA, SEN, CIV. Evidence ...

· 2001-01-25 — 2026-07-23
lawdailyqualitative
Topic
Law
Publication Date
Dataset Category
Qualitative
Institution / Source
Council of the European Union
Region
West Africa
country
Mali
Temporal Coverage
2001-01-25 — 2026-07-23
Data Source
eu_fsf_primary
Dataset Version
observatory/2026-09-08
License_pro
EU — free reuse (Commission Decision 2011/833/EU)
Tags
law
daily
qualitative
Description
EU Financial Sanctions File (European Commission). Collected from Council of the European Union (igo) on a daily cadence. 199 records spanning 2001-01-25 to 2026-07-23, covering MLI, TGO, MRT, BFA, NGA, GIN, NER, GHA, SEN, CIV. Evidence is content-addressed: every record carries a SHA-256 hash of the exact bytes retrieved, the source URL, the date the source published it and the date it was fetched.
Variables / Indicators
records: 199
temporal span: 2001-01-25 to 2026-07-23
countries covered: 10
data kind: qualitative
evidence class: primary
licence: EU — free reuse (Commission Decision 2011/833/EU)
republishable: yes
top countries: MLI (154), TGO (17), MRT (12), BFA (8), NGA (8)
record types: sanctions_designation (199)
External Link
Source
Date Updated
Geographic Scope
Regional — West Africa
Thumbnail / Cover Image
EU Financial Sanctions File (European Commission) — 183 listings accumulated, 2001-01-25 to 2026-07-23
Military expenditure, arms transfers and personnel (SIPRI via World Bank) — Armed forces personnel (people) — 6 countries, 1990 to 2020
Dataset

Military expenditure, arms transfers and personnel (SIPRI via World Bank)

Military expenditure, arms transfers and personnel (SIPRI via World Bank). Collected from Stockholm International Peace Research Institute (academic) on a annual cadence. 111 records spanning 1993-12-31 to 2024-12-31, covering NGA, SLE, ...

· 1993-12-31 — 2024-12-31
securityannualquantitative
Topic
Security
Publication Date
Dataset Category
Quantitative
Institution / Source
Stockholm International Peace Research Institute
Region
West Africa
country
Nigeria
Temporal Coverage
1993-12-31 — 2024-12-31
Data Source
military_capability
Dataset Version
observatory/2026-09-08
License_pro
CC-BY-4.0 (World Bank); SIPRI data attribution required
Tags
security
annual
quantitative
Description
Military expenditure, arms transfers and personnel (SIPRI via World Bank). Collected from Stockholm International Peace Research Institute (academic) on a annual cadence. 111 records spanning 1993-12-31 to 2024-12-31, covering NGA, SLE, BFA, TGO, MRT, LBR, BEN, GNB, NER, CIV, GIN, MLI, GHA, SEN, GMB, CPV. Evidence is content-addressed: every record carries a SHA-256 hash of the exact bytes retrieved, the source URL, the date the source published it and the date it was fetched.
Variables / Indicators
records: 111
temporal span: 1993-12-31 to 2024-12-31
countries covered: 16
data kind: quantitative
evidence class: secondary
licence: CC-BY-4.0 (World Bank); SIPRI data attribution required
republishable: yes
top countries: NGA (8), SLE (7), BFA (7), TGO (7), MRT (7)
record types: military_series (111)
External Link
Source
Date Updated
Geographic Scope
Regional — West Africa
Thumbnail / Cover Image
Military expenditure, arms transfers and personnel (SIPRI via World Bank) — Armed forces personnel (people) — 6 countries, 1990 to 2020
IMF DataMapper (World Economic Outlook aggregates) — Current account balance, percent of GDP — 6 countries, 1980 to 2031
Dataset

IMF DataMapper (World Economic Outlook aggregates)

IMF DataMapper (World Economic Outlook aggregates). Collected from International Monetary Fund (igo) on a quarterly cadence. 130 records spanning 2018-12-31 to 2031-12-31, covering CPV, NGA, BFA, TGO, MRT, LBR, BEN, GNB, NER, CIV, GIN, M...

· 2018-12-31 — 2031-12-31
economyquarterlyquantitative
Topic
Economy
Publication Date
Dataset Category
Quantitative
Institution / Source
International Monetary Fund
Region
West Africa
country
Cape Verde
Temporal Coverage
2018-12-31 — 2031-12-31
Data Source
imf_datamapper
Dataset Version
observatory/2026-09-08
License_pro
IMF Terms and Conditions — attribution required
Tags
economy
quarterly
quantitative
Description
IMF DataMapper (World Economic Outlook aggregates). Collected from International Monetary Fund (igo) on a quarterly cadence. 130 records spanning 2018-12-31 to 2031-12-31, covering CPV, NGA, BFA, TGO, MRT, LBR, BEN, GNB, NER, CIV, GIN, MLI, SEN, GMB, GHA, SLE. Evidence is content-addressed: every record carries a SHA-256 hash of the exact bytes retrieved, the source URL, the date the source published it and the date it was fetched.
Variables / Indicators
records: 130
temporal span: 2018-12-31 to 2031-12-31
countries covered: 16
data kind: quantitative
evidence class: primary
licence: IMF Terms and Conditions — attribution required
republishable: NO — check licence
top countries: CPV (9), NGA (9), BFA (8), TGO (8), MRT (8)
record types: macro_series (130)
External Link
Source
Date Updated
Geographic Scope
Regional — West Africa
Thumbnail / Cover Image
IMF DataMapper (World Economic Outlook aggregates) — Current account balance, percent of GDP — 6 countries, 1980 to 2031
geoBoundaries gbOpen — African administrative divisions ADM0-ADM2 — 54 countries shaded by number of boundary polygons held (max 774)
Dataset

geoBoundaries gbOpen — African administrative divisions ADM0-ADM2

geoBoundaries gbOpen — African administrative divisions ADM0-ADM2. Collected from geoBoundaries (William & Mary geoLab) (academic) on a quarterly cadence. 160 records spanning 2005-01-01 to 2022-01-01, covering GMB, SLE, CPV, BFA, TGO, M...

· 2005-01-01 — 2022-01-01
politicsquarterlygeo
Topic
Politics
Publication Date
Dataset Category
Geo
Institution / Source
geoBoundaries (William & Mary geoLab)
Region
West Africa
country
Gambia
Temporal Coverage
2005-01-01 — 2022-01-01
Data Source
geoboundaries_admin
Dataset Version
observatory/2026-09-08
License_pro
CC-BY-4.0
Tags
politics
quarterly
geo
Description
geoBoundaries gbOpen — African administrative divisions ADM0-ADM2. Collected from geoBoundaries (William & Mary geoLab) (academic) on a quarterly cadence. 160 records spanning 2005-01-01 to 2022-01-01, covering GMB, SLE, CPV, BFA, TGO, MRT, LBR, BEN, GNB, NER, CIV, GIN, MLI, NGA, SEN, GHA. Evidence is content-addressed: every record carries a SHA-256 hash of the exact bytes retrieved, the source URL, the date the source published it and the date it was fetched.
Variables / Indicators
records: 160
temporal span: 2005-01-01 to 2022-01-01
countries covered: 16
data kind: geo
evidence class: secondary
licence: CC-BY-4.0
republishable: yes
top countries: GMB (3), SLE (3), CPV (3), BFA (3), TGO (3)
record types: admin_boundary_set (160)
External Link
Source
Date Updated
Geographic Scope
Regional — West Africa
Thumbnail / Cover Image
geoBoundaries gbOpen — African administrative divisions ADM0-ADM2 — 54 countries shaded by number of boundary polygons held (max 774)
Safety, stability and governance indices (WGI + outcome measures) — Control of corruption (score 0-100) — 6 countries, 1996 to 2024
Dataset

Safety, stability and governance indices (WGI + outcome measures)

Safety, stability and governance indices (WGI + outcome measures). Collected from World Bank Group (igo) on a annual cadence. 242 records spanning 2000-12-31 to 2024-12-31, covering BFA, BEN, NGA, NER, SEN, SLE, LBR, TGO, MRT, MLI, GNB, ...

· 2000-12-31 — 2024-12-31
securityannualquantitative
Topic
Security
Publication Date
Dataset Category
Quantitative
Institution / Source
World Bank Group
Region
West Africa
country
Burkina Faso
Temporal Coverage
2000-12-31 — 2024-12-31
Data Source
safety_governance
Dataset Version
observatory/2026-09-08
License_pro
CC-BY-4.0
Tags
security
annual
quantitative
Description
Safety, stability and governance indices (WGI + outcome measures). Collected from World Bank Group (igo) on a annual cadence. 242 records spanning 2000-12-31 to 2024-12-31, covering BFA, BEN, NGA, NER, SEN, SLE, LBR, TGO, MRT, MLI, GNB, CIV, GHA, CPV, GIN, GMB. Evidence is content-addressed: every record carries a SHA-256 hash of the exact bytes retrieved, the source URL, the date the source published it and the date it was fetched.
Variables / Indicators
records: 242
temporal span: 2000-12-31 to 2024-12-31
countries covered: 16
data kind: quantitative
evidence class: secondary
licence: CC-BY-4.0
republishable: yes
top countries: BFA (16), BEN (16), NGA (16), NER (16), SEN (16)
record types: safety_series (242)
External Link
Source
Date Updated
Geographic Scope
Regional — West Africa
Thumbnail / Cover Image
Safety, stability and governance indices (WGI + outcome measures) — Control of corruption (score 0-100) — 6 countries, 1996 to 2024
World Bank — Balance of Payments (BPM6 components) — Current account balance (current US$) — 6 countries, 2000 to 2025
Dataset

World Bank — Balance of Payments (BPM6 components)

World Bank — Balance of Payments (BPM6 components). Collected from World Bank Group (igo) on a quarterly cadence. 253 records spanning 2015-12-31 to 2025-12-31, covering GHA, SLE, MLI, NGA, SEN, BFA, TGO, LBR, BEN, GNB, NER, CIV, GIN, CP...

· 2015-12-31 — 2025-12-31
economyquarterlyquantitative
Topic
Economy
Publication Date
Dataset Category
Quantitative
Institution / Source
World Bank Group
Region
West Africa
country
Ghana
Temporal Coverage
2015-12-31 — 2025-12-31
Data Source
worldbank_bop
Dataset Version
observatory/2026-09-08
License_pro
CC-BY-4.0
Tags
economy
quarterly
quantitative
Description
World Bank — Balance of Payments (BPM6 components). Collected from World Bank Group (igo) on a quarterly cadence. 253 records spanning 2015-12-31 to 2025-12-31, covering GHA, SLE, MLI, NGA, SEN, BFA, TGO, LBR, BEN, GNB, NER, CIV, GIN, CPV, MRT, GMB. Evidence is content-addressed: every record carries a SHA-256 hash of the exact bytes retrieved, the source URL, the date the source published it and the date it was fetched.
Variables / Indicators
records: 253
temporal span: 2015-12-31 to 2025-12-31
countries covered: 16
data kind: quantitative
evidence class: primary
licence: CC-BY-4.0
republishable: yes
top countries: GHA (16), SLE (16), MLI (16), NGA (16), SEN (16)
record types: bop_series (253)
External Link
Source
Date Updated
Geographic Scope
Regional — West Africa
Thumbnail / Cover Image
World Bank — Balance of Payments (BPM6 components) — Current account balance (current US$) — 6 countries, 2000 to 2025

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