Audit Pack
Gambia
294 observations across 30 sections, drawn from 14 authoritative sources. Every figure links back to its original dataset.
Freedom House FIW 2025GDELT 2.0IMF DataMapper (WEO)NASA POWERREST Countries v3.1Transparency International CPI 2024UN ComtradeUNDP / World Bank (HDR proxy)V-Dem Institute (v14)WHO GHOWikipedia Pageviews (Wikimedia)World Bank FindexWorld Bank WDIWorld Bank WGI
business model 4 observations
| Metric | Value | Year | Provider | Confidence | Source |
|---|---|---|---|---|---|
| Daily avg global attention for 'Gambia' (last 30 days) | 165.00views/day | 2026 | Wikipedia Pageviews (Wikimedia) | medium | Open |
| English-Wikipedia pageviews for 'Gambia' (30-day total) | 5,143views | 2026 | Wikipedia Pageviews (Wikimedia) | medium | Open |
| Account ownership, 15+ (% adults) | 38.16% | 2024 | World Bank Findex | high | Open |
| Trade (% of GDP) | 42.17% | 2024 | World Bank WDI | high | Open |
competitive landscape 7 observations
| Metric | Value | Year | Provider | Confidence | Source |
|---|---|---|---|---|---|
| Global news coverage of Gambia (last 30 days) | 0.00articles | 2026 | GDELT 2.0 | high | Open |
| Total goods imports from world (UN Comtrade) | 2,447,864,236USD | 2023 | UN Comtrade | high | Open |
| Total goods exports to world (UN Comtrade) | 83,449,802USD | 2023 | UN Comtrade | high | Open |
| Daily avg global attention for 'Gambia' (last 30 days) | 165.00views/day | 2026 | Wikipedia Pageviews (Wikimedia) | medium | Open |
| English-Wikipedia pageviews for 'Gambia' (30-day total) | 5,143views | 2026 | Wikipedia Pageviews (Wikimedia) | medium | Open |
| Industry value-added (% of GDP) | 15.33% | 2024 | World Bank WDI | high | Open |
| Regulatory Quality (WGI, -2.5 to 2.5 scale) | -0.64score | 2023 | World Bank WGI | high | Open |
country snapshot 18 observations
| Metric | Value | Year | Provider | Confidence | Source |
|---|---|---|---|---|---|
| Freedom in the World status classification — Partly Free | Partly Freecategory | 2024 | Freedom House FIW 2025 | high | Open |
| Political Rights (0-40) / Civil Liberties (0-60) | PR 23/40 · CL 31/60composite | 2024 | Freedom House FIW 2025 | high | Open |
| Freedom in the World aggregate score (0–100) | 54.00score (0-100) | 2024 | Freedom House FIW 2025 | high | Open |
| Global news coverage of Gambia (last 30 days) | 0.00articles | 2026 | GDELT 2.0 | high | Open |
| Real GDP growth (IMF WEO, %) | 5.00% | 2031 | IMF DataMapper (WEO) | high | Open |
| UN region classification for Gambia | Africa — Western Africa | 2024 | REST Countries v3.1 | medium | Open |
| Land area (km²) | 10,689km² | 2024 | REST Countries v3.1 | medium | Open |
| Population (UN latest, REST Countries) | 2,422,712people | 2024 | REST Countries v3.1 | medium | Open |
| Bordering countries (ISO-3 codes, 1 neighbours) | SENneighbours | 2024 | REST Countries v3.1 | medium | Open |
| Corruption Perceptions Index score (0=corrupt → 100=clean) | 35.00score (0-100) | 2024 | Transparency International CPI 2024 | high | Open |
| Global CPI rank (of 180) — 58.3th percentile (lower is cleaner) | 105.00rank of 180 | 2024 | Transparency International CPI 2024 | high | Open |
| Human Development Index | 539.40index | 2021 | UNDP / World Bank (HDR proxy) | high | Open |
| English-Wikipedia pageviews for 'Gambia' (30-day total) | 5,143views | 2026 | Wikipedia Pageviews (Wikimedia) | medium | Open |
| Daily avg global attention for 'Gambia' (last 30 days) | 165.00views/day | 2026 | Wikipedia Pageviews (Wikimedia) | medium | Open |
| Urban population (% of total) | 64.30% | 2024 | World Bank WDI | high | Open |
| Population, total | 2,759,988people | 2024 | World Bank WDI | high | Open |
| Real GDP growth (% YoY) | 5.55% | 2024 | World Bank WDI | high | Open |
| Nominal GDP (current USD) | 2,404,888,749USD | 2024 | World Bank WDI | high | Open |
deal structuring 6 observations
| Metric | Value | Year | Provider | Confidence | Source |
|---|---|---|---|---|---|
| Global news coverage of Gambia (last 30 days) | 0.00articles | 2026 | GDELT 2.0 | high | Open |
| General govt net lending (% GDP) | -0.50% | 2031 | IMF DataMapper (WEO) | high | Open |
| English-Wikipedia pageviews for 'Gambia' (30-day total) | 5,143views | 2026 | Wikipedia Pageviews (Wikimedia) | medium | Open |
| Daily avg global attention for 'Gambia' (last 30 days) | 165.00views/day | 2026 | Wikipedia Pageviews (Wikimedia) | medium | Open |
| Rule of Law (WGI, -2.5 to 2.5 scale) | -0.37score | 2023 | World Bank WGI | high | Open |
| Regulatory Quality (WGI, -2.5 to 2.5 scale) | -0.64score | 2023 | World Bank WGI | high | Open |
dfi landscape 9 observations
| Metric | Value | Year | Provider | Confidence | Source |
|---|---|---|---|---|---|
| Freedom in the World aggregate score (0–100) | 54.00score (0-100) | 2024 | Freedom House FIW 2025 | high | Open |
| Political Rights (0-40) / Civil Liberties (0-60) | PR 23/40 · CL 31/60composite | 2024 | Freedom House FIW 2025 | high | Open |
| Freedom in the World status classification — Partly Free | Partly Freecategory | 2024 | Freedom House FIW 2025 | high | Open |
| Global news coverage of Gambia (last 30 days) | 0.00articles | 2026 | GDELT 2.0 | high | Open |
| General govt gross debt (% GDP) | 44.30% | 2031 | IMF DataMapper (WEO) | high | Open |
| Daily avg global attention for 'Gambia' (last 30 days) | 165.00views/day | 2026 | Wikipedia Pageviews (Wikimedia) | medium | Open |
| English-Wikipedia pageviews for 'Gambia' (30-day total) | 5,143views | 2026 | Wikipedia Pageviews (Wikimedia) | medium | Open |
| FDI net inflows (current USD) | 232,357,064 | 2024 | World Bank WDI | high | Open |
| Government Effectiveness (WGI, -2.5 to 2.5 scale) | -0.59score | 2023 | World Bank WGI | high | Open |
diplomatic tracker 13 observations
| Metric | Value | Year | Provider | Confidence | Source |
|---|---|---|---|---|---|
| Global news coverage of Gambia (last 30 days) | 0.00articles | 2026 | GDELT 2.0 | high | Open |
| UN region classification for Gambia | Africa — Western Africa | 2024 | REST Countries v3.1 | medium | Open |
| Land area (km²) | 10,689km² | 2024 | REST Countries v3.1 | medium | Open |
| Bordering countries (ISO-3 codes, 1 neighbours) | SENneighbours | 2024 | REST Countries v3.1 | medium | Open |
| Population (UN latest, REST Countries) | 2,422,712people | 2024 | REST Countries v3.1 | medium | Open |
| Total goods exports to world (UN Comtrade) | 83,449,802USD | 2023 | UN Comtrade | high | Open |
| Total goods imports from world (UN Comtrade) | 2,447,864,236USD | 2023 | UN Comtrade | high | Open |
| Electoral Democracy Index (V-Dem, 0–1) | 0.58index 0-1 | 2023 | V-Dem Institute (v14) | high | Open |
| Regime classification (V-Dem) — Electoral democracy | Electoral democracycategory | 2023 | V-Dem Institute (v14) | high | Open |
| Daily avg global attention for 'Gambia' (last 30 days) | 165.00views/day | 2026 | Wikipedia Pageviews (Wikimedia) | medium | Open |
| English-Wikipedia pageviews for 'Gambia' (30-day total) | 5,143views | 2026 | Wikipedia Pageviews (Wikimedia) | medium | Open |
| Trade in goods (% of GDP) | 73.56% | 2024 | World Bank WDI | high | Open |
| Trade (% of GDP) | 42.17% | 2024 | World Bank WDI | high | Open |
entry strategy 13 observations
| Metric | Value | Year | Provider | Confidence | Source |
|---|---|---|---|---|---|
| Freedom in the World status classification — Partly Free | Partly Freecategory | 2024 | Freedom House FIW 2025 | high | Open |
| Political Rights (0-40) / Civil Liberties (0-60) | PR 23/40 · CL 31/60composite | 2024 | Freedom House FIW 2025 | high | Open |
| Freedom in the World aggregate score (0–100) | 54.00score (0-100) | 2024 | Freedom House FIW 2025 | high | Open |
| Global news coverage of Gambia (last 30 days) | 0.00articles | 2026 | GDELT 2.0 | high | Open |
| Land area (km²) | 10,689km² | 2024 | REST Countries v3.1 | medium | Open |
| UN region classification for Gambia | Africa — Western Africa | 2024 | REST Countries v3.1 | medium | Open |
| Population (UN latest, REST Countries) | 2,422,712people | 2024 | REST Countries v3.1 | medium | Open |
| Bordering countries (ISO-3 codes, 1 neighbours) | SENneighbours | 2024 | REST Countries v3.1 | medium | Open |
| Corruption Perceptions Index score (0=corrupt → 100=clean) | 35.00score (0-100) | 2024 | Transparency International CPI 2024 | high | Open |
| Global CPI rank (of 180) — 58.3th percentile (lower is cleaner) | 105.00rank of 180 | 2024 | Transparency International CPI 2024 | high | Open |
| English-Wikipedia pageviews for 'Gambia' (30-day total) | 5,143views | 2026 | Wikipedia Pageviews (Wikimedia) | medium | Open |
| Daily avg global attention for 'Gambia' (last 30 days) | 165.00views/day | 2026 | Wikipedia Pageviews (Wikimedia) | medium | Open |
| FDI net inflows (current USD) | 232,357,064 | 2024 | World Bank WDI | high | Open |
execution playbook 6 observations
| Metric | Value | Year | Provider | Confidence | Source |
|---|---|---|---|---|---|
| Global news coverage of Gambia (last 30 days) | 0.00articles | 2026 | GDELT 2.0 | high | Open |
| English-Wikipedia pageviews for 'Gambia' (30-day total) | 5,143views | 2026 | Wikipedia Pageviews (Wikimedia) | medium | Open |
| Daily avg global attention for 'Gambia' (last 30 days) | 165.00views/day | 2026 | Wikipedia Pageviews (Wikimedia) | medium | Open |
| FDI net inflows (current USD) | 232,357,064 | 2024 | World Bank WDI | high | Open |
| Rule of Law (WGI, -2.5 to 2.5 scale) | -0.37score | 2023 | World Bank WGI | high | Open |
| Government Effectiveness (WGI, -2.5 to 2.5 scale) | -0.59score | 2023 | World Bank WGI | high | Open |
executive summary 12 observations
| Metric | Value | Year | Provider | Confidence | Source |
|---|---|---|---|---|---|
| Freedom in the World aggregate score (0–100) | 54.00score (0-100) | 2024 | Freedom House FIW 2025 | high | Open |
| Freedom in the World status classification — Partly Free | Partly Freecategory | 2024 | Freedom House FIW 2025 | high | Open |
| Political Rights (0-40) / Civil Liberties (0-60) | PR 23/40 · CL 31/60composite | 2024 | Freedom House FIW 2025 | high | Open |
| Global news coverage of Gambia (last 30 days) | 0.00articles | 2026 | GDELT 2.0 | high | Open |
| GDP share of world (PPP, %) | 0.01% | 2031 | IMF DataMapper (WEO) | high | Open |
| Real GDP growth (IMF WEO, %) | 5.00% | 2031 | IMF DataMapper (WEO) | high | Open |
| Global CPI rank (of 180) — 58.3th percentile (lower is cleaner) | 105.00rank of 180 | 2024 | Transparency International CPI 2024 | high | Open |
| Corruption Perceptions Index score (0=corrupt → 100=clean) | 35.00score (0-100) | 2024 | Transparency International CPI 2024 | high | Open |
| English-Wikipedia pageviews for 'Gambia' (30-day total) | 5,143views | 2026 | Wikipedia Pageviews (Wikimedia) | medium | Open |
| Daily avg global attention for 'Gambia' (last 30 days) | 165.00views/day | 2026 | Wikipedia Pageviews (Wikimedia) | medium | Open |
| Real GDP growth (% YoY) | 5.55% | 2024 | World Bank WDI | high | Open |
| FDI net inflows (current USD) | 232,357,064 | 2024 | World Bank WDI | high | Open |
financial projections 7 observations
| Metric | Value | Year | Provider | Confidence | Source |
|---|---|---|---|---|---|
| Global news coverage of Gambia (last 30 days) | 0.00articles | 2026 | GDELT 2.0 | high | Open |
| Real GDP growth (IMF WEO, %) | 5.00% | 2031 | IMF DataMapper (WEO) | high | Open |
| Inflation forecast (IMF WEO, %) | 5.00% | 2031 | IMF DataMapper (WEO) | high | Open |
| Daily avg global attention for 'Gambia' (last 30 days) | 165.00views/day | 2026 | Wikipedia Pageviews (Wikimedia) | medium | Open |
| English-Wikipedia pageviews for 'Gambia' (30-day total) | 5,143views | 2026 | Wikipedia Pageviews (Wikimedia) | medium | Open |
| Inflation, CPI (% YoY) | 11.56% | 2024 | World Bank WDI | high | Open |
| Real GDP growth (% YoY) | 5.55% | 2024 | World Bank WDI | high | Open |
geopolitical brief 15 observations
| Metric | Value | Year | Provider | Confidence | Source |
|---|---|---|---|---|---|
| Freedom in the World aggregate score (0–100) | 54.00score (0-100) | 2024 | Freedom House FIW 2025 | high | Open |
| Freedom in the World status classification — Partly Free | Partly Freecategory | 2024 | Freedom House FIW 2025 | high | Open |
| Political Rights (0-40) / Civil Liberties (0-60) | PR 23/40 · CL 31/60composite | 2024 | Freedom House FIW 2025 | high | Open |
| Global news coverage of Gambia (last 30 days) | 0.00articles | 2026 | GDELT 2.0 | high | Open |
| GDP share of world (PPP, %) | 0.01% | 2031 | IMF DataMapper (WEO) | high | Open |
| UN region classification for Gambia | Africa — Western Africa | 2024 | REST Countries v3.1 | medium | Open |
| Bordering countries (ISO-3 codes, 1 neighbours) | SENneighbours | 2024 | REST Countries v3.1 | medium | Open |
| Land area (km²) | 10,689km² | 2024 | REST Countries v3.1 | medium | Open |
| Population (UN latest, REST Countries) | 2,422,712people | 2024 | REST Countries v3.1 | medium | Open |
| Electoral Democracy Index (V-Dem, 0–1) | 0.58index 0-1 | 2023 | V-Dem Institute (v14) | high | Open |
| Regime classification (V-Dem) — Electoral democracy | Electoral democracycategory | 2023 | V-Dem Institute (v14) | high | Open |
| Daily avg global attention for 'Gambia' (last 30 days) | 165.00views/day | 2026 | Wikipedia Pageviews (Wikimedia) | medium | Open |
| English-Wikipedia pageviews for 'Gambia' (30-day total) | 5,143views | 2026 | Wikipedia Pageviews (Wikimedia) | medium | Open |
| Trade (% of GDP) | 42.17% | 2024 | World Bank WDI | high | Open |
| Political Stability / No Violence (WGI, -2.5 to 2.5 scale) | -0.01score | 2023 | World Bank WGI | high | Open |
governance 17 observations
| Metric | Value | Year | Provider | Confidence | Source |
|---|---|---|---|---|---|
| Political Rights (0-40) / Civil Liberties (0-60) | PR 23/40 · CL 31/60composite | 2024 | Freedom House FIW 2025 | high | Open |
| Freedom in the World status classification — Partly Free | Partly Freecategory | 2024 | Freedom House FIW 2025 | high | Open |
| Freedom in the World aggregate score (0–100) | 54.00score (0-100) | 2024 | Freedom House FIW 2025 | high | Open |
| Global news coverage of Gambia (last 30 days) | 0.00articles | 2026 | GDELT 2.0 | high | Open |
| Corruption Perceptions Index score (0=corrupt → 100=clean) | 35.00score (0-100) | 2024 | Transparency International CPI 2024 | high | Open |
| Global CPI rank (of 180) — 58.3th percentile (lower is cleaner) | 105.00rank of 180 | 2024 | Transparency International CPI 2024 | high | Open |
| Regime classification (V-Dem) — Electoral democracy | Electoral democracycategory | 2023 | V-Dem Institute (v14) | high | Open |
| Electoral Democracy Index (V-Dem, 0–1) | 0.58index 0-1 | 2023 | V-Dem Institute (v14) | high | Open |
| Daily avg global attention for 'Gambia' (last 30 days) | 165.00views/day | 2026 | Wikipedia Pageviews (Wikimedia) | medium | Open |
| English-Wikipedia pageviews for 'Gambia' (30-day total) | 5,143views | 2026 | Wikipedia Pageviews (Wikimedia) | medium | Open |
| CPIA public sector mgmt score | 3.10 | 2024 | World Bank WDI | high | Open |
| Rule of Law (WGI, -2.5 to 2.5 scale) | -0.37score | 2023 | World Bank WGI | high | Open |
| Regulatory Quality (WGI, -2.5 to 2.5 scale) | -0.64score | 2023 | World Bank WGI | high | Open |
| Government Effectiveness (WGI, -2.5 to 2.5 scale) | -0.59score | 2023 | World Bank WGI | high | Open |
| Voice & Accountability (WGI, -2.5 to 2.5 scale) | -0.04score | 2023 | World Bank WGI | high | Open |
| Political Stability / No Violence (WGI, -2.5 to 2.5 scale) | -0.01score | 2023 | World Bank WGI | high | Open |
| Control of Corruption (WGI, -2.5 to 2.5 scale) | -0.28score | 2023 | World Bank WGI | high | Open |
government capacity 8 observations
| Metric | Value | Year | Provider | Confidence | Source |
|---|---|---|---|---|---|
| Global news coverage of Gambia (last 30 days) | 0.00articles | 2026 | GDELT 2.0 | high | Open |
| General govt net lending (% GDP) | -0.50% | 2031 | IMF DataMapper (WEO) | high | Open |
| General govt gross debt (% GDP) | 44.30% | 2031 | IMF DataMapper (WEO) | high | Open |
| Daily avg global attention for 'Gambia' (last 30 days) | 165.00views/day | 2026 | Wikipedia Pageviews (Wikimedia) | medium | Open |
| English-Wikipedia pageviews for 'Gambia' (30-day total) | 5,143views | 2026 | Wikipedia Pageviews (Wikimedia) | medium | Open |
| CPIA public sector mgmt score | 3.10 | 2024 | World Bank WDI | high | Open |
| Regulatory Quality (WGI, -2.5 to 2.5 scale) | -0.64score | 2023 | World Bank WGI | high | Open |
| Government Effectiveness (WGI, -2.5 to 2.5 scale) | -0.59score | 2023 | World Bank WGI | high | Open |
investment memo 13 observations
| Metric | Value | Year | Provider | Confidence | Source |
|---|---|---|---|---|---|
| Freedom in the World aggregate score (0–100) | 54.00score (0-100) | 2024 | Freedom House FIW 2025 | high | Open |
| Freedom in the World status classification — Partly Free | Partly Freecategory | 2024 | Freedom House FIW 2025 | high | Open |
| Political Rights (0-40) / Civil Liberties (0-60) | PR 23/40 · CL 31/60composite | 2024 | Freedom House FIW 2025 | high | Open |
| Global news coverage of Gambia (last 30 days) | 0.00articles | 2026 | GDELT 2.0 | high | Open |
| Real GDP growth (IMF WEO, %) | 5.00% | 2031 | IMF DataMapper (WEO) | high | Open |
| Corruption Perceptions Index score (0=corrupt → 100=clean) | 35.00score (0-100) | 2024 | Transparency International CPI 2024 | high | Open |
| Global CPI rank (of 180) — 58.3th percentile (lower is cleaner) | 105.00rank of 180 | 2024 | Transparency International CPI 2024 | high | Open |
| English-Wikipedia pageviews for 'Gambia' (30-day total) | 5,143views | 2026 | Wikipedia Pageviews (Wikimedia) | medium | Open |
| Daily avg global attention for 'Gambia' (last 30 days) | 165.00views/day | 2026 | Wikipedia Pageviews (Wikimedia) | medium | Open |
| FDI net inflows (current USD) | 232,357,064 | 2024 | World Bank WDI | high | Open |
| Real GDP growth (% YoY) | 5.55% | 2024 | World Bank WDI | high | Open |
| Government Effectiveness (WGI, -2.5 to 2.5 scale) | -0.59score | 2023 | World Bank WGI | high | Open |
| Regulatory Quality (WGI, -2.5 to 2.5 scale) | -0.64score | 2023 | World Bank WGI | high | Open |
local partners 7 observations
| Metric | Value | Year | Provider | Confidence | Source |
|---|---|---|---|---|---|
| Global news coverage of Gambia (last 30 days) | 0.00articles | 2026 | GDELT 2.0 | high | Open |
| Total goods imports from world (UN Comtrade) | 2,447,864,236USD | 2023 | UN Comtrade | high | Open |
| Total goods exports to world (UN Comtrade) | 83,449,802USD | 2023 | UN Comtrade | high | Open |
| Daily avg global attention for 'Gambia' (last 30 days) | 165.00views/day | 2026 | Wikipedia Pageviews (Wikimedia) | medium | Open |
| English-Wikipedia pageviews for 'Gambia' (30-day total) | 5,143views | 2026 | Wikipedia Pageviews (Wikimedia) | medium | Open |
| Unemployment rate (% of labor force) | 6.52% | 2025 | World Bank WDI | high | Open |
| Industry value-added (% of GDP) | 15.33% | 2024 | World Bank WDI | high | Open |
ma targets 7 observations
| Metric | Value | Year | Provider | Confidence | Source |
|---|---|---|---|---|---|
| Global news coverage of Gambia (last 30 days) | 0.00articles | 2026 | GDELT 2.0 | high | Open |
| Total goods imports from world (UN Comtrade) | 2,447,864,236USD | 2023 | UN Comtrade | high | Open |
| Total goods exports to world (UN Comtrade) | 83,449,802USD | 2023 | UN Comtrade | high | Open |
| Daily avg global attention for 'Gambia' (last 30 days) | 165.00views/day | 2026 | Wikipedia Pageviews (Wikimedia) | medium | Open |
| English-Wikipedia pageviews for 'Gambia' (30-day total) | 5,143views | 2026 | Wikipedia Pageviews (Wikimedia) | medium | Open |
| Industry value-added (% of GDP) | 15.33% | 2024 | World Bank WDI | high | Open |
| FDI net inflows (current USD) | 232,357,064 | 2024 | World Bank WDI | high | Open |
market opportunity 12 observations
| Metric | Value | Year | Provider | Confidence | Source |
|---|---|---|---|---|---|
| Global news coverage of Gambia (last 30 days) | 0.00articles | 2026 | GDELT 2.0 | high | Open |
| GDP share of world (PPP, %) | 0.01% | 2031 | IMF DataMapper (WEO) | high | Open |
| Bordering countries (ISO-3 codes, 1 neighbours) | SENneighbours | 2024 | REST Countries v3.1 | medium | Open |
| Population (UN latest, REST Countries) | 2,422,712people | 2024 | REST Countries v3.1 | medium | Open |
| Land area (km²) | 10,689km² | 2024 | REST Countries v3.1 | medium | Open |
| UN region classification for Gambia | Africa — Western Africa | 2024 | REST Countries v3.1 | medium | Open |
| English-Wikipedia pageviews for 'Gambia' (30-day total) | 5,143views | 2026 | Wikipedia Pageviews (Wikimedia) | medium | Open |
| Daily avg global attention for 'Gambia' (last 30 days) | 165.00views/day | 2026 | Wikipedia Pageviews (Wikimedia) | medium | Open |
| Account ownership, 15+ (% adults) | 38.16% | 2024 | World Bank Findex | high | Open |
| Nominal GDP (current USD) | 2,404,888,749USD | 2024 | World Bank WDI | high | Open |
| Real GDP growth (% YoY) | 5.55% | 2024 | World Bank WDI | high | Open |
| Urban population (% of total) | 64.30% | 2024 | World Bank WDI | high | Open |
pestle analysis 15 observations
| Metric | Value | Year | Provider | Confidence | Source |
|---|---|---|---|---|---|
| Freedom in the World aggregate score (0–100) | 54.00score (0-100) | 2024 | Freedom House FIW 2025 | high | Open |
| Freedom in the World status classification — Partly Free | Partly Freecategory | 2024 | Freedom House FIW 2025 | high | Open |
| Political Rights (0-40) / Civil Liberties (0-60) | PR 23/40 · CL 31/60composite | 2024 | Freedom House FIW 2025 | high | Open |
| Global news coverage of Gambia (last 30 days) | 0.00articles | 2026 | GDELT 2.0 | high | Open |
| Corruption Perceptions Index score (0=corrupt → 100=clean) | 35.00score (0-100) | 2024 | Transparency International CPI 2024 | high | Open |
| Global CPI rank (of 180) — 58.3th percentile (lower is cleaner) | 105.00rank of 180 | 2024 | Transparency International CPI 2024 | high | Open |
| Gender Inequality Index | 8.62% | 2025 | UNDP / World Bank (HDR proxy) | high | Open |
| Regime classification (V-Dem) — Electoral democracy | Electoral democracycategory | 2023 | V-Dem Institute (v14) | high | Open |
| Electoral Democracy Index (V-Dem, 0–1) | 0.58index 0-1 | 2023 | V-Dem Institute (v14) | high | Open |
| English-Wikipedia pageviews for 'Gambia' (30-day total) | 5,143views | 2026 | Wikipedia Pageviews (Wikimedia) | medium | Open |
| Daily avg global attention for 'Gambia' (last 30 days) | 165.00views/day | 2026 | Wikipedia Pageviews (Wikimedia) | medium | Open |
| Inflation, CPI (% YoY) | 11.56% | 2024 | World Bank WDI | high | Open |
| Voice & Accountability (WGI, -2.5 to 2.5 scale) | -0.04score | 2023 | World Bank WGI | high | Open |
| Control of Corruption (WGI, -2.5 to 2.5 scale) | -0.28score | 2023 | World Bank WGI | high | Open |
| Rule of Law (WGI, -2.5 to 2.5 scale) | -0.37score | 2023 | World Bank WGI | high | Open |
portfolio benchmark 12 observations
| Metric | Value | Year | Provider | Confidence | Source |
|---|---|---|---|---|---|
| Freedom in the World status classification — Partly Free | Partly Freecategory | 2024 | Freedom House FIW 2025 | high | Open |
| Freedom in the World aggregate score (0–100) | 54.00score (0-100) | 2024 | Freedom House FIW 2025 | high | Open |
| Political Rights (0-40) / Civil Liberties (0-60) | PR 23/40 · CL 31/60composite | 2024 | Freedom House FIW 2025 | high | Open |
| Real GDP growth (IMF WEO, %) | 5.00% | 2031 | IMF DataMapper (WEO) | high | Open |
| Global CPI rank (of 180) — 58.3th percentile (lower is cleaner) | 105.00rank of 180 | 2024 | Transparency International CPI 2024 | high | Open |
| Corruption Perceptions Index score (0=corrupt → 100=clean) | 35.00score (0-100) | 2024 | Transparency International CPI 2024 | high | Open |
| Electoral Democracy Index (V-Dem, 0–1) | 0.58index 0-1 | 2023 | V-Dem Institute (v14) | high | Open |
| Regime classification (V-Dem) — Electoral democracy | Electoral democracycategory | 2023 | V-Dem Institute (v14) | high | Open |
| English-Wikipedia pageviews for 'Gambia' (30-day total) | 5,143views | 2026 | Wikipedia Pageviews (Wikimedia) | medium | Open |
| Daily avg global attention for 'Gambia' (last 30 days) | 165.00views/day | 2026 | Wikipedia Pageviews (Wikimedia) | medium | Open |
| Real GDP growth (% YoY) | 5.55% | 2024 | World Bank WDI | high | Open |
| Nominal GDP (current USD) | 2,404,888,749USD | 2024 | World Bank WDI | high | Open |
regulatory deep dive 6 observations
| Metric | Value | Year | Provider | Confidence | Source |
|---|---|---|---|---|---|
| Global news coverage of Gambia (last 30 days) | 0.00articles | 2026 | GDELT 2.0 | high | Open |
| Daily avg global attention for 'Gambia' (last 30 days) | 165.00views/day | 2026 | Wikipedia Pageviews (Wikimedia) | medium | Open |
| English-Wikipedia pageviews for 'Gambia' (30-day total) | 5,143views | 2026 | Wikipedia Pageviews (Wikimedia) | medium | Open |
| CPIA public sector mgmt score | 3.10 | 2024 | World Bank WDI | high | Open |
| Regulatory Quality (WGI, -2.5 to 2.5 scale) | -0.64score | 2023 | World Bank WGI | high | Open |
| Rule of Law (WGI, -2.5 to 2.5 scale) | -0.37score | 2023 | World Bank WGI | high | Open |
risk analysis 12 observations
| Metric | Value | Year | Provider | Confidence | Source |
|---|---|---|---|---|---|
| Political Rights (0-40) / Civil Liberties (0-60) | PR 23/40 · CL 31/60composite | 2024 | Freedom House FIW 2025 | high | Open |
| Freedom in the World aggregate score (0–100) | 54.00score (0-100) | 2024 | Freedom House FIW 2025 | high | Open |
| Freedom in the World status classification — Partly Free | Partly Freecategory | 2024 | Freedom House FIW 2025 | high | Open |
| Global news coverage of Gambia (last 30 days) | 0.00articles | 2026 | GDELT 2.0 | high | Open |
| Current account balance (% GDP) | -2.30% | 2031 | IMF DataMapper (WEO) | high | Open |
| General govt gross debt (% GDP) | 44.30% | 2031 | IMF DataMapper (WEO) | high | Open |
| Global CPI rank (of 180) — 58.3th percentile (lower is cleaner) | 105.00rank of 180 | 2024 | Transparency International CPI 2024 | high | Open |
| Corruption Perceptions Index score (0=corrupt → 100=clean) | 35.00score (0-100) | 2024 | Transparency International CPI 2024 | high | Open |
| English-Wikipedia pageviews for 'Gambia' (30-day total) | 5,143views | 2026 | Wikipedia Pageviews (Wikimedia) | medium | Open |
| Daily avg global attention for 'Gambia' (last 30 days) | 165.00views/day | 2026 | Wikipedia Pageviews (Wikimedia) | medium | Open |
| Political Stability / No Violence (WGI, -2.5 to 2.5 scale) | -0.01score | 2023 | World Bank WGI | high | Open |
| Rule of Law (WGI, -2.5 to 2.5 scale) | -0.37score | 2023 | World Bank WGI | high | Open |
scenario planning 7 observations
| Metric | Value | Year | Provider | Confidence | Source |
|---|---|---|---|---|---|
| Global news coverage of Gambia (last 30 days) | 0.00articles | 2026 | GDELT 2.0 | high | Open |
| Real GDP growth (IMF WEO, %) | 5.00% | 2031 | IMF DataMapper (WEO) | high | Open |
| Inflation forecast (IMF WEO, %) | 5.00% | 2031 | IMF DataMapper (WEO) | high | Open |
| English-Wikipedia pageviews for 'Gambia' (30-day total) | 5,143views | 2026 | Wikipedia Pageviews (Wikimedia) | medium | Open |
| Daily avg global attention for 'Gambia' (last 30 days) | 165.00views/day | 2026 | Wikipedia Pageviews (Wikimedia) | medium | Open |
| Inflation, CPI (% YoY) | 11.56% | 2024 | World Bank WDI | high | Open |
| Political Stability / No Violence (WGI, -2.5 to 2.5 scale) | -0.01score | 2023 | World Bank WGI | high | Open |
social impact 11 observations
| Metric | Value | Year | Provider | Confidence | Source |
|---|---|---|---|---|---|
| Global news coverage of Gambia (last 30 days) | 0.00articles | 2026 | GDELT 2.0 | high | Open |
| Gini coefficient (WB proxy) | 38.80% | 2020 | UNDP / World Bank (HDR proxy) | high | Open |
| Gender Inequality Index | 8.62% | 2025 | UNDP / World Bank (HDR proxy) | high | Open |
| Human Development Index | 539.40index | 2021 | UNDP / World Bank (HDR proxy) | high | Open |
| Infant mortality rate (per 1,000 live births) | 33.85value | 2023 | WHO GHO | high | Open |
| Life expectancy at birth (years, both sexes) | 62.22value | 2021 | WHO GHO | high | Open |
| English-Wikipedia pageviews for 'Gambia' (30-day total) | 5,143views | 2026 | Wikipedia Pageviews (Wikimedia) | medium | Open |
| Daily avg global attention for 'Gambia' (last 30 days) | 165.00views/day | 2026 | Wikipedia Pageviews (Wikimedia) | medium | Open |
| Account ownership, female 15+ (% women) | 34.86% | 2024 | World Bank Findex | high | Open |
| Urban population (% of total) | 64.30% | 2024 | World Bank WDI | high | Open |
| Population, total | 2,759,988people | 2024 | World Bank WDI | high | Open |
sovereign risk 13 observations
| Metric | Value | Year | Provider | Confidence | Source |
|---|---|---|---|---|---|
| Freedom in the World aggregate score (0–100) | 54.00score (0-100) | 2024 | Freedom House FIW 2025 | high | Open |
| Freedom in the World status classification — Partly Free | Partly Freecategory | 2024 | Freedom House FIW 2025 | high | Open |
| Political Rights (0-40) / Civil Liberties (0-60) | PR 23/40 · CL 31/60composite | 2024 | Freedom House FIW 2025 | high | Open |
| Global news coverage of Gambia (last 30 days) | 0.00articles | 2026 | GDELT 2.0 | high | Open |
| General govt gross debt (% GDP) | 44.30% | 2031 | IMF DataMapper (WEO) | high | Open |
| General govt net lending (% GDP) | -0.50% | 2031 | IMF DataMapper (WEO) | high | Open |
| Global CPI rank (of 180) — 58.3th percentile (lower is cleaner) | 105.00rank of 180 | 2024 | Transparency International CPI 2024 | high | Open |
| Corruption Perceptions Index score (0=corrupt → 100=clean) | 35.00score (0-100) | 2024 | Transparency International CPI 2024 | high | Open |
| English-Wikipedia pageviews for 'Gambia' (30-day total) | 5,143views | 2026 | Wikipedia Pageviews (Wikimedia) | medium | Open |
| Daily avg global attention for 'Gambia' (last 30 days) | 165.00views/day | 2026 | Wikipedia Pageviews (Wikimedia) | medium | Open |
| Current account balance (% of GDP) | -4.15% | 2024 | World Bank WDI | high | Open |
| Political Stability / No Violence (WGI, -2.5 to 2.5 scale) | -0.01score | 2023 | World Bank WGI | high | Open |
| Control of Corruption (WGI, -2.5 to 2.5 scale) | -0.28score | 2023 | World Bank WGI | high | Open |
stakeholder map 9 observations
| Metric | Value | Year | Provider | Confidence | Source |
|---|---|---|---|---|---|
| Global news coverage of Gambia (last 30 days) | 0.00articles | 2026 | GDELT 2.0 | high | Open |
| Electoral Democracy Index (V-Dem, 0–1) | 0.58index 0-1 | 2023 | V-Dem Institute (v14) | high | Open |
| Regime classification (V-Dem) — Electoral democracy | Electoral democracycategory | 2023 | V-Dem Institute (v14) | high | Open |
| Daily avg global attention for 'Gambia' (last 30 days) | 165.00views/day | 2026 | Wikipedia Pageviews (Wikimedia) | medium | Open |
| English-Wikipedia pageviews for 'Gambia' (30-day total) | 5,143views | 2026 | Wikipedia Pageviews (Wikimedia) | medium | Open |
| Industry value-added (% of GDP) | 15.33% | 2024 | World Bank WDI | high | Open |
| Nominal GDP (current USD) | 2,404,888,749USD | 2024 | World Bank WDI | high | Open |
| Government Effectiveness (WGI, -2.5 to 2.5 scale) | -0.59score | 2023 | World Bank WGI | high | Open |
| Voice & Accountability (WGI, -2.5 to 2.5 scale) | -0.04score | 2023 | World Bank WGI | high | Open |
supply chain 12 observations
| Metric | Value | Year | Provider | Confidence | Source |
|---|---|---|---|---|---|
| Global news coverage of Gambia (last 30 days) | 0.00articles | 2026 | GDELT 2.0 | high | Open |
| Annual precipitation (mm/day) | 2.27mm/day | climatology | NASA POWER | medium | Open |
| Land area (km²) | 10,689km² | 2024 | REST Countries v3.1 | medium | Open |
| UN region classification for Gambia | Africa — Western Africa | 2024 | REST Countries v3.1 | medium | Open |
| Population (UN latest, REST Countries) | 2,422,712people | 2024 | REST Countries v3.1 | medium | Open |
| Bordering countries (ISO-3 codes, 1 neighbours) | SENneighbours | 2024 | REST Countries v3.1 | medium | Open |
| Total goods imports from world (UN Comtrade) | 2,447,864,236USD | 2023 | UN Comtrade | high | Open |
| Total goods exports to world (UN Comtrade) | 83,449,802USD | 2023 | UN Comtrade | high | Open |
| Daily avg global attention for 'Gambia' (last 30 days) | 165.00views/day | 2026 | Wikipedia Pageviews (Wikimedia) | medium | Open |
| English-Wikipedia pageviews for 'Gambia' (30-day total) | 5,143views | 2026 | Wikipedia Pageviews (Wikimedia) | medium | Open |
| Trade (% of GDP) | 42.17% | 2024 | World Bank WDI | high | Open |
| Trade in goods (% of GDP) | 73.56% | 2024 | World Bank WDI | high | Open |
talent labor 7 observations
| Metric | Value | Year | Provider | Confidence | Source |
|---|---|---|---|---|---|
| Global news coverage of Gambia (last 30 days) | 0.00articles | 2026 | GDELT 2.0 | high | Open |
| Human Development Index | 539.40index | 2021 | UNDP / World Bank (HDR proxy) | high | Open |
| Life expectancy at birth (years, both sexes) | 62.22value | 2021 | WHO GHO | high | Open |
| English-Wikipedia pageviews for 'Gambia' (30-day total) | 5,143views | 2026 | Wikipedia Pageviews (Wikimedia) | medium | Open |
| Daily avg global attention for 'Gambia' (last 30 days) | 165.00views/day | 2026 | Wikipedia Pageviews (Wikimedia) | medium | Open |
| Unemployment rate (% of labor force) | 6.52% | 2025 | World Bank WDI | high | Open |
| Population, total | 2,759,988people | 2024 | World Bank WDI | high | Open |
tax incentives 4 observations
| Metric | Value | Year | Provider | Confidence | Source |
|---|---|---|---|---|---|
| Global news coverage of Gambia (last 30 days) | 0.00articles | 2026 | GDELT 2.0 | high | Open |
| Daily avg global attention for 'Gambia' (last 30 days) | 165.00views/day | 2026 | Wikipedia Pageviews (Wikimedia) | medium | Open |
| English-Wikipedia pageviews for 'Gambia' (30-day total) | 5,143views | 2026 | Wikipedia Pageviews (Wikimedia) | medium | Open |
| Regulatory Quality (WGI, -2.5 to 2.5 scale) | -0.64score | 2023 | World Bank WGI | high | Open |
tech readiness 5 observations
| Metric | Value | Year | Provider | Confidence | Source |
|---|---|---|---|---|---|
| Global news coverage of Gambia (last 30 days) | 0.00articles | 2026 | GDELT 2.0 | high | Open |
| Solar irradiance annual mean (kWh/m²/day) | 5.81kWh/m²/day | climatology | NASA POWER | medium | Open |
| English-Wikipedia pageviews for 'Gambia' (30-day total) | 5,143views | 2026 | Wikipedia Pageviews (Wikimedia) | medium | Open |
| Daily avg global attention for 'Gambia' (last 30 days) | 165.00views/day | 2026 | Wikipedia Pageviews (Wikimedia) | medium | Open |
| Account ownership, 15+ (% adults) | 38.16% | 2024 | World Bank Findex | high | Open |
value chain 7 observations
| Metric | Value | Year | Provider | Confidence | Source |
|---|---|---|---|---|---|
| Global news coverage of Gambia (last 30 days) | 0.00articles | 2026 | GDELT 2.0 | high | Open |
| Total goods imports from world (UN Comtrade) | 2,447,864,236USD | 2023 | UN Comtrade | high | Open |
| Total goods exports to world (UN Comtrade) | 83,449,802USD | 2023 | UN Comtrade | high | Open |
| Daily avg global attention for 'Gambia' (last 30 days) | 165.00views/day | 2026 | Wikipedia Pageviews (Wikimedia) | medium | Open |
| English-Wikipedia pageviews for 'Gambia' (30-day total) | 5,143views | 2026 | Wikipedia Pageviews (Wikimedia) | medium | Open |
| Trade (% of GDP) | 42.17% | 2024 | World Bank WDI | high | Open |
| Industry value-added (% of GDP) | 15.33% | 2024 | World Bank WDI | high | Open |