Sub-Saharan Africa · SWZ
Eswatini
Location
Priority breakdown
0 = lowest · 100 = highest
Composite = mean of available dimensions, 5th-95th percentile clipped, direction-adjusted. Instability (unemployment, violence) raises score with value. Access (internet, devices, electricity, AI) raises score with absence.
Trajectory
2015–2026 · replay
How the scores moved.
Scores recomputed historically by replaying each year's indicator values through the current normalizer. Useful for direction, less so for absolute magnitude. World Bank series lag 1-2 years.
Latest signals
2026-08-03 09:07 UTC · run 2026-08-03T09
What the signals agent found, in the last ~60 days.
Live web search via Grok, scoped to this country. Structural indicators above lag by 1-2 years; this section is what changed recently.
Signals
**No major new developments in the last 60 days (roughly June 3–August 3, 2026) significantly shift Eswatini’s youth instability baseline (youth unemployment 15-24 male national: 50.9% in 2025; instability fuse score 79.4/100).** High youth unemployment remains a core structural issue, with recent reports showing broadly consistent (or slightly varied) high rates depending on the source and methodology. No reported protests, security incidents, coups, militia activity, economic shocks, or currency crises affecting young men (18-35) in the period. No internet/mobile shutdowns or major infrastructure changes noted.[[1]](https://www.hrw.org/world-report/2026/country-chapters/eswatini)[[2]](https://bti-project.org/en/reports/country-report/SWZ) **1. Government/ILO/World Bank data on youth or male unemployment** - The **Eswatini Labour Force Survey 2025** (published/released around June 23, 2026) reports a modest improvement: overall youth (15-24) unemployment fell slightly to 26.8% in 2025 from 27.1% in 2023. Broader unemployment context remains elevated. Note: This national survey figure is lower than World Bank-modeled ILO estimates (typically 50%+ range in recent years).[[3]](https://www.ilo.org/resource/article/labour-force-survey-2025-shows-modest-improvement-eswatinis-labour-market) - **State of the Youth Report 2026** (launched ~June 25, 2026, by Eswatini National Youth Council with UNFPA involvement): Youth unemployment at 48.7%, with 34.8% of unemployed youth not in education, employment, or training (NEET). This aligns closely with the baseline range.[[4]](https://www.facebook.com/EswatiniObserver/posts/youth-unemployment-in-eswatini-now-at-487the-state-of-the-youth-report-2026-has-/1482271917253326/)[[5]](https://www.facebook.com/EswatiniObserver/posts/more-than-half-of-eswatinis-young-people-are-unemployed-the-newly-launched-state/1482959303851254/) - Earlier 2025 World Bank project reference (May 2025): Youth unemployment ~49% overall (women 52.4%, men 45%); over 53% NEET in some metrics. World Bank modeled data pages and aggregates (e.g., Macrotrends/FRED) show 2025 youth unemployment (15-24) around 54.3%. No new 2026 modeled releases identified in the period.[[6]](https://www.worldbank.org/en/news/press-release/2025/05/12/new-world-bank-project-supports-job-creation-for-afe-eswatinis-youth)[[7]](https://www.macrotrends.net/global-metrics/countries/swz/eswatini/youth-unemployment-rate) Male-specific 15-24 updates matching the exact baseline metric were not found in recent releases. **2. Political, security, or economic events affecting young men (18-35)** No significant events reported in June–August 2026. References in 2026 reports (e.g., HRW World Report 2026, BTI 2026) focus on ongoing civic space restrictions, impunity from the 2021 pro-democracy protests/crackdown, and emigration of youth/activists to South Africa amid economic pressures. No new protests, coups, militia recruitment, or shocks noted. Economy grew ~4% in 2025 with similar projection for 2026, but fiscal deficits and SACU revenue issues persist without acute crises.[[1]](https://www.hrw.org/world-report/2026/country-chapters/eswatini)[[2]](https://bti-project.org/en/reports/country-report/SWZ)[[8]](https://www.worldbank.org/ext/en/country/eswatini) **3. NGO or academic reports on Eswatini’s youth situation (2025/2026)** - **State of the Youth Report 2026** (launched June 2026): Primary recent publication detailing employment, education, and NEET challenges; calls for skills development. Youth comprise ~35% of population.[[9]](https://eswatini.unfpa.org/en/publications)[[10]](https://enyc.org.sz/) - Afrobarometer Dispatch AD1064 (October 2025): >50% youth unemployment/self-reported joblessness; high emigration intent.[[11]](https://www.afrobarometer.org/publication/ad1064-eswatini-youth-intent-on-employment-cast-eyes-abroad-for-better-prospects/) - Mastercard Foundation Africa Youth Employment Outlook 2026 (February 2026) includes Eswatini but provides no granular new post-May 2026 updates in available summaries.[[12]](https://mastercardfdn.org/en/our-research/africa-youth-employment-outlook-2026/) **4. Internet/mobile infrastructure changes** No shutdowns, blocks, or major coverage shifts reported for Eswatini in 2026. Older references (2021) exist but are irrelevant to the period. Minor positive notes on enterprise connectivity upgrades (e.g., May 2026 mentions of up to 1000 Mbps), but nothing systemic affecting youth access or instability.[[13]](https://www.facebook.com/sdnapp/posts/eswatini-mobiles-enterprise-connectivity-speeding-up-to-1000mbps-receives-intern/1537213928406511/) **Overall assessment**: The picture remains stable at high instability risk driven by persistent youth unemployment. The June 2026 State of the Youth Report and LFS provide updated national figures (48.7% or 26.8%, varying by source) without dramatic change from baseline. No acute triggers identified. Sources: World Bank, ILO via national reports, Eswatini National Youth Council/UNFPA, HRW, BTI Project.
Source discovery
**Here are relevant non-inference Eswatini-specific or Sub-Saharan Africa regional data sources** (beyond the ones already used) identified via searches. Details focus on public accessibility for youth/labor, economic, instability, or related indicators. Many national sources emphasize PDF/report downloads rather than structured data.[[1]](https://www.gov.sz/index.php/component/content/article/687-central-statistics-office?catid=78%3Aeconomic-)[[2]](https://www.centralbank.org.sz/) - **Central Statistical Office (CSO), Ministry of Economic Planning and Development (Eswatini)**: https://www.gov.sz/index.php/component/content/article/687-central-statistics-office (or related gov.sz portals); No API; Update frequency: Periodic (e.g., annual vital statistics, labor force surveys, censuses—reports/PDFs); Auth: None (public downloads of publications and microdata via registration on some archives like GHDx). Useful for unemployment/labor force data via surveys.[[3]](https://ghdx.healthdata.org/organizations/central-statistical-office-swaziland) - **Central Bank of Eswatini (CBE)**: https://www.centralbank.org.sz/ (Research & Statistics section); No dedicated public API (currency rates via external links); Update frequency: Monthly/quarterly statistical releases and economic indicators (PDF downloads); Auth: None. Covers macro indicators, inflation, and some employment-related context.[[2]](https://www.centralbank.org.sz/) - **African Development Bank (AfDB) Statistical Data Portal / Africa Information Highway**: https://dataportal.opendataforafrica.org/ (includes AFDB Socio-Economic Database and Economic Outlook Database with Eswatini breakdowns); Partial API (API Explorer and documentation available; supports queries); Update frequency: Annual or as updated (1960–present indicators on socio-economics, infrastructure, gender, agriculture); Auth: None (open data portal). Strong for country-level breakdowns on youth-relevant economic indicators.[[4]](https://dataportal.opendataforafrica.org/nbyenxf/afdb-socio-economic-database-1960-2020) - **Humanitarian Data Exchange (HDX) – Eswatini datasets**: https://data.humdata.org/ (search/filter for Eswatini/SWZ); Yes (public API for datasets and metadata); Update frequency: Varies by contributor (often event- or annual-driven for crisis/poverty data); Auth: None (free registration for some advanced features). Includes poverty, food security, and humanitarian indicators from NGOs/government.[[5]](https://data.humdata.org/m/dataset/?q=Peru+Baseline+Data&groups=swz&page=5&force_layout=light) - **World Food Programme (WFP) Eswatini country data/reports**: https://www.wfp.org/countries/eswatini; No dedicated API (reports/downloads); Update frequency: Periodic (e.g., briefs on food insecurity, nutrition, vulnerability); Auth: None. Useful for poverty/food security tracking relevant to youth instability.[[6]](https://www.wfp.org/countries/eswatini) - **Global Voices RSS feeds (Eswatini/Swaziland section)**: https://globalvoices.org/feeds/ (country/region-specific); RSS (yes, machine-readable feeds); Update frequency: As published (news/analysis); Auth: None. Reliable for contextual/local coverage.[[7]](https://globalvoices.org/feeds/) - **EIN Presswire – Swaziland/Eswatini Newswire**: https://world.einnews.com/country/swaziland; RSS available via service; Update frequency: As released (press/newswire); Auth: None (basic access). Aggregates local/regional news.[[8]](https://world.einnews.com/country/swaziland) National sources like the CSO and CBE primarily offer downloadable reports/PDFs or tables rather than structured APIs or bulk machine-readable exports. Regional options (AfDB, HDX) provide better structured access with Eswatini disaggregation. No prominent paid APIs or dedicated NGO crisis APIs specific to Eswatini were identified beyond open portals like HDX. Check ODIN profiles or direct contact for latest microdata access.
Full run history: /sources
Trends · 2014–2026
Each dimension, over time.
Male youth unemployment
%Intentional homicides
per 100kInternet access
%Mobile subscriptions
per 100Phone ownership
%Electricity access
%AI usage
%Population
peopleWorking-age share
%Provenance
Where the numbers come from.
Every dimension in the priority score has a public, citable source. Window 2014–2026. Signed-input pipeline lands with v2.
| Dimension | Indicator | Source | Latest data | Direction |
|---|---|---|---|---|
Unemployment (15-24, male) | Male youth unemployment, 15-24 (% male labor force) SL.UEM.1524.MA.ZS | World Bank · ILOSTAT modeled estimates | 2025 | ↑ priority |
Unemployment (15+, male) | Male unemployment, 15+ (% male labor force) SL.UEM.TOTL.MA.ZS | World Bank · ILOSTAT modeled estimates | 2025 | ↑ priority |
Violence | Intentional homicides (per 100,000 people) VC.IHR.PSRC.P5 | UNODC · via World Bank | 2023 | ↑ priority |
Internet access | Individuals using the Internet (% of population) IT.NET.USER.ZS | ITU · via World Bank | 2024 | ↓ priority |
Mobile subscriptions | Mobile cellular subscriptions (per 100 people) IT.CEL.SETS.P2 | ITU · via World Bank | 2024 | ↓ priority |
Electricity access | Access to electricity (% of population) EG.ELC.ACCS.ZS | IEA / World Bank Tracking SDG7 | 2024 | ↓ priority |
AI usage Estimate · proxy | AI tool usage (surveyed) | DataReportal / GWI (survey) % of internet users who used any AI tool in the past month (DataReportal / GWI), converted to % of population using internet penetration. | 2025 | ↓ priority |
Population (context) | Population, total SP.POP.TOTL | UN Population Division · via World Bank | 2025 | context |
Working-age share (context) | Population ages 15-64 (% of total) SP.POP.1564.TO.ZS | UN Population Division · via World Bank | 2025 | context |
Phone ownership | Individuals owning a mobile phone (% of population) | ITU (via Our World in Data) | 2024 | ↓ priority |
Freedom (intervention axis) | Freedom in the World — total score 0-100 (higher = more free) | Freedom House (via Our World in Data) | 2025 | ↓ priority |
- Unemployment (15-24, male)↑ priority
Male youth unemployment, 15-24 (% male labor force)
SL.UEM.1524.MA.ZS
World Bank · ILOSTAT modeled estimates
Latest data · 2025
- Unemployment (15+, male)↑ priority
Male unemployment, 15+ (% male labor force)
SL.UEM.TOTL.MA.ZS
World Bank · ILOSTAT modeled estimates
Latest data · 2025
- Violence↑ priority
Intentional homicides (per 100,000 people)
VC.IHR.PSRC.P5
Latest data · 2023
- Internet access↓ priority
Individuals using the Internet (% of population)
IT.NET.USER.ZS
Latest data · 2024
- Mobile subscriptions↓ priority
Mobile cellular subscriptions (per 100 people)
IT.CEL.SETS.P2
Latest data · 2024
- Electricity access↓ priority
Access to electricity (% of population)
EG.ELC.ACCS.ZS
IEA / World Bank Tracking SDG7
Latest data · 2024
- AI usage↓ priority
AI tool usage (surveyed)
Latest data · 2025
% of internet users who used any AI tool in the past month (DataReportal / GWI), converted to % of population using internet penetration.
- Population (context)context
Population, total
SP.POP.TOTL
UN Population Division · via World Bank
Latest data · 2025
- Working-age share (context)context
Population ages 15-64 (% of total)
SP.POP.1564.TO.ZS
UN Population Division · via World Bank
Latest data · 2025
- Phone ownership↓ priority
Individuals owning a mobile phone (% of population)
Latest data · 2024
- Freedom (intervention axis)↓ priority
Freedom in the World — total score 0-100 (higher = more free)
Freedom House (via Our World in Data)
Latest data · 2025