What the agent pulled, and when.

**No new official government, ILO, or World Bank releases on Libya’s youth (15-24) or male youth unemployment were identified in the last 60 days (roughly late April–late June 2026).** Latest modeled ILO/World Bank estimates remain in the ~50% range for total youth unemployment (15-24) in 2025 (e.g., 50.06% or 50.057% cited across FRED, Macrotrends, and World Bank data portals; one 2024 figure at 49.52%).[[1]](https://fred.stlouisfed.org/series/SLUEM1524ZSLBY)[[2]](https://www.macrotrends.net/global-metrics/countries/lby/libya/youth-unemployment-rate)[[3]](https://tradingeconomics.com/libya/unemployment-youth-total-percent-of-total-labor-force-ages-15-24-modeled-ilo-estimate-wb-data.html) The provided baseline of 41.9% for males (national, 2025) aligns with available disaggregated indicators but shows no updates. An October 2025 report noted ~51% youth unemployment (~1.1 million people) as context for a Ministry of Economy and Trade scheme, but nothing newer.[[4]](https://maghrebi.org/2025/10/01/libya-launches-new-plan-to-tackle-widespread-youth-unemployment/)

**Key events affecting young men (18-35) in the period center on localized armed clashes and youth-involved protests tied to economic grievances and migration:**

- **May 8, 2026, Zawiya clashes**: Armed fighting erupted between GNU-affiliated security forces (e.g., Security Threats Combat Apparatus) and local armed groups near Libya’s largest oil refinery. Heavy weapons and indiscriminate fire were used in residential areas; at least three civilians killed and multiple injuries reported (including a refinery security officer). The refinery shut down temporarily (resumed ~May 10) with an emergency declared. UNSMIL condemned the violence and warned of risks to civilians, infrastructure, and wider destabilization. Earlier clashes occurred around May 1. These incidents involve militia/security actors often drawn from young men and highlight ongoing fragmentation.[[5]](https://www.securitycouncilreport.org/monthly-forecast/2026-06/libya-68.php)[[6]](https://unsmil.unmissions.org/en/press-releases/unsmil-statement-on-the-escalation-of-violence-in-zawiya)[[7]](https://www.reuters.com/business/energy/emergency-declared-libyas-zawiya-refinery-amid-clashes-near-facility-two-2026-05-08/)

- **“No to settlement” protests (ongoing since ~April 2026, escalating in June)**: Weekly demonstrations in Tripoli’s Janzour neighborhood (near UN offices) under slogans like “No to settlement,” “No to demographic change,” and “Libya for Libyans.” Protesters blame migrants (“infiltrators”) for economic woes, demand UNHCR expulsion, and oppose EU migration deals. The June 4 protest involved sand piles at gates and breaching the UNSMIL compound exterior; security forces did not intervene. The GNU Interior Minister met activists on June 8 and voiced support. These reflect youth demographic and economic anxieties.[[8]](https://www.amnestyusa.org/press-releases/libya-eu-rival-authorities-intensify-xenophobic-and-racist-crackdown-on-refugees-and-migrants-in-libya-as-eu-seeks-to-deepen-ties/)[[9]](https://libyaobserver.ly/news/libyas-anti-settlement-protests-demographic-fears-and-migration-panic)[[8]](https://www.amnestyusa.org/press-releases/libya-eu-rival-authorities-intensify-xenophobic-and-racist-crackdown-on-refugees-and-migrants-in-libya-as-eu-seeks-to-deepen-ties/)

Positive counterpoint: On April 29, 2026, the UN in Libya launched its first Youth Advisory Team (YAT)—12 young women and men (western, eastern, southern regions) for a April 2026–March 2027 cycle—to provide youth input on UN analysis, advocacy, and programming.[[10]](https://unsmil.unmissions.org/en/press-releases-unsmil)[[11]](https://libya.un.org/en)

**NGO/academic reports**: No major new standalone 2025/2026 youth-specific reports surfaced in the search window. Relevant ongoing or recent items include the BTI 2026 Libya Country Report (broader governance/CSO context), UNDP’s “Resilient Youth for Brighter Libya” initiatives (2025 cohort of ambassadors and programs), and references to an earlier UNSMIL youth report (July 2025). A Libyan National Economic and Social Development Board national youth survey (focused on ages 15-34, ~38% of population) dates to earlier work (finalized ~2023).[[12]](https://bti-project.org/en/reports/country-report/LBY)[[13]](https://www.undp.org/sites/g/files/zskgke326/files/2025-08/undp-ly-youth-catalogue-2025.pdf)

**Internet/mobile infrastructure**: No shutdowns or major coverage disruptions reported in the last 60 days (or specifically flagged for Libya in Q1 2026 summaries). High penetration persists: ~14.9 million mobile connections (~199% of population, end-2025 data) and ~88.5% internet usage (~6.62 million users). 4G coverage is strong in many areas; 5G remains minimal (<1%). Ongoing modernization includes phased shutdown of outdated exchanges (first phase decommissioning ~70 by Hatif Libya/LPTIC, targeting completion by 2026) alongside fiber/mobile expansion and 4G/5G rollout.[[14]](https://datareportal.com/reports/digital-2026-libya)[[15]](https://pulse.internetsociety.org/en/reports/ly/)

**Overall assessment**: These developments (localized violence with economic ripple effects via the oil facility and recurring youth-driven protests over jobs/migration) reinforce the baseline of extreme instability (fuse score 100/100) without a dramatic shift. Economic pressures on young men remain acute amid militia activity and protests; positive youth engagement via the UN YAT is a minor counter-signal. No indicators suggest unemployment relief or infrastructure blackouts that would alter the picture. Sources are primarily UN, Reuters, Amnesty, and data portals from the period.

**Libya-specific or relevant MENA/AP data sources (non-inference, focusing on unemployment/labor, youth employment, economic indicators, crisis/poverty tracking, and news).** These supplement the already-used sources (World Bank, ACLED, etc.). Details on API/auth/update frequency are based on site descriptions and typical access patterns where explicit info is limited; many government portals emphasize downloads (CSV/Excel/PDF) over programmatic APIs.[[1]](https://opendata.gia.gov.ly/english/index.html)[[2]](https://cbl.gov.ly/en/economic_indicators/)

- **Bureau of Statistics and Census (BSC Libya, مصلحة الإحصاء والتعداد)**: https://bsc.ly/ — National stats office; labor/unemployment and population data via reports or linked portals. No public API evident (reports/downloads only). Update frequency: irregular (census/survey-based, e.g., population stats). Auth: none (public site).[[3]](https://globaledge.msu.edu/global-resources/resource/16676)[[4]](https://bsc.ly/)

- **Libya Open Data Portal (GIA)**: https://opendata.gia.gov.ly/english/index.html — Government open data portal with CSV/JSON/API formats from institutions; covers economic/labor topics. API: yes (explicitly listed alongside CSV/JSON). Update frequency: varies by dataset (government releases). Auth: none (public, for academic/commercial use).[[1]](https://opendata.gia.gov.ly/english/index.html)

- **Central Bank of Libya (CBL) Economic Indicators**: https://cbl.gov.ly/en/economic_indicators/ — Official CPI, banking/financial indicators, revenue/expenditures, foreign trade (relevant to youth employment/economic context). API: no (PDF/data table downloads). Update frequency: quarterly or as released (e.g., H1/Q1/Q2/Q3 reports). Auth: none.[[2]](https://cbl.gov.ly/en/economic_indicators/)

- **African Development Bank (AfDB) Data Portals (incl. Libya Data Portal and Open Data for Africa)**: https://libya.opendataforafrica.org/ and https://dataportal.opendataforafrica.org/ — Country breakdowns for Libya (economic, social, infrastructure indicators); supports MENA/Africa focus. API: partial/no (primarily search/visualize/download tools; some bulk access). Update frequency: periodic (Bank statistical releases). Auth: none (free public access).[[5]](https://dataportal.opendataforafrica.org/ydixvvd)[[6]](https://www.re3data.org/repository/r3d100011929)

- **UN ESCWA Arab Development Portal**: https://data.unescwa.org/ — Regional database with Libya country pages, SDG tracking (incl. decent work/economic growth, poverty, labor indicators), data catalog, and multi-country MENA breakdowns (covers Afghanistan/Pakistan-adjacent themes via broader Arab data). API: no (visualization, search, download tools; data catalog). Update frequency: ongoing (sources include UN/member states, with recent indicators like 2024–2026). Auth: none (free public hub).[[7]](https://data.unescwa.org/)[[7]](https://data.unescwa.org/)

- **Libya News RSS Feeds (aggregated reliable sources)**: e.g., via Feedspot lists (Libya Al Salam, Libya Al-Ahrar, Libya Herald, UNSMIL, etc.) or direct sites like https://rss.feedspot.com/libya_news_rss_feeds/. API: no (standard RSS). Update frequency: daily/high (news-driven). Auth: none.[[8]](https://rss.feedspot.com/libya_news_rss_feeds/)

No strong public data APIs were identified from specific NGOs/think tanks for Libya-focused youth instability/poverty/crisis monitoring beyond broader sources like those already in use. Regional portals (AfDB, ESCWA) are the strongest for structured country breakdowns. Verify current access/details directly, as government sites in conflict-affected areas can change.

**No major new data releases or developments in the last ~60 days (late April–late June 2026) significantly alter the baseline youth unemployment figure (~42.3% for males aged 15-24 nationally in 2025) or the already-maxed instability fuse score.**[[1]](https://fred.stlouisfed.org/series/SLUEM1524ZSVCT)[[2]](https://www.macrotrends.net/global-metrics/countries/vct/st-vincent-and-the-grenadines/youth-unemployment-rate)

### 1. Youth/Male Unemployment Data (Government, ILO, World Bank)
Latest available modeled ILO/World Bank estimates (via FRED, Macrotrends, Statista, and Trading Economics) show:
- Total youth unemployment (15-24): 41.95% in 2025 (up slightly from 41.85% in 2024).[[1]](https://fred.stlouisfed.org/series/SLUEM1524ZSVCT)[[2]](https://www.macrotrends.net/global-metrics/countries/vct/st-vincent-and-the-grenadines/youth-unemployment-rate)
- Male youth unemployment (15-24): 41.44% modeled estimate for 2024 (no newer male-specific figure released).[[3]](https://tradingeconomics.com/st-vincent-and-the-grenadines/unemployment-youth-male-percent-of-male-labor-force-ages-15-24-wb-data.html)

These align closely with the 42.3% baseline and predate the last 60 days (updated as of early 2026). No new national government labor force survey, ILO country-specific release, or World Bank update for St. Vincent and the Grenadines (VCT/SVG) appears in recent sources.[[4]](https://data.worldbank.org/indicator/SL.UEM.1524.NE.ZS?locations=VC)

A Caribbean Development Bank (CDB) *Labour Market Differentials in the Caribbean* study (published/released 2025) notes persistently high regional youth unemployment (often double national averages), greater vulnerability to shocks, slower recovery, and skills/demand-side mismatches. It references SVG in passing on related labor issues but provides no new SVG-specific youth numbers.[[5]](https://www.caribank.org/sites/default/files/publication-resources/Labour%20Market%20Study%20Final%202025.pdf)[[5]](https://www.caribank.org/sites/default/files/publication-resources/Labour%20Market%20Study%20Final%202025.pdf)

The IMF’s end-of-mission statement (April 28, 2026, Article IV consultation) highlights economic resilience amid shocks but notes ongoing vulnerabilities, without youth-specific data.[[6]](https://www.imf.org/en/news/articles/2026/04/28/pr26130-saint-vincent-and-the-grenadines-imf-staff-completes-2026-article-iv-mission)

### 2. Political/Security/Economic Events Affecting Young Men (18-35)
The primary recent development was an April 2026 constitutional controversy and associated protests:
- The new government (Prime Minister Godwin Friday, New Democratic Party) proposed bills to amend the 1979 constitution’s rules on foreign allegiance/citizenship for MPs (aimed at clarifying eligibility for dual Canadian-Vincentian citizens, including Friday and another MP). Opposition petitions challenging their eligibility were pending in the Eastern Caribbean Supreme Court (hearings scheduled for July 2026).[[7]](https://www.theguardian.com/world/2026/apr/23/st-vincent-and-grenadines-government-constitutional-amendment-bills-godwin-friday)
- Backlash included online outrage, demonstrations near parliament (placards e.g., “constitutional change without the voice of the people”), and former PM Ralph Gonsalves publicly threatening mass protests and “ruination,” explicitly calling on “the young men on the block” to mobilize in defense of the constitution/rule of law.[[8]](https://www.facebook.com/WPG10News/videos/st-vincent-ralph-gonsalves-threatens-protests-and-ruination-over-proposed-amendm/26429594260055500/)
- On April 23, 2026, the government paused the bills to allow further public debate.[[7]](https://www.theguardian.com/world/2026/apr/23/st-vincent-and-grenadines-government-constitutional-amendment-bills-godwin-friday)[[7]](https://www.theguardian.com/world/2026/apr/23/st-vincent-and-grenadines-government-constitutional-amendment-bills-godwin-friday)

This episode involved direct appeals to young men and street protests but remained contained (no escalation to violence, coups, militias, or broader economic shocks). A UN/development partners roundtable occurred in June 2026. No currency crises, militia activity, or other major security incidents reported.[[9]](https://www.instagram.com/reel/DZYBkrFFsNH/)

### 3. NGO/Academic Reports on Youth (2025)
The CDB 2025 labour market study is the most relevant recent regional report, emphasizing youth disadvantages across client countries (including SVG context) and the need for targeted interventions.[[5]](https://www.caribank.org/sites/default/files/publication-resources/Labour%20Market%20Study%20Final%202025.pdf)[[5]](https://www.caribank.org/sites/default/files/publication-resources/Labour%20Market%20Study%20Final%202025.pdf) No prominent new SVG-specific NGO or academic reports from 2025–2026 were identified in searches. Older or unrelated items (e.g., 2022 UNICEF mention, climate NDC references to youth engagement) do not qualify as new.

### 4. Internet/Mobile Infrastructure
No shutdowns, major rollouts, or coverage changes reported in the last 60 days. 
- 4G LTE remains dominant (Flow and Digicel); 5G largely absent. Rural/Grenadines coverage is patchy.[[10]](https://thingstodoinsaintvincentandthegrenadines.com/connectivity/)
- Modest growth in mobile connections (+1.5% into end-2025 per Digital 2026 report).[[11]](https://datareportal.com/reports/digital-2026-saint-vincent-and-the-grenadines)

**Summary assessment**: The April 2026 political protests represent the only notable youth-relevant event, with explicit outreach to young men, but it de-escalated without broader instability. Unemployment data remains consistent with the baseline. No factors appear to meaningfully shift the high instability picture.

**Statistical Office, Government of Saint Vincent and the Grenadines** (https://stats.gov.vc/): National statistics bureau site with labour force survey (LFS) results, unemployment, employment by sector, and related indicators (e.g., 2017/2022 LFS reports). No public API (data via web pages, subject sections like Labour and Time Use, and PDF/Excel downloads). Update frequency: Irregular (survey-based, e.g., LFS reports; some indicators updated annually or as released). Auth: None (public downloads).[[1]](https://stats.gov.vc/)

**Eastern Caribbean Central Bank (ECCB)** (https://www.eccb-centralbank.org/statistics): Regional central bank providing SVG-specific economic/financial indicators (e.g., CPI, national accounts, monetary surveys, fiscal data, balance of payments). No public API (interactive tables, country breakdowns for SVG, PDF reports). Update frequency: Quarterly/annual (e.g., economic reviews, CPI updates). Auth: None (public access).[[2]](https://www.eccb-centralbank.org/statistics)

**ECLAC CEPALSTAT** (https://statistics.cepal.org/): Regional LAC database (ECLAC) with SVG country breakdowns for economic, social, labour, and SDG-related indicators. Partial API/open data access (mentions of Open Data/API for bulk extraction alongside downloads). Update frequency: Varies by indicator/dataset (ongoing updates from national sources). Auth: None for open data/API.[[3]](https://statistics.cepal.org/portal/cepalstat/index.html?lang=en)

**CARICOM Statistics** (https://statistics.caricom.org/): Regional Caribbean statistical portal with SVG-specific datasets (e.g., census, population, education). No public API (official datasets for view/download). Update frequency: Periodic (census rounds, thematic datasets). Auth: None (public downloads).[[4]](https://statistics.caricom.org/)

**OECS Data Dissemination Portal / iTech Mission platform** (https://oecs.itechmission.org/ or related OECS portals): OECS regional platform with comparable country-level data for SVG (economic, social, labour indicators). No public API (web-based data portal with downloads/visualizations). Update frequency: Varies (regional compilations). Auth: None (public access).[[5]](https://oecs.int/en/statistics-in-the-eastern-caribbean)

**St. Vincent Times RSS feed** (https://www.stvincenttimes.com/feed): Local SVG news source with reliable coverage of national/economic/youth-related stories. RSS feed available (no dedicated data API). Update frequency: Daily. Auth: None (public RSS).[[6]](https://rss.feedspot.com/caribbean_news_rss_feeds/)

**World News API – Saint Vincent and the Grenadines sources** (https://worldnewsapi.com/docs/news-sources/saint-vincent-and-the-grenadines-news-api/): Aggregated news API covering SVG local/regional outlets. API: Yes. Update frequency: Real-time/live. Auth: Likely free tier or paid (standard news API model; check site for details).[[7]](https://worldnewsapi.com/docs/news-sources/saint-vincent-and-the-grenadines-news-api/)

No prominent public APIs were identified from NGOs/think tanks specifically focused on SVG crisis/poverty/youth monitoring beyond the above regional/national sources. Existing pulls (e.g., World Bank) already cover modeled ILO unemployment estimates.

**Recent developments (approx. late April–June 29, 2026) in South Africa relevant to youth instability show persistently high youth unemployment with a new official update, alongside rising anti-immigrant protests tied to job competition that involve or target youth mobilization. No major shifts in internet/mobile access or new ILO/World Bank releases were identified in the period.**[[1]](https://www.statssa.gov.za/?p=19526)[[1]](https://www.statssa.gov.za/?p=19526)

### 1. Government/Stats SA Data on Youth Unemployment (No New ILO/World Bank Releases Noted)
- **Stats SA Quarterly Labour Force Survey (QLFS) Q1 2026** (released ~May 12–13, 2026): Unemployment rate for ages 15–24 reached **60.9%** (up from 57% in Q4 2025). For ages 15–34 overall, it was ~45.8%. National unemployment was 32.7% (up from 31.4% prior quarter). About 4.7 million young people (15–34) were unemployed, with 5.6 million employed and 10.6 million outside the labour force.[[1]](https://www.statssa.gov.za/?p=19526)[[1]](https://www.statssa.gov.za/?p=19526)[[2]](https://tradingeconomics.com/south-africa/youth-unemployment-rate)
- NEET rate (not in employment, education, or training) for young men aged 15–24 fell slightly to **36.0%** in Q1 2026 (from 36.7% in Q1 2025). Female NEET rates were higher.[[1]](https://www.statssa.gov.za/?p=19526)
- This updates the baseline (56.5% for 15–24 males in 2025) with a higher overall 15–24 rate of 60.9% in early 2026. No male-specific 15–24 unemployment rate was detailed in summaries, but youth (especially younger cohorts) remain disproportionately affected.[[3]](https://www.gov.za/news/media-statements/employment-and-labour-stats-sa-q1-2026-quarterly-labour-force-survey-13-may)

No fresh ILO or World Bank modeled estimates or reports specific to male/youth unemployment in South Africa were released in the last 60 days (existing World Bank data references older ILO estimates).[[4]](https://data.worldbank.org/indicator/SL.UEM.1524.ZS?locations=ZA)

### 2. Political/Security/Economic Events Affecting Young Men (18–35)
- **Anti-immigrant protests (“March and March” movement and related actions)**: Ongoing protests from at least April 2026, intensifying in May–June, with a deadline of **June 30, 2026**, for undocumented migrants to leave South Africa. Protesters cite competition for jobs, services, and schools; rhetoric often references impacts on South African youth. Protests described as mostly peaceful but with risks of violence; police monitoring in areas like Gauteng. Youth Day (June 16) saw some related marches.[[5]](https://www.bbc.com/news/articles/cg740l2jpr0o)[[6]](https://www.aljazeera.com/news/2026/6/16/post-apartheid-south-africa-50-years-after-soweto-riots-what-has-changed)[[7]](https://www.reuters.com/world/africa/what-is-behind-south-africas-anti-immigrant-protests-2026-06-26/)
- **Mayibuye Youth Movement**: Planning a march for **June 30, 2026**, focusing on job opportunities and youth issues, aligning with broader activism during Youth Month (June, commemorating 1976 Soweto uprising with 2026 theme on economic inclusion and barriers).[[8]](https://www.youtube.com/watch?v=28CvzdRyRtA)[[8]](https://www.youtube.com/watch?v=28CvzdRyRtA)
- No reports of coup attempts, militia recruitment, or major currency/economic shocks in the period. Xenophobic tensions and protests around job scarcity directly intersect with young men’s economic frustrations, potentially sustaining or elevating instability amid the baseline fuse score of 100/100.[[7]](https://www.reuters.com/world/africa/what-is-behind-south-africas-anti-immigrant-protests-2026-06-26/)

### 3. NGO/Academic Reports on Youth Situation (Published 2025)
- No major new NGO or academic reports specifically published or released in the last 60 days. Relevant recent context includes:
  - Afrobarometer Dispatch (Oct 31, 2025): Youth (18–35) view government as failing on job creation; unemployment for 15–34 rose from 36.8% (2014) to 45.5% (2024), with high NEET rates.[[9]](https://www.afrobarometer.org/wp-content/uploads/2025/10/AD1068-South-Africa-youth-see-government-as-failing-on-job-creation-Afrobarometer-31oct25.pdf)
  - Mastercard Foundation *Africa Youth Employment Outlook 2026* (Feb 2026): Notes South Africa-specific initiatives (e.g., addressing unpaid care); broader African youth employment at ~57% in 2025.[[10]](https://mastercardfdn.org/en/our-research/africa-youth-employment-outlook-2026/)
  - Stats SA “Youth in the Labour Market: A Decade in Review” (May 2025 data release): Highlighted rising youth unemployment over 10 years (e.g., 15–24 rate to 62.4% in Q1 2025).[[11]](https://www.statssa.gov.za/?p=18398)

### 4. Internet/Mobile Infrastructure Changes
- No shutdowns or coverage reductions reported for South Africa. The ICASA *State of the ICT Sector Report* (data to March 2026, referencing 2025): Population coverage at **99.5% for 4G/LTE** and **58.0% for 5G**; fixed and mobile broadband speeds improving (e.g., fixed download from prior levels to higher Mbps in 2026). Some ranking declines but overall expansion/rollout noted.[[12]](https://www.icasa.org.za/uploads/files/The-State-of-the-ICT-Sector-Report-of-South-Africa-31-March-2026.pdf)
- Broader African trends show increased shutdowns elsewhere in 2025, but nothing specific to South Africa.[[13]](https://adf-magazine.com/2026/05/internet-shutdowns-spread-in-africa/)

**Instability picture assessment**: The new Stats SA data indicates a modest worsening in the 15–24 unemployment rate (to 60.9%), reinforcing the already maximal baseline fuse score. Protests tied to immigration and jobs, with youth group involvement ahead of the June 30 deadline, represent a notable near-term risk factor for heightened tensions or unrest involving young men. No mitigating positive developments (e.g., major new programs or access improvements) were identified that would meaningfully shift the outlook. Sources primarily from Stats SA, Reuters, BBC, and related coverage.

**South Africa-specific non-inference data sources (focused on youth-relevant indicators like unemployment, labor, economic conditions):**

- **Statistics South Africa (Stats SA) – ISIbalo Data Portal / SuperWEB2 / QLFS publications**: https://www.statssa.gov.za/ and https://isibaloweb.statssa.gov.za/ (or SuperWEB2 at superweb.statssa.gov.za); no dedicated public REST API (interactive browser-based tools + direct downloads of tables/PDFs/Excel/CSV from reports); quarterly (QLFS for labor/unemployment, including youth breakdowns) and other frequencies; no auth required (public downloads).[[1]](https://www.statssa.gov.za/)[[2]](https://isibaloweb.statssa.gov.za/)

- **South African Reserve Bank (SARB) – Economic & Financial Statistics / Web API**: https://www.resbank.co.za/en/home/what-we-do/statistics (data releases and https://custom.resbank.co.za/SarbWebApi/); yes (public Web API for time series on employment, unemployment proxies, economic indicators); monthly/quarterly releases (e.g., selected statistics, Quarterly Bulletin); no auth required for public data (free access).[[3]](https://www.optinum.co.za/industry-intellect/sarb-web-api-connector)[[4]](https://www.resbank.co.za/en/home/what-we-do/statistics)

- **African Development Bank (AfDB) Statistical Data Portal (Africa Information Highway / Open Data for Africa)**: https://dataportal.opendataforafrica.org/ (South Africa country breakdowns available); partial (interactive exploration, visualization, and export to Excel/CSV/other formats; no confirmed public REST API); regular updates (varies by dataset, often annual or periodic for socio-economic/labor indicators); no auth required (open data platform).[[5]](https://www.re3data.org/repository/r3d100011929)[[6]](https://dataportal.opendataforafrica.org/)

These focus on direct, machine-readable or downloadable primary/official sources suitable for integration (beyond the already-used global ones like World Bank). News RSS feeds (e.g., from major SA outlets) and NGO/think-tank APIs (e.g., for crisis/poverty) were not identified as having robust public structured APIs with the specified details in available sources; Stats SA/SARB remain the core for labor/economic youth indicators.

**No major shifts from the baseline (youth unemployment ~76.1% for males 15-24 nationally in 2025 data; instability fuse score at 100/100) in the last ~60 days (late April–June 2026).** High youth unemployment and related labor market challenges persist without new government/ILO/World Bank releases altering the figures significantly.[[1]](https://fred.stlouisfed.org/series/SLUEM1524ZSDJI)[[2]](https://www.dawan.africa/news/djibouti-seeks-expanded-ilo-partnership-on-youth-employment)

**1. Unemployment data/releases:**  
Recent modeled ILO/World Bank estimates remain consistent with the baseline. FRED data shows youth unemployment (15-24 total) at 76.766% for 2025 (updated Feb 2026). Other sources cite ~76.3–76.5% for 2024.[[1]](https://fred.stlouisfed.org/series/SLUEM1524ZSDJI)[[3]](https://tradingeconomics.com/djibouti/unemployment-youth-total-percent-of-total-labor-force-ages-15-24-wb-data.html)[[4]](https://www.theglobaleconomy.com/Djibouti/youth_unemployment/)  

The World Bank’s *Djibouti Economic Monitor: Labor Market Structure and the School-to-Work Transition* (Spring 2026 edition, released May 7, 2026) draws on Djibouti’s first nationally representative Labor Force Survey. It confirms persistently high unemployment among young people and women, with nearly 46% of youth aged 16–24 classified as NEET (Not in Education, Employment, or Training). More than half of the working-age population is outside the labor force; informal employment is widespread. The economy showed resilience with 6.5% real GDP growth in 2025 (driven by logistics/trade services), low inflation, and a budget surplus, but external risks (maritime disruptions, energy prices) persist. No updated male-specific 15-24 national figure was released.[[5]](https://reliefweb.int/report/djibouti/djibouti-economy-monitor-labor-market-structure-and-school-work-transition-spring-2026)[[5]](https://reliefweb.int/report/djibouti/djibouti-economy-monitor-labor-market-structure-and-school-work-transition-spring-2026)  

On June 5, 2026, Djibouti sought an expanded ILO partnership on youth employment, referencing ~76.5% youth unemployment (2024 modeled data).[[2]](https://www.dawan.africa/news/djibouti-seeks-expanded-ilo-partnership-on-youth-employment)

**2. Political/security/economic events affecting young men (18-35):**  
The April 10, 2026, presidential election saw incumbent Ismaïl Omar Guelleh re-elected to a sixth term with ~97% of the vote (preliminary results ~97.8%; final confirmed ~97.01% on April 21). Turnout was reported around 80%. The election was largely uncontested (one minor challenger), with no reported protests, violence, or instability in the immediate aftermath or through June 2026.[[6]](https://en.wikipedia.org/wiki/2026_Djiboutian_presidential_election)[[7]](https://www.reuters.com/world/africa/djibouti-president-wins-election-with-978-vote-state-media-says-2026-04-11/)[[8]](https://www.france24.com/en/live-news/20260421-djibouti-president-re-election-confirmed-with-97-of-vote)  

No reports of coup attempts, militia recruitment drives, major economic shocks, or currency crises in the period. Broader analyses note ongoing challenges like high youth unemployment (~73% cited in some pre-election outlooks), poverty (~34%), and debt exposure, but these predate the last 60 days and align with the baseline.[[9]](https://africacenter.org/spotlight/en-elections-2026/djibouti/)

**3. NGO/academic reports on youth (published 2025):**  
- Mastercard Foundation *Africa Youth Employment Outlook 2026* (published Feb 10, 2026) includes Djibouti among countries analyzed for youth employment trends.[[10]](https://mastercardfdn.org/en/our-research/africa-youth-employment-outlook-2026/)  
- UNDP Djibouti Annual Report 2025 highlights youth-focused programs (e.g., internships for 66 young people including those with disabilities; 38% received job offers; skills training and inclusion efforts).[[11]](https://www.undp.org/sites/g/files/zskgke326/files/2026-04/undp_djibouti_annual_report2025.pdf)  
- BTI 2026 Country Report (covering through early 2025) discusses labor market and governance issues but notes no major recent changes. Other 2025 reports (e.g., US State Department Investment Climate Statement) reiterate youth unemployment estimates of 75–80%.[[12]](https://www.state.gov/wp-content/uploads/2025/09/638719_2025-Djibouti-Investment-Climate-Statement.pdf)

**4. Internet/mobile infrastructure:**  
No shutdowns, major rollouts, or coverage changes reported in the last 60 days. End-2025 data showed ~65% internet penetration (772k users) and ~52% mobile connections. An earlier cyberattack-related disruption (impacting Djibouti Telecom) occurred February–May 2026 but was not active in the recent period.[[13]](https://datareportal.com/reports/digital-2026-djibouti)

**Overall assessment:** Unemployment and labor market challenges remain entrenched at baseline levels, with confirmatory data from the May 2026 World Bank Monitor but no deterioration or improvement in headline figures. The peaceful (if uncontested) April 2026 election outcome and economic resilience do not indicate an escalation in instability risks for young men. No developments appear to warrant adjusting the maximum instability fuse score. Primary sources include World Bank/ReliefWeb releases and contemporaneous election reporting.

**INSTAD (Institut National de la Statistique de Djibouti) / National Institute of Statistics**  
- URL: https://instad.dj/ (or historical http://www.instad.dj); data often surfaced via aggregators like djibouti.opendataforafrica.org  
- API: No (or none publicly documented; site has shown limited/no content in recent checks)  
- Machine-readable downloads: Partial/unknown for unemployment/labor (INSTAD conducts labor force surveys; latest mentions of 2025 survey dissemination); primarily reports or limited tables  
- Update frequency: Irregular/survey-based (e.g., labor force surveys planned for 2025 dissemination)  
- Auth required: None (public site)  

**Banque Centrale de Djibouti (Central Bank of Djibouti)**  
- URL: https://banque-centrale.dj/  
- API: No  
- Downloads: Yes (PDF reports on macroeconomic indicators, monetary/financial sector, annual reports, forecasts; includes economic data relevant to employment/youth indicators indirectly)  
- Update frequency: Annual or as released (e.g., 2024/2025 reports)  
- Auth required: None (free PDF downloads)  

**African Development Bank (AfDB) Statistical Data Portal / Open Data for Africa**  
- URL: https://dataportal.opendataforafrica.org/ (Djibouti-specific dashboards and AFDB Socio-Economic Database)  
- API: Partial (portal supports data queries/downloads; SDMX or export formats available in broader AfDB systems)  
- Downloads: Yes (country breakdowns for economic, social, labor-related indicators across Africa)  
- Update frequency: Annual or periodic (1960–2024+ coverage)  
- Auth required: None (free registration sometimes for full access)  

**ESCWA / UN Economic and Social Commission for Western Asia – Arab Development Portal / Statistics Portal**  
- URL: https://data.unescwa.org/ or https://djibouti.unescwa.org/ (Djibouti dashboards and Arab Official Statistics)  
- API: Partial (data portal with query/export capabilities for regional Arab/MENA data with country breakdowns)  
- Downloads: Yes (SDG, economic, social, unemployment/poverty indicators with Djibouti specifics)  
- Update frequency: Periodic/annual updates  
- Auth required: None (free public access)  

**Global Voices Djibouti RSS feeds**  
- URL: https://globalvoices.org/-/world/sub-saharan-africa/djibouti/ (or main feeds page)  
- API: No (RSS feeds available)  
- Update frequency: As published (reliable regional coverage)  
- Auth required: None  

**Newsdata.io Djibouti News API**  
- URL: https://newsdata.io/ (Djibouti-specific news sources/endpoints)  
- API: Yes (REST API for headlines/updates from curated sources)  
- Update frequency: Real-time  
- Auth required: Free tier (API key; paid for higher limits)  

**Additional notes**: No dedicated public API or comprehensive machine-readable labor/unemployment downloads were identified directly from INSTAD or the Central Bank beyond PDF reports. Regional portals (AfDB, ESCWA) provide the strongest structured, downloadable country-level data for MENA/Arab region breakdowns. News sources are limited but RSS/API options exist for monitoring. All listed are distinct from the already-used sources (World Bank, ACLED, etc.). Data availability for Djibouti remains sparse overall, with many indicators relying on modeled or infrequent survey estimates.

**Davao Region (Mindanao) shows a relatively strong local labor market in recent PSA data, with overall unemployment well below the national youth baseline, though January 2026 saw some reversal and external risks (geopolitical/Middle East-related and a major June 2026 earthquake) could pose future pressures on youth employment.** No major protests, militia activity, mass layoffs, crackdowns, or internet/mobile disruptions specific to young men (18-35) in Davao metro were identified in the last ~60 days (late April–June 28, 2026).[[1]](https://www.sunstar.com.ph/davao/business/davaos-employment-rises-as-joblessness-eases)[[2]](https://mb.com.ph/2026/05/28/davao-region-logs-fewer-unemployed-persons-in-2025)

**1. Local labor market/unemployment data (Davao Region-specific, not national):**
- Full-year 2025 (latest annual figures, reported May–June 2026): Davao Region unemployment rate fell to **2.9%** (from 3.2% in 2024), with employment rate at **97.1%** (up from 96.8%). Unemployed persons: ~73,000 (down from 79,000). Labor force participation rose to **65.4%**. Underemployment dropped to **3.9%** (from 4.4%). Services sector dominated employment (56.4%), followed by agriculture (28%).[[1]](https://www.sunstar.com.ph/davao/business/davaos-employment-rises-as-joblessness-eases)[[1]](https://www.sunstar.com.ph/davao/business/davaos-employment-rises-as-joblessness-eases)
- Davao City (metro core): Highest unemployment in the region at **3.8%** (still below national averages). Other provinces lower (e.g., Davao del Sur **1.5%** unemployment, 98.5% employment rate).[[1]](https://www.sunstar.com.ph/davao/business/davaos-employment-rises-as-joblessness-eases)
- Youth (15-24) specifics for 2025: Employment rate improved to **91.1%** (from 90.4%); NEET rate fell to **12%** (from 13.9%); labor force participation slightly down to **33.3%**.[[1]](https://www.sunstar.com.ph/davao/business/davaos-employment-rises-as-joblessness-eases)
- January 2026 (more recent snapshot): Unemployment rose to **4.8%** (from 2.9% in January 2025); ~120,000 unemployed.[[3]](https://rsso11.psa.gov.ph/content/employment-situation-january-2026-davao-region)[[3]](https://rsso11.psa.gov.ph/content/employment-situation-january-2026-davao-region)
- April 2026 context: Davao Region posted one of the highest regional employment rates nationally (**97.5%**).[[4]](https://psa.gov.ph/statistics/labor-force-survey)

These figures are significantly lower than the national 2025 youth (15-24 male) unemployment baseline of 6.1%, indicating a relatively stable local picture through 2025 with mixed early 2026 signals. Sources: PSA via SunStar Davao, mb.com.ph, rsso11.psa.gov.ph, and DOLE LMI portal.[[1]](https://www.sunstar.com.ph/davao/business/davaos-employment-rises-as-joblessness-eases)[[2]](https://mb.com.ph/2026/05/28/davao-region-logs-fewer-unemployed-persons-in-2025)

**2. Political/security/economic events affecting young men (18-35):**
- **Potential economic shocks (forward-looking, June 2026 reporting)**: Article highlights risks from US-Israel-Iran-related Middle East instabilities, including possible mass OFW repatriation (affecting remittances supporting Mindanao households), agribusiness collapse in Davao plantations (fuel/fertilizer costs leading to lower yields and **mass layoffs**), and broader poverty/security gaps. Mindanao GDP growth was 4.69% in 2025 but vulnerable. No confirmed 2026 layoffs yet.[[5]](https://mindanews.com/mindaviews/2026/06/development-perspectives-when-will-the-economic-situation-in-mindanao-return-to-pre-mideast-instabilities/)
- **June 2026 Mindanao earthquake (mag. 7.8, early June)**: Affected Davao Occidental and nearby areas (states of calamity declared in parts of Sarangani, Davao Occidental, General Santos). Multiple aftershocks; risks to vulnerable groups including youth via disrupted livelihoods, water contamination, and poverty exacerbation in conflict-prone zones. Humanitarian response ongoing as of mid-June.[[6]](https://www.care.org/media-and-press/philippines-earthquake-four-days-after-access-to-isolated-mindanao-communities-remains-urgent/)
- Other: April 6, 2026 Davao City EO creating an Inter-Agency Task Force on Emergency Socioeconomic Crisis Response. Limited protest mentions (e.g., earlier 2026 events not youth/male-specific or recent). No militia or crackdown reports tied to Davao youth in the period.[[7]](https://www.facebook.com/pnagovph/posts/the-davao-city-government-issues-executive-order-no-07-series-of-2026-on-monday-/1359464992896618/)

**3. NGO/think-tank reports on Davao youth (2025–2026):**
- Limited recent publications directly on instability. Youth-focused events (e.g., Actions for Earth Global Youth Summit Davao 2026, NextGen Muslim Innovators Summit) emphasize positive engagement, skills, and entrepreneurship rather than instability. Broader reports (e.g., BTI 2026 Philippines) note national youth unemployment concerns but not Davao-specific spikes. No 2025–early 2026 reports flagging major deterioration in Davao.[[8]](https://manilastandard.net/spotlight/314728818/actions-for-earth-global-youth-summit-davao-2026-empowering-youth-for-responsible-consumption-and-environmental-action.html)

**4. Internet/mobile infrastructure changes:**
- No reports of shutdowns, major outages, or significant rollouts specific to Davao (Mindanao) in the searched results or period.

**Overall assessment vs. baseline:** Local Davao Region unemployment remains low (2.9–4.8% range recently) compared to national youth figures, with improvements in 2025 and youth NEET/employment metrics. No immediate events significantly elevating instability (e.g., no spikes in protests, layoffs, or connectivity issues). However, the June 2026 earthquake and potential Middle East conflict spillovers represent downside risks that could pressure youth employment in agribusiness and related sectors if they materialize—monitor for follow-on data. All data scoped to Davao Region where possible.

**PSA Regional Statistical Services Office XI (RSSO XI) / OpenSTAT (Davao Region data portal)**  
- https://rsso11.psa.gov.ph/ and https://openstat.psa.gov.ph/ (PXWeb interface)  
- API: Yes (PXWeb API at https://openstat.psa.gov.ph/PXWeb/api/v1/en)  
- Update frequency: Varies by dataset (e.g., Labor Force Survey quarterly/monthly at regional level)  
- Auth: None (open data)  
- Geographic granularity: Davao Region (Region XI) primary; some provincial/city-level tables or small-area estimates (e.g., poverty, labor indicators)[[1]](https://openstat.psa.gov.ph/)[[2]](https://dateno.io/registry/catalog/cdi00001278/)

**PSA Labor Force Survey (LFS) regional/provincial releases (via OpenSTAT or RSSO XI)**  
- https://psa.gov.ph/statistics/labor-force-survey and RSSO XI pages (e.g., employment situation reports for Davao Region)  
- API: Partial (via OpenSTAT PXWeb API; raw microdata via request or PSADA archive)  
- Update frequency: Quarterly (with monthly elements post-2021); annual provincial summaries  
- Auth: None for aggregates; possible request for detailed files  
- Geographic granularity: Region XI (Davao) standard; disaggregation to provinces (e.g., Davao del Norte/Sur) and select cities in tables/visualizations[[3]](https://psa.gov.ph/statistics/labor-force-survey)[[4]](https://rsso11.psa.gov.ph/content/employment-situation-january-2026-davao-region)

**Philippine Standard Geographic Code (PSGC) API**  
- https://psgc.gitlab.io/api/  
- API: Yes (REST API for regions, provinces, cities, municipalities, barangays)  
- Update frequency: Periodic (based on PSA updates; current as of mid-2022 in source)  
- Auth: None  
- Geographic granularity: Full hierarchy down to barangay level, including Davao City and Davao Region provinces (useful for mapping/filtering)[[5]](https://psgc.gitlab.io/api/)

**Philippines COD-AB Administrative Boundaries (HDX)**  
- https://data.humdata.org/dataset/cod-ab-phl  
- API: No (direct downloads: GeoJSON, Shapefile, XLSX)  
- Update frequency: Periodic updates (latest ~2026)  
- Auth: None  
- Geographic granularity: Admin levels 0–4 (regions, provinces, cities/municipalities, barangays); includes Davao Region (XI) and Davao City for ACLED event filtering or sub-national analysis[[6]](https://data.humdata.org/dataset/cod-ab-phl)

**Davao Today RSS Feed**  
- https://davaotoday.com/feed/  
- API: No (RSS feed)  
- Update frequency: Daily  
- Auth: None  
- Geographic granularity: Davao City and surrounding Mindanao areas (local news on politics, business, society)[[7]](https://rss.feedspot.com/philippines_news_rss_feeds/)

**MindaNews RSS Feed**  
- https://mindanews.com/feed/  
- API: No (RSS feed)  
- Update frequency: Daily/regular (Mindanao-focused)  
- Auth: None  
- Geographic granularity: Mindanao-wide with strong Davao coverage (news on regional issues, conflict, development)[[7]](https://rss.feedspot.com/philippines_news_rss_feeds/)

No dedicated municipal statistics bureau for Davao City with a public API or bulk machine-readable downloads was identified beyond PSA regional channels. Limited evidence of specialized think tank/NGO/academic projects providing ongoing public machine-readable datasets (vs. one-off reports) specific to Davao youth/poverty/crisis monitoring. ACLED already supports Philippines filtering; combine with the PSGC/HDX boundaries or region codes for Davao (Region XI) precision.

**No major shifts from the provided national baseline (youth unemployment 15-24 male national at 6.1% in 2025; national instability fuse score 9.0/100) are evident in Manila metro-specific data over the last ~60 days (late April–late June 2026).** All available labor data remains national or broad regional (e.g., National Capital Region/NCR), with no youth-specific or city/provincial breakdowns for Metro Manila. Protests involving youth have occurred in the metro area, but they align with ongoing national anti-corruption dynamics rather than indicating acute local instability spikes. Minor localized internet disruptions occurred but were temporary.[[1]](https://www.humanresourcesonline.net/employment-in-the-philippines-rose-to-48-89mn-in-april-2026)[[2]](https://en.wikipedia.org/wiki/2025%E2%80%932026_Philippine_anti-corruption_protests)

### 1. Local Labor Market/Unemployment Data Specific to Manila Metro
No Manila metro- or city-specific youth unemployment figures (or even total unemployment at a fine-grained level) were identified in recent Philippine Statistics Authority (PSA) releases or other sources. Available data is national or at the NCR level (which encompasses Metro Manila):

- National unemployment rose to 4.7% in April 2026 (2.41 million jobless), up from 4.1% a year earlier but down from 5.0% in March 2026. Youth (15-24) employment rates were reported nationally (e.g., around 87.4% in April), with some earlier 2026 figures showing declines in youth labor force participation.[[3]](https://www.facebook.com/bncphl/posts/the-countrys-unemployment-rate-rose-to-47-in-april-2026-from-41-a-year-earlier-e/122301054518354398/)[[1]](https://www.humanresourcesonline.net/employment-in-the-philippines-rose-to-48-89mn-in-april-2026)
- NCR unemployment was reported at 5.2% in April 2026 (above the national average).[[1]](https://www.humanresourcesonline.net/employment-in-the-philippines-rose-to-48-89mn-in-april-2026)
- No updates for May or June 2026 at the regional level in search results. Baseline youth figures (national) predate these reports and show no direct Manila comparator.

No evidence of mass layoffs or sector-specific shocks in Manila industries (e.g., services, manufacturing) tied to young men.

### 2. Political, Security, or Economic Events in Manila Affecting Young Men (18-35)
Youth-led or youth-heavy protests have continued in Manila metro (including Quezon City and central Manila areas), primarily tied to the ongoing 2025–2026 anti-corruption protests and labor issues. These involve student/youth groups (e.g., Anakbayan, Kabataan Partylist) and focus on government accountability, wages, and related grievances. No reports of militia activity, targeted crackdowns on young men, or economic shocks specific to this demographic in Manila.

Key recent events (within last 60 days):
- **May 1, 2026 (Labor Day/May Day)**: Labor and human rights groups staged protests in Manila, marching toward the US Embassy area, demanding higher minimum wages and accountability from the Marcos administration. Philippine National Police deployed over 14,000 officers metro-wide. Youth and student participation noted in related mobilizations.[[4]](https://www.youtube.com/watch?v=XhZt2h1qeMk)[[5]](https://www.instagram.com/reel/DXyXC5qoFxd/)
- **April 22, 2026**: “Earth Day Mobilization” protest near US Embassy on Roxas Boulevard in Manila.[[6]](https://ph.usembassy.gov/demonstration-alert-potential-protest-in-front-of-u-s-embassy-on-april-22-2026/)
- **June 28, 2026**: Planned faith-based anti-corruption rally at EDSA People Power Monument in Quezon City (Metro Manila), announced June 19 by religious and civil society groups. This follows prior iterations (e.g., February 2026 events).[[7]](https://www.rappler.com/philippines/religious-civil-society-leaders-anti-corruption-protest-edsa-june-2026/)[[2]](https://en.wikipedia.org/wiki/2025%E2%80%932026_Philippine_anti-corruption_protests)

These events feature significant youth involvement but remain within the pattern of national protests rather than signaling a sharp local escalation.

### 3. NGO or Think-Tank Reports on Manila's Youth Situation (2025–2026)
Limited relevant publications identified:
- Life Project 4 Youth (LP4Y) hosted the Youth Inclusion International Forum 2026 (3rd edition) on June 18, 2026, in Metro Manila, focusing on inclusive futures for Filipino youth, including those with disabilities.[[8]](https://www.facebook.com/lifeproject.foryouth/posts/from-exclusion-to-action-co-creating-inclusive-futures-for-filipino-youthjoin-us/1391697746316160/)
- Broader reports (e.g., BTI 2026 Philippines Country Report) note high general/youth unemployment nationally with education-labor mismatches but do not provide Manila-specific analysis or flag acute instability.[[9]](https://bti-project.org/en/reports/country-report/PHL)
- Philippine Institute for Development Studies (PIDS) released studies on education/curriculum impacts but nothing directly on Manila youth instability or labor in the period.

No reports published in 2025–early 2026 that indicate significant deviations for Manila.

### 4. Changes to Internet/Mobile Infrastructure in Manila
Localized disruptions occurred but were not widespread shutdowns or policy-driven:
- **May 12, 2026**: Multiple Globe Telecom fiber cuts in Metro Manila (e.g., San Juan, Pasig, Paco area) and nearby provinces, causing intermittent mobile data, calls, and texts. Attributed partly to construction/drainage work (e.g., DPWH subcontractor in Paco, Manila); services restored by ~10:30 p.m. Some speculation of sabotage but no confirmation of deliberate targeting.[[10]](https://newsbytes.ph/2026/05/13/globe-restores-services-after-metro-manila-fiber-cuts/)[[11]](https://technology.inquirer.net/146689/globe-restores-metro-manila-services-after-outage-caused-by-underground-fiber-cable-damage)
- Minor scheduled maintenance (e.g., PLDT in parts of Metro Manila/Quezon City in mid-June) and isolated fiber issues reported, but nothing systemic or prolonged.[[12]](https://www.facebook.com/pldtcares/posts/hi-pldt-customersthese-are-the-scheduled-maintenance-activities-for-the-week-of-/1429918572501359/)

No government-directed shutdowns or major rollouts specific to Manila in the period.

**Summary**: Developments are consistent with national trends and do not indicate a significant upward shift in youth instability indicators for Manila metro relative to the baseline. Continued monitoring of protest activity and any future PSA regional/youth disaggregations is recommended. Sources primarily include PSA releases via news outlets, Wikipedia summaries of protests, and local reporting on events.

**PSA OpenSTAT (Philippine Statistics Authority data portal with PXWeb API)**  
- URL: https://openstat.psa.gov.ph/ (PXWeb API endpoint: https://openstat.psa.gov.ph/PXWeb/api/v1/en)  
- API: Yes (PXWeb)  
- Update frequency: Varies by dataset (e.g., Labor Force Survey quarterly/annual)  
- Auth required: None (public)  
- Geographic granularity: National + sub-national (regions including NCR/Metro Manila; some provincial/city-level tables)[[1]](https://dateno.io/registry/catalog/cdi00001278/)

**PSA Labor Force Survey (LFS) data via OpenSTAT/PSADA**  
- URL: https://openstat.psa.gov.ph/ or https://psada.psa.gov.ph/ (search LFS)  
- API: Yes (via OpenSTAT PXWeb)  
- Update frequency: Quarterly or annual releases  
- Auth required: None (public; some microdata may require request)  
- Geographic granularity: Regional (NCR/Metro Manila explicitly reported for unemployment, employment rates, etc.); some finer disaggregation available in tables[[2]](https://psa.gov.ph/statistics/labor-force-survey)

**Metro Manila Geographic Information System Hub (MMDA ArcGIS Hub)**  
- URL: https://metro-manila-geographic-information-system-hub-mmda.hub.arcgis.com/  
- API: Partial (ArcGIS feature/map services + Downloads API for supported items)  
- Update frequency: Varies by layer (traffic, incidents, boundaries, etc.)  
- Auth required: None (public downloads)  
- Geographic granularity: Metro Manila-specific (city/municipal layers within NCR)[[3]](https://metro-manila-geographic-information-system-hub-mmda.hub.arcgis.com/)

**Philippines Subnational Administrative Boundaries (COD-AB, HDX)**  
- URL: https://data.humdata.org/dataset/cod-ab-phl  
- API: No (downloads only: shapefile, GeoJSON, geodatabase, XLSX)  
- Update frequency: Periodic updates (version 03 as of 2026)  
- Auth required: None (public)  
- Geographic granularity: Admin levels 0–4 (includes NCR/Metro Manila provinces and cities; useful for filtering ACLED events)[[4]](https://data.humdata.org/dataset/cod-ab-phl)

**Philippine news RSS feeds (Manila-focused outlets)**  
- Examples: INQUIRER.net RSS, Manila Bulletin RSS, Manila Times RSS, Rappler, Philstar  
- URLs: e.g., https://www.inquirer.net/ (RSS links), https://mb.com.ph/rss, https://www.manilatimes.net/rss  
- API: No (RSS feeds; third-party aggregators like NewsData.io or World News API offer partial paid APIs covering PH sources)  
- Update frequency: Real-time to daily  
- Auth required: None (RSS); paid for some commercial APIs  
- Geographic granularity: National + Metro Manila/urban Philippines coverage[[5]](https://rss.feedspot.com/philippines_news_rss_feeds/)

**Philippine Institute for Development Studies (PIDS) publications and datasets**  
- URL: https://www.pids.gov.ph/  
- API: No (reports, studies, and occasional datasets/downloads)  
- Update frequency: Ongoing research releases  
- Auth required: None (public reports; data upon request or via partners)  
- Geographic granularity: National + some regional/sub-national (NCR/Manila-focused studies on poverty, youth, education, vulnerability)[[6]](https://www.pids.gov.ph/)

These are the most relevant accessible, non-inference sources matching the requested categories. PSA OpenSTAT is the strongest for structured sub-national labor/economic data; boundaries aid ACLED filtering; RSS provides timely local signals. MMDA data is more specialized (e.g., traffic/incidents).

**No major shifts identified in Yangon metro-specific youth instability indicators (15-24 or 18-35 males) from the national baseline of 10.6% youth unemployment (2025) or 13.2/100 instability fuse score.**[[1]](https://fred.stlouisfed.org/series/SLUEM1524ZSMMR)[[2]](https://data.worldbank.org/indicator/SL.UEM.1524.ZS?locations=MM) Searches across labor reports, events, NGO/think-tank outputs, and infrastructure yielded limited Yangon-metro data for the ~April 29–June 28, 2026 window. National or older figures dominate; no city/provincial unemployment stats surfaced.[[3]](https://www.oecd.org/en/data/insights/statistical-releases/2026/06/unemployment-rates-updated-june-2026.html)[[4]](https://researchrepository.ilo.org/view/pdfCoverPage?instCode=41ILO_INST&filePid=13147301370002676&download=true)

**1. Local labor market/unemployment data specific to Yangon metro:** None found for 2026 or the recent period. Pre-coup or national estimates (e.g., ~9.8% youth unemployment modeled for 2025) persist in sources, with no metro breakdowns.[[1]](https://fred.stlouisfed.org/series/SLUEM1524ZSMMR) General references note economic hardship and factory wages (~500,000 kyats/month in Yangon industrial zones) strained by inflation, but no new quantified local data.[[5]](https://rohingyakhobor.com/a-nation-sold-a-generation-in-debt-how-myanmars-youth-are-paying-the-price-of-power-and-dependency/)

**2. Political/security/economic events in Yangon affecting young men (18-35):** Ongoing junta repression via arbitrary arrests, “guest list” inspections, and forced conscription/recruitment efforts, with direct impacts in Yangon townships. 
- April 2026: Junta forces and Pyu Saw Htee militias carried out at least 30 arbitrary arrests across Yangon.[[6]](https://eng.mizzima.com/2026/05/05/33814)
- May 2026 (reports around May 5–10): Surge in such actions continued or referenced; Rakhine youth in Yangon specifically flagged for heightened risk of forced conscription via guest list checks and arrests.[[7]](https://www.narinjara.com/news/detail/6a00dbbeb4daf45662a30113)
- May 19, 2026: Myanmar military announced/rolled out plans for new “Youth Education Training Schools” targeting civilian high school students (Grades 10–12, ages 16–19), including one in Yangon’s Hlegu Township (another in Naypyidaw). Strict screening applies; low enrollment reported as parents resist, viewing them as recruitment pipelines amid conscription enforcement. Incentives include free food/lodging/allowances and paths to officer training. Analysts note this targets youth amid high unemployment and instability post-2021 coup.[[8]](https://www.irrawaddy.com/news/burma/myanmar-military-builds-new-pipeline-to-recruit-high-school-students.html)[[8]](https://www.irrawaddy.com/news/burma/myanmar-military-builds-new-pipeline-to-recruit-high-school-students.html)
- Earlier March 2026 context (leadership change in Yangon Regional Military Command): Sharp rise in arrests/inspections (e.g., 85 in two weeks post-March 5 change vs. 52 in February), continuing pressure into later months.[[9]](https://www.bnionline.net/en/news/surge-arbitrary-arrests-and-guest-list-inspections-yangon-following-command-leadership-shift)

No reports of large-scale protests, militia clashes, mass layoffs in key industries, or major economic shocks specific to Yangon metro in the window. Older factory worker wage protests (2025) noted but not recent.[[10]](https://myanmar-now.org/en/news/yangon-factory-workers-protest-to-demand-higher-wages/) These conscription/arrest trends represent incremental pressure on young men, potentially amplifying baseline instability without a quantified score shift.

**3. NGO or think-tank reports on Yangon’s youth situation published in 2025:** Relevant 2025 outputs (no new 2026 equivalents in results) include UNDP’s “A Generation on Edge: Youth Safety and Well-being in Myanmar” (October 2025) and “A Generation on Hold: Youth Employment and Education in Myanmar” (October 2025). These highlight insecurity, fear (e.g., one in seven youth in near-constant fear for safety nationally), disrupted education/employment, and urban-rural gaps, with Yangon focus group mentions of feeling unsafe due to conscription, arrests, street crime, etc.[[11]](https://www.undp.org/sites/g/files/zskgke326/files/2025-10/undp_a_generation_on_edge_oct2025.pdf)[[12]](https://reliefweb.int/report/myanmar/generation-hold-youth-employment-and-education-myanmar-october-2025) An April 2026 ISEAS report discusses broader youth mobilization/history but lacks fresh Yangon metrics.[[13]](https://www.iseas.edu.sg/wp-content/uploads/2026/04/TRS12_26.pdf)

**4. Changes to internet/mobile infrastructure in Yangon:** Sporadic/jammer-related disruptions tied to military visits or operations, plus one broader outage note. 
- November 2025–January 2026 period (pre-window but illustrative): Nationwide slowdowns/outages (e.g., Nov. 1 submarine cable issue affecting Yangon Wi-Fi/VPNs); local cuts in Yangon townships (Mingaladon, North Okkalapa, Thanlyin) during high-level visits using jammers/anti-drone tech.[[14]](https://www.myanmarinternet.info/post/quarterly_nov_2025_jan_2026-1)
- Around June 20, 2026: Reported internet outage/anomaly in Myanmar (connectivity tests failed).[[15]](https://voidly.ai/incident/MM-2026-0427)[[15]](https://voidly.ai/incident/MM-2026-0427)
- Broader context: Hundreds of shutdown incidents since 2021, with some Yangon impact, but no sustained new rollout or major Yangon-specific blackout in the 60-day window.[[16]](https://www.mekongeye.com/2026/01/26/myanmar-internet-weather)

**Overall assessment:** Developments center on intensified conscription/arrest pressures targeting youth in Yangon (May 2026 reports), which could meaningfully heighten risks for young men beyond the baseline without new quantitative labor or instability metrics. No countervailing positive labor market data or major infrastructure shifts. Sources are primarily independent media (Irrawaddy, Mizzima, Narinjara) and prior UNDP analyses. Monitoring for follow-up on school enrollment or arrest tallies recommended.

**Here are relevant Yangon-specific (city/region/township-level) data sources** identified through targeted searches, focusing on the requested categories. Most are open-access downloads or portals rather than full public APIs; sub-national disaggregation is often available in reports, databases, or GIS layers but not always machine-readable in real time. No municipal Yangon-specific statistics bureau with a dedicated public API was identified (data flows primarily through national CSO/MIMU channels).[[1]](https://www.csostat.gov.mm/)[[2]](https://www.mmsis.gov.mm/)

- **Central Statistical Organization (CSO) / Myanmar Statistical Information Service (MMSIS)**: National stats office portal with some regional breakdowns. URL: https://www.csostat.gov.mm/ or https://www.mmsis.gov.mm/. API: No (web database, PDFs, Excel downloads via yearbooks/survey highlights). Update frequency: Annual (e.g., Statistical Yearbook) or periodic surveys. Auth: None. Geographic granularity: National + State/Region level (including Yangon Region data on GDP, labor, prices, etc., in yearbooks and MMSIS statistical database).[[3]](https://www.csostat.gov.mm/PublicationAndRelease/StatisticalYearbook)[[4]](https://mmsis.gov.mm/sub_menu/statistics/statDbList.jsp?vw_cd=MT_ZTITLE)

- **Myanmar Labour Force Survey (via CSO/ILO-supported reports)**: Sub-national labor/unemployment data. URL: CSO site or archived reports (e.g., 2015 LFS report on monp.gov.mm or similar). API: No (PDF/Excel tables in reports). Update frequency: Periodic (e.g., 2015 survey with State/Region tables; ongoing ILO efforts). Auth: None. Geographic granularity: State/Region level (labor force participation, unemployment rates by sex, urban/rural, and State/Region including Yangon).[[5]](https://monp.gov.mm/sites/default/files/upload_pdf/2020/08/LFS-English-Report-_17-11-2016_0.pdf)

- **Myanmar Information Management Unit (MIMU)**: UN-affiliated hub for sub-national humanitarian/development data, boundaries, and township profiles. URL: https://themimu.info/ (includes Yangon Region section and data requests). API: No (downloads of GIS shapefiles, 5W matrices, township profiles, village tract boundaries). Update frequency: Regular/ongoing (humanitarian updates, census-derived profiles). Auth: None (some data requests may require login). Geographic granularity: Township, village tract, and lower for Yangon Region (boundaries, poverty, amenities, conflict-related indicators).[[6]](https://themimu.info/)[[7]](https://www.themimu.info/states_regions/yangon)

- **ACLED (Armed Conflict Location & Event Data Project)**: Conflict/event data with Myanmar sub-national coding. URL: https://acleddata.com/ (country page or Explorer; data via HDX or direct). API: Yes (free registration for API access). Update frequency: Real-time/weekly. Auth: Free account (API key). Geographic granularity: Township/village-tract level (filterable to Yangon Region; admin hierarchy includes State/Region → District → Township).[[8]](https://acleddata.com/methodology/acleds-methodology-myanmar)[[9]](https://acleddata.com/country/myanmar)

- **Myanmar Now (and similar local English/Burmese news outlets)**: Independent media with Yangon coverage. URL: https://myanmar-now.org/ (RSS likely available via site or aggregators). API/RSS: RSS feeds (yes/partial via standard RSS). Update frequency: Daily. Auth: None. Geographic granularity: City/urban focus (Yangon-specific reporting on politics, economy, youth issues).[[10]](https://rss.feedspot.com/myanmar_news_rss_feeds/)

- **Democratic Voice of Burma (DVB) and Global New Light of Myanmar**: Local-language and English news with Yangon emphasis. URL: burmese.dvb.no or globalnewlightofmyanmar.com (RSS via feedspot or site). API/RSS: RSS feeds available. Update frequency: Daily. Auth: None. Geographic granularity: National with strong Yangon/urban coverage.[[10]](https://rss.feedspot.com/myanmar_news_rss_feeds/)

- **Department of Population (DoP) Census Reports**: Yangon Region-specific census data. URL: dop.gov.mm (Yangon Region reports). API: No (PDF/Excel downloads). Update frequency: Decennial (2014 census; newer projections via partners). Auth: None. Geographic granularity: Region/township level (demographics, housing for Yangon).[[11]](https://dop.gov.mm/en/state-region/yangon?title_publication=&field_language_tid_publication=All&field_publication_category_tid=All&title_data_map=&field_language_tid_data_map=All&field_data_and_maps_category_tid=All&page=2)

Additional notes: MIMU and CSO/MMSIS are the strongest for structured sub-national data; ACLED excels for events. Labor data remains limited post-2015 at sub-national granularity. Local RSS feeds provide timely qualitative signals. No paid APIs or robust municipal open-data portals were found for Yangon specifically. Verify current access as Myanmar data ecosystems can be affected by connectivity/political factors.

**No major new Jakarta metro-specific youth unemployment data (15-24 or 18-35) was identified for the last 60 days (late April–late June 2026).** The most recent provincial figure is from BPS DKI Jakarta for February 2025: open unemployment rate (TPT) of 6.18% in DKI Jakarta province (higher than the national ~4.7–4.9% around that period).[[1]](https://jakarta.bps.go.id/en/pressrelease/2025/05/05/1214/labour-situation-in-dki-jakarta-province-february-2025.html)[[2]](https://www.bps.go.id/indicator/6/543/1/tingkat-pengangguran-terbuka-menurut-provinsi.html) National youth unemployment (15-24) remains in the 13–16%+ range (e.g., ~12.98% modeled ILO for 2025; BPS figures around 16.16–16.36% in recent periods), with Jakarta youth often cited around 16% in comparative urban studies (vs. higher in places like Surabaya).[[3]](https://fred.stlouisfed.org/series/SLUEM1524ZSIDN)[[4]](https://www.researchgate.net/publication/396946057_Economic_Inequality_and_Social_Mobility_among_Urban_Youth_in_Jakarta_and_Surabaya)

National-level BPS and Ministry of Manpower data (not Jakarta-specific) show ongoing pressures: ~23,470 formal layoffs recorded Jan–May 2026 nationwide (down from prior year but still elevated), with Jakarta accounting for 1,140 of earlier 2026 figures in one breakdown.[[5]](https://www.indonesia-investments.com/business/business-columns/indonesia-s-50-000-worker-warning-the-structural-pressures-driving-the-latest-layoffs/item9943)[[6]](https://sea.peoplemattersglobal.com/news/strategic-hr/indonesia-records-15425-layoffs-in-early-2026-as-labour-market-pressures-persist-49893) Job search times average ~19.8 months in recent surveys. No evidence of acute new mass layoffs or economic shocks isolated to Jakarta industries in the last 60 days.

**Political/security/economic events affecting young men (18-35) in Jakarta:** Student-led protests occurred in central Jakarta on or around June 12, 2026 (with related actions mid-June), under banners like “Heading to Bankrupt Indonesia.” Hundreds to ~1,500 university students rallied against fuel price hikes, “wasteful” state spending (including the free nutritious meals program), perceived economic mismanagement, and related policies. Demands included lower fuel/food prices and spending cuts. Police deployed significant personnel; protests also occurred in other cities.[[7]](https://www.bbc.com/news/articles/cqx18d47pzjo)[[8]](https://www.reuters.com/world/asia-pacific/students-hold-heading-bankrupt-indonesia-protests-against-prabowos-policies-2026-06-12/)[[9]](https://www.aljazeera.com/news/2026/6/12/indonesian-students-protest-govt-policies-amid-economic-strain) These involve educated youth/young adults expressing economic anxieties, potentially signaling broader discontent among the 18-35 demographic amid persistent youth joblessness and informality. No reports of militia activity, violent crackdowns, or large-scale unrest specific to young men in the period.

**NGO/think-tank reports on Jakarta youth (published 2025 or later):** No new Jakarta-specific reports from NGOs or think tanks matching the criteria were identified in recent searches. Broader national/urban analyses (e.g., from CORE Indonesia or university-linked studies) continue to highlight chronic youth unemployment, informality, and NEET rates as structural issues, but nothing freshly published in 2025–2026 focused narrowly on Jakarta metro youth.[[10]](https://www.straitstimes.com/asia/se-asia/actress-linkedin-stunt-strikes-a-nerve-among-young-indonesian-job-seekers)

**Internet/mobile infrastructure changes in Jakarta:** A brief national internet outage (~40 minutes) was detected on June 20, 2026, with impact on major providers; earlier disruptions noted in Q1 2026 but not Jakarta-targeted shutdowns or major rollouts/outages in the last 60 days.[[11]](https://voidly.ai/incident/ID-2026-0124)

**Assessment vs. baseline:** No concrete Jakarta metro youth unemployment update shifts the picture from the national baseline (13.1% for 15-24 males in 2025; 14.8/100 instability fuse). However, the mid-June 2026 student protests in Jakarta highlight visible youth economic frustration and mobilization, which could indicate localized elevation in instability risk if protests grow or economic pressures (fuel costs, job scarcity) persist. Layoff trends remain national rather than Jakarta-specific spikes. Continued monitoring of BPS DKI Jakarta releases and protest developments is recommended. Sources include BPS Jakarta, Reuters, BBC, Al Jazeera, The Jakarta Post, and related reports (specific URLs available in search results).

**Here is a curated bullet list of Jakarta-specific (city/provincial) non-inference data sources, focused on the requested categories.** These complement the country-level sources already in use (e.g., national BPS via WebAPI for aggregates). Details draw from official sites, developer documentation, GitHub repos, and recent references (as of 2026 data).[[1]](https://github.com/bps-statistics/stadata)[[2]](https://aiepa.ai/playbook-indonesian-policy-data.html)

- **BPS WebAPI (Statistics Indonesia, sub-national indicators including DKI Jakarta)**: https://webapi.bps.go.id/developer/ (with STADATA Python wrapper on GitHub); API: yes (REST endpoints for dynamic/static tables, indicators); update frequency: varies (labor/unemployment semi-annual, e.g., Feb/Aug releases); auth: free (register for API key/token); geographic granularity: national to province (DKI Jakarta code ~31) and often city/district level (e.g., unemployment rates by Jakarta administrative areas).[[3]](https://datarakyat.id/docs/bps/)[[4]](https://jakarta.bps.go.id/en/statistics-table/2/NDUjMg==/unemployment-rate.html)

- **BPS Provinsi DKI Jakarta (provincial statistics portal/tables)**: https://jakarta.bps.go.id/ (and linked tables like unemployment by province/city); API: partial (primarily via national WebAPI; site offers tables/downloads); update frequency: semi-annual or as released (e.g., labor situation Feb/Aug); auth: none (public tables/downloads); geographic granularity: DKI Jakarta province + sub-areas (e.g., Jakarta Selatan, Timur, etc.).[[5]](https://jakarta.bps.go.id/)[[4]](https://jakarta.bps.go.id/en/statistics-table/2/NDUjMg==/unemployment-rate.html)

- **Satu Data Jakarta / Portal Satu Data Jakarta (DKI Jakarta open data portal)**: https://satudata.jakarta.go.id/ (or legacy https://data.jakarta.go.id/); API: yes (CKAN API for datasets, search, downloads in CSV/JSON); update frequency: ongoing/variable by dataset (sectoral statistics, real-time or periodic updates); auth: none (public open data); geographic granularity: DKI Jakarta provincial/municipal, including sectoral data across departments.[[6]](https://github.com/suryast/indonesia-gov-apis)[[6]](https://github.com/suryast/indonesia-gov-apis)

- **detikcom RSS feeds (major Indonesian news, Jakarta coverage)**: http://rss.detik.com (and category-specific variants); API: no (RSS syndication); update frequency: real-time/continuous; auth: none; geographic granularity: national with strong Jakarta/metro focus (local events, urban issues).[[7]](https://gist.github.com/655537)

- **Tempo RSS feeds (Indonesian news, Jakarta-focused)**: http://rss.tempointeraktif.com/index.xml (and variants like fokus.xml); API: no (RSS); update frequency: real-time/continuous; auth: none; geographic granularity: national with Jakarta/Indonesia coverage.[[7]](https://gist.github.com/655537)

- **SMERU Research Institute (urban poverty/youth-focused research and data)**: https://smeru.or.id/ (publications on urban child poverty, Jakarta case studies); API: no (reports/datasets via site); update frequency: periodic (project-based studies); auth: none (public downloads); geographic granularity: urban Indonesia including Jakarta-specific (e.g., North Jakarta kelurahan-level qualitative/quantitative poverty data).[[8]](https://smeru.or.id/en/publication/urban-child-poverty-and-disparity-unheard-voices-children-living-poverty-indonesia)

- **ACLED sub-national admin boundaries (for filtering Jakarta events)**: https://data.humdata.org/dataset/cod-ab-idn (COD-AB Indonesia boundaries, shapefiles/GeoJSON); API: no (downloads); update frequency: periodic (boundaries stable, events updated regularly in ACLED); auth: none (public); geographic granularity: Admin1 (DKI Jakarta province), Admin2/3 (districts/cities within Jakarta metro).[[9]](https://data.humdata.org/dataset/cod-ab-idn)[[10]](https://acleddata.com/methodology/acled-codebook)

- **PUSKAPA/UNICEF urban children & youth situation analyses (Jakarta-inclusive reports)**: Various PDFs/reports via UNICEF or PUSKAPA sites (e.g., situation analysis of children/young people in Indonesian cities); API: no (report downloads); update frequency: periodic (one-off or multi-year studies); auth: none; geographic granularity: city-level (Jakarta examples on poverty, evictions, youth well-being).[[11]](https://www.unicef.org/indonesia/media/12166/file/The%20Situation%20Analysis%20of%20Children%20and%20Young%20People%20in%20Indonesian%20Cities.pdf)

**Notes**: BPS and Satu Data Jakarta are the strongest for structured, machine-readable sub-national stats (labor, demographics, sectoral). News RSS provides real-time local signals. ACLED filtering leverages existing access with admin codes. Most are free/public or low-barrier; no paid sources identified in this scope. Verify current endpoints/status directly, as portals evolve (e.g., Satu Data Jakarta launched/relaunched recently).

**No major new developments in the last ~60 days (post ~April 28, 2026) significantly shift the youth instability picture for Dhaka metro from the provided baseline (national youth unemployment 15-24 male: 13.3% in 2025; national instability fuse score: 18.1/100).** Dhaka-specific data remains scarce; most available figures are national.[[1]](https://www.tbsnews.net/economy/unemployment-hits-all-time-high-691-nov-569674)[[2]](https://gedkp.gov.bd/wp-content/uploads/2026/03/HARNESSING-THE-POTENTIALS-OF-YOUTH-_A-Policy-Framework-for-Youth-Development-in-Bangladesh.pdf?post_id=4558)

**1. Local labor market/unemployment data (Dhaka metro-specific):**  
No recent Dhaka city or metro-area unemployment or labor force statistics were identified in searches. Available data stays at the national level (e.g., overall unemployment ~3.8% projected for 2026; youth unemployment estimates varying from ~9–10.6% or higher depending on source/definition, with some references to NEET rates around 19–30% for youth). National projections note potential modest rises in youth joblessness amid broader economic pressures, but nothing Dhaka-specific or tied to metro industries.[[3]](https://www.newagebd.net/post/economy/301551/cpd-flags-mounting-economic-challenges-amid-revenue-shortfalls-inflation-banking-stress)[[4]](https://tradingeconomics.com/bangladesh/unemployment-rate)

**2. Political/security/economic events in Dhaka affecting young men (18-35):**  
Recent coverage focuses on the aftermath of the 2024 student-led protests (which ousted the prior government) and related developments through early 2026 (e.g., elections in February 2026, reform debates, isolated violence incidents in late 2025). No reports of large-scale new protests, militia activity, mass layoffs in Dhaka industries, or major crackdowns emerged for April–June 2026. Articles from April 2026 discuss lingering disillusionment among some former student protesters but do not indicate escalated instability in the capital.[[5]](https://thediplomat.com/2026/05/how-the-dreams-of-bangladeshs-student-protestors-died-young/)[[6]](https://www.aljazeera.com/news/2026/4/22/is-bangladesh-killing-reforms-introduced-after-student-led-protests)

**3. NGO/think-tank reports on Dhaka’s youth situation (published 2025):**  
No highly relevant new 2025 reports specifically addressing Dhaka youth instability, employment, or related risks were located. Broader or tangential items include youth-focused climate or education initiatives (e.g., ICCCAD youth fellowships or leadership events in 2025) and a policy brief on national youth employment challenges, but these do not provide Dhaka metro updates or flag acute instability.[[7]](https://icccad.net/)[[2]](https://gedkp.gov.bd/wp-content/uploads/2026/03/HARNESSING-THE-POTENTIALS-OF-YOUTH-_A-Policy-Framework-for-Youth-Development-in-Bangladesh.pdf?post_id=4558)

**4. Internet/mobile infrastructure changes in Dhaka:**  
- Planned temporary/slower speeds April 9–13, 2026, due to maintenance on the SEA-ME-WE-5 submarine cable (traffic-affecting work).[[8]](https://www.thedailystar.net/news/tech-startup/news/internet-services-face-temporary-disruption-april-9-13-4146646)
- Ongoing power/fuel crisis in April 2026 caused mobile network disruptions (thousands of sites down nationally, including impacts near Dhaka such as Dhamrai). This stemmed from storms, rain, and power issues rather than deliberate shutdowns; operators sought priority fuel supply.[[9]](https://www.facebook.com/tbsnews.net/posts/bangladeshs-mobile-telecommunications-network-is-facing-serious-disruption-as-an/1394526329388764/)[[10]](https://www.youtube.com/watch?v=B3I3v_9LSiQ)

No intentional nationwide or Dhaka-targeted internet blackouts or major rollouts reported in the period. Past 2024 shutdowns during unrest are noted in historical context but not recent.

**Overall assessment:** Nothing flagged would materially elevate Dhaka-specific youth instability risks beyond the baseline. Continued monitoring of national economic indicators and any spillover from broader Bangladesh developments is warranted, as metro-specific data is limited. Sources primarily include news outlets (e.g., TBS News, Al Jazeera, The Daily Star) and international reports (ILO, etc.).

**Here is a compiled list of Dhaka-specific (city/provincial or sub-national) data sources** meeting the criteria, drawn from official Bangladeshi statistical portals, city corporations, ACLED resources, news outlets, and relevant think-tank/NGO projects. Focus is on non-inference, machine-readable or downloadable data suitable for youth instability tracking (e.g., labor, demographics, events, urban conditions). Many BBS outputs provide divisional (Dhaka Division) or district (Dhaka District) disaggregation, with some city corporation or urban breakdowns.[[1]](https://dateno.io/registry/catalog/cdi00000130/)[[2]](http://nsds.bbs.gov.bd/)

- **Bangladesh Bureau of Statistics (BBS) NSDS / Data Portal** — http://nsds.bbs.gov.bd/ and http://data.bbs.gov.bd/ (catalog); API: yes (catalog search endpoint active); update frequency: periodic (e.g., surveys/reports as released, some quarterly/annual); auth: none/free; granularity: national + divisional (incl. Dhaka Division), district, urban/rural, and city corporation in select releases (e.g., Labour Force Survey). Includes Labour Force Survey (LFS) with employment/unemployment at divisional + city corp. levels, Population & Housing Census (down to district), and other microdata/publications.[[3]](https://www.fairrecruitmenthub.org/resources/bangladesh-labour-force-survey-2022)[[4]](http://nsds.bbs.gov.bd/en/topic/24/Labor)

- **BBS Labour Force Survey (LFS) reports/publications** — Via nsds.bbs.gov.bd (e.g., LFS 2022/2023/2024 editions); API: no (downloadable PDFs/excel or microdata access); update frequency: periodic (recent full surveys ~every few years, with quarterly elements historically); auth: none/free (some microdata via lab/request); granularity: national + divisional (Dhaka), with urban/rural/city corporation breakdowns in key reports. Covers youth employment, unemployment, and related labor indicators.[[3]](https://www.fairrecruitmenthub.org/resources/bangladesh-labour-force-survey-2022)[[5]](https://bangladesh.un.org/en/254510-latest-bangladesh-labour-force-survey-incorporates-first-ever-disability-data)

- **Dhaka North City Corporation (DNCC) and Dhaka South City Corporation (DSCC)** — dncc.gov.bd and dscc.gov.bd; API: no/partial (limited public portals, some GIS/data sections); update frequency: irregular/ad-hoc (e.g., waste, dengue, or service reports); auth: none/free; granularity: city corporation/ward level (Dhaka metro split into North/South). Primarily administrative/service data; some derived datasets (e.g., waste management) available externally.[[6]](http://dncc.gov.bd/)[[7]](https://www.dscc.gov.bd/)

- **Bangladesh Open Data Portal (data.gov.bd)** — https://data.gov.bd/; API: partial/yes (datasets often downloadable, some programmatic access); update frequency: varies by contributing agency; auth: none/free; granularity: national to sub-national (incl. district/city-level datasets on economy, health, education from BBS and others). Aggregates multiple official sources useful for Dhaka filtering.[[8]](https://guides.library.cornell.edu/c.php?g=412213&p=2809070)

- **ACLED Bangladesh event data + admin boundaries** — acleddata.com (Bangladesh country page; data download requires free myACLED account); API: yes (for registered users); update frequency: ongoing/real-time events; auth: free account required for full access/downloads; granularity: admin1 (Dhaka Division), admin2 (Dhaka District), with location details; use COD-AB boundaries (HDX: data.humdata.org/dataset/cod-ab-bgd) for precise filtering to Dhaka metro (admin levels 0–3 available as shapefiles/GeoJSON). Events include protests, violence, etc., filterable by location.[[9]](https://acleddata.com/country/bangladesh)[[10]](https://data.humdata.org/dataset/cod-ab-bgd)

- **Dhaka Tribune (English news)** — dhakatribune.com (RSS available); API: no (RSS feeds); update frequency: daily/ongoing; auth: none/free; granularity: Dhaka city/national with strong local coverage. Useful for event monitoring; RSS for machine-readable ingestion.[[11]](https://rss.feedspot.com/bangladesh_news_rss_feeds/)

- **Additional local news RSS feeds** (examples covering Dhaka): bdnews24.com, prothomalo.com (Bengali/English), risingbd.com, thedailystar.net, and tbsnews.net (various RSS endpoints like /rss.xml); API: no (RSS); update frequency: daily/ongoing; auth: none/free; granularity: Dhaka metro + national. Bengali sources (e.g., Prothom Alo, Jagonews24) provide local-language coverage.[[11]](https://rss.feedspot.com/bangladesh_news_rss_feeds/)[[12]](https://www.tbsnews.net/tbs-rss)

- **SANEM (South Asian Network on Economic Modelling) youth surveys/reports** — sanemnet.org (or via partnerships like ActionAid); API: no (reports/policy briefs downloadable); update frequency: periodic (e.g., Youth Survey 2025); auth: none/free; granularity: national with urban/youth focus (Dhaka-relevant as capital metro). Covers youth employment, skills, NEET, perceptions on jobs/reforms.[[13]](https://www.linkedin.com/posts/sanemnet_sanem-actionaid-policybriefyouthsurvey-activity-7470119904919289856-4qF_)

- **BIDS (Bangladesh Institute of Development Studies) and similar** — bids.org.bd; API: no (research papers/reports); update frequency: ad-hoc/project-based; auth: none/free; granularity: national/sub-national (urban poverty, labor, Dhaka-specific studies). Complements BBS with deeper urban/youth analysis.[[14]](https://cdn.sida.se/app/uploads/2025/01/27152343/Multidimensional-Poverty-Analysis-Bangladesh-2024_Sida.pdf)

These sources emphasize publicly accessible, non-proprietary data. BBS and ACLED offer the strongest structured/sub-national options; city corporations and news RSS add hyper-local or real-time elements. Verify current availability and exact disaggregation on the sites, as some require registration or requests for microdata.

**No significant Cairo metro-specific developments in the last 60 days (approx. late April–June 27, 2026) that would shift the youth instability picture from the provided national baseline (youth unemployment 15-24 male: 12.9% in 2025; national instability fuse score: 18.4/100).** All available data remains national or urban/rural aggregated, with no granular Cairo governorate or Greater Cairo metropolitan statistics identified.[[1]](https://www.facebook.com/EgyptTodayMag/posts/egypts-unemployment-rate-declined-to-6-of-the-total-labor-force-during-the-first/1444268531048798/)[[2]](https://www.egypttoday.com/Article/1/147185/Unemployment-rate-in-Egypt-declines-to-6-in-Q1-2026)

**1. Local labor market/unemployment data (Cairo metro-specific):** None found. CAPMAS Q1 2026 national report (released ~May 15, 2026) shows overall unemployment at 6.0% (down from 6.2% in Q4 2025), with urban unemployment at 8.4% (improved from 9.7%). Labor force grew to 35.412 million (+1.7%), adding ~583,000 entrants. No youth (15-24) or male-specific breakdowns, and no Cairo/provincial disaggregation. Earlier national youth unemployment (15-24 total) estimates hover around 18.3% (2025 modeled data). Greater Cairo events (e.g., job fairs or training) are promotional rather than data-driven.[[1]](https://www.facebook.com/EgyptTodayMag/posts/egypts-unemployment-rate-declined-to-6-of-the-total-labor-force-during-the-first/1444268531048798/)[[2]](https://www.egypttoday.com/Article/1/147185/Unemployment-rate-in-Egypt-declines-to-6-in-Q1-2026)[[3]](https://english.ahram.org.eg/News/568032.aspx)

**2. Political/security/economic events affecting young men (18-35) in Cairo:** No reports of protests, militia activity, mass layoffs, or major economic shocks specific to Cairo in the period. Broader analyses (e.g., SWP March 2026 report) note ongoing repression, digital controls, and emigration suppressing youth-led protests nationally, with no large-scale events on/around key dates like Jan. 25, 2026. Small-scale or staged actions (often pro-government or Gaza-related) have occurred in prior years but not recently in Cairo metro. Economic pressures remain national.[[4]](https://www.swp-berlin.org/en/publication/mta-spotlight-68-egypts-youth-under-president-al-sisi)

**3. NGO/think-tank reports on Cairo youth (2025 publications):** No new Cairo-focused reports surfaced in the last 60 days. Relevant earlier/national items include:
- ERF-World Bank Development Dialogue (Jan. 20, 2026) on Egypt’s youth jobs challenge (national; notes need for 1.5M annual jobs vs. ~600k created historically).
- SWP Megatrends Spotlight (March 23, 2026) on Egypt’s youth under al-Sisi (national; highlights socio-economic risks but suppressed mobilization).
- BTI 2026 Egypt Country Report (national; covers economic malaise and restricted civic space, with minor past protests in Cairo informal areas).[[5]](https://theforum.erf.org.eg/2026/01/19/empowering-egypts-young-people-for-the-future-of-work/)[[4]](https://www.swp-berlin.org/en/publication/mta-spotlight-68-egypts-youth-under-president-al-sisi)

**4. Internet/mobile infrastructure changes in Cairo:** No new shutdowns, rollouts, or major outages in the last 60 days. A notable past incident (Ramses Exchange fire, July 2025) caused widespread Greater Cairo and national disruptions but is outside the window. Recent social media mentions of minor landline/mobile issues in Greater Cairo appear tied to older or unrelated events.[[6]](https://www.instagram.com/p/DL0DgKatm80/?hl=en)

**Overall assessment:** National urban unemployment trends show modest improvement, but the lack of Cairo-specific youth data and absence of localized triggers (protests, layoffs, infrastructure shocks) suggest stability relative to baseline. No flagged escalatory developments. Sources are primarily CAPMAS via Egypt Today/Ahram (May 2026) and think-tank analyses from early-mid 2026. Further monitoring of CAPMAS releases or local Cairo governorate data recommended for metro granularity.

**CAPMAS (Central Agency for Public Mobilization and Statistics) – Labor Force Survey / Annual Bulletins and other sub-national releases**  
- URL: https://www.capmas.gov.eg/ (or censusinfo.capmas.gov.eg for metadata/catalog)  
- API: No (public downloads or registration-required microdata via partners)  
- Update frequency: Quarterly/annual (LFS bulletins; governorate-level aggregates)  
- Auth required: None for aggregates; free registration for microdata via ERF/OAMDI  
- Geographic granularity: Governorate (Cairo Governorate / urban Cairo disaggregation available in LFS)[[1]](https://ghdx.healthdata.org/organizations/central-agency-public-mobilization-and-statistics-capmas-egypt)[[2]](https://www.erfdataportal.com/index.php/catalog/305)

**Cairo Governorate Official Portal – Statistics section**  
- URL: http://cairo.gov.eg/en/Pages/Statistics.aspx?SubmID=168 (Arabic version also available)  
- API: No  
- Update frequency: Ad hoc / periodic (population estimates, density, age/sex breakdowns as of mid-2025 shown in PDFs)  
- Auth required: None  
- Geographic granularity: Cairo Governorate / neighborhoods (district-level population density, age groups)[[3]](http://cairo.gov.eg/en/Pages/Statistics.aspx?SubmID=168)

**Ministry of Planning and Economic Development – National Accounts / Regional GDP**  
- URL: https://mped.gov.eg/Analytics?lang=en (GDP by Governorate interactive tool)  
- API: No (interactive web queries/downloads)  
- Update frequency: Annual  
- Auth required: None  
- Geographic granularity: Governorate/economic regions (Cairo-specific GDP by activity)[[4]](https://mped.gov.eg/Analytics?lang=en)

**Economic Research Forum (ERF) Data Portal – Harmonized Labor Force Surveys (LFS) and Egypt Labor Market Panel Surveys (ELMPS)**  
- URL: https://www.erfdataportal.com/  
- API: No (microdata downloads after registration)  
- Update frequency: Annual/periodic (LFS quarterly aggregates; panel waves)  
- Auth required: Free registration + data access agreement  
- Geographic granularity: All governorates (including Cairo); urban/rural and individual-level variables for labor/unemployment/youth analysis[[2]](https://www.erfdataportal.com/index.php/catalog/305)[[2]](https://www.erfdataportal.com/index.php/catalog/305)

**ACLED (via admin boundaries and event data)**  
- URL: https://acleddata.com/ (Egypt country page); boundaries via HDX https://data.humdata.org/dataset/cod-ab-egy  
- API: Partial (ACLED API available with free/paid tiers; boundaries downloadable as GeoJSON/SHP)  
- Update frequency: Real-time/weekly updates for events; boundaries static or periodic revisions  
- Auth required: Free registration for ACLED API/data; none for HDX boundaries  
- Geographic granularity: Admin1 (Cairo Governorate as distinct admin1 unit); finer admin2/3 districts available for filtering Cairo events[[5]](https://data.humdata.org/dataset/cod-ab-egy)[[6]](https://acleddata.com/data-use-guide/acled-administrative-divisions)

**Youm7 and Al-Ahram (Arabic) – RSS feeds for local Cairo coverage**  
- URLs: Youm7 (https://www.youm7.com/); Al-Ahram (http://www.ahram.org.eg/ or English mirror)  
- API: No (standard RSS feeds)  
- Update frequency: Real-time / multiple times daily  
- Auth required: None  
- Geographic granularity: National with strong Cairo/Egypt focus (politics, economy, local events, youth/social issues)[[7]](https://rss.feedspot.com/egyptian_news_rss_feeds/)

**Population Council – Survey of Young People in Egypt (SYPE) and related urban/Cairo studies**  
- URL: https://popcouncil.org/project/survey-of-young-people-in-egypt/  
- API: No (reports + data access via request/registration)  
- Update frequency: Periodic waves (2009, 2014, 2016+; Greater Cairo/informal urban focus in later waves)  
- Auth required: None for reports; registration/request for microdata  
- Geographic granularity: National + Greater Cairo / urban informal areas (youth employment, education, poverty, attitudes)[[8]](https://popcouncil.org/project/survey-of-young-people-in-egypt/)

**HDX / COD-AB – Egypt Subnational Administrative Boundaries (for ACLED or other geo-filtering)**  
- URL: https://data.humdata.org/dataset/cod-ab-egy  
- API: No (direct downloads: GeoJSON, SHP, etc.)  
- Update frequency: Periodic (latest version ~2026)  
- Auth required: None  
- Geographic granularity: Admin 0–3 (Admin1 = 27 governorates including Cairo; Admin2/3 for districts within Cairo Governorate)[[5]](https://data.humdata.org/dataset/cod-ab-egy)

These sources emphasize publicly accessible or low-barrier machine-readable or downloadable data at the governorate or sub-governorate level for Cairo. Most lack modern REST APIs; data is typically obtained via downloads, interactive portals, or RSS. Labor and demographic data are strongest via CAPMAS/ERF at governorate resolution. No dedicated municipal open-data API for Cairo was identified beyond the governorate portal’s static PDFs.

**No major developments in the last 60 days (roughly late April–June 27, 2026) indicate a significant shift in youth instability indicators for Lahore metro from the provided baseline (national youth unemployment 15-24 male at 9.4% for 2025; national instability fuse score 19.2/100).** Data remains sparse at the strict Lahore metro/city level; most available figures are provincial (Punjab) or national.[[1]](https://alfred.stlouisfed.org/series?seid=SLUEM1524ZSPAK)[[2]](https://gallup.com.pk/post/34471)

**1. Local labor market/unemployment data (Lahore metro specific):** No new official Lahore city- or metro-specific unemployment rates or labor market reports were identified for 2026. Provincial (Punjab) context includes an older Gallup estimate of overall unemployment at 6.7% with youth (15-29) at 10.9% (higher for educated females); a recent social media reference notes Punjab unemployment exceeding 7% with ~3.5 million working-age unemployed and provincial plans for employment support centers. Pakistan Bureau of Statistics (PBS) Labour Force Survey data is available at broader levels but not newly broken down for Lahore.[[2]](https://gallup.com.pk/post/34471)[[3]](https://www.instagram.com/p/DX8XVH6gLBo/)

**2. Political, security, or economic events affecting young men (18-35) in Lahore:** 
- Muharram observances (Ashura period, peaking around June 25-26, 2026) involved large processions and majalis in Lahore (81 processions and 386 majalis reported on one day), with heavy Punjab Police deployment (tens of thousands province-wide, including Lahore-specific plans and flag marches). Events were reported as peaceful with no major incidents or youth-specific unrest noted. Mobile/internet services were suspended in sensitive areas.[[4]](https://www.dawn.com/news/2010935/new-security-model-for-muharram-executed)[[5]](https://tribune.com.pk/story/2615028/muharram-9-processions-continue-nationwide-under-tight-security)
- Earlier or unrelated protests (e.g., religious/political marches in prior periods or non-Lahore events like Kashmir clashes) do not indicate new youth-driven instability in Lahore. No reports of militia activity, mass layoffs in key Lahore industries (textiles, manufacturing, services), or economic shocks specific to the metro area.[[6]](https://www.osac.gov/Content/Report/714cdee8-620f-4c9b-8a49-1cec2392dad8)
- Broader context (e.g., Gen Z frustrations in Pakistan) exists but lacks Lahore-specific recent triggers or escalations.[[7]](https://www.thenewhumanitarian.org/opinion/2026/03/02/security-minded-pakistan-gen-z-protesters-find-no-outlet-their-discontent)

**3. NGO/think-tank reports on Lahore youth (published 2025 or later):** Limited direct hits. PBS initiated nationwide training (May 16-24, 2026, including Lahore sessions) for the PSLM District-Level Survey 2026–27, which introduces a new Youth Development Index (YDI) module for district-level data on youth (education, health, employment, etc.). This will cover Lahore and support future monitoring but results are not yet available. A University of Lahore symposium (June 6, 2026) discussed youth financial inclusion barriers using nationwide data. Planned youth summits in Lahore (e.g., November–December 2026) are forward-looking events, not analytical reports.[[8]](https://www.instagram.com/reel/DYjAcnAIPtW/)[[9]](https://minutemirror.com.pk/pslm-district-level-survey-2026-training-held-in-lahore-559224/)

**4. Internet/mobile infrastructure changes in Lahore:** Nationwide warnings of slowdowns/outages in mid-May 2026 linked to submarine cable damage (affecting services across Pakistan, including Lahore). Muharram-related partial suspensions of mobile services in sensitive Lahore areas around June 25-26, 2026. No prolonged or youth-targeted shutdowns reported.[[10]](https://www.youtube.com/watch?v=FbO402QMfyE)[[5]](https://tribune.com.pk/story/2615028/muharram-9-processions-continue-nationwide-under-tight-security)

**Overall assessment:** Nothing identified would materially elevate the instability picture for Lahore youth beyond the low baseline fuse score. Ongoing data collection (e.g., PSLM/YDI) may provide more granular Lahore-specific insights later. National figures remain the closest proxy, with no evidence of rapid deterioration locally. Sources primarily include PBS, Dawn, Tribune, Gallup, and official social media channels.

**Bullet list of Lahore-specific (city/provincial) non-inference data sources:**

- **Bureau of Statistics, Punjab (BoS Punjab)**: https://bos.punjab.gov.pk/ — No public API (downloads via site/portal); periodic/annual (e.g., Punjab Development Statistics reports); none/free auth; provincial (Punjab) and some divisional (Lahore Division) granularity, with Lahore-relevant stats on demographics, economy, and development.[[1]](https://bos.punjab.gov.pk/)[[2]](https://bos.punjab.gov.pk/downloads)

- **Pakistan Bureau of Statistics (PBS) Labour Force Survey (LFS)**: https://www.pbs.gov.pk/labour-force-statistics/ — No API (PDF reports + possible microdata access); annual (latest 2024-25); none/free; provincial granularity (Punjab rural/urban breakdowns for labor force, unemployment, youth employment indicators).[[3]](https://www.pbs.gov.pk/labour-force-statistics/)[[4]](https://www.pbs.gov.pk/)

- **Punjab Open Government Data initiatives / BoS data portal references**: https://bos.punjab.gov.pk/ (and related gov portals); partial/no dedicated public API confirmed (focus on downloads and forms); varies by dataset (periodic); none/free; provincial/divisional, with potential Lahore-specific extracts via request or portal.[[5]](https://opendata.com.pk/dataset/bureau-of-statistics-bos-government-of-the-punjab)

- **The Urban Unit (Punjab Planning & Development)**: https://urbanunit.gov.pk/ — No public API (project reports, GIS data, dashboards like AQI); project/periodic updates; none/free; urban/Lahore district and metropolitan granularity (urban planning, master plans, socio-economic surveys, environmental data).[[6]](https://urbanunit.gov.pk/)

- **Lahore-specific news RSS feeds** (e.g., Lahore News, The Lahore Times): https://lahorenews.tv/ and https://www.lhrtimes.com/ (plus major outlets like Dawn/Jang Lahore sections); RSS feeds available (no dedicated news API for most); real-time/daily; none/free; city-level (Lahore-focused coverage, including Urdu-language options).[[7]](https://rss.feedspot.com/pakistan_news_rss_feeds/)

- **ACLED subnational data + Pakistan COD admin boundaries (HDX)**: https://acleddata.com/country/pakistan and https://data.humdata.org/dataset/cod-ab-pak — API available via ACLED (free account for full access); real-time/ongoing events; free (with account); subnational (admin level 1-3; filter to Punjab province or Lahore district boundaries for events).[[8]](https://acleddata.com/country/pakistan)[[9]](https://data.humdata.org/dataset/cod-ab-pak)

- **Additional provincial labor/poverty references** (e.g., Punjab-specific LFS extracts or MPI studies via PBS/BoS): Provincial portals and reports; mostly downloads/PDFs; periodic; none/free; Punjab/Lahore division or district level for unemployment and multidimensional poverty.[[10]](https://labour.punjab.gov.pk/system/files/PET_2013_2.pdf)

No widespread public machine-readable APIs were identified for core statistical bureaus (primarily PDF/Excel downloads or request forms); Lahore Metropolitan Corporation data appears limited to indirect references via provincial sources. ACLED already supports subnational filtering. Verify current access and formats directly, as availability can change.

**No major new developments in the last 60 days (roughly late April to late June 2026) that significantly alter the baseline youth instability picture for Karachi metro (PAK-KHI).** National youth unemployment (15-24) remains around 9.5-9.6% for 2025 per modeled ILO estimates, with limited city-specific data available.[[1]](https://alfred.stlouisfed.org/series?seid=SLUEM1524ZSPAK)[[2]](https://data.worldbank.org/indicator/SL.UEM.1524.ZS?locations=PK)

### 1. Local Labor Market/Unemployment Data Specific to Karachi
- No fresh 2026 Karachi metro or Sindh provincial youth unemployment figures (15-24 or 18-35) were identified. National figures dominate reporting.
- A January 2026 District Vulnerability Index Pakistan (DVIP) report by the Population Council noted Karachi Central (Sindh) had one of the lowest unemployment-to-population ratios nationally at ~6%, contrasting with higher ratios elsewhere in Sindh (e.g., up to 22.7% in Sujawal). This suggests relative labor market resilience in core Karachi districts.[[3]](https://fafen.org/dvip-1-in-4-districts-have-20-unemployment-to-population-ratio/)
- Broader 2025-26 national labor force data (PBS) and related analyses show overall unemployment trends but do not break out Karachi-specific youth metrics.[[4]](https://www.pbs.gov.pk/labour-force-statistics/)

No evidence of mass layoffs in key Karachi industries (e.g., textiles, ports, manufacturing) or acute economic shocks localized to the metro area in the recent period.

### 2. Political/Security/Economic Events Affecting Young Men (18-35)
- **March 2026 protests** (outside the 60-day window): Pro-Iran demonstrations in Karachi following US-Israel strikes turned violent near the US Consulate, with reports of 10+ deaths and dozens injured amid clashes involving young male protesters. These were the most notable recent security incidents tied to youth.[[5]](https://www.aljazeera.com/news/2026/3/2/fury-on-pakistan-streets-20-dead-after-us-israel-strike-kills-khamenei)[[6]](https://fortune.com/2026/03/01/us-consulate-pakistan-karachi-lahore-islamabad-protest-iran-attack/)
- Recent (mid-June 2026 timeframe) national protests by government employees and pensioners over pay/pension cuts amid inflation and IMF pressures do not appear Karachi-specific in available reporting.[[7]](https://www.youtube.com/watch?v=oaaGumBAeyU)
- No reports of militia activity, targeted crackdowns, or youth-focused unrest in Karachi during the last 60 days. The 2026 Pakistan Super League (cricket) included matches in Karachi (March-May), with some fan access restored later, but this was not linked to instability.[[8]](https://en.wikipedia.org/wiki/2026_Pakistan_Super_League)

### 3. NGO/Think-Tank Reports on Karachi Youth (2025)
- No new NGO or think-tank reports specifically on Karachi's youth situation published in 2025 or early 2026 were found. Existing or older resources (e.g., general youth mapping or national analyses) predate the current window. National discussions continue on NEET rates (~28.4% of youth) and graduate unemployment mismatches, but these are not Karachi-disaggregated.[[9]](https://www.facebook.com/ilopakistan/posts/284-of-pakistans-youth-are-in-neet-not-in-education-employment-or-trainingjoin-u/873107941999574/)

### 4. Internet/Mobile Infrastructure Changes in Karachi
- **Slowdowns and maintenance-related disruptions** (countrywide, likely impacting Karachi): Scheduled submarine cable maintenance caused slower speeds and possible outages, e.g., April 9-13, 2026 (Transworld) and May 11-18, 2026 (other cables, including shark-damage reports). Evening peak hours were most affected.[[10]](https://www.facebook.com/ConnectedPakistan/posts/pakistan-may-face-internet-slowdown-for-one-week-starting-tomorrowinternet-users/1381182770711784/)[[11]](https://www.instagram.com/p/DW65Yc4DZpI/)
- Broader connectivity issues tied to diesel shortages, power outages, and telecom tower downtime (30-40% offline in some reports) have been noted nationally in recent months, with potential effects on IT-dependent youth employment, but no full shutdowns or Karachi-exclusive outages documented in the last 60 days.[[12]](https://www.instagram.com/p/DXv6vItFu2p/?hl=en)

**Overall assessment**: No indicators of a significant upward shift in youth instability for Karachi metro relative to the national baseline (9.4% youth unemployment; 19.2/100 fuse score). Karachi Central's low unemployment ratio stands out positively in available district data. Monitoring should continue for any escalation in national economic protests or infrastructure issues that could spill over locally. Sources are primarily from web searches of recent reporting (PBS, Population Council, news outlets); city-specific granularity remains limited.

**Karachi/Sindh-specific non-inference data sources (focusing on public, accessible options beyond the listed country-level ones):**

- **Sindh Bureau of Statistics (SBOS) / Planning & Development Department, Government of Sindh**: sbos.sindh.gov.pk (and related publications like Development Statistics of Sindh PDFs); no public API identified (PDF/machine-readable downloads available); updates vary (e.g., annual or periodic reports like 2020 edition); auth none (public downloads); geographic granularity: Sindh province-wide, with some district/Karachi breakdowns in reports.[[1]](https://sbos.sindh.gov.pk/)[[2]](https://sbos.sindh.gov.pk/files/SBOS/Development%20Statistics/DS-2020%20(25-01-2022).pdf)

- **Sindh Data Portal (SBOS-supported)**: devx1.d4dpak.com; no public API confirmed (web portal with domain-specific insights); update frequency not specified (ongoing development indicators); auth none (public access); geographic granularity: Sindh province, covering sectors like demography, education, health, crimes (potentially filterable to Karachi).[[3]](https://devx1.d4dpak.com/)[[3]](https://devx1.d4dpak.com/)

- **Pakistan Bureau of Statistics (PBS) Labour Force Survey (LFS) and related microdata/reports**: pbs.gov.pk (LFS reports and microdata access); no general public API (downloads/microdata requests); annual or periodic (e.g., 2020–21, 2024–25 editions); auth none/free registration for microdata in some cases; geographic granularity: national/provincial with district-level disaggregation possible in surveys or secondary analyses (e.g., Karachi districts referenced in reports).[[4]](https://www.pbs.gov.pk/)[[5]](https://webapps.ilo.org/surveyLib/index.php/catalog/7929/data-dictionary/FA_PAK_LFS_2021_FULL?file_name=PAK_LFS_2021_FULL)

- **Pakistan COD-AB Subnational Administrative Boundaries (for ACLED filtering)**: data.humdata.org/dataset/cod-ab-pak (GeoJSON/SHP/XLSX downloads); no API (static files); updated periodically (e.g., modified 2026, expected yearly); auth none (public); geographic granularity: admin levels 0–3 for Pakistan, including Sindh province and Karachi districts (enables precise event filtering).[[6]](https://data.humdata.org/dataset/cod-ab-pak)

- **Dawn (English/local coverage, Karachi-focused)**: dawn.com (RSS feed: dawn.com/feeds/home or similar category feeds); no dedicated news API (RSS available); near real-time/continuous updates; auth none; geographic granularity: national with strong Karachi/Sindh coverage (articles/events).[[7]](https://rss.feedspot.com/pakistan_news_rss_feeds/)

- **The Express Tribune (English/local coverage, Karachi-focused)**: tribune.com.pk (RSS feeds e.g., tribune.com.pk/feed/business, /world, etc.); no dedicated news API (RSS available); near real-time/continuous updates; auth none; geographic granularity: national with strong Karachi/Sindh coverage (articles/events).[[8]](https://tribune.com.pk/rss)

- **Karachi Metropolitan Corporation (KMC)**: kmc.gos.pk; no public statistics API identified (budget/tender/law downloads available); updates as needed (e.g., budgets); auth none; geographic granularity: Karachi municipal level (limited statistical indicators).[[9]](https://kmc.gos.pk/)

Additional notes: No prominent public APIs were identified for municipal/provincial stats or labor data (mostly PDFs, portals, or microdata downloads). ACLED itself supports subnational filtering via admin codes/boundaries. Local think tank/NGO projects (e.g., urban poverty or youth tracking) were less prominent in results as structured data sources with APIs/downloads; RSS/news provides event-level signals. Verify current access/status directly, as portals evolve.

**No major shifts from the provided baseline (national youth unemployment 15-24 at 4.4% in 2025; national instability fuse score 19.9/100) identified in Kano metro-specific data or events over the last ~60 days (late April–June 27, 2026).** All available indicators remain national or state-level with limited granular metro (city/provincial) breakdowns. Ongoing low-level insecurity and youth engagement programs continue without evidence of escalation to widespread protests, mass layoffs, or infrastructure disruptions directly tied to youth instability in the metro area.[[1]](https://www.facebook.com/ntanetworknews/videos/newspaper-review-9th-june-2026leadershippolice-arrest-345-suspects-recover-270-w/1073648958556788/)[[2]](https://www.instagram.com/p/DYc-YuxDI8W/)

**1. Local labor market/unemployment data specific to Kano metro:**  
No recent (2026) metro- or city-specific unemployment statistics for ages 15-24 or 18-35 were found. National figures dominate (e.g., modeled youth unemployment ~5.3% for 2025). Kano State maintains a planned 2026 youth skills/entrepreneurship training program targeting at least 50,000 youths (announced earlier in 2026; focuses on practical skills to reduce unemployment). The state budget includes allocations for youth development (~₦687 million–₦1.32 billion range across categories). A Kano State Unemployment Database (KASUDA) portal exists but remains inactive/commissioning stage as of mid-2026. Broader reports note high informality and structural youth job challenges in northern Nigeria, including Kano, but lack fresh local metrics.[[3]](https://www.legit.ng/business-economy/economy/1692012-nigerian-state-set-train-50000-youths-2026-reduce-unemployment/)[[4]](https://kanostate.gov.ng/wp-content/uploads/2026/01/Kano-State-2026-Approved-Budget.pdf)[[5]](https://kasuda.org.ng/)

**2. Political, security, or economic events affecting young men (18-35) in Kano metro:**  
- **May 17, 2026**: Violent protest by residents (including angry youths) in Gwarzo LGA (Kano State) following renewed bandit attacks that killed at least two and injured others in Lakwaya village. Protesters marched to the LGA secretariat, vandalized property, and set the chairman’s office on fire, demanding better security.[[2]](https://www.instagram.com/p/DYc-YuxDI8W/)[[2]](https://www.instagram.com/p/DYc-YuxDI8W/)  
- **Early June 2026 (reported ~June 9)**: Kano police arrested 345 suspects and recovered 270 weapons in operations targeting insecurity (including urban gang violence and rural banditry contexts).[[1]](https://www.facebook.com/ntanetworknews/videos/newspaper-review-9th-june-2026leadershippolice-arrest-345-suspects-recover-270-w/1073648958556788/)[[1]](https://www.facebook.com/ntanetworknews/videos/newspaper-review-9th-june-2026leadershippolice-arrest-345-suspects-recover-270-w/1073648958556788/)  
- Ongoing state responses: “Safe Corridor Programme” has enrolled over 3,040 youths in non-kinetic rehabilitation/empowerment initiatives (with ₦500+ million committed); first pilot phase for 1,000 repentant youths. Kano State Security and Neighborhood Watch Corps recruited/trained ~2,000 young men and women for community policing across 44 LGAs. Mentions of urban gang violence alongside rural banditry as dual challenges. Isolated foiled bandit/kidnap incidents (e.g., Kiru LGA). No reports of mass layoffs, large-scale protests in the metro core, or militia mobilization.[[6]](https://www.facebook.com/comr.ibrahimwaiya/posts/on-thursday-18-june-2026-i-had-the-honour-to-represent-his-excellency-the-execut/2904931809851320/)[[7]](https://guardian.ng/news/insecurity-tears-blood-flow-on-the-road-to-2027-polls/)

**3. NGO or think-tank reports on Kano’s youth situation (published 2025 or 2026):**  
No new Kano-specific NGO/think-tank reports from 2025–2026 directly addressing youth instability hotspots were identified in results. Older/national reports (e.g., 2025 Plan International/ActionAid noting ~80 million unemployed Nigerian youths nationally; ~53% youth unemployment estimate) and a 2025 Acumen/BFA Global study on youth aspirations/decent work (covering Kano among other states) predate the window. State-level youth policy (2023–2027) and summits reference ongoing challenges but are not recent publications.[[8]](https://www.premiumtimesng.com/news/top-news/818817-80m-nigerian-youth-unemployed-report.html)[[9]](https://acumen.org/app/uploads/2025/04/Dignified-Futures.pdf)

**4. Changes to internet/mobile infrastructure in Kano:**  
No shutdowns, targeted outages, or major new rollouts reported in the last 60 days. General complaints persist about poor network/internet access affecting over 6 million people in Kano (contextual social media references). Broader electricity supply issues (e.g., limited daily power in areas like Unguwa Uku) indirectly impact connectivity but are not Kano-specific infrastructure events. No links to security-related blackouts.[[10]](https://www.instagram.com/p/DJxWoHztS--/)

**Overall assessment:** Security operations and youth rehabilitation/recruitment programs indicate continued low-to-moderate pressure from banditry/gang activity and government mitigation efforts. These do not appear to represent a significant escalation or fuse-score shift from baseline. Persistent gaps in local data collection (e.g., active unemployment database) limit precise tracking. No evidence of economic shocks, large protests, or digital disruptions in the metro area. Further monitoring of LGA-level incidents (e.g., Gwarzo) and state youth programs is recommended.

**Kano-specific (city/provincial or state-level) data sources** (beyond the country-level sources already in use):

- **Kano State Bureau of Statistics (KSBS)**: Potential primary source for state-level statistics (sectoral data, publications); referenced via older mentions of http://www.ksbs.ng (site status unclear/unverified in recent checks). No confirmed public API or active machine-readable portal identified. Update frequency: Unknown/irregular. Auth: Likely none if accessible. Granularity: Kano State (possibly LGA-level in reports).[[1]](https://www.facebook.com/aliyuisaaliyu/posts/information-about-the-kano-state-bureau-of-statistics-including-sectoral-data-ac/24826499660303120/)

- **Nigeria National Bureau of Statistics (NBS) Open Data Portal / Labour Force Surveys**: https://nigeria.opendataforafrica.org/ and https://www.nigerianstat.gov.ng/ (plus e-library/microdata.nigerianstat.gov.ng). Provides downloadable state-disaggregated data (e.g., unemployment/underemployment rates for Kano State from NLFS reports, such as Q3 2023 examples around 27% unemployment). No dedicated public API (downloads/visualization focus); some aggregated data exportable. Update frequency: Quarterly (labour force) or periodic surveys. Auth: None (public downloads). Granularity: State-level (Kano); some LGA or sub-state in microdata/specific reports.[[2]](https://www.nigerianstat.gov.ng/)

- **Open States Nigeria – Kano section**: https://openstates.ng/kano (includes budgets, MTEF, supplementary data). Machine-readable downloads (PDF/CSV via API endpoints noted). Update frequency: As published (e.g., annual budgets). Auth: None. Granularity: Kano State / local government areas.[[3]](https://openstates.ng/kano/dataset/1549/kano-state%202023%20supplementary)

- **ACLED (sub-national filtering)**: https://acleddata.com/ (existing source, but usable sub-nationally). No new API needed; filter via admin1 = "Kano" (state) or admin2/LGA names + location for Kano metro/events. Data downloadable (CSV/API with account). Update frequency: Real-time/ongoing. Auth: Free account for full access. Granularity: Admin1 (state), Admin2 (LGA), location-level events.[[4]](https://acleddata.com/methodology/acled-codebook)

- **Daily Trust (news coverage, Kano-focused)**: https://dailytrust.com/ (strong Kano/regional reporting, including Hausa-relevant content via northern editions). RSS feeds available on site (category or search-based). No dedicated API. Update frequency: Daily. Auth: None. Granularity: Kano State/metro events and issues.[[5]](https://dailytrust.com/)

- **UNICEF / North-West Governors’ Forum reports and related (poverty/youth focus)**: UNICEF Nigeria pages and joint communiqués (e.g., multidimensional poverty, social protection in Kano/North-West). Downloadable PDFs/reports. No API. Update frequency: Periodic (project-based). Auth: None. Granularity: State (Kano) and regional.[[6]](https://www.unicef.org/nigeria/press-releases/north-west-governors-commit-scaling-action-child-poverty-and-social-protection)

- **Kano State Youth Policy 2023-2027 and related government documents**: Available via state ministry or Scribd/public archives. PDF downloads. No API. Update frequency: Policy cycle (multi-year). Auth: None. Granularity: Kano State (youth-specific indicators).[[7]](https://www.scribd.com/document/678011956/complete-Kano-State-Youth-Policy)

- **ODI and similar think-tank/NGO reports (Kano poverty focus)**: e.g., ODI Kano State focus papers on poverty/vulnerability (downloadable PDFs). No API. Update frequency: Ad-hoc/project-based. Auth: None. Granularity: Kano State / selected LGAs.[[8]](https://odi.org/documents/356/7391.pdf)

Note: Municipal/city-specific bureaus beyond the state level are limited; most granular public data flows through NBS (state) or ACLED (event-level). Many sources emphasize downloads over APIs; verify ksbs.ng or emerging portals directly as availability can change. Local-language (Hausa) RSS options are sparse in structured form but covered via English outlets like Daily Trust.

**No major shifts from the provided national baseline (youth unemployment 15-24 male: 4.4% in 2025; national instability fuse score: 19.9/100) based on available data for the Lagos metro area.** Lagos state has historically reported lower unemployment than the national average (e.g., 5.5% overall unemployment rate per Statista data referenced in early 2026 publications).[[1]](https://www.statista.com/statistics/1119533/unemployment-rate-in-nigeria-by-state/?srsltid=AfmBOoprF2DVCix42NA8BqHtmpKACNpnxjScyME3A_8bRyjspPxeOjU5)[[2]](https://www.statista.com/statistics/1119533/unemployment-rate-in-nigeria-by-state/?srsltid=AfmBOooEp88LMu07256K34SWl2c9-fd_9oFqXipwjzFktydsivdFgfgL) Official granular state-level labor force data from Nigeria’s National Bureau of Statistics (NBS) has been unavailable since late 2024/early 2025 in some reports, limiting precise 2026 metro updates.[[3]](https://fij.ng/article/nigerias-biggest-economic-threat-is-unemployment-but-data-to-guide-policy-missing-for-14-months/)

**Local labor market/unemployment (Lagos metro-specific):** No new official 2026 unemployment figures specific to Lagos metro or state were identified in recent sources. Broader African youth employment outlooks (e.g., Mastercard Foundation, February 2026) note high informality and urban transitions but lack Lagos granularity.[[4]](https://mastercardfdn.org/en/our-research/africa-youth-employment-outlook-2026/) On June 8, 2026, federal and Lagos state officials highlighted ongoing TVET (Technical and Vocational Education and Training) reforms at a conference in Lagos to address youth unemployment and skills gaps.[[5]](https://www.youtube.com/watch?v=bHH0xeVlkcI)

**Political, security, or economic events (affecting young men 18-35):** The most notable development was peaceful protests on June 12, 2026 (Democracy Day) in Lagos, involving hundreds of participants including civil society organizations, youth groups, trade unions, and activists (e.g., led by Femi Falana). Demonstrators marched (e.g., from Ikeja Under Bridge toward the Lagos State House of Assembly) demanding action on insecurity, economic hardship, high cost of living, job creation, and related issues. Security was tight, with no reported violence or major crackdowns specific to Lagos.[[6]](https://www.instagram.com/p/DZchVtSMSH9/)[[7]](https://www.facebook.com/silverbirdtelevision/posts/hundreds-of-protesters-gathered-in-lagos-on-friday-june-12-2026-to-demand-urgent/1450967097048570/)[[8]](https://www.facebook.com/punchnewspaper/posts/civil-society-groups-march-against-insecurity-and-economic-hardship-in-lagoscivi/1460731886090990/)[[9]](https://www.bbc.com/pidgin/articles/cy4ep581082o) These protests directly involved young people and highlighted discontent that could locally amplify instability risks among young men, though they remained contained. No reports of militia activity, mass layoffs in key Lagos industries, or other major economic shocks in the metro area during the period.

**NGO/think-tank reports on Lagos youth (2025 publications or later):** Limited new 2025–2026 Lagos-specific reports surfaced. An Afrobarometer analysis (published June 16, 2025) on Nigerian youth (national, including urban areas like Lagos) found ~23% of those aged 18–35 self-reporting as unemployed and actively seeking work, alongside calls for government action on jobs and living costs.[[10]](https://www.afrobarometer.org/wp-content/uploads/2025/06/AD998-Nigerian-youth-want-government-action-on-jobs-and-cost-of-living-Afrobarometer-16june25.pdf) Broader or older references (e.g., Brookings on Lagos initiatives) exist but predate the scope. No major new 2026 Lagos-focused NGO/think-tank publications were identified in results.

**Internet/mobile infrastructure changes:** A temporary MTN Nigeria network outage/disruption occurred in parts of Lagos state around May 4–5, 2026, attributed to a fiber cut; it affected calls, internet, and services for some subscribers but was resolved without indication of a broader shutdown.[[11]](https://www.instagram.com/p/DX7hcRriIVB/?hl=en)[[12]](https://www.tvcnews.tv/mtn-announces-network-disruption-in-parts-of-lagos/) No other significant outages, rollouts, or government-directed disruptions specific to Lagos were noted in the last 60 days.

**Summary flag:** The June 12 protests represent the clearest recent signal of youth economic and security grievances in Lagos, which could modestly elevate local instability perceptions relative to the national baseline (particularly among 18–35 males), even if contained. No evidence of sharp deteriorations in unemployment, infrastructure, or other indicators. Sources primarily include news reports on protests (e.g., via Instagram/Facebook posts from outlets like Vanguard, BBC Pidgin, Punch) and Statista/Brookings references; official NBS data gaps persist. For deeper verification, direct NBS or Lagos State Employment Trust Fund (LSETF) portals are recommended.

**Lagos Bureau of Statistics (LBS) / EKO 360 Open Data Portal**  
- https://eko360.ng/datasetspage (or lagosmepb.org/lagos-bureau-of-statistics/ for reports)  
- API: No (primarily datasets/downloads and reports, some in testing phase)  
- Update frequency: Irregular/variable (reports like CPI, price bulletins, demographic data)  
- Auth required: None  
- Geographic granularity: Lagos State / LGAs  

**Nigeria National Bureau of Statistics (NBS) Open Data Portal / Labour Force Statistics**  
- https://nigeria.opendataforafrica.org/ and https://www.nigerianstat.gov.ng/ (Labour Force Survey reports/microdata)  
- API: Partial (aggregated data portal with filters/downloads; microdata archive available)  
- Update frequency: Quarterly/annual for labour/unemployment  
- Auth required: None (free registration for some microdata)  
- Geographic granularity: State-level (Lagos disaggregated in reports; some LGA potential via surveys)  

**Nigerian news outlets RSS feeds (Lagos-based, e.g., Vanguard, The Guardian Nigeria, Premium Times, Channels TV, P.M. News)**  
- Examples: https://rss.feedspot.com/nigeria_news_rss_feeds/ (aggregator); direct feeds from vanguardngr.com, guardian.ng, etc.  
- API: No (RSS feeds standard; commercial News APIs like newsapi.org support country=ng)  
- Update frequency: Daily/real-time  
- Auth required: None (RSS); API keys often free tier  
- Geographic granularity: National with strong Lagos/metro coverage (events, local issues)  

**ACLED (Armed Conflict Location & Event Data Project) – Nigeria dataset**  
- https://acleddata.com/country/nigeria (data export/download)  
- API: Partial (data export tools; full API access for registered users)  
- Update frequency: Weekly (real-time coding)  
- Auth required: Free registration (none for basic downloads)  
- Geographic granularity: Admin1 (Lagos State), Admin2 (LGAs), location-level; filter via state/admin codes or boundaries (GADM integration available)  

**Lagos State Employment Trust Fund (LSETF) analyses / related NBS-derived Lagos reports**  
- LSETF publications or NBS-linked analyses (e.g., 2023 Annual Labour Force Survey breakdowns)  
- API: No (PDF/reports)  
- Update frequency: Annual or ad-hoc  
- Auth required: None  
- Geographic granularity: Lagos State (youth unemployment, labour metrics)  

**Additional notes**:  
- No dedicated public API found for LBS/EKO 360 (focus on downloads/datasets); NBS provides the strongest sub-national labour data via state-level reports.  
- News RSS/APIs are the most accessible real-time local source.  
- ACLED supports precise Lagos filtering via admin1="Lagos" or equivalent codes.  
- Think tank/NGO-specific real-time Lagos youth trackers are limited; most rely on NBS data (e.g., Brookings or NISER analyses). Spatial data like LSSDI exists but is geospatial-focused.

**No major recent developments (last ~60 days, i.e., late April–June 26, 2026) were identified that provide Delhi NCR-specific youth (15-24/18-35) unemployment or labor market data, or that indicate significant shifts in instability indicators from the national baseline (youth unemployment 15.5% for males 15-24 in 2025; national instability fuse score 21.9/100).**[[1]](https://www.youtube.com/watch?v=Jt4HSwpaCiA)[[2]](https://www.facebook.com/azimpremjiuniversity/posts/the-state-of-working-india-2026-report-is-now-outthis-edition-focuses-on-youth-i/1253267790320228/)

Searches for localized Delhi NCR metro/provincial stats (city-level or NCR-specific like NCT Delhi, Faridabad, Gurgaon/Noida) on unemployment, labor force participation, or employment reports in 2026 returned primarily national-level sources. No granular metro-area figures were located.[[3]](https://www.instagram.com/p/DYtzZ0fvwvc/)[[4]](https://m.thewire.in/article/economy/nearly-40-of-indian-graduates-under-the-age-of-25-are-unemployed-azim-premji-report)

### Key Relevant Items Identified
- **Internet/mobile infrastructure (minor/relevant to potential unrest monitoring)**: 
  - Internet shutdown imposed in Faridabad (Haryana, part of Delhi NCR) on or around May 30, 2026, amid a demolition drive. Faridabad is in the NCR metro area.[[5]](https://internetshutdowns.in/)[[5]](https://internetshutdowns.in/)
  - Technical/service outage impacting Delhi-NCR connectivity starting Thursday afternoon June 4, 2026, spilling into Friday morning (details sparse; appears non-government-directed).[[6]](https://x.com/PaidFreeDroid/status/2062784656022593811)[[6]](https://x.com/PaidFreeDroid/status/2062784656022593811)
  - NCT of Delhi has recorded a total of 4 internet shutdowns (historical tracker data, not all recent). No widespread or prolonged shutdowns or new rollouts/outages flagged beyond the above in the period.[[5]](https://internetshutdowns.in/)

- **State of Working India 2026 report (Azim Premji University)**: Released ~March 17, 2026 (events in Delhi and Bangalore), with a focus on national youth labor market transitions (“Pathways from Learning to Earning”). It highlights persistent high graduate unemployment (35–40% for ages 15-25 nationally; ~20% for 25-29), education-employment mismatches, and challenges for young workers. No Delhi NCR-specific statistics or breakdowns are referenced in available summaries or the report landing page. This falls outside the strict last-60-day window and is national in scope.[[1]](https://www.youtube.com/watch?v=Jt4HSwpaCiA)[[2]](https://www.facebook.com/azimpremjiuniversity/posts/the-state-of-working-india-2026-report-is-now-outthis-edition-focuses-on-youth-i/1253267790320228/)[[4]](https://m.thewire.in/article/economy/nearly-40-of-indian-graduates-under-the-age-of-25-are-unemployed-azim-premji-report)[[7]](https://azimpremjiuniversity.edu.in/publications/2026/report/swi-2026)

- **Political/security/economic events affecting young men (18-35)**: No reports of protests, demonstrations, strikes, militia activity, mass layoffs in city industries, or related crackdowns specifically in Delhi NCR tied to youth in the recent period. Broader national youth employment discussions (e.g., graduate joblessness) exist but lack local Delhi NCR linkage or recency.[[4]](https://m.thewire.in/article/economy/nearly-40-of-indian-graduates-under-the-age-of-25-are-unemployed-azim-premji-report)

- **NGO/think-tank reports on Delhi NCR youth (2025–2026)**: None identified that are localized to the metro area or published/released in the relevant timeframe. National reports dominate available results.

**Assessment**: Nothing located would materially alter the baseline instability picture for Delhi NCR. The limited infrastructure incidents (one security-related shutdown in Faridabad; one technical outage) are localized and do not indicate broader youth-driven unrest or economic shocks. Persistent national youth employment challenges are documented but not tied to fresh Delhi NCR data or events. Continued monitoring of local PLFS releases or NCR-specific labor surveys is recommended, as metro-level granularity remains scarce in public sources. Sources primarily include trackers like SFLC.in and academic report pages; URLs cited above.

**Here are relevant Delhi NCR-specific (city/provincial or sub-national) non-inference data sources, based on current web-available information (as of mid-2026).** These focus on public statistics, labor, news, and conflict data suitable for youth instability tracking. Details on API, frequency, auth, and granularity are noted where verifiable; many Indian govt sources emphasize downloads over full APIs.[[1]](https://www.data.gov.in/)[[2]](https://rss.feedspot.com/indian_news_rss_feeds/)

- **data.gov.in (India Open Government Data Platform)**: https://www.data.gov.in/ — Aggregates datasets from central/state/UT bodies, including Delhi NCR stats on demographics, economy, urban indicators. API: yes (many datasets offer web services/APIs; 800+ listed). Update frequency: varies by dataset (often annual or as released). Auth: none or free registration. Geographic granularity: national to state/UT/city/district level (Delhi-specific filters available).[[1]](https://www.data.gov.in/)

- **MoSPI / NSO Periodic Labour Force Survey (PLFS) and related releases**: https://www.mospi.gov.in/ (reports/microdata at microdata.gov.in) — Primary source for labor/unemployment indicators; state/UT-level (Delhi as NCT) with rural/urban splits; proposals and pilots for city-level reports on 47 million-plus cities (including Delhi NCR). API: no (primarily PDF reports, Excel downloads, and microdata access). Update frequency: monthly bulletins (urban CWS indicators), quarterly/annual. Auth: none for reports; registration for microdata. Geographic granularity: national/state/UT; emerging city-level for million-plus urban areas.[[3]](https://www.mospi.gov.in/national-sample-survey-office)[[4]](https://www.mospi.gov.in/uploads/announcements/announcements_1777024830001_327ffffc-25ef-47b9-a22d-a4e5dda2a14e_Consultation_paper_on_City-Level_Statistical_Reports_for_Million-Plus_Cities_(2).pdf)

- **Census of India tables (Delhi-specific)**: https://censusindia.gov.in/ — Population, housing, and socio-economic tables disaggregated for NCT of Delhi. API: partial (some access via Census Digital Library API noted). Update frequency: decennial (with occasional projections or sample surveys). Auth: none. Geographic granularity: state/UT (Delhi), district, and sub-district levels.[[5]](https://censusindia.gov.in/census.website/data/census-tables)

- **Times of India Delhi RSS feed (and similar English/Hindi outlets)**: http://timesofindia.indiatimes.com/rssfeeds/-2128839596.cms (Delhi city feed); broader Indian news RSS lists include Zee News, India TV, etc. API: no (RSS feeds are machine-readable syndication). Update frequency: near real-time (as published). Auth: none. Geographic granularity: city-specific (Delhi) or national with local sections.[[6]](https://timesofindia.indiatimes.com/rss.cms)

- **ACLED (Armed Conflict Location & Event Data Project) India data**: https://acleddata.com/ — Global conflict/protest events; filterable to Delhi NCR via admin1/admin2 fields (e.g., admin1 = Delhi or specific NCR districts like Gurugram, Noida). API: yes (available post free registration; also bulk CSV/Excel exports). Update frequency: weekly. Auth: free registration required (non-commercial use). Geographic granularity: sub-national admin levels (admin1/state-equivalent to admin3).[[7]](https://acleddata.com/methodology/acled-codebook)[[8]](https://atlas.co/data-sources/acled-armed-conflict-location-event-data/)

- **OpenCity.in (Government of Delhi datasets)**: https://data.opencity.in/dataset/?organization=government-of-delhi — Curated Delhi govt data (budgets, births, education, maps). API: yes (CKAN-based API). Update frequency: varies. Auth: none. Geographic granularity: Delhi municipal/district/village level.[[9]](https://data.opencity.in/dataset/?organization=government-of-delhi)

**Notes**: No dedicated public API-heavy municipal statistics bureau for Delhi NCR was identified beyond the above portals (MCD/NDMC sites focus more on services than bulk stats). Specific think tank/NGO youth or urban poverty trackers for Delhi NCR yielded limited public machine-readable sources in searches. PLFS city-level expansions are in planning/pilot stages. Always verify current access/terms directly, as govt portals evolve.

**No significant recent developments (last ~60 days, i.e., since late April 2026) were identified in searches for Lucknow (Uttar Pradesh) metro-specific youth instability indicators.** Results were sparse or irrelevant to the scope (local labor data, events affecting young men 18-35, 2025 NGO/think-tank reports on youth, or infrastructure changes). No evidence was found of major shifts from the provided national baseline (youth unemployment 15.5% for 15-24 males in 2025; instability fuse score 21.9/100).[[1]](https://internetshutdowns.in/)[[2]](https://www.unsdsn.org/)

### 1. Local labor market/unemployment data
No Lucknow- or Uttar Pradesh metro-specific youth unemployment rates, CMIE/PLFS-style local stats, or labor market reports from 2026 were located. Searches primarily surfaced national or unrelated content. Broader 2026 global/US layoff discussions (e.g., tech sector exceeding 100,000 cuts early in the year) do not reference Indian or Lucknow industries.[[3]](https://www.youtube.com/watch?v=cUxJ1zocn68)

### 2. Political/security/economic events affecting young men
No reports of protests, demonstrations, unrest, militia activity, mass layoffs in local industries, or economic shocks specific to Lucknow in April–June 2026. General NGO workshops and training events in Lucknow (e.g., March 2026 state workshop on social welfare or adolescent outreach) were noted but predate the 60-day window and do not indicate instability.[[4]](https://www.instagram.com/p/DWTe4LGjJrV/)

### 3. NGO/think-tank reports on youth situation (2025)
Limited 2025–2026 NGO activity in Lucknow/UP appears in results (e.g., Population Foundation of India workshops with adolescents; Bal Raksha Bharat projects like Honda ki Pathshala or Sakhi Initiative focused on education and menstrual health; SDSN mentions of local schools). These are not instability-focused reports and lack 2025 publication dates tied directly to youth unemployment or conflict risks.[[5]](https://balrakshabharat.org/uttar-pradesh-projects/)[[6]](https://www.populationfoundation.in/)

### 4. Internet/mobile infrastructure changes
Uttar Pradesh has a historical total of 37 tracked internet shutdowns (per SFLC.in tracker), but no specific Lucknow or recent (2026) shutdowns, rollouts, or outages tied to the metro area were identified. Recent national/global outage reports do not reference the location.[[1]](https://internetshutdowns.in/)

**Overall assessment**: The lack of localized signals suggests the instability picture for Lucknow remains aligned with the national baseline, with no flagged escalations in the specified categories. Continued monitoring of official UP labor statistics, local news, or SFLC.in for shutdowns is recommended.

**Here are Lucknow (Uttar Pradesh)-specific or sub-national sources** (focusing on municipal/provincial, labor, news, monitoring projects, and ACLED filtering). These are drawn from government portals, official statistical offices, and news outlets. City-level granularity is rare (most are state/district/NSS-region level); Lucknow-specific data often falls under Uttar Pradesh (UP) or Lucknow district/admin units.[[1]](https://data.gov.in/)[[2]](https://updes.up.nic.in/)

- **Open Government Data (OGD) Platform India (data.gov.in)**: Central portal aggregating Indian govt datasets, including labour/employment, economy, and state/UT data (UP/Lucknow-relevant via searches). URL: https://www.data.gov.in/. API: Yes (hundreds of thousands of APIs/web services available; also CSV/Excel downloads). Update frequency: Varies by dataset (frequent for official releases). Auth required: None (public; registration for some advanced use). Geographic granularity: National to state/UT/district/urban local body levels.[[1]](https://data.gov.in/)

- **National Data and Analytics Platform (NDAP, NITI Aayog)**: Indian govt data hub with sub-national economic, social, and labour indicators (searchable/filterable for UP). URL: https://ndap.niti.gov.in/. API: Partial/yes (platform supports data access; downloads primary). Update frequency: Varies (aligned with source releases, e.g., annual/periodic surveys). Auth required: None (public access). Geographic granularity: National to state/district levels.[[3]](https://ndap.niti.gov.in/)

- **Directorate of Economics and Statistics (DES/DESD), Government of Uttar Pradesh (updes.up.nic.in)**: Provincial stats bureau for UP; covers state/district income, socio-economic surveys, statistical abstracts/diaries, prices/wages, and dashboards (includes Lucknow district data). URL: https://updes.up.nic.in/ (and subpages like https://updes.up.nic.in/esd/). API: No (primarily publications, PDFs, and data tables for download). Update frequency: Annual/periodic (e.g., Statistical Diary/Abstract, district domestic product). Auth required: None (public downloads). Geographic granularity: State (UP) and district (including Lucknow) levels.[[2]](https://updes.up.nic.in/)[[4]](https://updes.up.nic.in/esd/index.htm)

- **National Statistical Office (NSO/MoSPI) Periodic Labour Force Survey (PLFS) via microdata.gov.in or mospi.gov.in**: Sub-national labour/unemployment data (LFPR, unemployment rates, etc.) at state (UP) and sometimes NSS region/district levels; unit-level microdata available. URL: https://microdata.gov.in/NADA/index.php/catalog/PLFS or https://www.mospi.gov.in/. API: No (microdata downloads, reports, and tables in Excel/PDF). Update frequency: Quarterly (some) and annual reports. Auth required: None (public; registration for microdata). Geographic granularity: National/state (UP)/NSS regions; limited district disaggregation in aggregates.[[5]](https://microdata.gov.in/NADA/index.php/catalog/PLFS)

- **Times of India Lucknow RSS Feed**: Local English news covering Lucknow/UP events (instability, youth, urban issues). URL: http://timesofindia.indiatimes.com/rssfeeds/-2128819658.cms. API: No (standard RSS feed). Update frequency: Real-time/ongoing (multiple daily updates). Auth required: None. Geographic granularity: City (Lucknow)-specific.[[6]](https://timesofindia.indiatimes.com/rss.cms)

- **Amar Ujala Lucknow/UP RSS Feeds**: Local Hindi news feeds for Lucknow and Uttar Pradesh (strong coverage of regional youth, poverty, and crisis topics). URLs: https://www.amarujala.com/rss/lucknow.xml and https://www.amarujala.com/rss/uttar-pradesh.xml. API: No (standard RSS feeds). Update frequency: Real-time/ongoing. Auth required: None. Geographic granularity: City (Lucknow) and state (UP) levels.[[7]](https://www.amarujala.com/rss)

- **ACLED (Armed Conflict Location & Event Data Project)**: Global event data with sub-national admin codes; filter via admin1 (Uttar Pradesh state) and admin2 (Lucknow district) fields, plus geo-coordinates for precise Lucknow metro events. URL: https://acleddata.com/ (data access/downloads). API: Partial (API access for some users; full datasets via download/portal). Update frequency: Ongoing/real-time with periodic releases. Auth required: None/free (public datasets; registration for full API). Geographic granularity: Admin1 (state), admin2 (district), with location details suitable for Lucknow filtering.[[8]](https://acleddata.com/sites/default/files/wp-content-archive/uploads/dlm_uploads/2023/06/ACLED_Codebook_2023.pdf)[[9]](https://www.cacgeoportal.com/datasets/0ed2adbeb476430e969d5bc4261eaf06_0/about)

**Notes**: No dedicated Lucknow Municipal Corporation public API or highly granular city-level open data portal was identified in searches (most municipal data routes through state/central portals like data.gov.in or UP DES). Specific think tank/NGO/academic trackers for Lucknow youth instability were not prominently surfaced in results (broader UP or India-focused projects may exist but lack public Lucknow-specific APIs/downloads). All listed sources emphasize public/machine-readable access where possible. Verify current status on sites, as APIs/downloads can change.

**No Kinshasa-specific labor market or unemployment data (metro/provincial level) was identified in recent searches for 2025–2026.** National baseline figures (youth unemployment 15-24 male at 9.8% in 2025) remain the most recent available; no updates or localized stats (e.g., city-level rates or industry-specific figures) surfaced for Kinshasa.[[1]](https://cd.usembassy.gov/demonstration-alert-u-s-embassy-kinshasa-democratic-republic-of-the-congo-june-1-2026/)

**Political/security developments in Kinshasa (June 2026) directly relevant to youth (18-35, especially young men):** Opposition-led actions against proposed constitutional changes (viewed as potentially enabling President Félix Tshisekedi to seek a third term) included a “ville morte” (general strike/shutdown) on June 3, 2026, called by opposition parties. A follow-up demonstration supporting the changes was planned for June 5, 2026 (starting from areas like 1st Rue Limete Cohydro). On June 12, 2026, violent clashes occurred outside Parliament during an opposition coalition (C64) rally; police dispersed crowds with tear gas and live ammunition after fights between opposition supporters and pro-government activists (protesters threw rocks). Demonstrations can escalate quickly, with road blockages possible. These events fall squarely within the last 60 days and involve urban mobilization that could affect or draw in young men.[[1]](https://cd.usembassy.gov/demonstration-alert-u-s-embassy-kinshasa-democratic-republic-of-the-congo-june-1-2026/)

Earlier incidents (outside the strict 60-day window but noted for context) include February 2026 protests on Route des Poids Lourds and an April 2026 Human Rights Watch report on peaceful protesters facing military trials (though the specific case was in Ituri province, not Kinshasa).[[2]](https://www.hrw.org/news/2026/04/21/peaceful-protesters-face-military-trial-in-dr-congo)

No reports of militia activity, mass layoffs in city industries, or major economic shocks specific to Kinshasa in the recent period were found.

**NGO/think-tank reports on Kinshasa youth (published 2025):** No dedicated 2025 reports focused on Kinshasa’s youth situation (employment, instability, or related indicators) were located in searches.

**Internet/mobile infrastructure changes in Kinshasa:** No shutdowns, major outages, or new rollouts specific to Kinshasa/DRC in the last 60 days (or late 2025–2026) were identified. Related incidents (e.g., nationwide mobile/internet disruptions) occurred in the Republic of Congo (not DRC) around its March 2026 presidential election; DRC-specific mentions were limited to earlier or non-Kinshasa contexts.[[3]](https://www.accessnow.org/press-release/resilience-and-resistance-internet-shutdowns-in-africa-in-2025/)

**Assessment vs. baseline (national youth unemployment 9.8% 2025; instability fuse 24.1/100):** The June 2026 Kinshasa protests and clashes represent a notable localized political flare-up that could elevate short-term instability risks for urban youth through direct participation, security responses, or related economic disruption (e.g., strike impacts). No quantitative shifts in employment data or infrastructure were found that would alter the baseline picture. Sources are primarily news wires and embassy alerts from June 2026. Further monitoring of escalation or youth-specific involvement in these events is warranted.

**Limited Kinshasa-specific (city/provincial) public data sources exist beyond the country-level ones already in use.** DRC data infrastructure is generally weak at sub-national levels, with most official statistics remaining aggregated or infrequently updated. No dedicated public API or robust machine-readable municipal/provincial statistics portal for Kinshasa was identified. Below is a bullet list of the most relevant accessible sources matching the requested categories (based on current web availability as of mid-2026).

- **Institut National de la Statistique (INS) – Democratic Republic of the Congo**: National statistics office (Kinshasa-based); http://www.ins-rdc.org/ (note: site appears inactive or redirected in recent checks). No public API; limited machine-readable downloads or sub-national disaggregation (mostly national or select provincial estimates in reports/surveys). Update frequency: irregular (census/survey-based, e.g., every 5–10+ years). Auth: none (public site). Geographic granularity: national, with occasional province-level (Kinshasa province possible in some datasets).[[1]](https://ghdx.healthdata.org/organizations/national-institute-statistics-congo-dr)[[2]](https://www.developmentaid.org/organizations/view/149169/national-institute-of-statistics-ins-congo)

- **HDX / OCHA DRC Administrative Boundaries (COD-AB)**: Sub-national admin boundaries dataset (levels 0–3). https://data.humdata.org/dataset/cod-ab-cod. No dedicated API (download-focused); shapefiles/GeoJSON/XLSX available. Update frequency: periodic (latest versions ~2024–2026). Auth: none (free registration sometimes for bulk). Geographic granularity: Admin 1 (provinces, including Kinshasa province), down to lower levels; ideal for filtering ACLED or other event data to Kinshasa metro/area.[[3]](https://data.humdata.org/dataset/cod-ab-cod)

- **GRID3 DRC Geospatial Data**: Population estimates, settlements, boundaries, and infrastructure (includes Kinshasa province). https://grid3.org/geospatial-data-drc. Download-focused (no prominent API). Update frequency: ongoing mapping (updated as of 2026 for select provinces). Auth: none/free. Geographic granularity: Provincial (Kinshasa) and sub-provincial/settlement level.[[4]](https://grid3.org/geospatial-data-drc)

- **Radio Okapi RSS Feed**: UN-supported local news (French, covers Kinshasa extensively, with some Lingala elements). https://www.radiookapi.net/ (RSS: http://feeds.feedburner.com/radiookapi/actu?format=xml). RSS feed available (no full API). Update frequency: daily/multiple times per day. Auth: none. Geographic granularity: National with strong Kinshasa/urban focus in articles.[[5]](https://www.radiookapi.net/content/fil-rss)[[6]](https://guides.library.stanford.edu/congo-drc-news-newspapers-online)

- **Journal de Kinshasa RSS Feed**: Local Kinshasa-focused news (French, political/socio-economic). https://www.journaldekinshasa.com/feed/. RSS feed available (no API). Update frequency: regular (news-site typical). Auth: none. Geographic granularity: Kinshasa/DRC capital metro emphasis.[[7]](https://rss.feedspot.com/democratic_republic_of_the_congo_news_rss_feeds/)

- **Other DRC News RSS Options** (Kinshasa-relevant): Actu RDC, Capsud.net, ACP Congo (via aggregators like Feedspot lists). Various RSS feeds (e.g., https://rss.feedspot.com/democratic_republic_of_the_congo_news_rss_feeds/). No dedicated APIs. Update frequency: daily. Auth: none. Geographic granularity: National/urban DRC with Kinshasa coverage.[[7]](https://rss.feedspot.com/democratic_republic_of_the_congo_news_rss_feeds/)

- **ACLED DRC Data with Admin Boundaries**: Event data filterable via admin codes/boundaries (Kinshasa province as distinct admin unit). https://acleddata.com/country/democratic-republic-congo (free account for full access). API/structured export available (partial via platform tools). Update frequency: near real-time/weekly updates. Auth: free account required for advanced features. Geographic granularity: Sub-national (province/admin level, filterable to Kinshasa via COD-AB boundaries).[[8]](https://acleddata.com/country/democratic-republic-congo)

No dedicated municipal statistics bureau or public API for Kinshasa province/city was located, nor consistent sub-national labor/unemployment disaggregation from INS (most labor data remains national or modeled/ILO estimates). Think tank/NGO projects (e.g., WFP food security, UNICEF-supported poverty studies, or GRID3) often produce one-off or province-level reports but lack ongoing public APIs or machine-readable Kinshasa-specific trackers. Local-language (Lingala) feeds are limited compared to French sources. For labor data, supplement with province-level boundary filtering on available surveys where possible.

**No specific local labor market or unemployment data for Khartoum metro (city/provincial level) was identified in recent sources.** The provided national baseline (youth unemployment 15-24 male at 11.8% in 2022) remains the most recent cited figure; no 2025–2026 updates specific to Khartoum were found.[[1]](https://reliefweb.int/report/sudan/sudan-crisis-situation-analysis-period-300326-050426)[[2]](https://www.securitycouncilreport.org/monthly-forecast/2026-06/sudan-39.php)

**Security and political/economic events affecting young men (18-35) in Khartoum metro (last ~60 days, late April–late June 2026):**  
SAF maintains control of Khartoum (regained around March 2025 after RSF occupation). However, RSF drone attacks have resumed pressure on the capital after a period of relative calm. Key incidents include:  
- Drone strikes on Khartoum International Airport and military installations on or around 4 May 2026, disrupting all flights.[[2]](https://www.securitycouncilreport.org/monthly-forecast/2026-06/sudan-39.php)[[3]](https://www.cfr.org/global-conflict-tracker/conflict/power-struggle-sudan)  
- Additional drone strikes reported across various parts of Khartoum and twin city Omdurman from 28 April to 5 May 2026.[[2]](https://www.securitycouncilreport.org/monthly-forecast/2026-06/sudan-39.php)[[4]](https://orsam.org.tr/en/yayinlar/major-attacks-in-the-sudan-war-may-2026/)  

Sudan accused Ethiopia and the UAE of facilitating these attacks (both denied involvement). These strikes represent an escalation in aerial threats to SAF-held Khartoum, with potential for economic disruption (e.g., airport operations, military sites), civilian casualties, and renewed instability. Nationally, drone-related civilian deaths exceeded 1,000 in the first five months of 2026, reflecting a sharp rise in such attacks.[[3]](https://www.cfr.org/global-conflict-tracker/conflict/power-struggle-sudan)  

Other notes: An EU delegation visited Khartoum on 15 June 2026 for talks with SAF leader Abdel Fattah al-Burhan. Residents have been returning to parts of the capital, but risks from unexploded ordnance persist. No reports of large-scale protests, militia ground activity, mass layoffs, or specific crackdowns targeting young men in Khartoum metro during this window.[[3]](https://www.cfr.org/global-conflict-tracker/conflict/power-struggle-sudan)

**NGO or think-tank reports on Khartoum’s youth situation published in 2025:** No new reports specifically focused on Khartoum youth (or updates shifting the baseline instability picture) were identified in the results. Broader conflict reporting notes the continued role of youth in pro-democracy efforts and local humanitarian response (e.g., Emergency Response Rooms), amid ongoing national-level violence and polarization.[[5]](https://www.chathamhouse.org/2025/09/why-ending-war-sudan-should-be-higher-priority-west)

**Internet/mobile infrastructure changes in Khartoum:** No reports of shutdowns, major outages, or new rollouts specific to Khartoum in the last 60 days. Earlier patterns (e.g., short exam-related mobile disruptions in July 2025 or fibre issues in September 2025) predate the current window; connectivity challenges have been chronic due to the wider conflict but appear stable in recent Khartoum-specific coverage.[[6]](https://en.wikipedia.org/wiki/Internet_shutdowns_in_Sudan)

**Overall assessment vs. baseline:** No major shifts in youth unemployment data. The primary development is renewed RSF drone activity targeting Khartoum metro (late April–early May 2026), which introduces fresh security and potential economic risks after SAF consolidation of the capital. This could elevate local instability for young men through heightened aerial threats, disrupted services, and civilian harm, though ground-level militia activity or protests were not reported in the period. Sources primarily cover national or broader conflict dynamics rather than granular Khartoum youth metrics. Further monitoring of humanitarian and security updates is recommended.

**No dedicated public municipal statistics bureau or API for Khartoum metro/provincial level was identified** (CBS is national/federal; conflict since 2023 has severely limited new sub-national releases). Sub-national data is sparse overall due to the ongoing crisis. Here are the most relevant accessible sources matching the requested categories (based on public web sources as of mid-2026):

- **Sudan Data Portal (Central Bureau of Statistics / CBS)**: https://sudan.opendataforafrica.org/ — No dedicated public API (downloads/tables available via portal); state-level granularity (includes Khartoum state); update frequency unknown/irregular (pre-war and limited post-2023); auth none; covers select socioeconomic indicators by state.[[1]](https://sudan.opendataforafrica.org/)

- **Central Bureau of Statistics (CBS) Sudan (main site)**: http://www.cbs.gov.sd/ or http://cbs.gov.sd/ — No public API or clear machine-readable bulk downloads noted; national with references to sub-national (state) ambitions in strategy docs; irregular/very limited updates (disrupted by war); auth none; primarily country-level with some state mentions.[[2]](https://ghdx.healthdata.org/organizations/central-bureau-statistics-sudan)

- **Sudan Labor Market Panel Survey (SLMPS) 2022**: http://erfdataportal.com/index.php/catalog/265 (or via ERF/ILO references) — Microdata likely downloadable (registration may be required); national survey with urban/rural and some state stratification possible (Khartoum as major urban area); one-time/panel (2022 data); auth none or free registration; labor/unemployment indicators (not city-specific).[[3]](http://erfdataportal.com/index.php/catalog/265)

- **HDX Sudan Subnational Administrative Boundaries (COD-AB)**: https://data.humdata.org/dataset/cod-ab-sdn — No API (geodatabase, SHP, GeoJSON, XLSX downloads); Admin Level 1 (19 states incl. Khartoum) and Admin Level 2 (189 localities); static/updated periodically (latest version ~2026); auth none; ideal for filtering ACLED or other events to Khartoum state/locality.[[4]](https://data.humdata.org/dataset/cod-ab-sdn)

- **ACLED Sudan data (sub-national events)**: https://acleddata.com/country/sudan — API available (yes, via free myACLED account for full access); events coded to admin boundaries (states incl. Khartoum; high coverage of Khartoum state); ongoing/real-time updates; auth free account required for full data/API; sub-national (state and finer where geo-coded).[[5]](https://acleddata.com/country/sudan)

- **Sudan Tribune RSS feed(s)**: https://sudantribune.com/ (English; Arabic editions available) — RSS yes; daily updates; auth none; strong Khartoum-focused coverage (news/events on instability, youth, urban issues). Other options: Dabanga, Al Tagyheer, or Sudanile RSS feeds via aggregators like feedspot.[[6]](https://rss.feedspot.com/sudan_news_rss_feeds/)

- **HDX Sudan Subnational Population Statistics (COD-PS)**: https://data.humdata.org/dataset/cod-ps-sdn — No API (downloads); Admin 0–2 (states incl. Khartoum, with age/sex projections to 2025); periodic updates; auth none; population baseline for Khartoum state/locality.[[7]](https://data.humdata.org/dataset/cod-ps-sdn)

Additional notes: No active municipal Khartoum-specific stats bureau or labor disaggregation below state level was found in public sources. Think tank/NGO projects (e.g., IOM displacement tracking or UN agencies) often produce Khartoum-relevant reports on crisis/urban poverty but rarely machine-readable APIs or regular structured downloads. Data availability is heavily impacted by the 2023–ongoing conflict. Check HDX regularly for new sub-national releases.

**Recent data on youth unemployment shows a slight increase from the 2025 baseline.** The Statistical Office of the Republic of Serbia (SORS) Labour Force Survey reports a youth (15-24) unemployment rate of 23.1% for Q1 2026 (down marginally from 23.3% in Q4 2025).[[1]](https://www.stat.gov.rs/en-us/oblasti/trziste-rada/anketa-o-radnoj-snazi/)[[2]](https://tradingeconomics.com/serbia/youth-unemployment-rate) Trading Economics confirms this figure, citing SORS as the source. No new ILO or World Bank releases on youth or male-specific unemployment (15-24 male national) appear in the last 60 days; the baseline of 20.4% (2025 male) remains the most recent cited male-specific benchmark. Broader youth (15-30) unemployment was reported at 16.4% for 2024 in one policy overview.[[3]](https://national-policies.eacea.ec.europa.eu/youthwiki/chapters/serbia/41-general-context)

**Significant political developments involve large-scale, student- and youth-led anti-government protests.** These have continued into 2026, centered on anti-corruption demands, accountability for the 2024 Novi Sad railway station canopy collapse (which killed 16), calls for snap elections, and opposition to President Aleksandar Vučić’s rule. Key events in the last 60 days include a major Belgrade protest on or around May 23, 2026, with estimates of 180,000–190,000 participants (government figures much lower at ~34,000); it was described as one of the largest in recent years and student-driven.[[4]](http://europeanwesternbalkans.com/2026/05/25/serbias-protest-was-too-large-to-ignore-so-the-government-changed-the-subject/)[[5]](https://www.dw.com/en/serbia-police-clash-with-protesters-urging-early-elections/a-77274618) Clashes occurred between some young demonstrators and police, involving flares, rocks, and bottles.[[5]](https://www.dw.com/en/serbia-police-clash-with-protesters-urging-early-elections/a-77274618) Further rallies took place in Novi Sad on June 20, 2026 (thousands of participants, marking the disaster anniversary and pushing for early elections), with the broader movement described as student-led and ongoing for over 18 months.[[6]](https://www.reuters.com/world/thousands-rally-serbias-north-demand-early-elections-2026-06-20/) These protests heavily involve young people (18-35 demographic) and represent the most notable instability-related development, potentially elevating risks beyond the baseline instability fuse score of 31.1/100 due to scale, duration, and youth mobilization. No reports of coup attempts, militia recruitment, or major economic/currency shocks specific to young men were identified.

**No notable new NGO or academic reports on Serbia’s youth situation published in 2025 were surfaced in recent searches** (some references exist to earlier analyses, such as a 2025 Bruegel piece on youth discontent via labor market data, but it is not newly published).[[7]](https://www.bruegel.org/analysis/understanding-serbian-youth-discontent-through-lens-labour-market)

**No adverse changes to internet or mobile infrastructure access (e.g., shutdowns) were reported for Serbia.** Instead, positive developments include rapid 5G rollout and digital government improvements (e.g., World Bank-supported EDGE project and spectrum auctions completed in late 2025, with performance gains noted into 2026).[[8]](https://www.worldbank.org/en/news/opinion/2026/02/25/serbia-s-quiet-digital-transformation)[[9]](https://www.ookla.com/articles/serbia-5g-2026) Broader Q1 2026 global disruption reports do not mention Serbia.[[10]](https://blog.cloudflare.com/q1-2026-internet-disruption-summary/)

**Overall assessment:** The most significant shift from baseline is the sustained, large-scale student/youth-led protests in May–June 2026, which could indicate heightened political instability risks for young men. Unemployment data shows continuity with a modest uptick in the overall youth rate but no dramatic change. No infrastructure disruptions or major new economic data releases were found. Sources include official SORS data via Trading Economics, news outlets (DW, Reuters, Le Monde, European Western Balkans), and policy platforms.

**National statistics bureau:**  
- **Statistical Office of the Republic of Serbia (SORS / RZS)** — https://www.stat.gov.rs/ (Labour Force Survey / dissemination database section). Machine-readable downloads (Excel/CSV via dissemination database; press releases with detailed indicators). No public API. Quarterly/annual updates for labor/unemployment data. Auth: none. Also offers RSS feeds (e.g., https://www.stat.gov.rs/en-US/RSS-link).[[1]](https://www.stat.gov.rs/en-us/oblasti/trziste-rada/anketa-o-radnoj-snazi/)

**Central bank / finance ministry:**  
- **National Bank of Serbia (NBS)** — https://www.nbs.rs/en/drugi-nivo-navigacije/statistika/. Excel downloads for employment, wages, and real-sector indicators (youth-relevant economic data). No dedicated public statistics API (third-party exchange-rate APIs exist but are not official NBS). Monthly/quarterly updates. Auth: none.[[2]](https://www.nbs.rs/en/drugi-nivo-navigacije/statistika/)

**Regional databases (Europe & Central Asia breakdowns):**  
- **ILOSTAT Europe & Central Asia** — https://ilostat.ilo.org/data/europe-and-central-asia/. Country-level labor statistics (including youth employment/unemployment) with bulk downloads and SDMX access options. API/partial (SDMX web services). Regular updates (annual/quarterly). Auth: none (free bulk/SDMX).[[3]](https://ilostat.ilo.org/data/europe-and-central-asia/)  
- **SEE Jobs Gateway Database (wiiw)** — https://wiiw.ac.at/see-jobs-gateway-database-ds-5.html. Detailed labor-market time series (19,700+ series) for Western Balkans including Serbia. Downloads (no API mentioned). Periodic updates. Auth: none (free access).[[4]](https://wiiw.ac.at/see-jobs-gateway-database-ds-5.html)  
- **Eurostat (candidate countries)** — https://ec.europa.eu/eurostat (labour market statistics). Covers Serbia as EU candidate with harmonized LFS data. API available (Eurostat API). Regular (annual/quarterly). Auth: none.[[5]](https://ec.europa.eu/eurostat/statistics-explained/index.php?title=Labour_market_statistics_at_regional_level)

**Local/regional news RSS feeds (reliable coverage of Serbia):**  
- **Balkan Insight Serbia feeds** — https://balkaninsight.com/category/bi/serbia/feed/ (and related regional feeds). RSS for in-depth Serbia reporting. No API. Frequent updates. Auth: none.[[6]](https://balkaninsight.com/rss-feeds/)  
- **B92 English** — https://www.b92.net/eng/ (RSS available via site). Reliable English-language Serbia coverage. No dedicated API. Frequent updates. Auth: none.

**NGO/think tank data APIs:**  
No prominent public data APIs specifically for Serbia youth/poverty/crisis monitoring were identified beyond the already-used sources (e.g., Freedom House/OWID). General regional or international NGOs (UNDP Serbia, etc.) typically provide reports or aggregate data rather than dedicated APIs.

These sources focus on direct, machine-accessible or downloadable data suitable for integration, excluding inference-based or modeled datasets. They complement the listed existing sources (World Bank, ACLED, etc.).

**No major developments in the last ~60 days (late April–June 2026) significantly alter Luxembourg’s youth instability baseline (male youth unemployment 15-24 at 23.0% for 2025; national instability fuse score 32.5/100).** The country remains stable with no reported protests, security incidents, economic shocks, or infrastructure disruptions affecting young men (18-35).[[1]](https://www.oecd.org/en/publications/oecd-economic-outlook-volume-2026-issue-1_2d1956f0-en/full-report/luxembourg_fcff5fb9.html)[[2]](https://gouvernement.lu/en/actualites/agenda.gouvernement2024+en+actualites+toutes_actualites+discours+2026+05-mai+19-frieden-etat-nation.html)

**1. Youth/male unemployment data releases (ILO, World Bank, government):**  
No new Luxembourg-specific ILO, World Bank, or national government releases on youth or male unemployment in the last 60 days. Global ILO *Employment and Social Trends 2026* (Jan 2026) notes a 2025 global youth unemployment rate of 12.4% with projections for slight declines thereafter, but provides no Luxembourg breakdown.[[3]](https://researchrepository.ilo.org/view/pdfCoverPage?instCode=41ILO_INST&filePid=13147301370002676&download=true)[[4]](https://www.ilo.org/publications/flagship-reports/employment-and-social-trends-2026)

Recent indicators show youth unemployment (15-24, total) at or near 20–21%:  
- 20.30% in April 2026 (up slightly from 20.20% in March 2026).[[5]](https://tradingeconomics.com/luxembourg/youth-unemployment-rate)  
- 2025 annual figure: 21.467% (FRED modeled ILO estimate, updated Feb 2026).[[6]](https://fred.stlouisfed.org/series/SLUEM1524ZSLUX)  

Overall unemployment remains low/moderate (e.g., ~6.3% range in early 2026). Limited recent male youth-specific figures align closely with or slightly below the 23.0% baseline (one indicator ~20%). No evidence of sharp deterioration.[[7]](https://tradingeconomics.com/luxembourg/unemployment-rate-eurostat-data.html)[[8]](https://www.ceicdata.com/en/indicator/luxembourg/unemployment-rate)

**2. Political, security, or economic events affecting young men (18-35):**  
None identified. No protests, coup attempts, militia activity, or youth-specific economic shocks reported. Luxembourg’s OECD Economic Outlook (June 2026) projects modest GDP growth of 0.7% in 2026 and 1.3% in 2027 amid global uncertainty.[[1]](https://www.oecd.org/en/publications/oecd-economic-outlook-volume-2026-issue-1_2d1956f0-en/full-report/luxembourg_fcff5fb9.html) A May 19, 2026 state-of-the-nation address emphasized social cohesion amid broader European challenges (energy costs, inflation) but highlighted no acute youth unrest or instability.[[2]](https://gouvernement.lu/en/actualites/agenda.gouvernement2024+en+actualites+toutes_actualites+discours+2026+05-mai+19-frieden-etat-nation.html) Broader “Gen Z protest” discussions reference other countries only.[[9]](https://www.hks.harvard.edu/faculty-research/policy-topics/advocacy-social-movements/gen-z-protesting-corruption-worldwide-will)[[10]](https://en.wikipedia.org/wiki/Gen_Z_protests)

**3. NGO/academic reports on youth (published 2025):**  
The Youth Report 2025 (University of Luxembourg collaboration, focusing on the digital world) was anticipated or in preparation by late 2024/early 2025; no new 2025 or 2026 publications or major findings surfaced in the last 60 days.[[11]](https://www.youth-in-luxembourg.lu/stakeholder/ccy-en/page/3/)[[12]](https://chronicle.lu/category/at-home/52701-luxembourg-youth-policy-to-focus-on-empowering-young-people) Ongoing or earlier Centre for Childhood and Youth Research (CCY) work is noted but not newly released.

**4. Internet/mobile infrastructure changes:**  
No shutdowns, coverage losses, or disruptive rollouts. Ongoing/planned transitions include phasing out 2G/3G by 2030 (announced earlier) alongside 5G expansion and ultra-high-speed broadband initiatives. A February 2026 Luxembourg Connectivity Report provides a positive snapshot of telecom infrastructure; no post-April changes flagged.[[13]](https://digital-strategy.ec.europa.eu/en/policies/digital-connectivity-luxembourg)[[14]](https://www.luxtimes.lu/luxembourg/luxembourg-prepares-to-switch-off-2g-and-3g-services/100919766.html)

**Overall assessment:** The instability picture remains consistent with the baseline. Youth unemployment indicators are stable-to-slightly improved versus the cited 23.0% figure, with no events suggesting escalation in political, security, or access risks. Continued monitoring of monthly labor data and the next OECD/ILO updates is recommended. Sources primarily include World Bank/FRED, Trading Economics, OECD, ILO, and Luxembourg government sites.

**National Statistics Bureau (STATEC):**
- **Name**: STATEC (National Institute of Statistics and Economic Studies) - LUSTAT database
- **URL**: https://lustat.statec.lu/ (main portal: https://statistiques.public.lu/en.html)
- **API**: Partial (data explorer with table views and exports; no full public REST API documented for bulk programmatic access)
- **Update frequency**: Varies by indicator (monthly/quarterly/annual for labor/unemployment data)
- **Auth required**: None (public access; downloads available in Excel/CSV formats)

**Central Bank (Banque Centrale du Luxembourg - BCL):**
- **Name**: BCL Macroeconomic Indicators / Labour Market Statistics
- **URL**: https://www.bcl.lu/en/statistics/series_statistiques_luxembourg/05_real_economy/index.html
- **API**: No (primarily XLS/Excel table downloads for employment, unemployment, and economic indicators)
- **Update frequency**: Frequent (e.g., updates noted in June 2026 for labour market tables; monthly/quarterly cadence)
- **Auth required**: None (free public downloads)

**Regional/European Databases:**
- **Name**: Eurostat (youth employment/unemployment indicators with Luxembourg breakdowns)
- **URL**: https://ec.europa.eu/eurostat (data browser and bulk download section)
- **API**: Yes (SDMX REST API and JSON endpoints for programmatic access)
- **Update frequency**: Monthly/quarterly/annual depending on dataset
- **Auth required**: None (free; registration optional for some bulk features)

- **Name**: OECD Data Explorer (includes Luxembourg economic/labor indicators)
- **URL**: https://data.oecd.org/ (API docs: https://www.oecd.org/en/data/insights/data-explainers/2024/09/api.html)
- **API**: Yes (dedicated API for querying indicators)
- **Update frequency**: Varies (often quarterly/annual for employment data)
- **Auth required**: None (free public access)

**Other Structured Sources (e.g., FRED for Luxembourg youth unemployment):**
- **Name**: FRED (St. Louis Fed) - Youth Unemployment Rate for Luxembourg
- **URL**: https://fred.stlouisfed.org/series/SLUEM1524ZSLUX
- **API**: Yes (FRED API v2 with JSON/XML output)
- **Update frequency**: Annual (with historical data to 1991)
- **Auth required**: Free API key (account registration required)

**Notes on Additional Categories:**
- No prominent Luxembourg-specific central government finance ministry standalone public API for youth/economic data was identified beyond BCL/STATEC linkages.
- Regional news RSS feeds (e.g., from RTL Luxembourg, Luxemburger Wort) exist for monitoring but lack structured data APIs for quantitative instability tracking.
- No dedicated NGO/think tank public APIs specifically for Luxembourg crisis/poverty tracking were found in searches (general European sources like those already in use cover this).

**No major shifts from the baseline (male youth unemployment 15-24 at 24.4% for 2025; national instability fuse score 33.6/100) based on developments in the last ~60 days (late April–June 2026).**[[1]](https://fred.stlouisfed.org/series/SLUEM1524ZSROU)

### 1. Youth/Male Unemployment Data Releases
- No new ILO, World Bank, or dedicated national statistics releases on **male** youth (15-24) unemployment appear in the period. The 2025 modeled ILO estimate remains 24.544% (FRED data, updated Feb 2026).[[1]](https://fred.stlouisfed.org/series/SLUEM1524ZSROU)
- Broader youth (under 25) unemployment stood at 28.2% in December 2025 per Romanian/Eurostat-linked reporting (nearly double the EU average at the time); March 2026 Eurostat tables list Romania youth data as unavailable (“:”). Overall national unemployment edged up to 6.1–6.4% in March 2026.[[2]](https://www.romania-insider.com/romania-unemployment-young-people-march-2026)
- EU-wide youth unemployment (under 25) was 15.1% in April 2026 (down from 15.6% prior month). Romania-specific monthly figures remain limited in public Eurostat releases.[[3]](https://www.facebook.com/socialeurope/posts/-in-april-2026-the-youth-unemployment-rate-was-151-in-the-eu-down-from-156-in-th/1480885884079723/)

These figures align with or are consistent with the 2025 baseline without indicating a sharp recent deterioration or improvement.

### 2. Political, Security, or Economic Events Affecting Young Men (18-35)
No reported protests, coup attempts, militia recruitment, major economic shocks, or currency crises specifically tied to young men in Romania during the period. Searches returned no relevant incidents.

### 3. NGO or Academic Reports on Youth (Published 2025)
No notable new NGO or academic reports from 2025 surfaced in recent searches focused on the youth situation.

### 4. Internet/Mobile Infrastructure Changes
- No shutdowns, blackouts, or coverage reductions. Ongoing market consolidation (now three mobile operators) and 5G deployment continue, though performance lags CEE peers.
- Q1 2026 data (Ookla, published May 27, 2026): Romania’s median mobile download speed was 78.43 Mbps (lowest among CEE peers); 5G availability 39% (up 4 pp YoY).[[4]](https://www.ookla.com/articles/romania-mobile-5g-market-q1-2026)
- EU-level updates reference planned fiber rollout to ~945 localities (~4,000 km optical fiber, €94 million) and 5G strategy targets (urban/highway coverage goals originally set for 2025), with implementation measures extending into 2026.[[5]](https://digital-strategy.ec.europa.eu/en/policies/digital-connectivity-romania)
- Opensignal’s May 2026 Mobile Network Experience Report (data period Jan–Mar 2026) provides further performance metrics but no disruption signals.[[6]](https://insights.opensignal.com/reports/2026/05/romania/mobile-network-experience)

**Overall assessment**: No developments in the last 60 days appear significant enough to materially alter the baseline instability picture. Youth unemployment metrics remain in line with 2025 levels (with some variation by source/definition between overall vs. male-specific rates), infrastructure is stable-to-improving without restrictions, and no acute political or economic shocks were identified. Continued monitoring of Eurostat national releases for updated male youth breakdowns would be advisable.

**National statistics bureau (INS Romania):**  
- **Institutul Național de Statistică (INS)**, https://insse.ro/cms/en (or Romanian version). No public API (machine-readable downloads via Statistical Data and Metadata DB, Excel/CSV/TSV formats, plus “Statistics Romania” mobile app). Monthly updates for unemployment/labor/ILO indicators (e.g., seasonally adjusted unemployment). Auth: none (public downloads).[[1]](https://insse.ro/cms/en)

**Central bank/finance ministry:**  
- **Banca Națională a României (BNR)**, https://www.bnr.ro/en/. No official public API for broad economic/youth indicators (annual reports, statistics sections with downloadable data; unofficial community API exists for exchange rates only). Updates vary (monthly/quarterly for key indicators). Auth: none.[[2]](https://www.bnr.ro/en/642-home)

**Regional databases (Europe & Central Asia with Romania breakdowns):**  
- **Eurostat**, https://ec.europa.eu/eurostat (data browser and main tables). Yes, public SDMX 2.1/3.0 REST API (plus bulk downloads in multiple formats). Frequent updates (monthly/quarterly for labor market, youth employment/unemployment, NEET rates). Auth: none (fully public). Excellent Romania/EU coverage.[[3]](https://ec.europa.eu/eurostat/web/user-guides/data-browser/api-data-access/api-getting-started)  
- **ECB Data Portal / Statistical Data Warehouse**, https://data.ecb.europa.eu/data/geographical-areas/romania. Yes, API access (SDMX). Varies by series (e.g., quarterly GDP, monthly unemployment). Auth: none (public).[[4]](https://data.ecb.europa.eu/data/geographical-areas/romania)

**Local/regional news RSS feeds (reliable Romania coverage):**  
- **Hotnews.ro RSS**, https://www.hotnews.ro/ (or specific RSS endpoints). RSS feeds (no full API). Daily or near-real-time updates. Auth: none.  
- **Balkan Insight Romania feed**, https://balkaninsight.com/category/rd/rd-romania/feed/. RSS feed. Regular updates on regional/European issues including Romania. Auth: none.[[5]](https://balkaninsight.com/rss-feeds/)  
- Additional options from curated lists: Jurnalul, Cotidianul, ZF English, etc., via standard RSS (e.g., Feedspot compilations). All RSS-based, no auth, frequent updates.[[6]](https://rss.feedspot.com/romania_news_rss_feeds/)

**NGO/think tank data APIs:**  
- **ACAPS**, https://www.acaps.org/en/data. Yes, ACAPS API (datasets on crisis/humanitarian indicators; some Romania-relevant). Varies by dataset. Auth: free registration.[[7]](https://www.acaps.org/en/data)  
- **HDX (Humanitarian Data Exchange)**, https://data.humdata.org/. Partial API (HDX HAPI for standardized indicators). Varies. Auth: none or free account for some features.[[8]](https://data.humdata.org/dataset)

These are non-inference, primary or official sources focused on raw or structured data (labor, economic, crisis indicators) suitable for Romania youth instability tracking. Eurostat stands out as the strongest regional complement to your existing sources. Always verify current endpoints and terms on the sites, as availability can change.

**No significant developments in the last ~60 days (late April–June 2026) that would substantially shift Estonia’s youth instability picture from the provided baseline (youth unemployment 15-24 male national: 20.0% in 2025; instability fuse score 35.2/100).** Estonia remains relatively stable, with ongoing structural labor market challenges for youth but no acute political, security, or economic shocks affecting young men (18-35) in the recent period.[[1]](https://news.err.ee/1609942829/unemployment-7-5-in-2025-youth-unemployment-up)[[2]](https://tradingeconomics.com/estonia/youth-unemployment-rate)

### 1. Youth/Male Unemployment Data Releases
- **No new ILO or World Bank modeled estimates or major releases** specific to Estonia appeared in the last 60 days. Existing World Bank/ILO data primarily reference 2025 annual figures or earlier modeled estimates.[[3]](https://data.worldbank.org/indicator/SL.UEM.1524.ZS?locations=EE)[[4]](https://data.worldbank.org/indicator/SL.UEM.1524.ZS)
- **Estonian national data (full-year 2025, published February 2026)**: Overall unemployment 7.5%; youth unemployment (15-24) averaged 20.7% (up 1.6 pp from 2024); young men (15-24) at 22.5% (up 3.6 pp). Male unemployment overall rose to 8.3%. Joblessness rose most among young men.[[1]](https://news.err.ee/1609942829/unemployment-7-5-in-2025-youth-unemployment-up)
- **Recent monthly indicator (total youth unemployment 15-24, not male-specific)**: Rose slightly to 20.3% in April 2026 (from 20.2% in March 2026), per Eurostat-sourced data. This aligns closely with the 2025 baseline but shows modest continued pressure.[[2]](https://tradingeconomics.com/estonia/youth-unemployment-rate)
- Earlier 2025 reports (e.g., EU Education and Training Monitor) note persistent youth labor market barriers and volatility but predate the recent window.[[5]](https://op.europa.eu/webpub/eac/education-and-training-monitor/en/country-reports/estonia.html)

These figures do not indicate a sharp deterioration beyond the baseline.

### 2. Political, Security, or Economic Events Affecting Young Men (18-35)
- **No protests, coup attempts, militia recruitment, or major economic shocks** (e.g., currency issues) specifically tied to young men or youth instability in the last 60 days. Broader context includes Estonia’s exposure to the Russia-Ukraine war effects on the economy and public finances, but no acute recent escalations.[[6]](https://bti-project.org/en/reports/country-report/EST)
- Limited recent events: An environmental demonstration in Tallinn on or around April 25, 2026 (forest protection); Baltic Pride events planned for early June 2026; earlier February 2026 rallies (Ukrainian anniversary, far-right procession with small counter-protest). These were peaceful/small-scale and not linked to broader instability or young male mobilization.[[7]](https://monitor.civicus.org/explore/new-law-expanding-wartime-censorship-criticised-by-media-association-supreme-court-upholds-church-law-amendments-targeting-foreign-influence/)
- Reports (e.g., ZOiS March 2026 on social attitudes) note generational differences (younger 18-34 more pro-democracy) and polarization but highlight no acute unrest risks.[[8]](https://www.zois-berlin.de/en/publications/zois-report/estonias-fractured-social-landscape-views-on-security-politics-and-history)
- Estonian intelligence assessments (early 2026) assess low near-term external military risk to Estonia.[[9]](https://valisluureamet.ee/doc/raport/2026-en.pdf)

Nothing flags a significant shift in instability risk for the target group.

### 3. NGO/Academic Reports on Youth Situation (Published 2025)
- Several 2025 publications address related topics (e.g., EU Education and Training Monitor 2025 on early school leaving rates ~11% for 18-24 in 2024, higher for boys, with compulsory education extension to age 18 starting 2025/26; OECD Education at a Glance 2025; media literacy initiatives targeting Russian-speaking youth).[[5]](https://op.europa.eu/webpub/eac/education-and-training-monitor/en/country-reports/estonia.html)[[10]](https://www.oecd.org/en/publications/education-at-a-glance-2025_1a3543e2-en/estonia_9f1f41d3-en.html)
- No major new NGO or academic reports specifically on youth instability or labor market conditions published or prominently released in the last 60 days. Global or regional youth reports (e.g., UNESCO 2026 Youth Report) are broader and not Estonia-focused.

### 4. Internet/Mobile Infrastructure
- **No reported changes**, shutdowns, new rollouts, or coverage shifts in the last 60 days (or recent period). Searches yielded no relevant incidents.

**Summary flag**: Data remains consistent with baseline levels of youth labor market pressure (modest April uptick in total youth rate), with no acute events or reports indicating heightened instability for young men. Continued monitoring of monthly labor stats and geopolitical context is advisable, but the picture is stable relative to the given baseline. Sources primarily include World Bank/ILO data portals, ERR.ee, Trading Economics/Eurostat, EU reports, and Estonian intelligence assessments.

**Statistics Estonia (national statistics bureau)**  
- **Name**: Statistics Estonia Statistical Database (PxWeb)  
- **URL**: https://andmed.stat.ee/en/stat (main site: https://www.stat.ee/)  
- **API**: Yes (REST/SDMX-based database API with public documentation)  
- **Update frequency**: Regular/ongoing (quarterly and annual labor/unemployment data, including youth breakdowns)  
- **Auth required**: None (public/open data, CC BY-SA 4.0 license)[[1]](https://stat.ee/en/statistikaamet/developers)[[2]](https://andmed.stat.ee/en/stat)

**Eesti Pank (Bank of Estonia – central bank)**  
- **Name**: Eesti Pank Statistics  
- **URL**: https://www.eestipank.ee/en/statistics  
- **API**: No (primarily data downloads and publications; covered via ECB Data Portal SDMX API for some series)  
- **Update frequency**: Varies (balance of payments, financial, and economic indicators; periodic releases)  
- **Auth required**: None (public)[[3]](https://www.eestipank.ee/en/statistics)

**Eurostat (regional database for Europe, including Estonia breakdowns)**  
- **Name**: Eurostat Data Browser / API (youth employment, unemployment, NEET, labor force survey data)  
- **URL**: https://ec.europa.eu/eurostat (data: https://ec.europa.eu/eurostat/databrowser/)  
- **API**: Yes (SDMX 2.1 RESTful web service / bulk download)  
- **Update frequency**: Regular (quarterly/annual EU labor force and youth indicators with country-level Estonia data)  
- **Auth required**: None (public)[[4]](https://national-policies.eacea.ec.europa.eu/youthwiki/chapters/estonia/31-general-context)

**ERR News (Estonian Public Broadcasting – reliable local/regional news)**  
- **Name**: ERR News RSS feeds  
- **URL**: https://news.err.ee/ (feeds available via standard RSS or aggregators)  
- **API**: Partial (RSS feeds; no dedicated full news API noted)  
- **Update frequency**: Daily/ongoing (real-time news coverage of Estonia, including economic/youth topics)  
- **Auth required**: None (public RSS)[[5]](https://news.err.ee/)

**Estonian Open Data Portal (national open data hub, aggregates Statistics Estonia and other sources)**  
- **Name**: Estonian Open Data Portal  
- **URL**: https://avaandmed.eesti.ee/ (or data.europa.eu entries for Estonia)  
- **API**: Yes (supports open data access; integrates with Statistics Estonia)  
- **Update frequency**: As per source data (labor, economic, and social indicators)  
- **Auth required**: None (public)[[6]](https://www.kratid.ee/en/tugi-andmehaldus)

Limited public APIs were identified for specific NGOs/think tanks focused on crisis monitoring or poverty tracking in Estonia (e.g., ICDS or Foresight Centre primarily publish reports rather than raw data APIs). Regional/European sources like Eurostat fill gaps for consistent youth instability indicators. All listed sources emphasize machine-readable or downloadable formats suitable for integration.

**No major developments in the last ~60 days (late April–June 2026) significantly alter Morocco’s youth instability baseline (male youth unemployment 15-24 at 21.7% for 2025; national instability fuse score 36.8/100).** Youth unemployment remains structurally high, with new official data confirming elevated rates among young people (especially under new ILO-aligned measurement). A small planned protest occurred in April 2026 but was unrelated to domestic youth/economic grievances. No evidence of coups, militia recruitment, currency shocks, or internet shutdowns.[[1]](https://ma.usembassy.gov/demonstration-alert-protest-planned-in-rabat-morocco-april-19-2026/)[[2]](https://www.ecofinagency.com/news/0805-55398-morocco-s-unemployment-rate-falls-to-10-8-in-first-quarter-2026)

### 1. New Government/ILO/World Bank Data on Youth or Male Unemployment
The High Commission for Planning (HCP) released initial results from its new Labor Force Survey (EMO2026, aligned with updated ILO standards) in early May 2026. Key Q1 2026 figures (strict unemployment definition: no job, available, and actively seeking work):

- National unemployment: 10.8% (down from 13% for full-year 2025).
- Youth (15-24): 29.2% (highest exposure group); composite labor underutilization (unemployment + underemployment + potential labor force) at 45.3% for this cohort.
- Broader context: Urban 13.5% vs. rural 6.1%; women 16.1% vs. men 9.4%; ages 25-34 at 16.1%.
- Labor force participation: Men 66.4%, women 17.5%. Composite underutilization: 22.5% nationally (higher for youth and women).[[2]](https://www.ecofinagency.com/news/0805-55398-morocco-s-unemployment-rate-falls-to-10-8-in-first-quarter-2026)[[3]](https://en.industries.ma/morocco-unemployment-at-10-8-in-q1-2026-says-hcp/)[[4]](https://www.moroccoworldnews.com/2026/06/316474/hcp-launches-new-labor-survey-reports-10-8-unemployment-rate-in-q1-2026/)

**Source examples**: HCP via Ecofin Agency (May 8, 2026 report) and related coverage (e.g., industries.ma, Yabiladi, Morocco World News). Full note available via HCP site (hcp.ma). 

World Bank/ILO-modeled estimates (via FRED) show total youth (15-24) unemployment at 21.882% for 2025 (slight decline from prior years). Earlier quarterly national estimates (e.g., Trading Economics/HCP) had placed youth rates around 37% in late 2025.[[5]](https://fred.stlouisfed.org/series/SLUEM1524ZSMAR)[[6]](https://tradingeconomics.com/morocco/youth-unemployment-rate)

The new survey methodology likely contributes to differences versus the baseline’s modeled 21.7% male figure; youth rates remain persistently elevated and a key vulnerability. An April 2026 Morocco World News report noted ~33.6% NEET rate (not in employment, education, or training) for ages 15-29 based on 2023 data (2.9 million people).[[7]](https://www.moroccoworldnews.com/2026/04/288511/one-in-three-young-moroccans-are-neet-as-2-9-million-face-job-education-gaps/)

No specific new male-only 15-24 breakdown or dedicated ILO/World Bank 2026 releases identified beyond ongoing modeled series.

### 2. Significant Political/Security/Economic Events Affecting Young Men (18-35)
- **April 19, 2026 protest in Rabat**: U.S. Embassy alert for a planned demonstration in Bab el Had Square (march to Parliament), tied to Palestinian Prisoners’ Day and opposition to normalization with Israel. Additional protests possible in major cities. Not linked to domestic youth unemployment or economic issues.[[1]](https://ma.usembassy.gov/demonstration-alert-protest-planned-in-rabat-morocco-april-19-2026/)
- No reports of large-scale youth protests, riots, coup attempts, militia recruitment, or acute economic shocks (e.g., currency crisis) in the period. Earlier 2025 Gen Z (GenZ 212) protests (Sept–Oct 2025) over health/education failures, unemployment (~35%+ youth rates cited), corruption, and inequality had led to arrests, some violence, and government reform pledges (e.g., increased 2026 health/education budgets), but activity subsided by late October 2025.[[8]](https://en.wikipedia.org/wiki/2025_Moroccan_Gen_Z_protests)[[9]](https://www.crisisgroup.org/middle-east-north-africa/north-africa/morocco)

Overall picture stable relative to baseline; no acute escalation flagged.

### 3. Notable NGO/Academic Reports on Morocco’s Youth Situation (2025 Publications)
- Afrobarometer Dispatch (June 20/23, 2025): Youth (15-24) unemployment rose from 35.9% to 37.7% in Q1 2025; ~21% of 18-35 not employed and actively seeking work (triple the rate for 36-45); only 25% employed full-time; high interest in emigration amid scarce jobs.[[10]](https://www.afrobarometer.org/wp-content/uploads/2025/06/AD1004-Youth-like-Moroccos-direction-even-as-jobs-remain-scarce-and-interest-in-emigration-grows-Afrobarometer-20june25.pdf)
- No major new NGO/academic reports specifically published in the last 60 days identified. Earlier 2025 coverage (e.g., Carnegie, Arab Center DC) analyzed the Gen Z protests as reflecting youth bulge, ~35%+ unemployment, NEET rates, and service delivery failures.[[11]](https://arabcenterdc.org/resource/moroccos-gen-z-protests-a-new-form-of-opposition/)

### 4. Internet/Mobile Infrastructure Changes
- **No shutdowns or coverage reductions** reported.
- April 2026 Opensignal Mobile Network Experience Report: Detailed operator performance (e.g., Orange leading in 5G availability at 51.2%, ahead of inwi 44.6% and Maroc Telecom 38.7%; strong scores in download/upload speed and coverage for leaders).[[12]](https://insights.opensignal.com/reports/2026/04/morocco/mobile-network-experience)
- Ongoing 5G rollout (catalyzed by events like AFCON 2025): Plans target ~25% population coverage by end-2025/early 2026 and 70% by 2030 (with fiber expansion); initial pilots complete, with tenders and phased deployment.[[13]](https://www.facebook.com/cgtnafrica/posts/morocco-to-spend-8-billion-usd-on-5g-aiming-for-85-pct-coverage-by-2030morocco-i/1218864276946621/)[[14]](https://www.trade.gov/country-commercial-guides/morocco-telecommunications)

**No flags for significant instability shift**: New HCP data reinforces high youth unemployment (29.2% for 15-24) and underutilization (45.3%), consistent with baseline pressures on young men, though measured differently. Minor protest activity and steady infrastructure improvements do not indicate acute change. Monitor HCP quarterly releases and any follow-on to 2025 protest-related reforms.

**Here is a bullet list of Morocco-specific (or MENA/region-relevant) non-inference data sources**, focusing on the requested categories. Details are based on official sites, open data portals, and available documentation as of mid-2026. All emphasize public access for unemployment, labor, youth employment, or related economic/social indicators.

- **Haut-Commissariat au Plan (HCP) – Base de Données Statistiques (BDS)**: https://www.hcp.ma/ and http://bds.hcp.ma (or via https://data.gov.ma/); **API: yes/partial** (connected APIs feed automatic updates to national open data portal for employment, national accounts, and labor indicators; main BDS appears download-oriented); **update frequency**: quarterly or more frequent for labor market/employment data (e.g., EMO surveys); **auth required**: none (open access).[[1]](https://www.data.gov.ma/fr/actualites/publication-automatiques-des-donnees-des-apis-du-hcp)

- **Morocco Open Data Portal (data.gov.ma) – HCP feeds**: https://data.gov.ma/; **API: yes** (explicit APIs for HCP employment, indices, and national accounts data); **update frequency**: regular/automated (tied to HCP releases); **auth required**: none (open).[[1]](https://www.data.gov.ma/fr/actualites/publication-automatiques-des-donnees-des-apis-du-hcp)

- **Bank Al-Maghrib (BKAM / Central Bank of Morocco)**: https://www.bkam.ma/ (statistics/monetary/banking sections) and developer API portal https://apihelpdesk.centralbankofmorocco.ma/; **API: yes** (dedicated developer portal with resources; also third-party wrappers and exchange rates APIs); **update frequency**: monthly/quarterly for monetary, banking, and economic indicators; **auth required**: none/free for public data (API keys may be needed for developer access).[[2]](https://apihelpdesk.centralbankofmorocco.ma/signin)

- **African Development Bank (AfDB) Data Portal**: https://dataportal.afdb.org/; **API: partial** (download-focused with country breakdowns for Morocco labor/economic indicators; some programmatic access); **update frequency**: annual/periodic (country reports and databases); **auth required**: none (open downloads).

- **ESCWA (UN Economic and Social Commission for Western Asia) Data Portal**: https://www.unescwa.org/ (data/publications section); **API: no/partial** (primarily downloads and reports with MENA country breakdowns including Morocco); **update frequency**: annual or as available; **auth required**: none.

- **Morocco World News RSS feeds** (reliable English coverage of Morocco): https://www.moroccoworldnews.com/ (various category/tag feeds, e.g., /feed or /tag/france/feed equivalents); **API: no** (RSS feeds available); **update frequency**: daily/high; **auth required**: none.

- **France 24 RSS feeds** (Africa/Middle East sections covering Morocco): https://www.france24.com/en/rss-feeds (Africa and Middle East feeds); **API: no** (standard RSS); **update frequency**: daily/high; **auth required**: none.[[3]](https://www.france24.com/en/rss-feeds)

- **Global Voices RSS feeds** (Morocco-specific): https://globalvoices.org/feeds/ (country/region filters for Morocco/MENA); **API: no** (RSS); **update frequency**: as published (often daily/weekly); **auth required**: none.[[4]](https://globalvoices.org/feeds/)

These sources complement your existing pulls (World Bank, ACLED, etc.) with direct national or regional granularity. HCP and BKAM are the strongest for official labor/youth employment metrics; RSS feeds provide timely context. Most are free/no-auth for core data. Verify current endpoints on sites, as APIs can evolve.

**No major new government, ILO, or World Bank releases on Spain’s youth (15-24) unemployment or male-specific youth unemployment appear in the last 60 days (roughly late April–June 24, 2026).** Annual/modelled 2025 figures remain the most recent detailed benchmarks and show stability or slight improvement relative to the provided baseline of 23.9% (15-24 male, national, 2025).[[1]](https://www.statista.com/statistics/813014/youth-unemployment-rate-in-spain/?srsltid=AfmBOoq-Y19EtZS98W5rlHKx1VNkU8EHbk5YJ0nKWWkMtpTiZVsOE7fR)[[2]](https://fred.stlouisfed.org/series/SLUEM1524ZSESP)

- World Bank/ILO modelled estimates and FRED data put total youth (15-24) unemployment at ~24.75% for 2025 (down from 26.63% in 2024).[[2]](https://fred.stlouisfed.org/series/SLUEM1524ZSESP)[[3]](https://www.macrotrends.net/global-metrics/countries/esp/spain/youth-unemployment-rate)
- Eurostat reported Spain’s youth unemployment rate at 24.90% as of December 2025.[[4]](https://tradingeconomics.com/spain/youth-unemployment-rate-eurostat-data.html)
- INE data cited on Wikipedia for Q4 2025: total youth (15-24) unemployment at 23.01%, with male youth at 22.63% (female 23.47%).[[5]](https://en.wikipedia.org/wiki/Youth_unemployment_in_Spain)
- Projections (e.g., Macrotrends) suggest a further modest decline to ~24.05% for 2026 overall.[[3]](https://www.macrotrends.net/global-metrics/countries/esp/spain/youth-unemployment-rate)

These align closely with the baseline and do not indicate a sharp deterioration. Broader EU youth unemployment (under 25) stood at 15.1% in April 2026.[[6]](https://ec.europa.eu/eurostat/statistics-explained/index.php?title=Unemployment_statistics)

**Significant political, security, or economic events affecting young men (18-35) in the last 60 days are limited to ongoing economic pressures rather than acute instability triggers.** No protests tied to coups, militia recruitment, currency crises, or similar were identified.

- On or around May 24–25, 2026, thousands rallied in central Madrid against spiraling housing costs and rents (slogan examples include “Housing costs us our lives, let’s lower the prices”). Young participants (e.g., a 28-year-old teacher) highlighted difficulties with high rents, low salaries, and emancipation; the event was organized by tenants’ unions and housing collectives.[[7]](https://www.pbs.org/newshour/world/thousands-protest-rising-housing-costs-in-spains-capital)[[7]](https://www.pbs.org/newshour/world/thousands-protest-rising-housing-costs-in-spains-capital)[[8]](https://www.thehour.com/news/world/article/thousands-in-spain-s-capital-protest-increasing-22274382.php) This reflects persistent structural challenges for youth but does not represent a sharp escalation from prior trends.
- Earlier or unrelated alerts (e.g., March 2026 demonstrations) fall outside the 60-day window.

**Notable NGO or academic reports on Spain’s youth situation from 2025 (no prominent new 2026 publications surfaced in results):**
- EU Education and Training Monitor 2025 (Spain country report): Notes declining early school leavers and relatively contained declines in basic skills compared to many EU peers; highlights dual vocational training reforms.[[9]](https://op.europa.eu/webpub/eac/education-and-training-monitor/en/country-reports/spain.html)
- Santander/Fad Synthetic Index of Comparative Youth Development: Spain ranks low in the EU on employment and emancipation metrics; youth unemployment (15-29) cited at 29.20% (vs. EU 13.30%), with temporary contracts exceeding 50%.[[10]](https://www.santander.com/en/press-room/insights/the-state-of-youth-in-spain-and-europe)[[10]](https://www.santander.com/en/press-room/insights/the-state-of-youth-in-spain-and-europe)
- OECD mid-term evaluation of Spain’s Youth Guarantee Plus Plan 2021–2027 (October 2025).[[11]](https://www.oecd.org/en/publications/mid-term-evaluation-of-spain-s-youth-guarantee-plus-plan-2021-2027_1197d87d-en.html)
- Asempleo analysis (December 2025): Youth job quality (under-25s) flagged as Spain’s primary labour market challenge for 2026, despite rising numbers with higher education.[[12]](https://www.staffingindustry.com/news/global-daily-news/youth-job-quality-is-spains-biggest-labour-challenge-asempleo)
- Other 2025 items include academic work on second-chance schools and public opinion analyses noting ideological/gender divides among youth.[[13]](https://www.tandfonline.com/doi/full/10.1080/02673843.2025.2549583)[[14]](https://www.funcas.es/wp-content/uploads/2025/09/Focus-2509_Final2.pdf)

**Internet/mobile infrastructure:** No shutdowns, outages, or coverage reductions in the period. Focus is on post-2025 Iberian blackout resilience measures and continued 5G expansion:
- Ongoing regulatory discussions (e.g., CNMC opinions and Senate references in March 2026) around power backup requirements for mobile networks.[[15]](https://www.ookla.com/articles/iberian-blackout-one-year-on-2026)[[16]](https://www.lightreading.com/regulatory-politics/eurobites-spain-to-mandate-mobile-network-power-backup-report)
- Operators advancing 5G (e.g., Movistar at ~95% coverage by end-2025; Vodafone targets and rollout plans through 2026).[[17]](https://insights.opensignal.com/reports/2026/05/spain/mobile-network-experience)

**Overall assessment:** Nothing identified would significantly shift the instability picture from the baseline (youth male unemployment ~23.9% in 2025; fuse score 39.1/100). Unemployment data shows continuity or modest improvement; housing protests underscore chronic affordability/emancipation pressures on youth but remain within established patterns rather than signalling acute escalation. Continued monitoring of monthly INE/Eurostat releases and housing policy responses is advisable.

**INE (Instituto Nacional de Estadística / Spanish Statistical Office)** — https://www.ine.es/en/ (INEbase data portal and operations like Economically Active Population Survey/EAPS for unemployment, activity/employment rates by age/sex/province, quarterly). API: Yes (INEbase OpenAPI / JSON via Swagger UI; also OGC API Features for some data). Update frequency: Quarterly (labor/unemployment data). Auth: None/free (public).[[1]](https://www.ine.es/en/)[[2]](https://www.ine.es/dyngs/INEbase/en/categoria.htm?c=Estadistica_P&cid=1254735976595)

**Banco de España (Bank of Spain)** — https://www.bde.es/ (statistics section; economic/financial indicators, some labor/employment-related via broader economic stats). API: Yes (dedicated Statistics web service/API for direct data download/integration). Update frequency: Varies (monthly/quarterly for many series). Auth: None/free (public).[[3]](https://www.bde.es/wbe/en/estadisticas/temas/instituciones-financieras/anuncios-instituciones-financieras/nuevo-servicio-web-api-para-la-descarga-de-datos-del-banco-de-espana.html)[[4]](https://www.bde.es/webbe/en/estadisticas/recursos/api-estadisticas-bde.html)

**Eurostat** — https://ec.europa.eu/eurostat (EU labor force/unemployment statistics with Spain breakdowns, including youth unemployment rates). API: Yes (SDMX/RESTful web services). Update frequency: Monthly/quarterly/annually depending on indicator. Auth: None/free (public).[[5]](https://tradingeconomics.com/spain/youth-unemployment-rate-eurostat-data.html)[[6]](https://ec.europa.eu/eurostat/statistics-explained/index.php?title=Unemployment_statistics)

**European Central Bank (ECB) Data Portal** — https://data.ecb.europa.eu/ (macroeconomic, financial, and related indicators with country breakdowns including Spain). API: Yes (SDMX 2.1 RESTful web service). Update frequency: Varies (daily to quarterly). Auth: None/free (public).[[7]](https://data.ecb.europa.eu/help/api/overview)

**HDX (Humanitarian Data Exchange) – Spain group / HAPI** — https://data.humdata.org/group/esp (humanitarian/crisis/poverty-related indicators and datasets for Spain). API: Partial (HDX HAPI for standardized indicators; bulk downloads otherwise). Update frequency: Varies by dataset/source. Auth: None/free (public).[[8]](https://data.humdata.org/group/esp)[[9]](https://data.humdata.org/hapi)

**EL PAÍS RSS** (and other Spanish outlets) — https://feeds.elpais.com/mrss-s/pages/ep/site/elpais.com/portada (or full RSS list at servicios.elpais.com/rss/); also El Confidencial (rss.elconfidencial.com), eldiario.es (www.eldiario.es/rss/), The Local ES (feeds.thelocal.com/rss/es). API/RSS: RSS feeds (machine-readable; no full REST API). Update frequency: Near real-time/as published. Auth: None/free.[[10]](https://github.com/plenaryapp/awesome-rss-feeds)

**World News API (Spain sources)** — https://worldnewsapi.com/ (monitors 1,000+ Spain news sources). API: Yes. Update frequency: Daily (thousands of items). Auth: Free tier available (paid plans for higher limits).[[11]](https://worldnewsapi.com/docs/news-sources/spain-news-api/)

These complement the already-used global sources (e.g., World Bank, Eurostat overlaps with some labor data but provides deeper EU/Spain granularity). Regional Europe-focused options like Eurostat and ECB are particularly relevant for Europe & Central Asia coverage with Spain disaggregations. No strong Spain-specific NGO/think-tank public APIs were identified for youth/poverty/crisis tracking (mostly reports or downloads via HDX/Eurostat).

**No major developments in the last 60 days (roughly late April–June 24, 2026) significantly alter Finland’s youth instability baseline (male 15-24 youth unemployment at 22.2% nationally in 2025 data; national instability fuse score 40.1/100).** Youth unemployment remains elevated but stable at levels consistent with or slightly varying around the baseline depending on the exact metric and source (total vs. male; monthly/seasonally adjusted vs. annual). No acute political/security events, protests, economic shocks, or infrastructure disruptions affecting young men (18-35) were identified.[[1]](https://tradingeconomics.com/finland/youth-unemployment-ratio-15-24-eurostat-data.html)[[2]](https://tradingeconomics.com/finland/youth-unemployment-rate)

**1. Youth unemployment data/releases (ILO/World Bank or national):**  
No new ILO or World Bank releases specific to Finland’s youth or male youth unemployment in the period. World Bank/ILO-linked data remain anchored to earlier periods (e.g., national estimates accessed March 2026 or modeled estimates through 2025).[[3]](https://data.worldbank.org/indicator/SL.UEM.1524.NE.ZS?locations=FI)[[3]](https://data.worldbank.org/indicator/SL.UEM.1524.NE.ZS?locations=FI)

National Statistics Finland and related reporting show persistently high youth rates:  
- April 2026 monthly youth unemployment rate reached 28.0% (up from 24.3% in March 2026 per Trading Economics/Statistics Finland data).[[2]](https://tradingeconomics.com/finland/youth-unemployment-rate)  
- Earlier 2026 figures (e.g., February) showed non-seasonally adjusted youth (15-24) unemployment at 24.6% (trend rate 22.9%).[[4]](https://stat.fi/en/publication/cmfp8h79k9vzt08urs1183am0)  
- Annual projections/estimates: 2025 around 21.5%; 2026 forecast ~22.1%.[[5]](https://www.macrotrends.net/global-metrics/countries/fin/finland/youth-unemployment-rate)

A May 19, 2026 Finnish government labour market forecast (Ministry of Economic Affairs and Employment) projected overall unemployment at ~10.2% for 2026, with ~42,000 young unemployed (stable/slightly fluctuating in out-years) and long-term unemployment peaking around summer 2026 before declining. Employment growth expected to strengthen in 2027–2028.[[6]](https://valtioneuvosto.fi/en/-/1410877/labour-market-forecast-long-term-unemployment-to-start-declining-after-summer-2026)[[6]](https://valtioneuvosto.fi/en/-/1410877/labour-market-forecast-long-term-unemployment-to-start-declining-after-summer-2026)

Male-specific youth (15-24) figures aligning precisely with the 22.2% baseline were not newly released; overall male unemployment has trended higher than female in recent monthly data (e.g., March 2026).[[7]](https://yle.fi/a/74-20221991)

**2. Political, security, or economic events affecting young men (18-35):**  
None identified involving protests, coup attempts, militia recruitment, or major economic shocks/currency issues specific to this group. Broader economic reporting notes a fragile/uneven recovery in 2026 amid higher energy prices and global volatility (OECD Economic Outlook, June 2026).[[8]](https://www.oecd.org/en/publications/oecd-economic-outlook-volume-2026-issue-1_2d1956f0-en/full-report/finland_78e69ced.html) A minor US Embassy demonstration alert (March 6, 2026) fell outside the window. General OECD/EU context shows Finland with elevated overall unemployment (e.g., among higher rates in the bloc) but no acute youth-specific instability triggers.[[9]](https://www.instagram.com/p/DV6ahgPiT7w/)

**3. NGO or academic reports on Finland’s youth situation (2025 publications or later references):**  
- References to the OECD Education at a Glance 2025 report (cited June 2026) highlight challenges including social exclusion, rising mental health needs, low employment prospects, and declining life satisfaction/optimism among young people (tertiary attainment for 25-34 slightly down). Finnish Youth Council/Nuorisotutkimus noted intergenerational issues and gloom about the future.[[10]](https://www.facebook.com/YLENews/posts/are-the-kids-alright-young-people-in-finland-face-social-exclusion-mental-health/1648559453941489/)  
- Earlier 2025 items (e.g., Finland’s renewed Youth, Peace and Security National Action Plan 2025–2028, published ~Dec 2025; NUMO study noting €71.4 million state allocation to youth work in 2025) provide context but predate the window.[[11]](https://cnxus.org/wp-content/uploads/2025/01/UM_2025_6eng.pdf)[[12]](http://numo.org.ua/en/page/how-youth-policy-works-in-finland-a-study-by-the-rivne-regional-team-of-numo/)  
- Finnish Youth Research Society and related bodies continue multidisciplinary work, with no major new 2026 releases flagged in searches.

**4. Internet/mobile infrastructure access:**  
No shutdowns, rollouts, or coverage changes reported for Finland. Global discussions of disruptions (e.g., elsewhere in Q1 2026) do not involve Finland, which maintains strong digital connectivity policies and broadband investments.[[13]](https://digital-strategy.ec.europa.eu/en/policies/digital-connectivity-finland)

**Overall assessment:** Data reinforce ongoing elevated youth unemployment pressures (broadly aligned with the 22.2% male baseline) amid a sluggish labour market, with government forecasts pointing to gradual improvement later in 2026–2028 rather than immediate deterioration. No events or reports signal a significant upward shift in instability risk for young men. Continued monitoring of monthly Statistics Finland releases and the next labour market forecast would be warranted. Sources primarily include Statistics Finland (stat.fi), Trading Economics, Finnish Government (valtioneuvosto.fi), OECD, World Bank data pages, and Yle.

**Statistics Finland (Tilastokeskus) – Labour Force Survey and related labour/unemployment data**  
- URL: https://stat.fi/til/tyti/index_en.html (main labour pages) and https://stat.fi/en/services/statistical-data-services/open-data-and-interfaces (open data)  
- API: Yes (PxWeb API; supports XLSX, CSV, JSON, JSON-stat, XML exports from databases)  
- Update frequency: Monthly/quarterly for labour force and unemployment indicators (including youth-relevant breakdowns)  
- Auth required: None (free, open data under CC BY 4.0)[[1]](https://stat.fi/en/services/statistical-data-services/open-data-and-interfaces/interface-use-of-databases)

**Bank of Finland (Suomen Pankki) Open Data Portal (joint with FIN-FSA)**  
- URL: https://www.suomenpankki.fi/en/statistics/open-data/ and https://portal.boffsaopendata.fi/  
- API: Yes (Timeseries API and other open APIs for economic/financial indicators)  
- Update frequency: Varies (monthly/quarterly for economic and labour-market-related series)  
- Auth required: None (free; API key signup may be needed for some endpoints)[[2]](https://www.suomenpankki.fi/en/statistics/open-data/)

**Eurostat (EU statistical office) – Labour market and youth unemployment data for Finland**  
- URL: https://ec.europa.eu/eurostat (databrowser and bulk download sections)  
- API: Yes (REST/SDMX API and bulk downloads; country-level breakdowns available)  
- Update frequency: Monthly (unemployment rates) and quarterly/annually (youth-specific and detailed labour indicators)  
- Auth required: None (free public access)[[3]](https://ec.europa.eu/eurostat/statistics-explained/index.php?title=Unemployment_statistics)

**ILOSTAT – Europe and Central Asia regional labour statistics (country breakdowns including Finland)**  
- URL: https://ilostat.ilo.org/data/europe-and-central-asia/  
- API: Partial (bulk downloads and Data Explorer; some programmatic access via ILOSTAT tools)  
- Update frequency: Annual/periodic updates for youth employment/unemployment indicators  
- Auth required: None (free)[[4]](https://ilostat.ilo.org/data/europe-and-central-asia/)

**OECD Data Explorer – Employment, unemployment, and youth labour market indicators (Finland breakdowns)**  
- URL: https://data-explorer.oecd.org/  
- API: Yes (data access and explorer tools support exports/APIs)  
- Update frequency: Quarterly/annual for labour force and unemployment data  
- Auth required: None (free)[[5]](https://data-explorer.oecd.org/)

**Yle (Finnish Broadcasting Company) RSS feeds – National news coverage including labour/economic/youth topics**  
- URL: Yle.fi RSS endpoints (searchable via site or aggregators like https://rss.feedspot.com/finland_rss_feeds/)  
- API: No (RSS feeds only)  
- Update frequency: Daily/real-time as published  
- Auth required: None (public RSS)[[6]](https://rss.feedspot.com/finland_rss_feeds/)

**Helsingin Sanomat (major Finnish newspaper) RSS feeds – Reliable domestic coverage of economic and social issues**  
- URL: Available via hs.fi or aggregated Finland RSS lists (e.g., feedspot.com)  
- API: No (RSS feeds)  
- Update frequency: Daily  
- Auth required: None (public RSS)[[6]](https://rss.feedspot.com/finland_rss_feeds/)

**KEHA Centre (Employment and Economic Development Offices) – Register-based employment service statistics (complements survey data)**  
- URL: Referenced via Statistics Finland/Bank of Finland analyses; integration monitoring at tyomarkkinatori.fi  
- API: Limited/partial (some statistics available via national portals; not a primary public API)  
- Update frequency: Monthly/ongoing register updates  
- Auth required: None for public aggregates

These sources provide direct, machine-readable or downloadable data on unemployment, labour force participation, youth employment, and related economic indicators for Finland, complementing the already-used global sources. Regional options like Eurostat and ILOSTAT explicitly include Europe & Central Asia country-level detail. News RSS feeds enable monitoring of local context/instability signals. All listed are publicly accessible without paid tiers.

**Recent developments (last ~60 days, from ~late April 2026) show youth unemployment in Sweden remaining elevated but stable or slightly declining around the baseline of 25.2% (15-24 male, national, 2025), with no major new ILO/World Bank Sweden-specific releases identified.**[[1]](https://tradingeconomics.com/sweden/youth-unemployment-rate)[[2]](https://tradingeconomics.com/sweden/unemployment-rate)

**Key data points (primarily overall youth 15-24, as male-specific breakdowns are less frequently updated in recent monthly releases):**
- May 2026: Youth unemployment rate at 24.40% (seasonally adjusted; down from 24.60% in April 2026). Unadjusted figures were higher (e.g., ~28% in May). Source: Eurostat via Trading Economics.[[1]](https://tradingeconomics.com/sweden/youth-unemployment-rate)[[2]](https://tradingeconomics.com/sweden/unemployment-rate)
- April 2026: Youth rate around 24.6–26.5% in various reports (Sweden among the highest in the EU).[[3]](https://www.destatis.de/Europa/EN/Topic/Population-Labour-Social-Issues/Labour-market/EULabourMarketCrisis.html)[[4]](https://ycharts.com/indicators/sweden_youth_unemployment_rate_unadjusted)
- Annual 2025: ~24.3%.[[5]](https://fred.stlouisfed.org/series/SLUEM1524ZSSWE)[[6]](https://www.macrotrends.net/global-metrics/countries/swe/sweden/youth-unemployment-rate)
- SCB (Statistics Sweden) releases (e.g., February 2026 data): Youth (15-24) unemployment ~23.2–24.5%.[[7]](https://www.scb.se/en/finding-statistics/statistics-by-subject-area/labour-market/labour-force-supply/labour-force-surveys-lfs/pong/statistical-news/labour-force-surveys-lfs-february-2026/)
- Male-specific trends (limited recent granularity): Recent monthly figures around 25–27.8% in available series.[[8]](https://ycharts.com/indicators/sweden_male_youth_unemployment_rate)[[9]](https://ycharts.com/indicators/sweden_male_youth_unemployment_rate_trend)

No significant new ILO or World Bank Sweden-specific labor data releases in the period; global ILO reports reference broader trends without Sweden highlights.[[10]](https://researchrepository.ilo.org/view/pdfCoverPage?instCode=41ILO_INST&filePid=13147301370002676&download=true) World Bank data remains anchored to earlier years (e.g., 2022 or annual 2024/2025 aggregates).[[11]](https://humancapital.worldbank.org/en/economy/SWE)[[12]](https://www.theglobaleconomy.com/Sweden/youth_unemployment/)

**Political/security/economic events affecting young men (18-35):** Limited major escalations directly tied to broad youth instability. Notable items include protests in April 2026 (e.g., a large pro-US demonstration in Stockholm on April 11 with up to 10,000 expected participants, assessed as peaceful; and confrontations at the Defence Expo Sweden in mid-April over Israeli arms companies, involving activists and security responses).[[13]](https://se.usembassy.gov/security-alert-u-s-embassy-stockholm-sweden-april-10-2026/)[[14]](https://www.facebook.com/anews/videos/security-confronted-activists-at-defence-expo-sweden-using-close-range-force-as-/1672505650429288/)[[15]](https://www.instagram.com/reel/DXOoyLjCfYg/?hl=en)

In June 2026, the government dropped plans to allow imprisonment of serious offenders as young as 13 (lack of parliamentary support), amid mentions of young suspects (including teens) in attacks on Israeli-linked sites and potential Iran-linked gang recruitment of Swedish gang members.[[16]](https://www.bbc.com/news/articles/c0qy0dqldqjo) The coalition also backed down on some deportations of young adults.[[17]](https://www.lemonde.fr/en/international/article/2026/06/02/sweden-s-right-wing-and-far-right-coalition-backs-down-on-deportations-of-young-adults_6754037_4.html?srsltid=AfmBOoqPQfX84kSUOKe78KFH-LBg5RzJhQCkLalWj01ydNznrrrgK3FH) No coups, widespread militia activity, or economic shocks/currency crises reported.

**NGO/academic reports on Sweden’s youth situation (2025 publications):** Several from late 2025/early 2026, with limited brand-new releases in the exact window. Examples include the Generation Report 2025 (Ungdomsbarometern, Feb 2025 release; youth 15–24 prioritizing personal finance over broader issues).[[18]](https://swedenherald.com/article/swedish-youth-prioritize-personal-finance-over-social-issues) A June 2026 European Court of Auditors special report on EU cohesion policy for youth employment references Sweden’s youth unemployment at 18.2% (likely a 15–29 metric).[[19]](https://www.eca.europa.eu/en/publications/SR-2026-15) The Youth Progress Index 2025 (European Youth Forum, Nov 2025) ranks Sweden highly in some dimensions.[[20]](https://www.youthforum.org/files/Youth-Progress-Index-2025.pdf) A Nordic Welfare Centre status report on children/youth in persistent low-income families launched around Feb 2026.[[21]](https://www.youtube.com/watch?v=YoiFx8mAFC0) Youth climate litigation (Aurora group) continued into early 2026.[[22]](https://earth.org/swedish-youth-sue-government-over-climate-inaction/)

**Internet/mobile infrastructure:** No shutdowns, major coverage gaps, or negative rollouts reported. Sweden maintains very high access (e.g., ~99% broadband mobile connections per 2025–2026 data; strong 4G/5G coverage and speeds, with ongoing expansions).[[23]](https://datareportal.com/reports/digital-2026-sweden)[[24]](https://www.roafly.com/blog/how-to-get-internet-in-sweden) A notable policy shift: Nationwide ban on mobile phones in schools (ages 7–16) effective from the 2026–27 academic year (announced ~May/June 2026) to reduce distractions and support learning.[[25]](https://www.linkedin.com/posts/cnbc-tv18_sweden-schoolban-backtobooks-activity-7470151959929507841-1fF_)[[26]](https://www.npr.org/2026/06/09/g-s1-126967/sweden-set-to-ban-mobile-phones-in-schools)

**Assessment vs. baseline:** No developments appear to signal a significant shift in the instability picture (youth unemployment stable/slightly improved near 24–25%; isolated protests and gang-related security notes but no systemic shocks). Continued monitoring of monthly SCB/Eurostat releases and gang/violence trends is warranted. Sources primarily include Trading Economics/Eurostat, SCB, and news outlets as linked above.

**Statistics Sweden (SCB) – Labour Force Surveys (LFS) and related labour/unemployment data**  
- URL: https://www.scb.se/en/ (statistical database: https://www.statistikdatabasen.scb.se/pxweb/en/ssd/; PxWeb API docs: https://www.scb.se/PxWebApi_v2-en or https://www.scb.se/globalassets/vara-tjanster/px-programmen/pxwebapi1.0_description_2024.pdf)  
- API: Yes (PxWeb API v1/v2; returns JSON, JSON-stat, etc.; machine-readable downloads also available)  
- Update frequency: Monthly/quarterly (LFS unemployment, employment by age, etc.)  
- Auth required: None (open data, CC0 policy)[[1]](https://www.scb.se/PxWebApi_v2-en)[[2]](https://commons.wikimedia.org/wiki/Data:Unemployment_in_Sweden.tab)

**Sveriges Riksbank (Swedish Central Bank) – Macro indicators, forecasts & outcomes (including labour market/unemployment)**  
- URL: https://www.riksbank.se/en-gb/statistics/macro-indicators/forecasts-and-outcomes/ (API portal: https://developer.api.riksbank.se/)  
- API: Yes (REST API for forecasts/outcomes since 2020; also separate API for interest/exchange rates)  
- Update frequency: Quarterly (labour market variables); more frequent for some series  
- Auth required: None (open; registration optional via portal for some use)[[3]](https://www.riksbank.se/en-gb/statistics/macro-indicators/forecasts-and-outcomes/)[[4]](https://www.riksbank.se/en-gb/statistics/macro-indicators/forecasts-and-outcomes/retrieving-forecasts-and-outcomes-via-api/)

**Eurostat – Unemployment statistics (EU-LFS, youth unemployment, country breakdowns for Europe)**  
- URL: https://ec.europa.eu/eurostat (databrowser: e.g., une_rt_m or related datasets; API: https://ec.europa.eu/eurostat/web/json-and-xml)  
- API: Yes (REST/JSON API; bulk downloads)  
- Update frequency: Monthly (youth unemployment rates by country, including Sweden)  
- Auth required: None (free/open)[[5]](https://ec.europa.eu/eurostat/statistics-explained/index.php?title=Unemployment_statistics)

**ILOSTAT – Europe & Central Asia labour statistics (country-level youth/unemployment indicators)**  
- URL: https://ilostat.ilo.org/data/europe-and-central-asia/ (or main ILOSTAT bulk/API)  
- API: Yes (ILOSTAT API/bulk downloads; also via World Bank/others)  
- Update frequency: Annual/periodic (modelled and survey-based)  
- Auth required: None (free)[[6]](https://ilostat.ilo.org/data/europe-and-central-asia/)

**OECD – Youth unemployment rate and labour market indicators (Sweden & Europe)**  
- URL: https://www.oecd.org/en/data/indicators/youth-unemployment-rate.html (data.oecd.org or stats.oecd.org)  
- API: Yes (OECD API / SDMX / bulk)  
- Update frequency: Monthly/quarterly/annual  
- Auth required: None (free)[[7]](https://www.oecd.org/en/data/indicators/youth-unemployment-rate.html)

**NewsAPI.org or World News API – Sweden news sources**  
- URL: https://newsapi.org/s/sweden-news-api or https://worldnewsapi.com/docs/news-sources/sweden-news-api/  
- API: Yes (news aggregation APIs; covers ~70+ Swedish sources)  
- Update frequency: Real-time/daily (headlines, articles)  
- Auth required: Free tier (limited calls) or paid plans[[8]](https://newsapi.org/s/sweden-news-api)

**Save the Children Sweden – Child poverty / vulnerability reports (relevant for youth instability proxies)**  
- URL: https://resourcecentre.savethechildren.net/ (search Sweden child poverty reports)  
- API: No (primarily PDF/reports; some data tables)  
- Update frequency: Annual  
- Auth required: None (free downloads)[[9]](https://resourcecentre.savethechildren.net/document/a-new-reality-save-the-children-swedens-child-poverty-report-2025)

**Nordic Statistics / Nordic Welfare Centre – Labour market, NEET, youth indicators (Nordic/Sweden breakdowns)**  
- URL: https://www.nordicstatistics.org/areas/labour-market/  
- API: Partial/limited (data matrices; some bulk)  
- Update frequency: Quarterly/annual  
- Auth required: None (free)[[10]](https://www.nordicstatistics.org/areas/labour-market/)

These are non-inference, publicly accessible sources focused on raw/official statistics or feeds. SCB and Riksbank provide the strongest Sweden-specific machine-readable options for labour/youth employment data. Eurostat/OECD/ILOSTAT add strong Europe & Central Asia regional coverage with Sweden disaggregations. No major paid-only or auth-heavy sources were identified for core indicators.

**No new official updates to youth unemployment data in the last 60 days (roughly late April–June 2026).** World Bank modeled ILO estimates for youth unemployment (15-24, total) remain at 22.744–23.55% for 2023, with the most recent data access noted around January 2026.[[1]](https://fred.stlouisfed.org/series/SLUEM1524ZSLBN)[[2]](https://tradingeconomics.com/lebanon/unemployment-youth-total-percent-of-total-labor-force-ages-15-24-wb-data.html)[[3]](https://data.worldbank.org/indicator/SL.UEM.1524.ZS?locations=LB) Older CAS/ILO survey data (2022) continues to be referenced, showing national unemployment at 29.6% and youth unemployment (15-24) at 47.8% (nearly double the adult rate), with male unemployment at 28.4% overall (higher for youth).[[4]](https://blog.blominvestbank.com/ilo-lebanons-employment-ratio-falls-to-30-6-and-youth-unemployment-rises-to-47-8/)[[5]](https://blog.blominvestbank.com/cas-ilo-unemployment-is-at-29-6-and-youth-unemployment-at-47-8-in-lebanon/) A February 2026 analysis noted rates exceeding 50% for 15-24 year olds amid ongoing crisis, but without fresh official figures.[[6]](https://www.baynetna.media/en/is-lebanons-economic-recovery-in-2026-a-myth-for-youth-employment/) This leaves the baseline (23.3% for 15-24 males in 2023) unchanged by new releases.

**Major escalation in the Israel-Hezbollah conflict since early March 2026 dominates youth instability risks for men aged 18-35.** Key developments include intensified fighting, Israeli ground operations and buffer zone establishment in southern Lebanon, airstrikes (e.g., coordinated wave on April 8 killing over 300), and Hezbollah rocket/drone responses.[[7]](https://www.securitycouncilreport.org/monthly-forecast/2026-05/lebanon-38.php) By late April 2026, Lebanese government figures reported at least 2,489 killed and 7,719 injured since March 2, with over 1 million internally displaced (>20% of the population).[[7]](https://www.securitycouncilreport.org/monthly-forecast/2026-05/lebanon-38.php)[[8]](https://www.rescue.org/article/lebanon-crisis-what-happening-and-how-help) This has sharply worsened food insecurity (1.24 million facing acute levels per IPC) and disrupted livelihoods/income opportunities, particularly in conflict zones.[[7]](https://www.securitycouncilreport.org/monthly-forecast/2026-05/lebanon-38.php)

Young men face heightened risks from militia involvement (e.g., Hezbollah), combat exposure, displacement-driven economic shocks, and informal sector pressures. Protests occurred, including by Lebanese Americans in Washington, D.C., on June 5, 2026, criticizing government/U.S./Israeli actions amid displacement and casualties.[[9]](https://www.facebook.com/tmjnewsnetwork/posts/on-june-5-2026-lebanese-americans-protested-at-an-event-taking-place-the-residen/1440175371475620/) A fragile/violated ceasefire context persists, with economic contraction, poverty (already ~80% pre-escalation), and infrastructure damage compounding baseline instability. This represents a significant negative shift from the 41.8/100 fuse score, driven by mass displacement, casualties, and livelihood collapse.

**Limited new 2025/2026 NGO or academic reports specifically on youth in the last 60 days.** Earlier 2025 analyses (e.g., November 2025 AUB visualization) highlighted rising youth unemployment despite increasing tertiary enrollment, contrasting with global/OECD trends.[[10]](https://sites.aub.edu.lb/datavisualization/2025/11/17/education-vs-youth-unemployment-trends-in-lebanon-jordan/) UNRWA issued an April 2026 emergency response update for Lebanon (launched March 4), focusing on shelters and aid amid displacement.[[11]](https://www.unrwa.org/resources/reports/unrwa-situation-report-7-lebanon-emergency-response-2026) Broader 2024–early 2025 reports (e.g., ETF country fiche) reiterate ~30% national and ~50% youth unemployment, plus high NEET rates.[[12]](https://www.etf.europa.eu/sites/default/files/2025-04/Country%20Fiche_Lebanon_2024_EN_web%20%281%29.pdf) No major new flagship youth-specific publications flagged in the search window.

**Internet/mobile access disrupted by conflict-related damage, with no reported deliberate shutdowns or major new rollouts.** Israeli strikes damaged at least 18 telecommunications towers (per UNDP), causing prolonged outages in southern Lebanon and Beirut suburbs—lasting months in heavily impacted areas post-2024 ceasefire and into 2026 fighting.[[13]](https://freedomhouse.org/country/lebanon/freedom-net/2025) This affects youth access to information, remote work/education, job searches, and communication, potentially increasing vulnerability or reliance on alternative networks. No nationwide shutdowns noted for Lebanon (unlike some regional examples).

**Summary flag:** The March–June 2026 conflict escalation is the primary driver shifting the instability outlook, through displacement (>1 million), casualties, livelihood destruction, and infrastructure damage—far outweighing stagnant unemployment metrics. Young men (18-35) are disproportionately exposed via security dynamics, economic fallout, and service disruptions. Sources include World Bank/ILO data portals, Security Council Report, UN OCHA/UNRWA updates, and media reporting on events through June 2026.

**Here are relevant non-inference data sources for Lebanon (with coverage of broader MENA, Afghanistan, and Pakistan where applicable), focused on youth-relevant indicators like unemployment/labor, economic metrics, and crisis/poverty tracking. These complement the listed sources (World Bank, ACLED, etc.).** Information is based on official sites and documentation as of mid-2026; always verify current status for APIs/downloads.

- **Central Administration of Statistics (CAS) Lebanon** — http://www.cas.gov.lb/ (or direct sections like labor force publications). No public API; machine-readable downloads (PDF/Excel reports, some microdata from surveys like Labour Force and Household Living Conditions Survey 2018-2019 or follow-up LFS 2022). Irregular updates (survey-based, e.g., annual or ad-hoc labor/unemployment reports with youth breakdowns). Auth: none (public downloads).[[1]](https://globaledge.msu.edu/global-resources/resource/168)[[2]](https://blog.blominvestbank.com/cas-ilo-unemployment-is-at-29-6-and-youth-unemployment-at-47-8-in-lebanon/)

- **Banque du Liban (BDL) Economic & Financial Data** — https://www.bdl.gov.lb/economicandfinancialdata.php. No API; extensive tables and series on economic indicators (imports/exports, monetary aggregates, construction, electricity, etc.; indirect links to employment/economy via proxies). Monthly/quarterly updates for many series. Auth: none (public access/downloads).[[3]](https://www.bdl.gov.lb/economicandfinancialdata.php)

- **UN ESCWA Data Hub for the Arab Region (UNDHA)** — https://data.unescwa.org/ (or https://www.unescwa.org/portal/data). No dedicated public API mentioned; searchable database with tables, charts, maps, and downloads (country breakdowns for Arab states including Lebanon; covers SDGs, labor/economy, national accounts). Periodic updates from national sources and ESCWA studies. Auth: none (free unrestricted access). Covers MENA broadly.[[4]](https://www.unescwa.org/portal/data)

- **Asian Development Bank (ADB) Data Library / Key Indicators Database (KIDB)** — https://data.adb.org/ (API: https://kidb.adb.org/api for SDMX/REST). Yes, APIs available (including for KIDB); datasets, dashboards, and downloads with country breakdowns (strong coverage for Afghanistan and Pakistan on economic/labor indicators; limited or none for Lebanon as it is outside core ADB members). Regular updates (annual/key indicators). Auth: none for public data/API access.[[5]](https://data.adb.org/)

- **LBCI News RSS Feeds** — https://www.lbcgroup.tv/rss/en (English). RSS feeds (no dedicated API, but standard RSS consumption). Frequent/daily updates on Lebanon news, including economic, political, and youth-relevant topics. Auth: none. Reliable local source for real-time context.[[6]](https://www.lbcgroup.tv/rss/en)

- **Open Data Lebanon** — https://www.opendatalebanon.org/en. No API mentioned; citizen-curated platform with searchable public datasets and downloads (aggregates government/NGO data on various topics including economy). Irregular/variable updates. Auth: none. Useful aggregator for Lebanon-specific open data.[[7]](https://www.opendatalebanon.org/en)

Additional notes: No strong evidence of public APIs from the Lebanese Finance Ministry or dedicated youth-employment portals beyond the above. For NGOs/think tanks with APIs, sources like HDX (humanitarian data for Lebanon) or ReliefWeb offer downloads/APIs but are more crisis-focused and already partially overlapping with ACLED/World Bank. Regional options like the Arab Monetary Fund or others were not identified with strong public machine-readable access for these indicators.

**No major new Kabul metro-specific labor market or unemployment statistics were identified in the last 60 days (roughly late April–June 2026).** National/urban figures and anecdotal reports continue to highlight elevated youth joblessness, consistent with (but not updating) the 15.8% national baseline for males aged 15-24.[[1]](https://8am.media/eng/taliban-rule-and-the-grip-of-poverty-nearly-70-of-the-population-unemployed/)[[2]](https://8am.media/eng/kabul-youth-unemployment-job-opportunities/)

A May 18, 2026, report from 8am.media (Hasht-e Subh) specifically on Kabul youth described shrinking job opportunities, rising unemployment, nepotism in hiring, and frustration among young people in the city. It referenced World Bank data noting that unemployment in Afghanistan has doubled overall, with one in four young people jobless. Young Kabul residents interviewed complained of limited prospects, particularly for educated youth.[[2]](https://8am.media/eng/kabul-youth-unemployment-job-opportunities/)[[3]](https://pajhwok.com/2025/08/28/afghanistan-faces-highest-unemployment-rate-citizens-seek-jobs/) Older references (e.g., ILO via UNDP) cite urban youth unemployment exceeding 30%, with services and construction sectors hit hard, but these predate the period.[[1]](https://8am.media/eng/taliban-rule-and-the-grip-of-poverty-nearly-70-of-the-population-unemployed/)

**No significant new political, security, militia, protest, or mass-layoff events specifically targeting or occurring in Kabul metro and directly affecting young men (18-35) were reported in the last 60 days.** Cross-border tensions with Pakistan and protests/crackdowns (e.g., in Herat in June 2026) were noted elsewhere, with limited direct spillover to Kabul in available reporting.[[4]](https://www.hrw.org/news/2026/06/11/afghanistan-taliban-use-excessive-force-against-protesters)[[5]](https://www.cfr.org/global-conflict-tracker/conflict/war-afghanistan) Earlier incidents (e.g., January 2026 ISKP attack in Kabul) fall outside the window. Economic stagnation, high poverty, and returnee-driven labor market pressure remain background factors that could exacerbate youth instability nationally and in urban centers like Kabul, but no acute shocks were flagged.[[6]](https://www.worldbank.org/ext/en/country/afghanistan)

**No new NGO or think-tank reports focused specifically on Kabul’s youth situation and published in 2025 (or early 2026) were identified in targeted searches.** Broader 2025 reports (e.g., World Bank Afghanistan Development Updates, UNESCO/UNICEF Education Situation Report 2025) address national youth employment challenges, high NEET rates (42% of adolescents not in education, employment, or training, with girls disproportionately affected at 68%), skills mismatches, and education/livelihood barriers, with urban implications. These align with baseline concerns but are not Kabul-metro specific or newly published in the tracking window.[[7]](https://thedocs.worldbank.org/en/doc/777eab7b5ab9802aa3535f1e73fa1456-0310012025/original/Afghanistan-Development-Update-April-2025.pdf)[[8]](https://articles.unesco.org/sites/default/files/medias/fichiers/2025/10/Afghanistan%20Education%20Situation%20Report%202025.pdf)

**Internet/mobile infrastructure developments in Kabul:** In May 2026 (reports dated around May 11–17), sources indicated Taliban authorities ordered cuts or restrictions to residential fibre-optic internet access in Kabul, following the major nationwide fibre-optic and mobile shutdown of late September–early October 2025 (which affected Kabul and lasted ~48 hours before partial restoration). These measures were reportedly linked to preventing “immorality” or for security/intelligence reasons and could limit youth access to information, remote work, or online opportunities.[[9]](https://www.afintl.com/en/202605112124)[[10]](https://8am.media/eng/taliban-digital-prison-internet-shutdown/)[[9]](https://www.afintl.com/en/202605112124)

**Overall assessment:** Developments remain consistent with the baseline (high national youth unemployment at 15.8% for the specified group; national instability fuse at 43/100), with persistent Kabul-specific anecdotal evidence of youth frustration and job scarcity, plus renewed/recent fibre-optic restrictions in the capital. No data points indicate a significant upward or downward shift in the local instability picture for Kabul metro. All sources are national or urban-focused where Kabul is mentioned; truly granular provincial/city-level statistics remain scarce in open reporting.

**Here is a bullet list of relevant Kabul-specific (city/provincial) non-inference data sources, based on public web searches (focusing on machine-readable or downloadable data where possible).** Many Afghan official sources emphasize reports/surveys over live APIs due to the context, with limited real-time municipal data portals. Granularity is often provincial (Kabul Province) or city/district level within Kabul.[[1]](https://ghdx.healthdata.org/organizations/national-statistic-and-information-authority-nsia-afghanistan)[[2]](https://data.humdata.org/dataset/cod-ab-afg)

- **National Statistics and Information Authority (NSIA, formerly CSO)**: https://nsia.gov.af/ — No public API (primarily reports/downloads); irregular/survey-based updates (e.g., Afghanistan Living Conditions Survey/ALCS with provincial labor/unemployment, population, and socio-economic data disaggregated to Kabul Province); auth none (public downloads); granularity provincial (Kabul Province) and some urban/rural splits.[[3]](https://washdata.org/sites/default/files/documents/reports/2018-07/Afghanistan%20ALCS%202016-17%20Analysis%20report.pdf)[[4]](https://en.wikipedia.org/wiki/National_Statistics_and_Information_Authority)
- **Kabul Municipality (KM) official site and databases**: https://km.gov.af/english (and linked portals like https://kmplan.km.gov.af, https://rfq.km.gov.af, http://km.cyberaan.com/public/reports/violations) — No dedicated statistics API; partial machine-readable elements (e.g., violation graphs, tender lists, city plans); updates as available (news/tenders ongoing); auth none; granularity Kabul city/district (nahia) level for urban projects, violations, and plans.[[5]](https://km.gov.af/english)
- **Afghanistan Subnational Administrative Boundaries (COD-AB) via HDX**: https://data.humdata.org/dataset/cod-ab-afg — No API (GeoJSON, shapefiles, Excel downloads); static with periodic updates (latest version ~2026); auth none; granularity admin level 1 (34 provinces, including Kabul) and level 2 (401 districts) for filtering events or data to Kabul Province/city.[[2]](https://data.humdata.org/dataset/cod-ab-afg)[[2]](https://data.humdata.org/dataset/cod-ab-afg)
- **ACLED Afghanistan data (with Kabul-specific coding)**: acleddata.com (country page/explorer; data export) — API available (commercial/research access); near real-time to weekly updates; auth free tier or paid for full/export; granularity event-level with geoprecision codes, district/province names, and improved Kabul city coding—filterable to Kabul via location or admin codes (pairs with HDX boundaries).[[6]](https://acleddata.com/methodology/acleds-methodology-afghanistan)[[7]](https://acleddata.com/update-log/data-update-improved-location-coding-kabul-city-acleds-afghanistan-dataset)
- **Pajhwok Afghan News RSS feed**: https://pajhwok.com/feed/ (or site feeds) — RSS feed (no dedicated API); daily updates; auth none; granularity national with strong Kabul coverage (Dari/Pashto/English local news on events, economy, youth issues).[[8]](https://rss.feedspot.com/afghanistan_news_rss_feeds/)
- **Afghanistan Analysts Network (AAN) reports**: https://www.afghanistan-analysts.org/ (reports/dossiers archive) — No API (PDF/HTML report downloads); irregular (multiple reports per year on Kabul-specific topics like urban life, governance, poverty); auth none; granularity Kabul city/province focus in many analyses (think tank crisis/urban monitoring).[[9]](https://www.afghanistan-analysts.org/en/category/reports/)

**Notes**: Sub-national labor/unemployment data is mainly available via NSIA ALCS surveys (provincial disaggregation, not always city-specific or annual). Think tank/NGO outputs (e.g., AAN, AREU) are mostly qualitative/report-based rather than structured datasets. Local-language feeds are RSS-heavy; municipal stats remain limited post-2021. No prominent paid city-level APIs identified beyond general news or ACLED tiers. Cross-reference with your existing country-level sources (e.g., ACLED national).

**No major new government, ILO, or World Bank releases on youth (or male-specific 15-24) unemployment for Bosnia and Herzegovina appear in the last 60 days (roughly April–June 2026).** Available modeled ILO/World Bank data remains anchored to 2025 figures, with total youth unemployment (15-24) at approximately 28.2% for 2025.[[1]](https://fred.stlouisfed.org/series/SLUEM1524ZSBIH)[[2]](https://www.statista.com/statistics/811689/youth-unemployment-rate-in-bosnia-and-herzegovina/?srsltid=AfmBOooFBu8PokttJusITtWJSlX5rHxcs0n21yGdl_QKD7o6Qc-wESsW)

Earlier quarterly national data (e.g., Youthwiki updates referencing Q1 2025 at 30.2% and Q3 2025 at ~33.5%) align closely with the provided baseline of 26.5% for males.[[3]](https://national-policies.eacea.ec.europa.eu/youthwiki/chapters/bosnia-and-herzegovina/31-general-context) No 2026 LFS youth-specific figures have been prominently released or cited in recent sources. The instability fuse score baseline (43.2/100) shows no direct updates.

**No significant political, security, or economic events targeting or disproportionately affecting young men (18-35) were identified in the period.** Ongoing structural tensions persist, including Republika Srpska secessionist rhetoric under President Milorad Dodik, legal challenges, and sanctions, but these are long-standing rather than acute new developments.[[4]](https://bti-project.org/en/reports/country-report/BIH)

- A tram accident in Sarajevo (February 2026) sparked protests in March 2026, outside the 60-day window.[[5]](https://china-cee.eu/2026/03/13/bosnia-and-herzegovina-monthly-briefing-tragedy-in-the-center-of-sarajevo-responsibility-protests-and-politics/)[[6]](https://ba.usembassy.gov/demonstration-alert-u-s-embassy-sarajevo-bosnia-and-herzegovina-thursday-march-5-2026/)
- Early April 2026 saw positive street celebrations in Sarajevo following Bosnia and Herzegovina’s World Cup qualification (penalty shootout win over Italy), providing a rare unifying moment amid political stagnation rather than unrest.[[7]](https://balkaninsight.com/2026/04/01/world-cup-qualification-brings-rare-sense-of-hope-to-bosnia/bi/)
- A high-level UN peacebuilding conference in Sarajevo on June 22, 2026, emphasized youth inclusion in multilateral efforts but framed it positively.[[8]](https://bosniaherzegovina.un.org/en)

No reports of coup attempts, militia recruitment, economic shocks, or currency crises emerged. Broader economic and demographic challenges (high youth unemployment, brain drain, NEET rates around 22%) continue as structural issues.[[9]](https://national-policies.eacea.ec.europa.eu/youthwiki/chapters/bosnia-and-herzegovina/41-general-context)

**Notable 2025 NGO/academic or institutional reports on youth (published or referencing 2025 data) include the BTI 2026 Country Report and UN Bosnia and Herzegovina Annual Results Report 2025 (released ~June 2026).** These highlight persistent high youth unemployment (~27–31% range in recent estimates), NEET challenges, migration pressures, and limited labor market integration but do not indicate sharp deteriorations beyond the baseline.[[4]](https://bti-project.org/en/reports/country-report/BIH)[[8]](https://bosniaherzegovina.un.org/en) Youthwiki updates (Feb 2026) similarly note ongoing barriers without new crisis signals.[[9]](https://national-policies.eacea.ec.europa.eu/youthwiki/chapters/bosnia-and-herzegovina/41-general-context)

**No changes to internet/mobile infrastructure access (shutdowns, major rollouts, or coverage shifts) were reported for BIH.** General 2026 coverage guides describe reliable nationwide 4G/5G from providers like BH Telecom, with no incidents noted (unlike shutdowns reported elsewhere globally).[[10]](https://sparkroam.com/bosnia-and-herzegovina-mobile-network-coverage/)

**Overall assessment:** Nothing identified in the last 60 days would significantly shift the youth instability picture from the given baseline. Unemployment metrics remain consistent with 2025 levels around 28%, political tensions are chronic rather than escalating acutely for youth, and positive or neutral events (e.g., sports celebrations, peacebuilding forums) predominate over instability triggers. Continued monitoring of quarterly LFS releases and RS-related political developments is recommended. Sources include World Bank/FRED data portals, BTI Project, UN Bosnia site, Youthwiki, and news aggregators.

**• Agency for Statistics of Bosnia and Herzegovina (BHAS) – Labor/unemployment data (LFS, registered unemployment, wages, employment by activity):** https://bhas.gov.ba/?lang=en; No API; Monthly (registered unemployment, employment) / quarterly or annual (LFS-based rates); None (PDF press releases, some tables; machine-readable downloads limited or absent).[[1]](https://bhas.gov.ba/?lang=en)

**• Labor and Employment Agency of Bosnia and Herzegovina (ARZ) – Registered unemployment and labor market reviews:** https://arz.gov.ba/ (statistika section); No API; Monthly; None (reports/tables, often HTML/PDF).[[2]](https://national-policies.eacea.ec.europa.eu/youthwiki/chapters/bosnia-and-herzegovina/31-general-context)

**• Central Bank of Bosnia and Herzegovina (CBBH) Statistics Web Portal – Economic/monetary indicators, inflation, external sector, lending surveys (relevant to youth employment/economic context):** https://www.cbbh.ba/content/read/915 (dashboard access); No dedicated public API; Monthly/quarterly; None (interactive portal with data exports, likely Excel/PDF; release calendar available).[[3]](https://www.cbbh.ba/content/read/915)

**• UNECE Statistical Database / Data Portal – Country-level breakdowns for Europe & Central Asia (labor market, unemployment, demographics, economy for BiH):** https://w3.unece.org/ or https://w3.unece.org/PXWeb/; Partial (PXWeb-based; some query/export capabilities, not full modern REST API); Varies by indicator (annual/periodic); None (free access/downloads).[[4]](https://w3.unece.org/)

**• ILOSTAT – Europe & Central Asia labor statistics (youth unemployment, employment, NEET proxies for BiH and region):** https://ilostat.ilo.org/data/europe-and-central-asia/; Yes (data explorer, bulk downloads, some programmatic tools); Annual/periodic updates with latest modeled/national estimates; None (free).[[5]](https://ilostat.ilo.org/data/europe-and-central-asia/)

**• News RSS feeds (reliable BiH coverage for instability/youth context monitoring):** Multiple sources via aggregators like https://rss.feedspot.com/bosnia_and_herzegovina_news_rss_feeds/ (e.g., Mondo, Nezavisne novine, Fokus, Slobodna Bosna, Haber.ba); RSS available on most; Varies (daily/near real-time); None (public RSS).[[6]](https://rss.feedspot.com/bosnia_and_herzegovina_news_rss_feeds/)

**• Humanitarian Data Exchange (HDX) – BiH-specific humanitarian, poverty, crisis, and development datasets (country group filter):** https://data.humdata.org/group/bih; Partial (bulk downloads, some datasets support API-like access via CKAN); Varies by dataset (frequent updates for crises); None (free registration optional for some features).[[7]](https://data.humdata.org/dataset/?q=Human+Development+Indicators+by+Country&groups=bih&page=2)

**• International Crisis Group (CrisisWatch) – Conflict/instability monitoring with BiH entries (early warning for youth instability tracker):** https://www.crisisgroup.org/ (CrisisWatch section); No dedicated data API (narrative + structured situation reports); Monthly; None (free access).[[8]](https://www.crisisgroup.org/)

Note: No strong evidence of full public REST APIs or open bulk CSV/JSON repositories for the national statistical office or central bank (primarily PDF/table releases or interactive portals). Regional sources like UNECE/ILOSTAT provide the most structured country breakdowns. All listed are publicly accessible without paid tiers based on current information.

**No major developments in the last ~60 days (since ~late April 2026) significantly shift Uruguay’s youth instability baseline (youth unemployment 15-24 male national at 22.9% for 2025; national instability fuse score 43.3/100).** The picture remains one of structurally elevated youth joblessness (consistent with or slightly above baseline levels), modest overall labor market stability, ongoing but non-escalating concerns around crime/poverty/security, and high digital access with no disruptions.[[1]](https://es.tradingeconomics.com/uruguay/unemployment-rate)[[2]](https://tradingeconomics.com/uruguay/unemployment-rate/news/556247)

**1. Youth unemployment data/releases:**  
The most recent official figures come from Uruguay’s Instituto Nacional de Estadística (INE) Continuous Household Survey (ECH) for April 2026 (released around early June 2026): overall unemployment at 7.5% (down from 7.8% in March and 8.0% in April 2025); youth unemployment (ages 14-24) at 23.3%. This is the highest rate among age groups, compared to 10.2% for ages 25-29 and under 7% for most older groups. Overall unemployment by gender: 6.4% men, 8.7% women. No new ILO/World Bank modeled estimates or male-specific 15-24 breakdowns were released in the period; prior annual modeled data show total youth (15-24) unemployment at ~25.15% for 2025.[[3]](https://www.gub.uy/instituto-nacional-estadistica/tematica/actividad-empleo-desempleo)[[4]](https://www.swissinfo.ch/spa/el-desempleo-en-uruguay-baja-a-7%2C5-%25-en-abril-de-2026/91524682)[[5]](https://fred.stlouisfed.org/series/SLUEM1524ZSURY)

A May 1, 2026, social media post from Juventud Partido Nacional highlighted high youth unemployment as a source of frustration. A related video discussion on youth unemployment, mental health, and political activism appeared around two months prior. No new government, ILO, or World Bank releases in the window alter the 2025 baseline materially.[[6]](https://www.instagram.com/reel/DXzbhhVJOCE/)

**2. Political, security, or economic events affecting young men (18-35):**  
No protests, coup attempts, militia recruitment, or major economic shocks/currency crises specific to young men were reported in the period. Broader context includes a modest economic slowdown (growth projected at ~1.8% for 2026 after ~2% prior year, amid weak harvest, strong peso, and competitiveness pressures), with some firm closures noted in 2025 but no acute crisis. Security showed modest improvement (homicides down slightly in preliminary 2025 data to a rate of 10.3 per 100,000; robberies and scams declined double-digits year-over-year), though crime/drug-trafficking and prison issues remain concerns. Earlier (Feb 2026) UN CESCR review raised questions on youth unemployment and child poverty (~44% of those in poverty under 18) but noted education enrollment gains.[[7]](https://www.americasquarterly.org/article/uruguays-orsi-confronts-economic-headwinds-and-shifting-geopolitics/)[[8]](https://www.ohchr.org/en/meeting-summaries/2026/02/experts-committee-economic-social-and-cultural-rights-commend-uruguay)

**3. NGO/academic reports on youth situation (2025 publications):**  
- UNICEF Uruguay Annual Report 2025 (released ~Feb 2026) notes child labor prevalence at 6.8% (ages 5-17, with boys more in economic activities) and ongoing challenges for vulnerable children/families.[[9]](https://open.unicef.org/download-pdf?country-name=Uruguay&year=2025)[[9]](https://open.unicef.org/download-pdf?country-name=Uruguay&year=2025)  
- BTI 2026 Uruguay Country Report (covering developments through 2025) highlights persistent issues like child poverty, rising homicides linked to drug trafficking, and labor market challenges, with the new government facing education/labor reform needs.[[10]](https://bti-project.org/en/reports/country-report/URY)[[10]](https://bti-project.org/en/reports/country-report/URY)  
- UNDP country program document (Nov 2025) notes labor market constraints for youth. No major new 2025-dated NGO/academic reports surfaced specifically in the last 60 days.

**4. Internet/mobile infrastructure:**  
No shutdowns, rollouts, or coverage changes reported. Uruguay maintains high access: ~93% internet penetration and ~7.3 million mobile connections (~216% of population, reflecting multiple SIMs) as of late 2025 data, with stable competitive markets and no election-related or other disruptions noted for 2026.[[11]](https://datareportal.com/reports/digital-2026-uruguay)

**Overall assessment:** Youth unemployment remains structurally high and consistent with the baseline (recent total youth rate of 23.3% in April 2026 is close to the 2025 male-specific figure). Broader stability, modest security gains, and high digital access do not indicate an escalation in instability risk. Continued monitoring of monthly INE youth breakdowns and any new ILO updates would be warranted. Sources include INE.gub.uy releases, Trading Economics summaries, World Bank/FRED modeled data, and reports from UNICEF/UNDP/BTI.

**• INE Uruguay (Instituto Nacional de Estadística) – National statistics bureau**  
URL: https://www.ine.gub.uy/ (open data portal: https://www4.ine.gub.uy/Anda5/index.php/opendata)  
API: Yes (open data/API for developers; also bulk/machine-readable downloads like Excel/CSV for Encuesta Continua de Hogares labor/unemployment data)  
Update frequency: Monthly/quarterly (labor force, unemployment, informality, poverty)  
Auth required: None/free

**• Banco Central del Uruguay (BCU) – Central bank**  
URL: https://www.bcu.gub.uy/ (Statistics-Studies section)  
API: Partial/yes (dedicated API for exchange rates/cotizaciones at https://cotizaciones.bcu.gub.uy/; statistics database with downloads and some web services)  
Update frequency: Daily to quarterly (economic indicators, employment-related via national accounts)  
Auth required: None/free (public sections)

**• CEPALSTAT (ECLAC/United Nations Economic Commission for Latin America and the Caribbean)**  
URL: https://statistics.cepal.org/portal/cepalstat/index.html?lang=en  
API: Yes (Open Data/API for massive data access; interactive tables, bulk downloads)  
Update frequency: Periodic/annual or as new data released (LAC-wide with Uruguay country breakdowns on employment, poverty, youth, SDGs)  
Auth required: None/free

**• ILOSTAT (ILO) – Americas labor statistics**  
URL: https://ilostat.ilo.org/data/ (Americas subset)  
API: Partial (data explorer/tools for downloads in Excel/CSV; bulk access options)  
Update frequency: Regular updates (labor force, unemployment by age/sex, youth indicators; country-level for Uruguay)  
Auth required: None/free

**• World News API / Uruguay news sources (for RSS/API monitoring)**  
URL: https://worldnewsapi.com/docs/news-sources/uruguay-news-api/ (monitors ~10 Uruguay sources)  
API: Yes (REST API for news search)  
Update frequency: Daily (hundreds of items)  
Auth required: Free tier available (paid for higher volume)

**• OPHI / MPPN (Oxford Poverty and Human Development Initiative) – Multidimensional Poverty Index (via INE partnership)**  
URL: https://ophi.org.uk/ (Uruguay MPI pages)  
API: No (reports/downloads; data primarily through INE)  
Update frequency: Annual (national MPI launched 2025, complements monetary poverty)  
Auth required: None/free (public reports)

These are primary, accessible, non-inference sources focused on direct data (labor, economic, poverty, crisis-related) for Uruguay, with country/LAC breakdowns where relevant. They complement the already-used global sources like World Bank and ACLED. Regional options like IDB harmonized surveys or Humdata.org provide additional crisis/poverty context but are often derived from the above.

**No major new government, ILO, or World Bank data releases on youth or male unemployment in Algeria appear in the last 60 days (roughly late April–June 23, 2026).** Modeled ILO/World Bank estimates for 2025 remain the latest detailed figures: total youth unemployment (15-24) at approximately 29.44% (down slightly from 29.88% in 2024 and ~30% in recent prior years).[[1]](https://fred.stlouisfed.org/series/SLUEM1524ZSDZA)[[2]](https://www.statista.com/statistics/811617/youth-unemployment-rate-in-algeria/?srsltid=AfmBOoqhtaGGuIJuY6PHkBCZ0EM23mmyABWs-1WPNh9-PxwUTGZTbUbd)

The provided baseline of 26.5% for males aged 15-24 (national, 2025) aligns directionally with these totals (male rates are typically somewhat lower than the overall or female figures in Algerian data contexts). No 2026 updates or male-specific breakdowns were identified in recent searches. Earlier 2025–early 2026 references note youth unemployment near or approaching 30%, roughly double global averages, with persistent challenges in job creation, skills mismatch, and rural areas.[[3]](https://www.ecofinagency.com/news-services/1103-53674-algeria-s-youth-unemployment-program-meets-implementation-challenges)[[4]](https://www.csis.org/analysis/economic-modernization-and-strategic-positioning-algeria)

Government responses include the ongoing youth unemployment allowance program (launched ~2022, paying 18,000 dinars monthly), with President Tebboune ordering an investigation in March 2026 into implementation barriers. A National Youth Plan for 2026–2029 was also unveiled around that time. Broader social measures from late 2025 (effective into 2026) raised unemployment benefits to 18,000 dinars and the minimum wage to 24,000 dinars, framed as support for low-income and unemployed youth amid inflation and purchasing power concerns.[[3]](https://www.ecofinagency.com/news-services/1103-53674-algeria-s-youth-unemployment-program-meets-implementation-challenges)[[5]](https://north-africa.com/algeria-raises-minimum-wage-and-jobless-benefits-for-2026/)

**No significant political, security, or economic events directly affecting young men (18-35) were reported in the last 60 days.** Searches found no mentions of protests, coup attempts, militia recruitment, currency crises, or major economic shocks specific to this period or demographic. A June 5, 2026 CSIS analysis highlights job security as the top concern for Algerian youth (amid ~30% unemployment and high NEET rates), alongside demographic pressures (youthful population, ~45% under 25) and calls for economic diversification to create opportunities, particularly in IT/digital sectors.[[4]](https://www.csis.org/analysis/economic-modernization-and-strategic-positioning-algeria)

Broader reports reference historical context (e.g., 2019 Hirak protests) or ongoing restrictions on dissent but note continuity rather than new flare-ups.[[6]](https://freedomhouse.org/country/algeria/freedom-world/2026)

**Notable NGO/academic reports on Algeria’s youth situation from 2025 (published into 2026) include:**
- UNICEF Algeria Annual Report 2025 (released ~February 2026), covering education, adolescent development, and related reforms.[[7]](https://open.unicef.org/download-pdf?country-name=Algeria&year=2025)
- BTI 2026 Algeria Country Report, discussing youth unemployment in historical and governance contexts, civil society roles, and social protections.[[8]](https://bti-project.org/en/reports/country-report/DZA)
- UNESCO-linked analyses (e.g., 2025 Spotlight Report case study on Tamazight/home language instruction in Algerian primary education and youth participation gaps).[[9]](https://world-education-blog.org/2026/02/20/algerias-tamazight-policy-and-the-challenge-of-home-language-instruction-in-africa/)

These do not indicate acute new instability but reinforce structural issues like employment access and education relevance.

**No reported changes to internet/mobile infrastructure access (shutdowns, major rollouts, or coverage shifts) in recent searches.** Algeria’s youth are described as increasingly globally connected, with English adoption and interest in IT opportunities, though the digital economy remains underdeveloped.[[4]](https://www.csis.org/analysis/economic-modernization-and-strategic-positioning-algeria)

**Overall assessment:** No developments in the last 60 days appear to significantly shift the instability picture from the baseline (youth male unemployment 26.5% in 2025; fuse score 44.0/100). High youth unemployment remains a persistent structural challenge with ongoing (but imperfectly implemented) policy responses; the situation shows continuity rather than acute escalation. Key sources for further monitoring include World Bank/ILO data portals and recent analyses from CSIS or BTI.

**Office National des Statistiques (ONS Algeria)**  
- URL: https://www.ons.dz/  
- API: No (PDFs, tables, and occasional Excel downloads for labor force surveys like "Enquête Activité, Emploi et Chômage," national accounts, and indices)  
- Update frequency: Quarterly or per publication calendar (e.g., unemployment/labor data releases)  
- Auth required: None (public site)[[1]](https://www.ons.dz/)[[1]](https://www.ons.dz/)

**Banque d'Algérie (Bank of Algeria)**  
- URL: https://www.bank-of-algeria.dz/ (statistics/bulletins section)  
- API: No (downloads of quarterly statistical bulletins, retrospective monetary series 1964–2020, balance of payments, annual reports; third-party APIs exist for exchange rates only)  
- Update frequency: Quarterly bulletins + annual reports  
- Auth required: None (public downloads)[[2]](https://www.bank-of-algeria.dz/)[[2]](https://www.bank-of-algeria.dz/)

**African Development Bank – Open Data for Algeria (AfDB Socio-Economic Database / Africa Information Highway portal)**  
- URL: https://algeria.opendataforafrica.org/ (or main dataportal.opendataforafrica.org)  
- API: Partial/Yes (CKAN-based platform with API endpoints for datasets; supports CSV/JSON downloads and queries)  
- Update frequency: Varies (socio-economic indicators, national accounts, labor/economic data with country breakdowns)  
- Auth required: None/free (public open data portal)[[3]](https://dataportals.org/catalog/algeria_opendataforafrica)[[3]](https://dataportals.org/catalog/algeria_opendataforafrica)

**Arab Development Portal (UN ESCWA)**  
- URL: https://data.unescwa.org/ (Algeria country data section, including economic/labor indicators)  
- API: Partial (supports API queries alongside downloads; AI-powered data hub for Arab region countries)  
- Update frequency: Regular/ongoing (macroeconomic, labor, employment, and SDG-related indicators with MENA breakdowns)  
- Auth required: None/free (public portal)[[4]](https://data.unescwa.org/)

**Global Voices – Algeria RSS feed** (reliable regional/MENA coverage including Algeria)  
- URL: https://globalvoices.org/-/world/middle-east-north-africa/algeria/ (RSS available)  
- API: No (RSS feed for news/articles)  
- Update frequency: As published (ongoing news on youth, instability, economy)  
- Auth required: None (public RSS)[[5]](https://globalvoices.org/feeds/)

These are the most relevant Algeria- or MENA-specific sources identified beyond the ones already in use. National sources primarily offer download-based access rather than APIs; regional portals provide better structured access for cross-country comparisons. No major dedicated NGO/think-tank public APIs specific to Algeria youth/crisis monitoring were prominently available in searches.

**No major new official data releases from the Albanian government, ILO, or World Bank specifically on youth (15-24) or male youth unemployment in the last 60 days (roughly late April–June 23, 2026).**[[1]](https://data.worldbank.org/indicator/SL.UEM.1524.ZS?locations=AL)[[2]](https://fred.stlouisfed.org/series/SLUEM1524ZSALB)

Modeled ILO/World Bank estimates for total youth unemployment (15-24) remain around 25.57% for 2025 (close to the 25.4% male baseline figure), with minimal change from 2024.[[3]](https://www.macrotrends.net/global-metrics/countries/alb/albania/youth-unemployment-rate)[[3]](https://www.macrotrends.net/global-metrics/countries/alb/albania/youth-unemployment-rate) Quarterly national estimates (INSTAT via Trading Economics) show lower figures, rising to 16.9% in Q1 2026 from 15.1% in Q4 2025.[[4]](https://tradingeconomics.com/albania/youth-unemployment-rate) A May 8, 2026, opposition-linked report claimed a 31% youth unemployment “historic high,” but this appears unverified against official modeled data and is not corroborated in recent institutional releases.[[5]](https://www.tiranatimes.com/at-31-albanias-youth-unemployment-hits-historic-high-_116755/) Overall unemployment trends (total ~8.3–10%) reflect population decline and labor force shifts rather than sharp youth-specific deterioration. No evidence of a significant shift from the 25.4% baseline yet.

**Significant political events center on the ongoing “Flamingo Revolution” (also called 2026 Zvërnec protests), a large-scale, youth/Gen Z-led movement that began on May 23, 2026, and remains active as of June 23.**[[6]](https://en.wikipedia.org/wiki/2026_Zv%C3%ABrnec_protests)[[6]](https://en.wikipedia.org/wiki/2026_Zv%C3%ABrnec_protests)

Triggered by government approval of luxury resort developments (including projects linked to Jared Kushner/Affinity Partners) in protected coastal areas like Vjosa-Narta Lagoon and Sazan Island—threatening flamingo and other wildlife habitats—the protests quickly broadened into anti-government demonstrations. Key demands include PM Edi Rama’s resignation, reversal of protected-area law changes, anti-corruption measures (e.g., SPAK investigations), and limits on strategic foreign investments.[[6]](https://en.wikipedia.org/wiki/2026_Zv%C3%ABrnec_protests)

- Scale: Daily protests in Tirana and other cities (Durrës, Vlorë, etc.) with tens of thousands of participants; larger rallies reached ~100k–200k on June 13 and over 250k estimated on June 20. Diaspora actions occurred in multiple countries.[[6]](https://en.wikipedia.org/wiki/2026_Zv%C3%ABrnec_protests)
- Youth role: Prominently youth- and student-led (“Gen Z protests”), with participants citing lack of jobs, emigration pressures, poor governance, and “Albania is not for sale” sentiments. Protesters include young men alongside broader demographics; some clashes with private security/police (e.g., May 30 in Zvërnec) led to injuries, arrests (~dozens reported), and use of tear gas/pepper spray.[[6]](https://en.wikipedia.org/wiki/2026_Zv%C3%ABrnec_protests)[[7]](https://www.theguardian.com/world/2026/jun/22/albania-protests-jared-kushner-ivanka-trump-resort-sazan-island-anger-government)
- Context: Builds on economic grievances (youth joblessness, brain drain) and has drawn international attention. This represents notable youth mobilization and heightened political instability, potentially elevating the national instability fuse score beyond the 45.3/100 baseline if sustained.

**Notable 2025 reports (published or covering 2025 data) include:**
- Western Balkans Democracy Foundation (WFD) “Researching Migration Trends in Albania” (2026 report with Dec 2025–Jan 2026 fieldwork): Highlights structural youth emigration, selective outflows of educated young people, labor shortages, and limited use of diaspora savings for domestic investment—exacerbating demographic decline and economic pressures on youth.[[8]](https://www.wfd.org/sites/default/files/2026-03/researching_migration_trends_in_albania.pdf)
- UNICEF Albania Annual Report 2025 (released ~Feb 2026): Notes government progress on youth policies amid ongoing challenges.[[9]](https://open.unicef.org/download-pdf?country-name=Albania&year=2025)
- WHO Europe “Albania: country profile for child and adolescent health” (Oct 27, 2025).[[10]](https://www.who.int/europe/publications/i/item/WHO-EURO-2025-12775-52549-81249)
- “Youth Policy Watch Albania 2026” initiatives by NGOs like Beyond Barriers.[[11]](https://www.instagram.com/beyondbarriersngo/reel/DW_OKgECNNR/?hl=zh-cn)

These reinforce baseline concerns around youth economic marginalization and emigration but do not introduce dramatic new quantitative shifts.

**No reported internet/mobile shutdowns, major coverage changes, or infrastructure disruptions in Albania during the period.**[[12]](https://pulse.internetsociety.org/en/shutdowns/) General 4G/5G rollout continues in urban areas with stable nationwide coverage noted in 2025–2026 assessments; protests have featured internet activism without platform restrictions.[[13]](https://sparkroam.com/albania-mobile-network-coverage/)

**Overall assessment:** Unemployment indicators show continuity with the baseline (no confirmed major deterioration in male youth rates). However, the Flamingo Revolution protests constitute a significant development—large-scale, sustained youth-led unrest tied to governance, environment, and economic frustrations—that could meaningfully increase instability risks for young men (18–35) and warrant close monitoring for escalation or broader mobilization. Sources include World Bank/ILO data portals, INSTAT-linked reports, Al Jazeera, Wikipedia (protest page with primary references), The Guardian, and WFD.

**INSTAT (Institute of Statistics of Albania) – Labour Market and related data (unemployment, employment, LFS, wages, poverty, etc.)**  
- URL: https://www.instat.gov.al/en/ (main site) and statistical database https://databaza.instat.gov.al:8083/pxweb/en/DST/  
- API: No (public REST API not documented); supports machine-readable downloads (tables, CSV/Excel via PX-Web interface).  
- Update frequency: Quarterly (e.g., Labour Force Survey unemployment/employment) and annual; releases follow a published calendar.  
- Auth required: None (public access).[[1]](https://www.instat.gov.al/en/home/)[[1]](https://www.instat.gov.al/en/home/)

**Bank of Albania – Monetary, financial, banking statistics and linked employment/income indicators**  
- URL: https://www.bankofalbania.org/Statistics/ (and specific sections like Banking Statistics).  
- API: No dedicated public API identified; data available via downloads/tables on the site (often links to or mirrors INSTAT).  
- Update frequency: Quarterly/monthly for financial stats; employment/income indicators aligned with INSTAT (quarterly/annual).  
- Auth required: None (public).[[2]](https://www.bankofalbania.org/Statistics/)

**UNECE Statistical Database – Unemployment rates, labour market, and other ECA indicators with Albania country breakdowns**  
- URL: https://w3.unece.org/pxweb/ (or https://w3.unece.org/).  
- API: No dedicated REST API noted; PX-Web interface supports data extraction and downloads (tables, CSV/Excel).  
- Update frequency: Annual or as national data become available (covers unemployment and broader ECA aggregates).  
- Auth required: None (public).[[3]](https://w3.unece.org/pxweb/)[[4]](https://w3.unece.org/PXWeb2015/pxweb/en/STAT/STAT__20-ME__3-MELF/40_en_MEUnRateY_r.px/)

**Balkan Insight – Regional news coverage including dedicated Albania section**  
- URL: https://balkaninsight.com/category/bi/albania/feed/ (RSS feed).  
- API: RSS feed available (no full REST news API from the outlet itself).  
- Update frequency: Ongoing/daily or as published.  
- Auth required: None (public RSS).[[5]](https://balkaninsight.com/rss-feeds/)

**Additional notes on other categories**:  
- No prominent Albania-specific central bank or finance ministry public API beyond the Bank of Albania site (which defers to INSTAT for labor/youth employment details).  
- Regional ECA databases are limited beyond UNECE/Eurostat-style sources (World Bank and others already covered); EBRD or similar do not appear to offer granular public youth data APIs.  
- News APIs (e.g., World News API or NewsData.io) aggregate Albanian sources but are third-party/commercial.  
- NGO/think tank sources (e.g., HDX for humanitarian/poverty datasets or UNICEF SDG data for Albania) primarily offer downloads rather than dedicated public APIs.[[6]](https://data.humdata.org/m/dataset/?vocab_Topics=poverty&license_id=other-pd-nr&sort=metadata_modified+desc&groups=alb)

These focus on direct, accessible, non-modeled sources suitable for youth instability tracking (labor, economic, and contextual signals). Verify current endpoints and formats directly, as availability can evolve.

**No significant new official data releases on youth (or male-specific) unemployment in the last 60 days (roughly late April–June 23, 2026).** The most recent modeled ILO/World Bank youth unemployment (total, ages 15-24) figure remains the 2025 annual estimate of 26.24% (FRED/World Bank data, updated February 2026).[[1]](https://fred.stlouisfed.org/series/SLUEM1524ZSARM)[[1]](https://fred.stlouisfed.org/series/SLUEM1524ZSARM) National estimate data on the World Bank site extends only to 2023 (with ILO-sourced access noted as of March 30, 2026).[[2]](https://data.worldbank.org/indicator/SL.UEM.1524.NE.ZS?locations=AM)[[2]](https://data.worldbank.org/indicator/SL.UEM.1524.NE.ZS?locations=AM)

Earlier context includes Q3 2024 overall unemployment at 13.3% (World Bank, reported February 2025), with government plans (Employment Strategy 2025-2031) targeting reductions below 10%, including support for youth.[[3]](https://alphanews.am/en/armenias-unemployment-rate-rose-to-13-3-world-bank/) No 2026 quarterly or male-specific (15-24) updates appear in recent searches. The baseline male youth rate of 23.4% (2025) is thus unchanged in available sources. An ILO global trends report (2026) notes projected slight youth unemployment declines in upper-middle-income countries but provides no Armenia-specific figures.[[4]](https://researchrepository.ilo.org/view/pdfCoverPage?instCode=41ILO_INST&filePid=13147301370002676&download=true)

**Major political developments center on the June 7, 2026 parliamentary elections and their aftermath.** The ruling Civil Contract party retained a working majority but fell short of a constitutional two-thirds threshold. Opposition forces (including Strong Armenia Alliance, Armenia Alliance, Prosperous Armenia, and others) rejected the results, citing alleged systemic violations, administrative resource misuse, pressure on voters/state employees, arrests/detentions of activists, and selective invalidation of polling stations.[[5]](https://armenianweekly.com/2026/06/17/parliamentary-elections-widen-armenias-political-crisis/)[[5]](https://armenianweekly.com/2026/06/17/parliamentary-elections-widen-armenias-political-crisis/)

Post-election (as of mid-June 2026 reports), Prime Minister Nikol Pashinyan escalated rhetoric against opposition figures (e.g., referencing Robert Kocharyan, Samvel Karapetyan, and Gagik Tsarukyan) and issued a direct challenge for dissenters to attempt a revolution if they disputed legitimacy. Legal/administrative actions followed, including probes against opposition leaders, travel restrictions, and a proposed bill limiting voting rights for those abroad less than 183 days/year.[[5]](https://armenianweekly.com/2026/06/17/parliamentary-elections-widen-armenias-political-crisis/)[[5]](https://armenianweekly.com/2026/06/17/parliamentary-elections-widen-armenias-political-crisis/) Pre-election context included ongoing opposition arrests (e.g., Karapetyan’s house arrest extended in April 2026) and tensions involving the Armenian Apostolic Church.[[6]](https://www.europarl.europa.eu/thinktank/en/academic/EPRS_BRI%282026%29789318?utm_source=openai)

These events directly implicate young men (18-35) via potential protest mobilization, political repression risks, or recruitment into opposition activities amid heightened polarization. No reports of militia formation, coup attempts, or currency/economic shocks in the period. The baseline instability fuse score (47.6/100) could shift upward if post-election tensions escalate into sustained protests or unrest.[[7]](https://www.crisisgroup.org/europe/caucasus/armenia)

**Notable 2025 youth-focused reports and initiatives (with some 2026 activity):**
- UNICEF Armenia Annual Report 2025 (released ~February 2026) highlights the country’s first Youth Policy Law (defining youth as ages 13–35) and related programming.[[8]](https://open.unicef.org/download-pdf?country-name=Armenia&year=2025)
- Armenian Progressive Youth NGO activities, including the 2025 Annual Youth Forum (over 150 participants) and openings of new regional youth centers (announced May 28, 2026) focused on non-formal education, psychosocial support, and empowerment (in partnership with UNICEF, Ministry of Education, and Japan funding).[[9]](https://yeu-international.org/new-youth-centers-expand-opportunities-for-young-people-in-armenias-regions/)
- An education sector report by expert Serob Khachatryan (referenced in June 2026 coverage) details challenges like low higher education funding rankings, high tuition dependence, and declining academic freedom.[[10]](https://armenianweekly.com/2026/06/16/armenias-education-reforms-fall-short-as-system-continues-to-fail/)

These represent continuity in positive youth programming rather than new crisis signals.

**Internet/mobile infrastructure:** Team Telecom Armenia completed a full 2G network shutdown on April 10, 2026—the first such move in the country—as part of a shift to 4G/5G technologies.[[11]](https://www.datacenterdynamics.com/en/news/team-telecom-armenia-completes-2g-shutdown/) No internet or mobile shutdowns, coverage reductions, or major disruptions reported in Armenia during the period (unlike isolated cases elsewhere globally). This represents a modernization step with potential neutral-to-positive implications for access.

**Summary flag:** The dominant recent development is the contested June 7 elections and ensuing political confrontation, which introduces heightened risks of instability and direct impacts on young men through political engagement or repression. Unemployment metrics show no material change. Youth policy efforts continue positively. Monitor for post-election protest escalation, which could meaningfully alter the baseline instability picture. Sources primarily include World Bank/FRED data portals, Armenian Weekly, Crisis Group, and related reports (accessed via searches as of June 2026).

**Armstat (Statistical Committee of the Republic of Armenia)**  
- Name: Statistical Committee of the Republic of Armenia (Armstat)  
- URL: https://armstat.am/ (databases section; labor/unemployment/wages under socio-economic and population stats)  
- API: No (machine-readable downloads via databases, e.g., Excel/CSV for indicators like average wages, economic activity, population)  
- Update frequency: Monthly (key indicators like wages, CPI); quarterly/annual for labor/employment data  
- Auth required: None (public)[[1]](https://armstat.am/)[[1]](https://armstat.am/)

**Central Bank of Armenia (CBA) Data**  
- Name: Central Bank of Armenia (CBA) statistical data / Open Data Armenia aggregator  
- URL: https://data.opendata.am/ (mentions CBA); CBA main site for reports/downloads  
- API: Partial (SOAP API endpoints noted for CBA data; primarily downloads)  
- Update frequency: Varies (economic/financial indicators, some employment-related proxies)  
- Auth required: None (public domain noted)[[2]](https://data.opendata.am/en/organization/opendataam?tags=API&tags=Central+Bank)

**ILOSTAT (Europe & Central Asia regional labor database)**  
- Name: ILOSTAT (International Labour Organization)  
- URL: https://ilostat.ilo.org/ (ECA subset and country pages for Armenia)  
- API: Yes (SDMX REST API; also bulk downloads, R package support)  
- Update frequency: Regular (annual/quarterly/monthly labor stats, including youth employment/unemployment by country)  
- Auth required: None (free/open access)[[3]](https://ilostat.ilo.org/data/europe-and-central-asia/)[[4]](https://ilostat.ilo.org/data/)

**Armenia News RSS Feeds (reliable local/regional sources)**  
- Name: News.am RSS / 1in.am RSS / PanARMENIAN.net RSS (examples of reliable English-language feeds)  
- URL: https://news.am/eng/rss/ ; http://en.1in.am/feed ; others via aggregator lists  
- API: No (RSS feeds available; no dedicated data APIs)  
- Update frequency: Real-time/daily (news coverage of economy, youth, instability)  
- Auth required: None (public RSS)[[5]](https://rss.feedspot.com/armenia_news_rss_feeds/)[[6]](https://github.com/yavuz/news-feed-list-of-countries)

**Global Voices Armenia (regional NGO/news aggregator with RSS)**  
- Name: Global Voices (Armenia section)  
- URL: https://globalvoices.org/-/world/central-asia-caucasus/armenia/ (RSS via main feeds)  
- API: No (RSS feeds; no data API)  
- Update frequency: Regular (citizen media on social/economic issues)  
- Auth required: None (public)[[7]](https://globalvoices.org/feeds/)

These complement the listed sources (e.g., Armstat/ILOSTAT for primary labor/youth employment data; RSS for qualitative monitoring). No strong Armenia-specific NGO/think-tank public data APIs were identified beyond the above; regional ECA coverage is strongest via ILO.

**No major developments in the last ~60 days (post ~April 17, 2026) significantly alter the youth instability picture for Davao (Mindanao) metro/Region XI from the provided national baseline (youth unemployment 15-24 male at 6.1% in 2025; national instability fuse score 9.0/100).** Local data indicate relatively low unemployment, with some positive trends in 2025 annual figures and ongoing government job-matching efforts.[[1]](https://mb.com.ph/2026/05/28/davao-region-logs-fewer-unemployed-persons-in-2025)[[1]](https://mb.com.ph/2026/05/28/davao-region-logs-fewer-unemployed-persons-in-2025)

**1. Local labor market/unemployment data (Davao/Region XI-specific):**  
- 2025 annual (released May 28, 2026): Davao Region unemployment rate improved to **2.9%** (from 3.2% in 2024), with ~73,000 unemployed (down from 79,000). Employment rate rose to **97.1%**; labor force ~2.55 million (up from 2.47 million). Davao City had the highest rate among areas at **3.8%**; Davao del Sur lowest at **1.5%**. Services dominated employment (56.4%), followed by agriculture (28%) and industry (15.5%). Underemployment fell to **3.9%** (from 4.4%).[[1]](https://mb.com.ph/2026/05/28/davao-region-logs-fewer-unemployed-persons-in-2025)[[1]](https://mb.com.ph/2026/05/28/davao-region-logs-fewer-unemployed-persons-in-2025)  
- Youth (15-24) indicators for 2025: Labor force participation declined slightly to **33.3%** (from 34.3%); employment rate improved to **91.1%** (from 90.4%); NEET rate improved to **12%** (from 13.9%).[[1]](https://mb.com.ph/2026/05/28/davao-region-logs-fewer-unemployed-persons-in-2025)  
- January 2026: Unemployment rose to **4.8%** (from 2.9% in the prior January comparison); underemployment at **10.9%** (sharply up from 3.3%).[[2]](https://rsso11.psa.gov.ph/content/employment-situation-january-2026-davao-region)[[3]](https://lmi.dole11portal.org/)  
- April 2026 (national LFS context): Region XI posted the **highest employment rate** nationally at **97.5%**.[[4]](https://psa.gov.ph/statistics/labor-force-survey)  
- May 1, 2026: DOLE XI organized job fairs across the region (e.g., SM City Davao, others in provinces) with **3,500+ vacancies** from ~68 employers.[[5]](https://www.facebook.com/PIADavaoRegion/videos/your-next-career-move-awaits-3500-jobs-this-labor-dayregional-employment-program/26290419430659269/)

These figures are notably lower than the national youth benchmark and show stability or modest improvement, with no reported mass layoffs or sector-specific shocks in Davao metro industries.

**2. Political/security/economic events affecting young men (18-35):**  
No significant protests, militia activity, crackdowns, or economic shocks specific to Davao in April–mid-June 2026 were identified in recent reporting. Earlier anti-corruption/Gen Z-linked protests (e.g., September 2025 in Davao City, including student walkouts at Ateneo de Davao) and scattered Duterte-related gatherings fall outside the 60-day window.[[6]](https://en.wikipedia.org/wiki/2025%E2%80%932026_Philippine_anti-corruption_protests)[[7]](https://www.spiked-online.com/2026/06/07/gen-z-in-revolt/) National drug-war monitoring and political violence notes exist but lack Davao-specific recent spikes tied to youth. No evidence of heightened instability for the target demographic.

**3. NGO/think-tank reports on Davao youth (published 2025):**  
A January 2025 EDC report (*Improving Education and Employment Outcomes for Out-of-School Youth: Systems Change in the Philippines*) covers Davao City as one hub, noting challenges like school dropout (e.g., one cited case linked to teenage pregnancy) alongside broader ALS (Alternative Learning System) gains and organizational capacity improvements for out-of-school youth programs. It is not exclusively Davao-focused but includes local context.[[8]](https://edc.org/wp-content/uploads/2025/05/O2-Systems-Study-Final-Report.pdf) Limited other 2025 Davao-specific youth instability reports surfaced in searches.

**4. Internet/mobile infrastructure changes:**  
No government-directed shutdowns, major rollouts, or widespread outages specific to Davao in the last 60 days. Isolated provider issues (e.g., Converge advisory for intermittent connectivity in parts of Davao City around March 20, 2026) predate the window; other mentions are anecdotal or national/global.[[9]](https://www.facebook.com/groups/726333618040871/posts/1860127267994828/)

**Overall assessment:** Regional unemployment remains low compared to national youth figures, with improving 2025 youth NEET and employment metrics plus active job placement efforts. No red flags for rapid deterioration in instability indicators specific to Davao (Mindanao) metro. Monitor PSA Region XI releases for April/May 2026 LFS details as they emerge. Sources primarily include PSA via PNA/MB reports, DOLE/PIA announcements, and related coverage.

**Bullet list of Davao (Mindanao)-specific or highly relevant sub-national sources (focusing on city/provincial granularity where available; non-inference/raw or semi-processed data):**

- **PSA Regional Statistical Services Office XI (Davao Region) / RSSO11** — URL: https://rsso11.psa.gov.ph/ (and provincial sub-pages e.g. Davao del Sur); **API**: No (public reports/downloads); **Update frequency**: Quarterly/annual (e.g., labor market stats, RSET compendium); **Auth required**: None; **Geographic granularity**: Davao Region (Region XI) and provinces/cities within it (e.g., Davao City, Davao del Sur).[[1]](https://www.facebook.com/psagovphxi/)

- **PSA OpenSTAT (national open data portal with sub-national coverage)** — URL: https://openstat.psa.gov.ph/ (PXWeb API at https://openstat.psa.gov.ph:443/PXWeb/api/v1/en); **API**: Yes (PXWeb REST API); **Update frequency**: Varies by dataset (monthly/quarterly/annual for labor, employment, poverty indicators); **Auth required**: None (open data license); **Geographic granularity**: National + sub-national (regions/provinces, including Region XI/Davao and breakdowns).[[2]](https://openstat.psa.gov.ph/)

- **PSA Labor Force Survey (LFS) – Davao Region releases** — URL: https://psa.gov.ph/statistics/labor-force-survey and rsso11.psa.gov.ph (e.g., employment situation pages); **API**: Partial (via OpenSTAT PXWeb); **Update frequency**: Monthly/quarterly; **Auth required**: None; **Geographic granularity**: Region XI (Davao Region) with some provincial/city disaggregation in releases.[[3]](https://psa.gov.ph/statistics/labor-force-survey)

- **Davao Today RSS Feed** — URL: https://davaotoday.com/feed/ (or site main page); **API**: No (RSS feed only); **Update frequency**: Daily; **Auth required**: None; **Geographic granularity**: Davao City and nearby Mindanao areas.[[4]](https://rss.feedspot.com/philippines_news_rss_feeds/)

- **MindaNews (Mindanao-focused news)** — URL: https://mindanews.com/ (RSS typically available via standard news site patterns or feed aggregators); **API**: No (RSS feed); **Update frequency**: Daily/ongoing; **Auth required**: None; **Geographic granularity**: Mindanao-wide with strong Davao coverage.[[5]](https://mindanews.com/)

- **ACLED (sub-national filtering via admin boundaries)** — URL: https://acleddata.com/ (data download/API access); **API**: Yes (full ACLED API for events); **Update frequency**: Ongoing/real-time updates; **Auth required**: Free registration for API/data; **Geographic granularity**: Admin1 (e.g., Davao Region/Region XI), Admin2 (provinces), Admin3 (municipalities/cities like Davao City); filterable via standard PH admin codes.[[6]](https://acleddata.com/methodology/acled-codebook)

- **Mindanao Youth for Development (MYDev) dashboards (EDC/USAID project archives)** — URL: https://edc.org/projects/mindanao-youth-for-development-mydev/ (performance/youth profile dashboards referenced); **API**: No (dashboards/reports); **Update frequency**: Project-period (ended ~2019; historical only); **Auth required**: None; **Geographic granularity**: Mindanao conflict-affected areas (including Davao-adjacent provinces); youth-specific metrics.[[7]](https://edc.org/projects/mindanao-youth-for-development-mydev/)

- **Philippines Subnational Administrative Boundaries (COD-AB / Humdata)** — URL: https://data.humdata.org/dataset/cod-ab-phl; **API**: No (downloadable GIS files); **Update frequency**: Static/reference (v03); **Auth required**: None; **Geographic granularity**: Admin 0–4 (supports precise Davao City/province filtering for events or overlays).[[8]](https://data.humdata.org/dataset/cod-ab-phl)

- **Open Data Philippines (data.gov.ph) – PSA and related sub-national datasets** — URL: https://data.gov.ph/; **API**: Partial (some datasets with APIs); **Update frequency**: Varies; **Auth required**: None; **Geographic granularity**: Includes sub-national PSA and other agency data (regions/provinces).[[9]](https://data.gov.ph/)

These are primarily direct government statistical releases, RSS/news feeds, established conflict data platforms, and boundary datasets. Most lack dedicated public REST APIs beyond OpenSTAT/ACLED, relying instead on downloads, RSS, or PXWeb queries. No prominent municipal-specific (Davao City government) open API or real-time machine-readable youth/crisis feeds were identified beyond the above.

**No major Manila metro-specific shifts in youth instability indicators detected in the last ~60 days (mid-April to mid-June 2026) relative to the national baseline (youth unemployment 15-24 male at 6.1% in 2025; national instability fuse score 9.0/100).** Data remains predominantly national, with limited granular Metro Manila (NCR) breakdowns.[[1]](https://www.humanresourcesonline.net/employment-in-the-philippines-rose-to-48-89mn-in-april-2026)[[2]](https://tradingeconomics.com/philippines/unemployment-rate)

**1. Local labor market/unemployment data (Manila metro-specific):**  
No dedicated youth (15-24 or 18-35) unemployment figures for Metro Manila were identified in recent releases. National unemployment rose to 4.7% in April 2026 (from 4.1% in April 2025 and 5.0% in March 2026), equating to ~2.41 million unemployed. Youth (15-24) employment rate was 87.4% in March 2026 (down from prior periods).[[3]](https://www.rappler.com/business/unemployment-rate-philippines-april-2026/)[[4]](https://psa.gov.ph/content/unemployment-rate-eased-50-percent-march-2026)

NCR (encompassing Manila metro) recorded unemployment of 5.2% in April 2026—above the national average of 4.7% and among six regions exceeding it. No youth-specific NCR or Manila city/provincial stats surfaced. Earlier national youth unemployment context (e.g., ~12.2% in Dec 2025) exists but lacks Manila granularity or 2026 updates.[[1]](https://www.humanresourcesonline.net/employment-in-the-philippines-rose-to-48-89mn-in-april-2026)[[5]](https://asiapacificcda.org/philippines-information/)

**2. Political, security, or economic events affecting young men (18-35) in Manila:**  
- **Fuel price/economic shock from Middle East developments (Iran-related war impacts starting late Feb 2026):** Pump prices surged (diesel +17.28 PHP/liter, etc.), driving inflation projections of 6.3–7.5% in March–April 2026 and electricity rate hikes. This triggered a nationwide transport strike (March 19–20, 2026) with 15–20 strike centers in Metro Manila alone (part of ~70,000 strikers reported by PISTON). Universities in Manila suspended classes; commuters faced major disruptions. Young workers in transport, services, and related sectors were directly affected. Businesses reported no widespread layoffs as of mid-March assessments.[[6]](https://www.wsws.org/en/articles/2026/03/24/vhgb-m24.html)[[7]](https://newsinfo.inquirer.net/2198413/biz-groups-no-layoffs-for-now-despite-crisis)[[8]](https://www.bakerinstitute.org/research/iran-wars-energy-aftershocks-philippines)
- **Protests in Manila (within/near last 60 days):** Labor Day protests on May 1, 2026, involved labor/human rights groups marching in Manila (e.g., toward Morayta near Malacañang), demanding higher wages and accountability amid economic pressures and the Middle East conflict. Police deployed thousands for monitoring; some reports of tensions or blockades in related actions. Earlier 2025–2026 anti-corruption protests (including Feb 25, 2026, events with clashes) and March 8 International Women’s Day actions involved students/youth but predate the 60-day window.[[9]](https://www.youtube.com/watch?v=XhZt2h1qeMk)[[10]](https://www.instagram.com/reel/DXyXC5qoFxd/)[[11]](https://en.wikipedia.org/wiki/2025%E2%80%932026_Philippine_anti-corruption_protests)

No reports of militia activity, mass layoffs in city industries, or crackdowns specifically targeting young men.

**3. NGO/think-tank reports on Manila’s youth situation (published 2025):**  
No relevant 2025 (or early 2026) NGO or think-tank reports focused on Manila youth were identified in searches. General Philippine labor or regional analyses exist, but nothing Manila-specific or directly tied to instability metrics.[[12]](https://www.pids.gov.ph/)

**4. Internet/mobile infrastructure changes in Manila:**  
No government-imposed shutdowns, policy rollouts, or major outages reported. Temporary network disruptions occurred during the Traslacion 2026 religious event (affecting calls/texts in Manila areas). Broader global trends on internet shutdowns do not reference the Philippines.[[13]](https://www.instagram.com/p/DTRTmX0DtrG/)

**Assessment:** Economic pressures from fuel/inflation shocks and associated protests represent the most relevant recent developments for young men in Manila’s labor and transport sectors, but they have not yet translated into reported spikes in unemployment, widespread unrest, or infrastructure disruptions that would significantly alter the baseline instability picture. Continued monitoring of NCR-specific PSA data releases and protest escalations is recommended. Sources primarily include Philippine Statistics Authority (PSA) via Rappler/Trading Economics, Al Jazeera, and WSWS reporting.

**Here is a compiled list of Manila/Metro Manila-specific (city/provincial or sub-national) non-inference data sources**, drawn from official Philippine government portals, open data platforms, and relevant projects. Focus is on public accessibility, machine-readable formats, and relevance to youth instability tracking (e.g., labor, poverty, events, local context). Details are based on current public information as of mid-2026.[[1]](https://openstat.psa.gov.ph/)[[2]](https://dataengineering.ph/datasets.html)

- **PSA OpenSTAT (Philippine Statistics Authority open data platform)**: https://openstat.psa.gov.ph/ (or Database section); API: yes (PC-Axis-based API for querying statistical data and metadata); update frequency: varies by dataset (e.g., labor/poverty indicators periodically, often annual or more frequent for key series); auth required: none/free; geographic granularity: sub-national (regional, provincial, some city/municipality-level data on labor force, employment, poverty indicators).[[1]](https://openstat.psa.gov.ph/)[[3]](https://www.foi.gov.ph/agencies/psa/apis-2024-municipality-and-city-level/)

- **PSA Labor Force Survey (LFS) / Press Releases and related datasets**: https://psa.gov.ph/statistics/labor-force-survey; API: partial/no dedicated API (primarily Excel/CSV/PDF downloads via OpenSTAT integration or direct links); update frequency: monthly (national/regional) with annual provincial summaries; auth required: none/free; geographic granularity: national, regional (incl. NCR/Metro Manila), some provincial/city-level disaggregation for employment/unemployment rates.[[4]](https://psa.gov.ph/statistics/labor-force-survey)[[5]](https://psa.gov.ph/statistics/labor-force-survey/press-release/node/1684083111)

- **Metro Manila Geographic Information System Hub (MMDA ArcGIS portal)**: https://metro-manila-geographic-information-system-hub-mmda.hub.arcgis.com/; API: yes (ArcGIS REST API endpoints for data queries/layers); update frequency: varies (e.g., traffic/accident data periodic or as available); auth required: none/free (public layers); geographic granularity: Metro Manila-specific (city/district-level GIS data, traffic, incidents).[[6]](https://metro-manila-geographic-information-system-hub-mmda.hub.arcgis.com/)

- **ACLED Philippines data with sub-national filtering**: https://acleddata.com/country/philippines (Explorer tool) + COD-AB boundaries https://data.humdata.org/dataset/cod-ab-phl; API: yes (ACLED API for event data); update frequency: ongoing/real-time or near-real-time event coding; auth required: free registration for full API access; geographic granularity: sub-national (admin level 1-4 events filterable to NCR/Manila using PSGC codes or shapefiles from Humdata COD-AB, which include province/city/barangay boundaries).[[7]](https://acleddata.com/country/philippines)[[8]](https://data.humdata.org/dataset/cod-ab-phl)

- **Manila Bulletin RSS Feed (and similar local Manila outlets)**: https://mb.com.ph/ (RSS via feed aggregators or direct); API: no (RSS feeds only); update frequency: daily/multiple times daily; auth required: none/free; geographic granularity: Manila/Metro Manila-focused news coverage (local events, urban issues).[[9]](https://rss.feedspot.com/philippines_news_rss_feeds/)

- **The Manila Times / Manila Standard RSS Feeds**: https://www.manilatimes.net/rss and https://manilastandard.net/rss-feed; API: no (RSS feeds only); update frequency: daily; auth required: none/free; geographic granularity: Manila/Metro Manila and national coverage with local focus.[[10]](https://www.manilatimes.net/rss)

- **Philippine Institute for Development Studies (PIDS) publications and data**: https://www.pids.gov.ph/; API: no (PDF/Excel downloads of research papers and indicators); update frequency: periodic (policy notes, surveys on poverty/labor); auth required: none/free; geographic granularity: national with sub-national/regional (incl. NCR/Manila) analysis on socioeconomic topics like poverty and youth.[[11]](https://www.pids.gov.ph/)

- **Community-Based Monitoring System (CBMS) / Situation of Children data portal (PSA/UNICEF-linked)**: https://www.situationofchildren.org/ph (or PSA CBMS references); API: no (visualizations/downloads, some via OpenSTAT); update frequency: periodic (census-based, with updates every few years); auth required: none/free; geographic granularity: sub-national (barangay/municipality/city-level poverty, child/youth indicators).[[12]](https://reliefweb.int/report/philippines/making-data-work-children-unicef-and-partners-launch-new-data-portal-children)

- **data.gov.ph (Open Data Philippines portal, MMDA/PSA contributions)**: https://data.gov.ph/; API: partial (some datasets with APIs or machine-readable exports); update frequency: varies by agency/dataset; auth required: none/free; geographic granularity: includes Metro Manila-specific datasets (e.g., traffic from MMDA).[[13]](https://data.gov.ph/)

These sources emphasize direct, non-modeled data. PSA OpenSTAT is the strongest centralized hub for sub-national stats. For ACLED, combine with official PSGC boundaries or Humdata shapefiles for precise Manila filtering. Local RSS feeds provide real-time qualitative signals but require parsing. Always verify latest access/terms on the sites, as portals evolve.

**No major new developments in the last ~60 days (mid-April to mid-June 2026) significantly shift the national baseline (youth unemployment 15-24 male ~10.6% in 2025; national instability fuse score 13.2/100) for Yangon metro specifically.** Yangon remains under junta control as a relatively stable urban "bubble" compared to conflict zones, with limited open data on local labor markets.[[1]](https://www.washingtonpost.com/world/2026/01/24/myanmar-election-china-junta/)[[2]](https://www.crisisgroup.org/brf/asia-pacific/myanmar-china/b188-myanmars-new-administration-military-consolidation-not-transition)

### 1. Local Labor Market/Unemployment Data (Yangon-Specific)
No recent city- or provincial-level unemployment or labor market reports for Yangon metro were identified. National modeled ILO estimates show youth (15-24) unemployment around 9.8% for 2025 overall, consistent with the baseline, but these are not disaggregated to Yangon or recent enough for metro-specific trends.[[3]](https://fred.stlouisfed.org/series/SLUEM1524ZSMMR) Older reports (e.g., UNDP 2025) note urban youth in places like Yangon face barriers to formal jobs but have relatively better access than rural areas; no 2026 updates found.

### 2. Political/Security/Economic Events Affecting Young Men (18-35) in Yangon
- **Ongoing junta conscription** remains the primary relevant pressure. The military has forcibly recruited tens of thousands since activating the 2010 conscription law in 2024 (estimates range from ~60,000–120,000 total by mid-2026, at rates of thousands per month/batch). Young men aged 18-35 are primary targets.[[2]](https://www.crisisgroup.org/brf/asia-pacific/myanmar-china/b188-myanmars-new-administration-military-consolidation-not-transition)[[4]](https://aseanmp.org/publications/post/stealing-a-generation-aphr-condemns-juntas-intensifying-forced-conscription-of-myanmar-youth)
- Specific to Yangon: Reports of street arrests (e.g., 18 young people detained in one week in February 2026 in areas monitored by groups like Rangoon Scout Network) and compilation of conscription lists using household records in townships such as South Okkalapa. Residents reported pressure to pay fees to avoid service or risks to families. Conscription lists were also collected in Yangon alongside other areas.[[5]](https://progressivevoicemyanmar.org/2026/03/06/juntas-forced-conscription-of-youth-demands-urgent-international-protection)
- No reports of large-scale protests, militia activity, crackdowns, or mass layoffs in Yangon industries during the period. Broader junta repression and election-related violence occurred nationally earlier in 2026, but Yangon saw limited visible unrest.[[6]](https://news.un.org/en/story/2026/01/1166866)[[7]](https://www.amnesty.org/en/latest/news/2026/01/myanmar-junta-atrocities-surge-5-years-since-coup/)

This ongoing conscription dynamic (including abductions, checkpoints, and list compilation) directly impacts young men in Yangon and could locally elevate instability risks beyond the national baseline, though no quantitative shift in the fuse score is documented.

### 3. NGO/Think-Tank Reports on Yangon's Youth (2025–2026)
- ACAPS report (published May 29, 2026) on mental health/psychosocial needs highlights conscription and forced recruitment by the military (and EAOs) as key stressors for young men nationwide, increasing feelings of insecurity (e.g., >40% of youth feeling unsafe after dark in some data; young men reporting slightly higher safety concerns). References UNDP surveys and notes impacts in urban areas including Yangon.[[8]](https://www.acaps.org/fileadmin/Data_Product/Main_media/20260529_ACAPS_Myanmar_-_Drivers_influencing_mental_health_and_psychosocial_needs.pdf)
- ISP-Myanmar (Institute for Strategy and Policy–Myanmar) publications focus on broader strategic reviews (e.g., 2025–2026 foresight report released early 2026) and topics like narcotics/youth risks but lack new Yangon-specific youth labor or instability data in the period.[[9]](https://www.facebook.com/ISPMyanmarpage/posts/the-state-of-myanmar-isp-myanmars-annual-strategic-review-and-foresight-2025-202/1295902805904318/)
- Earlier UNDP reports (2025) on youth education/employment and migration remain the most cited; they note higher migration intent among some Yangon youth (~40% in one survey) but urban advantages over rural peers. No new 2026 editions identified.[[10]](https://www.undp.org/sites/g/files/zskgke326/files/2025-08/a_generation_on_the_move_undp-myanmar_0.pdf)

### 4. Internet/Mobile Infrastructure Changes in Yangon
- A significant connectivity drop/outage was detected on or around May 3, 2026, with critical severity noted specifically for Yangon (alongside national impacts).[[11]](https://voidly.ai/incident/MM-2026-0152)
- Myanmar has a history of junta-imposed shutdowns and infrastructure issues post-2021 coup, but no additional major targeted shutdowns or rollouts were reported for Yangon in the exact 60-day window. Broader patterns of disruptions persist in conflict-affected areas more than in Yangon.[[12]](https://www.dw.com/en/myanmar-why-is-junta-shutting-down-internet/a-71770580)

**Overall Assessment**: The picture for Yangon metro remains largely stable relative to the baseline, with no new local unemployment figures or acute shocks (e.g., protests or layoffs). However, persistent conscription pressures on young men (18-35), including localized enforcement in Yangon townships, represent an ongoing risk factor that could incrementally raise youth-related instability. Continued monitoring of conscription reports and any follow-on economic or migration effects is recommended. Data gaps are significant due to the conflict environment.

**Here are relevant non-inference, Yangon-specific (city/regional or sub-national) data sources identified through searches, focused on public accessibility, machine-readable formats where possible, and alignment with the requested categories.** Most Myanmar data remains limited in real-time APIs or frequent sub-national releases due to the decentralized statistical system and access constraints; many rely on periodic PDFs, databases, or downloads rather than live APIs. No dedicated municipal statistics bureau with public APIs was identified for Yangon.[[1]](https://www.csostat.gov.mm/)[[2]](https://www.mmsis.gov.mm/)

- **Central Statistical Organization (CSO) / Myanmar Statistical Information Service (MMSIS)**: https://www.csostat.gov.mm/ and https://www.mmsis.gov.mm/. No public API (database queries and downloads available); updates vary (monthly indicators, quarterly bulletins, annual yearbooks); auth none (public access, some publications for sale); granularity State/Region (Yangon Region) and select indicators (e.g., Yangon-specific gold spot prices), with some township-level in surveys/censuses. Includes labor/employment data from national surveys; yearbooks and MMSIS database provide sub-national breakdowns.[[1]](https://www.csostat.gov.mm/)[[2]](https://www.mmsis.gov.mm/)

- **Department of Population (DoP) / 2014 Census and related thematic reports (incl. Labour Force)**: https://dop.gov.mm/. No public API; periodic releases (census-based, with updates via inter-censal or labor surveys); auth none (public downloads/reports); granularity State/Region (Yangon) + urban/rural, district, and township levels in reports/profiles. Explicit Yangon unemployment/labor force participation data (e.g., 4.1% unemployment in 2014) and sub-national disaggregation available in thematic labor reports.[[3]](https://www.ecoi.net/en/file/local/1402362/1226_1498576271_4g-labour-force-9june-forweb.pdf)

- **Myanmar Statistical Yearbook (CSO publications, various years e.g. 2023/2024)**: Available via CSO site or mirrors (PDFs, some on Open Development Mekong). No API; annual or periodic; auth none (free downloads); granularity primarily national with regional (Yangon Region) and select sub-national tables from surveys/censuses. Covers socio-economic, labor, and demographic indicators.[[4]](https://monp.gov.mm/sites/default/files/upload_pdf/2025/12/MSYB%202024.pdf)[[5]](https://www.scribd.com/document/882913477/Statistical-Year-Book-Myanmar-2023-Part-1)

- **Myanmar Information Management Unit (MIMU) boundaries/PCodes and Township Profiles**: https://themimu.info/ (Geonode: http://geonode.themimu.info/; PCodes and profiles). No API; periodic updates (e.g., v9.x releases); auth none (free shapefile/XLS downloads); granularity Admin 1 (Yangon Region/State) down to township, village tract, ward/village. Essential for sub-national ACLED filtering and mapping; includes township profiles aggregating census/GAD data.[[6]](https://data.humdata.org/dataset/cod-ab-mmr)[[7]](https://themimu.info/gis-resources)

- **ACLED Myanmar events (with MIMU admin codes)**: https://acleddata.com/. API available (paid/subscription tiers for full access; limited free); real-time/ongoing updates; auth free tier or paid; granularity Admin 1 (filter Yangon Region), down to township/village via MIMU boundaries. Use admin1 or location fields to isolate Yangon events; integrates MIMU for precise sub-national coding.[[8]](https://acleddata.com/methodology/acleds-methodology-myanmar)[[9]](https://acleddata.com/sites/default/files/wp-content-archive/uploads/2021/11/ACLED_Political-Violence-in-Myanmar_February-2020.pdf)

- **Yangon City Development Committee (YCDC)**: https://www.ycdc.gov.mm/. No public statistics API or bulk data downloads identified (focus on permit services/apps); updates N/A for stats; auth none for public site; granularity City of Yangon (municipal). Limited to operational/services data; no evident open economic/social statistics feeds.[[10]](https://www.preventionweb.net/organization/yangon-city-development-committee)

- **Myanmar news RSS feeds (national with Yangon coverage, Burmese/English)**: Examples include DVB (http://www.dvb.no/feed), Thit Htoo Lwin (http://www.thithtoolwin.com/feeds/posts/default), and others via curated lists (e.g., Feedspot or GitHub Myanmar RSS OPML). RSS feeds (machine-readable, no dedicated API for most); frequent/daily updates; auth none; granularity national but includes Yangon metro events/news. Useful for local-language monitoring; no Yangon-exclusive feeds found.[[11]](https://rss.feedspot.com/myanmar_news_rss_feeds/)[[12]](https://github.com/plenaryapp/awesome-rss-feeds)

- **UNDP/UN-Habitat Yangon urban poverty and resilience projects/reports**: e.g., UNDP "Urban Poverty: Unpacking Yangon" and related UN resilience projects. No ongoing public API; one-off or periodic reports (e.g., 2017–2023 poverty trends); auth none (public PDFs); granularity Yangon urban areas/townships. Focus on poverty, informal settlements, and youth/vulnerable groups; not a live data feed but specific to Yangon urban context.[[13]](https://www.undp.org/asia-pacific/publications/urban-poverty-unpacking-yangon)[[14]](https://fukuoka.unhabitat.org/wp-content/uploads/2023/08/13.-Myanmar-Country-Report_30-June-2023_4.pdf)

Additional notes: Sub-national labor data is primarily from the 2014 Census and follow-on surveys via CSO/DoP (regional disaggregation exists but not always real-time or city-specific beyond Yangon Region). No strong evidence of a dedicated Yangon municipal stats portal with APIs or frequent machine-readable youth/urban instability indicators. MIMU and ACLED provide the strongest sub-national filtering tools. Data access can be constrained by political/economic factors in Myanmar.

**No major new Jakarta metro-specific youth (15-24 or 18-35) unemployment or labor market statistics were identified for the last 60 days (roughly mid-April to mid-June 2026).** National Indonesian data continues to show youth unemployment (15-24) in the 13-16% range in 2025-early 2026, with overall unemployment around 4.7%. Jakarta provincial (DKI Jakarta) overall unemployment has previously been reported in the mid-single digits (around 6-7%, higher than many rural areas), reflecting urban competition, but no updated February 2026 or later provincial youth breakdowns or BPS Sakernas releases specific to Jakarta metro youth were located in recent sources.[[1]](https://9cv9recruitment.agency/top-150-recruitment-statistics-data-trends-in-indonesia-for-2026/)[[1]](https://9cv9recruitment.agency/top-150-recruitment-statistics-data-trends-in-indonesia-for-2026/)[[2]](https://jakarta.bps.go.id/en/pressrelease/2026/05/05/1284/labour-situation-in-jakarta-february-2026.html)

A BPS Jakarta press release references February 2026 labor force data (5.53 million people, +57.64k from prior), but full unemployment or youth breakdowns were not detailed in available summaries.[[2]](https://jakarta.bps.go.id/en/pressrelease/2026/05/05/1284/labour-situation-in-jakarta-february-2026.html)

**The most significant recent development is youth/student-led protests in Jakarta on June 12 and 15, 2026.** These involved hundreds to around 1,500 university students and others marching in central Jakarta (e.g., toward Bundaran HI/Hotel Indonesia roundabout) against economic policies under President Prabowo Subianto. Key triggers and demands included fuel price hikes, criticism of "wasteful" state spending (including the Free Nutritious Meals/MBG program), rising living costs, and opposition to expanded military roles in civilian affairs. The actions were largely peaceful, with traffic resuming normally afterward; authorities deployed thousands of security personnel (reports cite 4,000–6,000+ from police, military, and related units). Protests extended to other cities but were centered in Jakarta. These events form part of the broader 2025–2026 Indonesian protest wave, with students (primarily young adults) expressing economic grievances.[[3]](https://en.wikipedia.org/wiki/2025%E2%80%932026_Indonesian_protests)[[4]](https://www.bbc.com/news/articles/cqx18d47pzjo)[[5]](https://www.aljazeera.com/news/2026/6/12/indonesian-students-protest-govt-policies-amid-economic-strain)[[6]](https://www.reuters.com/world/asia-pacific/students-hold-heading-bankrupt-indonesia-protests-against-prabowos-policies-2026-06-12/)[[3]](https://en.wikipedia.org/wiki/2025%E2%80%932026_Indonesian_protests)[[7]](https://www.thestar.com.my/aseanplus/aseanplus-news/2026/06/12/over-1000-join-jakarta-protest-traffic-resumes-after-peaceful-rally)

These protests directly involve the target demographic (young men/women 18-35, especially students) in Jakarta and signal heightened youth economic discontent, which could indicate an upward shift in local instability risk compared to the national baseline (youth unemployment ~13.1%, fuse score 14.8/100), even without new unemployment spikes.

**No notable NGO or think-tank reports specifically on Jakarta’s youth situation published or highlighted in 2025–2026 within the recent window.** Earlier or broader items (e.g., IDN Millennial/Gen Z Report 2025, CSIS economic outlooks, or SMERU youth development work) exist but are not tied to new Jakarta metro findings or the last 60 days.[[8]](https://cdn.idntimes.com/content-documents/indonesia-millennial-genz-report-2025.pdf)[[9]](https://www.csis.or.id/)

**No significant changes, shutdowns, rollouts, or major outages to internet/mobile infrastructure specific to Jakarta in the last 60 days.** A nationwide Telkom disruption occurred in January 2026 (outside the window), and a social media access restriction for under-16s was slated nationally from late March 2026. Power outages affected parts of Jakarta in April 2026 but were not linked to telecom issues.[[10]](https://en.tempo.co/read/2082228/indonesias-telkom-reports-nationwide-internet-disruption-affecting-millions)[[11]](https://www.reuters.com/business/energy/power-outages-reported-several-areas-indonesia-capital-state-utility-firm-says-2026-04-23/)[[12]](https://www.bbc.com/news/articles/cvg50168ddgo)

**Overall assessment:** The June 2026 Jakarta student protests represent the clearest recent signal of youth instability pressures in the metro area, centered on economic grievances amid ongoing high national youth unemployment. No countervailing positive local labor data or infrastructure shifts were identified. Monitor for escalation around the June 19, 2026, protest deadline mentioned in reports. All data drawn from public web sources as of the query date.

**BPS-Statistics Indonesia (BPS) DKI Jakarta Provincial Office / National WebAPI**  
- Name: BPS DKI Jakarta (jakarta.bps.go.id) + National WebAPI (webapi.bps.go.id)  
- URL: https://jakarta.bps.go.id/ (provincial site); https://webapi.bps.go.id/developer/ (API)  
- API: Yes (WebAPI; also wrapped by community packages like STADATA or bpsr)  
- Update frequency: Varies by indicator (e.g., labor/unemployment from Sakernas survey often biannual or more frequent releases; other stats quarterly/annual)  
- Auth required: Free registration/token for WebAPI; public downloads otherwise  
- Geographic granularity: Provincial (DKI Jakarta) and some municipal/kabupaten level via dynamic tables and regional publications[[1]](https://jakarta.bps.go.id/en)[[2]](https://github.com/bps-statistics/stadata)

**Satu Data Jakarta (Portal Satu Data DKI Jakarta)**  
- Name: Satu Data Jakarta / Portal Data Terpadu Pemprov DKI Jakarta  
- URL: https://satudata.jakarta.go.id/  
- API: Partial/unknown (open data portal focused on machine-readable downloads/CSVs; some datasets may support programmatic access)  
- Update frequency: Ongoing/as published by city departments  
- Auth required: None (public open data)  
- Geographic granularity: City/provincial (DKI Jakarta) and sub-municipal where available[[3]](https://satudata.jakarta.go.id/)

**BPS National Labor Force Survey (Sakernas) – Provincial Unemployment/Labor Data**  
- Name: Unemployment Rate by Province / Sakernas data (via BPS)  
- URL: https://www.bps.go.id/ (search tables or WebAPI)  
- API: Yes (via BPS WebAPI)  
- Update frequency: Biannual or more frequent releases (e.g., February/August rounds)  
- Auth required: Free (WebAPI token or public tables/downloads)  
- Geographic granularity: Provincial (DKI Jakarta specifically disaggregated)[[4]](https://www.bps.go.id/en/statistics-table/2/NTQzIzI=/unemployment-rate-by-province--percent-.html)

**Jakarta Local News RSS Feeds (Indonesian-language)**  
- Name: Tribunnews Jakarta / Wartakota (tribunnews.com/rss); Media Indonesia; other Jakarta-focused feeds (e.g., via feedspot compilations)  
- URL: https://www.tribunnews.com/rss (or specific Jakarta sections); https://mediaindonesia.com/  
- API: No (RSS feeds; some aggregators or NewsAPI wrappers exist for country-level)  
- Update frequency: Real-time / multiple times daily  
- Auth required: None  
- Geographic granularity: Jakarta/metro-specific (many feeds have dedicated Greater Jakarta sections)[[5]](https://rss.feedspot.com/indonesian_news_rss_feeds/)

**ACLED + Indonesia Subnational Admin Boundaries (COD-AB / geoBoundaries)**  
- Name: ACLED Indonesia data + COD-AB / geoBoundaries admin layers  
- URL: https://acleddata.com/country/indonesia; https://data.humdata.org/dataset/cod-ab-idn (boundaries)  
- API: ACLED has API access (registration often required); boundaries are downloadable shapefiles/GeoJSON  
- Update frequency: ACLED real-time/near-real-time events; boundaries static (updated periodically, e.g., 2020+ versions)  
- Auth required: ACLED typically free registration; boundaries public/none  
- Geographic granularity: ADM1 (province, including special DKI Jakarta), ADM2 (city/district/kabupaten) – filter events using these codes/boundaries[[6]](https://data.humdata.org/dataset/cod-ab-idn)

**SMERU Research Institute (urban poverty / child/youth studies)**  
- Name: SMERU Research Institute publications and data  
- URL: https://smeru.or.id/  
- API: No (research reports, datasets from studies; some microdata may be available via BPS linkages)  
- Update frequency: Project-based / periodic reports  
- Auth required: None for publications (some data access may require requests)  
- Geographic granularity: Urban/Indonesia-wide with Jakarta or city-specific analysis in reports[[7]](https://smeru.or.id/en/publication/urban-child-poverty-and-disparity-unheard-voices-children-living-poverty-indonesia)

**Additional notes**:  
- BPS WebAPI and Satu Data Jakarta are the strongest for structured, machine-readable sub-national data.  
- News RSS provides timely local signals.  
- ACLED filtering works well with the listed boundary datasets for Jakarta-specific events.  
- Think-tank/NGO sources (e.g., SMERU, past UNICEF/PUSKAPA or LBH Jakarta work) are more report-oriented than live APIs. No major dedicated ongoing Jakarta youth-crisis API was identified beyond these.

**No major Dhaka metro-specific updates in the last 60 days (mid-April to mid-June 2026) that significantly shift the provided national baseline (youth unemployment 15-24 male: 13.3% in 2025; national instability fuse score: 18.1/100).** Data remains predominantly national or from earlier periods, with limited granular Dhaka metro (city/provincial) labor statistics.[[1]](https://gedkp.gov.bd/wp-content/uploads/2026/03/HARNESSING-THE-POTENTIALS-OF-YOUTH-_A-Policy-Framework-for-Youth-Development-in-Bangladesh.pdf?post_id=4558)[[2]](https://www.tbsnews.net/supplement/youth-unemployment-and-labour-market-mismatch-bangladesh-1346796)

**1. Local labor market/unemployment data (Dhaka metro-specific):**  
No recent (2026) Dhaka city or metro-specific unemployment or labor force survey figures identified. National-level data continues to highlight challenges: a GED Policy Brief (published ~Jan 2026) cites BBS data showing ~19.54% of youth aged 15-24 economically inactive (NEET-like, ~5.52 million people), with official youth unemployment appearing moderate (~8% headline in some LFS references) but masking deeper exclusion; tertiary graduate unemployment ~13.5% (higher for women). A Jan 2026 TBS analysis references LFS 2024 data on youth (15-29) unemployment exceeding 8% nationally (vs. overall ~3.66%), with educated youth facing mismatches. World Bank export/jobs projects mention Dhaka operations but provide no new metro stats.[[1]](https://gedkp.gov.bd/wp-content/uploads/2026/03/HARNESSING-THE-POTENTIALS-OF-YOUTH-_A-Policy-Framework-for-Youth-Development-in-Bangladesh.pdf?post_id=4558)[[2]](https://www.tbsnews.net/supplement/youth-unemployment-and-labour-market-mismatch-bangladesh-1346796)

**2. Political/security/economic events affecting young men (18-35) in Dhaka:**  
Ongoing post-2024 July Uprising tensions persist into 2026, with youth (including students) central to protests, reform demands, and the Feb 2026 elections (first competitive post-uprising vote). Specific Dhaka mentions include: violent protests and youth leader incidents in late 2025/early 2026 (e.g., assassination of a protest icon sparking demonstrations); protests over a “July National Charter” ahead of elections; and April 2026 coverage noting student protesters' dashed hopes amid stalled reforms. March-April 2026 saw arrests of former security officials linked to past protest crackdowns. A fuel crisis (linked to Middle East issues) in April 2026 caused long gas lines, university disruptions, and power cuts in/near Dhaka (e.g., Dhamrai, ~35 km away), indirectly pressuring youth employment and daily life in the metro area. No reports of mass layoffs, militia activity, or large-scale new crackdowns in Dhaka during the exact 60-day window.[[3]](https://www.youtube.com/watch?v=vpQ6HhBMNh4)[[4]](https://fpif.org/can-bangladeshs-youth-defend-their-revolution/)[[5]](https://thediplomat.com/2026/05/how-the-dreams-of-bangladeshs-student-protestors-died-young/)[[6]](https://foreignpolicy.com/2026/04/01/nepal-new-government-shah-sharma-oli-arrest-reform/)

**3. NGO/think-tank reports on Dhaka's youth situation (2025/2026):**  
Relevant national or Dhaka-context reports include:  
- GED Policy Brief (Jan 2026): Analyzes youth employment crisis, NEET rates (~19.54% for 15-24), and risks of instability/gangs (~50 active youth gangs noted in Dhaka as of early 2024 data). URL: https://gedkp.gov.bd/wp-content/uploads/2026/03/HARNESSING-THE-POTENTIALS-OF-YOUTH-_A-Policy-Framework-for-Youth-Development-in-Bangladesh.pdf.[[1]](https://gedkp.gov.bd/wp-content/uploads/2026/03/HARNESSING-THE-POTENTIALS-OF-YOUTH-_A-Policy-Framework-for-Youth-Development-in-Bangladesh.pdf?post_id=4558)[[1]](https://gedkp.gov.bd/wp-content/uploads/2026/03/HARNESSING-THE-POTENTIALS-OF-YOUTH-_A-Policy-Framework-for-Youth-Development-in-Bangladesh.pdf?post_id=4558)  
- UNDP Bangladesh Youth Engagement Strategy (2025–2030, published March 2026): Focuses on empowering youth as partners in development.  
- ICCCAD youth reports/events (Jan 2026): Youth Voices for Climate Resilience and leadership in Dhaka context.  
- British Council Next Generation Pulse Bangladesh 2026: Launched ~June 2026 for youth attitudes, skills, employment, and civic participation research.  
- BTI 2026 Bangladesh Country Report: Notes active civil society/youth engagement post-2024 but persistent challenges. No Dhaka-exclusive 2025 reports with fresh metro data.[[7]](https://bti-project.org/en/reports/country-report/BGD)[[8]](https://www.undp.org/bangladesh/publications/youth-engagement-strategy-2025-2030-undp-bangladesh)

**4. Internet/mobile infrastructure changes in Dhaka:**  
No nationwide or Dhaka-specific shutdowns in the last 60 days. Temporary disruptions: April 9-13, 2026, due to SEA-ME-WE-5 submarine cable maintenance (slower speeds nationwide, impacting Dhaka). April 2026 fuel crisis caused power cuts leading to mobile tower outages and connectivity issues near Dhaka (e.g., Dhamrai reports of calls/internet struggles). Operators warned of broader risks if fuel shortages continued. Earlier 2024 blackouts tied to protests are not relevant here.[[9]](https://www.thedailystar.net/tags/internet-disruption)[[10]](https://www.youtube.com/watch?v=B3I3v_9LSiQ)[[11]](https://www.straitstimes.com/asia/south-asia/bangladesh-faces-telecom-shutdowns-from-middle-east-fuel-crisis)

**Overall assessment:** No concrete evidence of significant deterioration or improvement in Dhaka metro youth instability indicators versus the national baseline. Lingering political transition frictions, youth unemployment/NEET challenges, and April fuel-related disruptions represent ongoing risks but do not appear to have escalated markedly in the recent window. Continued monitoring of election aftermath, economic pressures, and any new BBS/LFS metro breakdowns is recommended. Sources primarily from web searches (ILO, BBS references, news outlets like TBS/Dhaka Tribune, Al Jazeera, etc.).

**BBS National Statistics Data Server (NSDS) / BBS website (primary sub-national source from Bangladesh Bureau of Statistics)**: http://nsds.bbs.gov.bd/ or https://bbs.gov.bd/. No public API (primarily reports, tables, and downloads/PDFs/Excel via site or registration); updates vary (monthly statistical bulletins, periodic Labor Force Surveys ~annual/quarterly, censuses); auth none/free (possible free registration for some downloads); geographic granularity includes divisions/districts (Dhaka Division/District) and some urban/city corporation data in LFS and district statistics reports (e.g., unemployment figures cited for Dhaka).[[1]](https://guides.library.columbia.edu/sasia-bangladesh/data)[[2]](http://nsds.bbs.gov.bd/)[[2]](http://nsds.bbs.gov.bd/)

**Bangladesh Open Data Portal (data.gov.bd)**: https://data.gov.bd/. Partial API (direct download links/APIs for CSV/Excel resources); updates vary by dataset (many historical or periodic from BBS); auth none; geographic granularity includes national + some sub-national/district-level datasets (e.g., population, labor, education indicators that can align with Dhaka).[[3]](https://data.gov.bd/)[[3]](https://data.gov.bd/)

**ACLED (with COD-AB sub-national boundaries from HDX)**: ACLED platform (acleddata.com, already in use at country level) + https://data.humdata.org/dataset/cod-ab-bgd. No dedicated public API for boundaries (GeoJSON/shapefile downloads); boundaries updated periodically (latest ~2025 from BBS); auth none/free; geographic granularity supports filtering to Dhaka Division (Admin 1), Dhaka District (Admin 2), and Upazilas/City Corporations (Admin 3, including Dhaka North/South).[[4]](https://data.humdata.org/dataset/cod-ab-bgd)[[4]](https://data.humdata.org/dataset/cod-ab-bgd)

**The Dhaka Post RSS feed (local Dhaka-focused news)**: https://thedhakapost.com/rss.xml (and similar from Bangla Tribune, Risingbd, etc., via aggregators like rss.feedspot.com). RSS feed (machine-readable, functions like partial API for ingestion); daily updates; auth none; geographic granularity Dhaka/Bangladesh metro focus (English + potential Bengali sources).[[5]](https://rss.feedspot.com/bangladesh_news_rss_feeds/)

**Bangladesh Institute of Development Studies (BIDS) publications and research**: https://www.bids.org.bd/. No public API (PDF/report downloads and journal articles); periodic (research reports, annual conferences, journal issues); auth none/free; geographic granularity Dhaka/urban Bangladesh focus (poverty, labor, youth, development studies).[[6]](https://www.bids.org.bd/)

**BBS District Statistics reports (Dhaka-specific, e.g., 2011 edition and updates)**: Available via BBS site or repositories (e.g., PDF/Excel extracts on urban statistics, population, education, industry for Dhaka District/City Corporation). No API (downloads/PDFs); irregular/historical releases; auth none/free; geographic granularity Dhaka district, city corporation, upazila/ward level.[[7]](https://www.researchgate.net/publication/335312684_City_Profile_Dhaka_Bangladesh)[[8]](https://objectstorage.ap-dcc-gazipur-1.oraclecloud15.com/n/axvjbnqprylg/b/V2Ministry/o/office-bbs/2024/12/01aeed01f1454143bf7fda77820044b4.pdf)

**Notes**: No dedicated public API or real-time machine-readable portal was identified for Dhaka City Corporation (North/South) municipal statistics. BBS Labor Force Survey data sometimes includes divisional or Dhaka-specific aggregates (e.g., unemployment counts). Additional Bengali news RSS options exist via general Bangladesh feeds. Think-tank/NGO outputs (e.g., BRAC-related) are typically one-off reports rather than ongoing structured datasets. All sources emphasize non-inference/raw or official statistics.

**No major developments identified in the last 60 days (roughly mid-April to mid-June 2026) that would significantly shift Cairo metro youth instability indicators from the provided baseline (national male youth unemployment 15-24 at 12.9% for 2025; national instability fuse score 18.4/100).** Searches across labor data, events, reports, and infrastructure yielded limited Cairo-specific information; most relevant data remains national or outdated.[[1]](https://www.egypttoday.com/Article/1/147185/Unemployment-rate-in-Egypt-declines-to-6-in-Q1-2026)[[2]](https://www.facebook.com/aljazeera/videos/cairos-streets-and-storefronts-have-been-forced-to-go-dark-at-night-as-part-of-m/913014188232663/)

**1. Local labor market/unemployment data for Cairo metro:** No provincial or Greater Cairo-specific youth unemployment or labor force statistics were found for 2025–2026. National figures from CAPMAS show overall unemployment declining to 6% in Q1 2026 (down from 6.2% in Q4 2025), with labor force growth to 35.412 million. Earlier 2025 data indicated youth unemployment (15-24) around 18.3% nationally (modeled ILO estimates), with some reports noting improvement to ~14.9% for ages 15–29 in 2024. No Cairo metro breakdowns or recent updates.[[1]](https://www.egypttoday.com/Article/1/147185/Unemployment-rate-in-Egypt-declines-to-6-in-Q1-2026)[[3]](https://www.statista.com/statistics/811968/youth-unemployment-rate-in-egypt/?srsltid=AfmBOorF2xoKOz17QTyUR-GNucZXFDCLYYjd1CQAX99_p-x0BPsW_zmZ)

**2. Political/security/economic events in Cairo affecting young men (18-35):** No reports of protests, demonstrations, militia activity, crackdowns, or mass layoffs specific to Cairo or targeting young men in the April–June 2026 window. Earlier or unrelated events (e.g., controlled or rare pro-Palestine actions in 2025, historical references) do not indicate recent escalation. A student protest analysis references campus dynamics but does not highlight new 2026 Cairo unrest.[[4]](https://www.merip.org/2026/04/student-protest-and-the-politics-of-palestine-in-egypt/)

**3. NGO/think-tank reports on Cairo youth (published 2025):** No Cairo-specific reports identified. Broader/global items include the UNESCO GEM Report “2026 Youth Report: Lead with youth” (focusing on education participation, released around early 2026) and general Africa youth employment outlooks noting challenges in North Africa (e.g., high tertiary-educated youth unemployment in Egypt). Nothing localized to Cairo metro or published in 2025 with direct relevance.[[5]](https://www.unesco.org/gem-report/en/publication/2026youthreport)

**4. Internet/mobile infrastructure changes in Cairo:** No new shutdowns, targeted rollouts, or outages reported in the period. A notable July 2025 fire at a central Cairo Telecom Egypt data center caused temporary national/intra-Cairo disruptions (connectivity dropped to ~44–62% at peak), but this is outside the 60-day window. Q1 2026 global disruption summaries do not flag Egypt/Cairo.[[6]](https://www.newarab.com/news/cairo-data-centre-fire-kills-four-takes-down-egypts-internet)

**Additional note on economic pressures:** Limited measures to curb electricity use in Cairo (e.g., darkened streets/storefronts) were reported around early April 2026 amid regional energy/gas supply strains, but these appear temporary and not framed as acute youth-specific shocks.[[2]](https://www.facebook.com/aljazeera/videos/cairos-streets-and-storefronts-have-been-forced-to-go-dark-at-night-as-part-of-m/913014188232663/)

**Overall assessment:** No flagged items indicate a significant deviation from baseline instability metrics for Cairo. Continued monitoring of CAPMAS releases or local Cairo media would be warranted for granular metro data. Sources primarily include CAPMAS via Egypt Today, Brookings, UNESCO, Reuters/CGTN references, and ACLED-related analyses.

**CAPMAS (Central Agency for Public Mobilization and Statistics) – Labor Force Survey (LFS) and other bulletins**  
- URL: https://www.capmas.gov.eg/ (main site); censusinfo.capmas.gov.eg (data catalog/metadata); indicators.capmas.gov.eg or egypt.opendataforafrica.org (data portals)  
- API: Partial/no public API (some selected data on portals offer API code snippets; primarily downloads, bulletins, and interactive views)  
- Update frequency: Quarterly (LFS with geographic breakdowns); annual bulletins; monthly for some indicators (e.g., CPI)  
- Auth required: None (public)  
- Geographic granularity: Governorate level (all 27 governorates, including Cairo/Cairo Governorate); urban/rural splits; some finer in geospatial tools.[[1]](https://dsbb.imf.org/sddsplus/dqaf-base/country/EGY/category/UEM00)[[2]](https://www.erfdataportal.com/index.php/catalog/305)

**Cairo Governorate Official Portal – Statistics section**  
- URL: http://cairo.gov.eg/en/Pages/Statistics.aspx?SubmID=168 (or main portal http://cairo.gov.eg/)  
- API: No  
- Update frequency: Periodic (e.g., population estimates/graphs updated as available, such as to mid-2025)  
- Auth required: None  
- Geographic granularity: Cairo Governorate / neighborhoods (population, density, area data via PDFs/graphs).[[3]](http://cairo.gov.eg/en/Pages/Statistics.aspx?SubmID=168)

**Egy-GeoInfo (CAPMAS Geospatial Information Portal)**  
- URL: geoportal.capmas.gov.eg  
- API: Partial (ArcGIS-based portal; supports mapping, thematic layers, and some data access/export; underlying Esri tech may enable APIs for developers)  
- Update frequency: Tied to censuses/surveys (e.g., 2017 census and updates); ongoing for planning/SDG monitoring  
- Auth required: None (public access for aggregated data)  
- Geographic granularity: Governorate down to village/ADM2-3 level (census and statistical layers).[[4]](https://www.esri.com/content/dam/esrisites/en-us/media/fliers/gis-census-cs-egypt-flier-web.pdf)

**Economic Research Forum (ERF) – Egypt Labor Market Panel Surveys (ELMPS) / harmonized LFS**  
- URL: https://www.erfdataportal.com/ (or erf.org.eg data portal)  
- API: No (microdata access via registration/requests; aggregated bulletins available)  
- Update frequency: Periodic rounds (e.g., 1998–2018 panels; annual/quarterly LFS harmonized releases)  
- Auth required: None for public aggregates; free registration or request for microdata  
- Geographic granularity: National with governorate-level distribution (urban/rural; some sub-national analysis possible).[[2]](https://www.erfdataportal.com/index.php/catalog/305)

**ACLED (Armed Conflict Location & Event Data Project) – Egypt data with admin filters**  
- URL: https://acleddata.com/ (data access/explorer; country profiles)  
- API: Yes (data export/API access available via platform)  
- Update frequency: Ongoing/real-time event coding (near real-time for many regions)  
- Auth required: Free registration for full access/API  
- Geographic granularity: Admin1 (governorates, e.g., Cairo as admin1), admin2/3 where available; filter events by admin1 name/code or location for Cairo metro/provincial level.[[5]](https://acleddata.com/methodology/acled-codebook)

**Cairo24 RSS Feed (local Arabic news)**  
- URL: https://www.cairo24.com/rss.aspx  
- API: No (standard RSS)  
- Update frequency: Frequent (ongoing news coverage)  
- Auth required: None  
- Geographic granularity: Cairo-focused (Egyptian news with strong local/Cairo coverage).[[6]](https://rss.feedspot.com/egyptian_news_rss_feeds/)

**Additional notes**: Egypt’s national open data efforts (e.g., data.gov.eg or UNESCWA-linked portals) aggregate some CAPMAS governorate data but are not Cairo-specific. No dedicated municipal API for Cairo stats was identified beyond CAPMAS/governorate portals. Sub-national labor data is primarily via CAPMAS LFS at the governorate level rather than finer city districts. News APIs (e.g., NewsAPI with country=eg) provide broader Egyptian coverage but can be filtered for Cairo relevance. Think tank/NGO projects (e.g., Brookings, J-PAL, ILO) often rely on or analyze CAPMAS/ERF data rather than maintaining independent ongoing Cairo trackers.

**No major developments in the last ~60 days (mid-April to mid-June 2026) appear to significantly shift Lahore’s youth instability picture from the provided national baseline (youth unemployment 15-24 male ~9.4-9.6% in 2025; national instability fuse score 19.2/100).** Data remains predominantly national or provincial (Punjab), with limited Lahore-metro-specific labor statistics.[[1]](https://data.worldbank.org/indicator/SL.UEM.1524.ZS?locations=PK)[[2]](https://alfred.stlouisfed.org/series?seid=SLUEM1524ZSPAK)

### 1. Local Labor Market / Unemployment Data (Lahore Metro / Punjab)
- No new official Lahore-metro (city or district) unemployment rates released in the period. National/Punjab figures are the closest proxy.
- Punjab (which includes Lahore metro): ~3.5 million working-age people unemployed; provincial unemployment rate crossed 7%. Total provincial labor force cited as 49.4 million. Provincial government planning employment support centers in six major districts, explicitly including **Lahore**, Faisalabad, Gujranwala, Multan, Rahim Yar Khan, and Sialkot.[[3]](https://www.instagram.com/p/DX8XVH6gLBo/)
- Broader context includes ongoing national textile sector pressures (high energy tariffs, taxes, factory issues reported earlier in 2026), but no Lahore-specific mass layoffs or industry shocks documented in the recent window.[[4]](https://www.dawn.com/news/1967315)
- Youth-focused initiatives: Pakistan Bureau of Statistics (PBS) training for the PSLM District Survey 2026–27 (including a new Youth Development Index module) referenced activities involving Lahore. Employment expos and PM Youth Programme events held in Lahore (e.g., Feb 2026 at University of the Punjab).[[5]](https://www.instagram.com/reel/DYjAcnAIPtW/)[[6]](https://www.facebook.com/PMsYouthProgram/posts/empowering-youth-through-opportunityprime-ministers-youth-programme-in-collabora/1183805057273993/)

These figures do not indicate a sharp deterioration beyond the baseline.

### 2. Political, Security, or Economic Events Affecting Young Men (18-35) in Lahore
- Limited activity directly tied to broad instability. Notable recent events:
  - **June 3, 2026**: Peaceful student/youth protest in Lahore (British Council Head Office, Mozang Road) against Cambridge exam paper leaks, led by groups like IJT Lahore and Al-Khidmat. Focused on student concerns rather than wider political or economic grievances.[[7]](https://www.instagram.com/reel/DZFVCaRoIoB/)[[8]](https://www.youtube.com/watch?v=l55xxZflkQ0)
  - **May 22, 2026**: TTAP Punjab protest outside Lahore Press Club demanding release of Imran Khan and political prisoners.[[9]](https://x.com/TTAP_OFFICIAL/status/2057828854358487461)
  - Earlier 2026 events (e.g., Feb opposition strikes or March protests linked to regional issues) fall outside the strict 60-day window and were often national in scope.[[10]](https://peoplesdispatch.org/2026/02/09/hundreds-of-thousands-participated-in-a-national-strike-in-pakistan-against-the-conservative-governments-policies/)
- No reports of militia activity, large-scale crackdowns, or economic shocks (e.g., major factory closures or mass layoffs) specific to Lahore industries in the recent period. Punjab-wide trader concerns over an 8 PM shop-closing rule surfaced around May–June but are not framed as youth-specific instability drivers.[[11]](https://www.tribuneindia.com/news/world/pakistans-early-market-shutdown-triggers-economic-tremors/)

No evidence of escalation that would meaningfully elevate the instability fuse score for the Lahore metro.

### 3. NGO / Think-Tank Reports on Lahore Youth (2025–2026)
- No new comprehensive NGO or think-tank reports focused on Lahore youth instability or vulnerability published in 2025–early 2026 were identified in searches. Existing or ongoing work includes:
  - PBS initiatives incorporating youth metrics (YDI) via district surveys with Lahore involvement.[[5]](https://www.instagram.com/reel/DYjAcnAIPtW/)
  - Localized efforts such as University of Home Economics (UHE) Lahore youth development center under the PM Youth Program (noted 2025).[[12]](https://www.facebook.com/HomeEconomicslhrofficial/posts/uhe-to-establish-youth-development-center-under-pm-youth-programlahore-september/1177975077474053/)
  - Older or non-instability-focused materials (e.g., Search for Common Ground youth mapping for Karachi/Lahore from 2022; various positive youth development studies).[[13]](https://www.sfcg.org/youth-mapping-report-karachi-and-lahore/)

### 4. Internet / Mobile Infrastructure Changes in Lahore
- No government-imposed shutdowns, blackouts, or targeted outages reported for Lahore in the period.
- One reported incident: Accidental fiber-optic cable cuts during infrastructure work caused temporary disruptions and slow speeds affecting residential users, schools, colleges, banks, and offices in several Lahore areas. Telecom operators responded with repairs; this was described as a localized, non-deliberate event.[[14]](https://www.instagram.com/p/DVxxfH4CFsh/)
- Broader Pakistan context includes unrelated or older shutdowns (e.g., earlier political protests or issues in other regions like Azad Kashmir), but nothing affecting Lahore recently.[[15]](https://www.instagram.com/reel/DZSrSmjs2cX/)

**Overall Assessment**: Available information shows continuity rather than abrupt change. Punjab-level unemployment concerns persist at moderate levels (~7%+), with planned employment centers as a mitigating step. Youth-related protests have been narrow (student exam issues) or political but not indicative of widespread instability. No major infrastructure or security events specific to young men in Lahore metro were flagged. National baselines remain the primary reference point, as Lahore-specific granular data is scarce. Further monitoring of Punjab labor surveys or local media would be advisable for updates.

**Bureau of Statistics (BOS), Punjab (Punjab Info Portal / prps.punjab.gov.pk)**: https://prps.punjab.gov.pk/ (main site; portal referenced in announcements) — API: no (machine-readable downloads/PDFs/tables likely) — Update frequency: periodic (surveys like MICS; retail prices via app) — Auth: none/free — Geographic granularity: provincial (Punjab), divisional/district-level (includes Lahore).[[1]](https://prps.punjab.gov.pk/about-us)

**Pakistan Bureau of Statistics (PBS) Labour Force Survey (LFS)**: https://www.pbs.gov.pk/labour-force-statistics/ — API: no (PDF reports + tables for download) — Update frequency: annual or periodic (latest 2024-25) — Auth: none/free — Geographic granularity: national + provincial (Punjab urban/rural; not city-specific Lahore).[[2]](https://www.pbs.gov.pk/labour-force-statistics/)

**Lahore District / City Government pages (lahore.punjab.gov.pk)**: https://lahore.punjab.gov.pk/district_profile — API: no (static stats/tables) — Update frequency: irregular/periodic — Auth: none/free — Geographic granularity: district/tehsil (Lahore-specific population, industries, etc.).[[3]](https://lahore.punjab.gov.pk/district_profile)

**Punjab Retail Price app / BOS data (divisional retail prices)**: Google Play link or BOS site — API: no (app/dashboard; likely underlying data downloads) — Update frequency: daily — Auth: none/free — Geographic granularity: divisional (Punjab, covering Lahore area).[[4]](https://play.google.com/store/apps/details?id=pk.pitb.gov.ossp&hl=en_US)

**Lahore News (local Urdu/English news site)**: https://lahorenews.tv/ — API: no (RSS feed available via aggregators) — Update frequency: continuous/real-time — Auth: none/free — Geographic granularity: city-level (Lahore-focused).[[5]](https://rss.feedspot.com/pakistan_news_rss_feeds/)

**The Lahore Times (local news)**: https://www.lhrtimes.com/ — API: no (explicit RSS feed) — Update frequency: continuous — Auth: none/free — Geographic granularity: city/provincial (Lahore-Pakistan focus).[[5]](https://rss.feedspot.com/pakistan_news_rss_feeds/)

**Social Policy and Development Centre (SPDC) reports (poverty/urban analysis)**: https://www.spdc.org.pk/ — API: no (research reports/PDFs) — Update frequency: periodic (e.g., annual poverty estimates) — Auth: none/free — Geographic granularity: national/provincial with urban breakdowns (relevant to Lahore).[[6]](https://www.spdc.org.pk/)

**Pakistan subnational administrative boundaries (COD-AB on HDX, for ACLED filtering)**: https://data.humdata.org/dataset/cod-ab-pak — API: no (shapefiles/GeoJSON/XLSX downloads) — Update frequency: static/reference (updated ~2022–2026) — Auth: none/free — Geographic granularity: admin 0–3 (Admin 1: Punjab province; Admin 2: Lahore district; Admin 3: tehsils for precise ACLED event filtering).[[7]](https://data.humdata.org/dataset/cod-ab-pak)

**Open Data Pakistan (various Lahore/Punjab datasets, e.g., property, development stats)**: https://opendata.com.pk/ — API: no (CSV downloads) — Update frequency: varies by dataset — Auth: none/free — Geographic granularity: district/city-level (includes Lahore).[[8]](https://opendata.com.pk/dataset)

Note: No public APIs were identified for official Lahore/Punjab statistical sources (mostly downloads or portals). ACLED itself supports filtering via its admin1/admin2 fields once boundaries are aligned. Local news RSS feeds are the most accessible real-time option.

**No major shifts from the provided baseline (national male youth unemployment 15-24 at 9.4% in 2025; national instability fuse score 19.2/100) were identified in Karachi-specific data for the last ~60 days (mid-April to mid-June 2026).** Karachi metro-specific labor statistics remain limited and dated; events show continued economic pressures (e.g., fuel prices) sparking localized protests, but nothing indicating acute spikes in youth (18-35 male) instability, militia activity, mass layoffs, or infrastructure disruptions directly tied to the city.[[1]](https://alfred.stlouisfed.org/series?seid=SLUEM1524ZSPAK)[[2]](https://tribune.com.pk/story/2421354/high-number-of-educated-youth-facing-unemployment-in-sindh)

### 1. Local Labor Market/Unemployment Data (Karachi Metro-Specific)
- No new official provincial or city-level youth unemployment figures for Karachi/Sindh in the period. National youth unemployment (15-24) remains around 9.6% (2025 data, updated early 2026).[[1]](https://alfred.stlouisfed.org/series?seid=SLUEM1524ZSPAK)
- Older Karachi-specific data (Karachi division, Sindh) cited in a 2023 report and recirculated documents puts youth unemployment at 11.18% (higher than some other Sindh divisions; elevated among educated youth due to skills mismatch). A Scribd-hosted document echoes this 11.18% figure for Karachi youth but draws from pre-2024 sources.[[3]](https://www.scribd.com/document/879693755/Unemployment-Among-Youth-in-Karachi)[[2]](https://tribune.com.pk/story/2421354/high-number-of-educated-youth-facing-unemployment-in-sindh)
- National 2026 reports (circulated May 2026 on social media) highlight elevated graduate/engineer unemployment (31% young graduates; 23.5% engineers), with some posts framing it around Karachi’s educated youth challenges. These are national but explicitly discussed in Karachi contexts; no city-specific update.[[4]](https://www.facebook.com/VerifiedPakistanToday/posts/31-of-young-graduates-and-235-of-engineers-face-unemployment-2026-reportpakistan/122304878720190003/)[[5]](https://www.instagram.com/reel/DX6q8wENDt-/)
- Urban unemployment noted as structurally higher in some analyses, but no Karachi metro breakout for 2026.

### 2. Political, Security, or Economic Events Affecting Young Men (18-35)
- **Protests in May 2026**: Multiple reports of protests and road closures in Karachi. Examples include City 21 headlines on protests “everywhere” (May 7, 2026); additional coverage around May 13 and May 25 (Geo News on major road closures). A May 22 protest specifically targeted rising fuel prices linked to Middle East war developments.[[6]](https://www.youtube.com/watch?v=AOCZBZzOhjs)[[7]](https://www.youtube.com/watch?v=FdEr9XLvx5o)[[8]](https://www.facebook.com/dawndotcom/posts/people-shout-slogans-during-a-protest-against-rising-fuel-prices-triggered-by-th/1413807930790841/) These involved public demonstrations with potential youth participation but no reported large-scale violence, militia involvement, or youth-targeted crackdowns in the results.
- No reports of militia activity, security crackdowns, or mass layoffs in Karachi industries during the period. Earlier (March 2026) US Consulate protests involved deaths/injuries but fall outside the 60-day window.[[9]](https://en.wikipedia.org/wiki/2026_attack_on_the_United_States_consulate_in_Karachi)
- Economic pressures (fuel prices, broader Middle East war ripple effects) noted as triggers for protests, potentially impacting young workers via cost-of-living shocks, but no quantified job losses or youth-specific data.

### 3. NGO/Think-Tank Reports on Karachi Youth (Published 2025)
- No new 2025 reports specifically on Karachi youth situations identified in searches. Broader Pakistan-focused work (e.g., UNDP/Islamic Development Bank on youth entrepreneurship ecosystems) references Karachi among other cities but lacks fresh 2025-2026 Karachi metro data or instability-focused findings.[[10]](https://www.isdb.org/sites/default/files/media/documents/2025-04/State%20of%20Youth%20Entrepreneurship%20Ecosystem%20in%20Pakistan.pdf)
- Ongoing national efforts like the Pakistan Bureau of Statistics PSLM (District) Survey 2026–27 (training launched recently) will include a new Youth Development Index module, but no results yet.[[11]](https://www.instagram.com/reel/DYjAcnAIPtW/)

### 4. Internet/Mobile Infrastructure Changes in Karachi
- No Karachi-specific shutdowns, targeted blackouts, or major outages reported in the last 60 days. National or regional slowdown warnings appeared in May 2026 (linked to possible submarine cable issues), with social media mentions of connectivity problems, but these were not city-confined or complete shutdowns.[[12]](https://www.youtube.com/watch?v=FbO402QMfyE)[[13]](https://www.facebook.com/expressnewspk/videos/pakistan-internet-slowdown-2026-massive-outage-warning-issued-shark-damaged-inte/2237586023674090/)
- Broader Pakistan context shows occasional rumors or localized issues, but nothing verified for Karachi metro recently.

**Overall assessment**: Developments are consistent with baseline pressures (elevated educated youth joblessness nationally, occasional economic protests) without evidence of rapid deterioration or escalation in Karachi. Fuel-price-linked protests in May represent the most direct recent activity. Continued monitoring of Sindh/provincial labor releases and local news would help track any shifts. Sources primarily from web searches (news outlets, social media aggregators, reports); specific URLs available in citations where applicable.

**Sindh Bureau of Statistics (SBOS / Bureau of Statistics, Planning & Development Dept., Govt. of Sindh)**: http://sindhbos.gov.pk/ or sbos.sindh.gov.pk. No API (PDF/machine-readable downloads and tables available). Update frequency: irregular/annual (e.g., *Development Statistics of Sindh*). Auth: none. Geographic granularity: Sindh province (includes Karachi-specific or division-level data in reports).[[1]](https://ghdx.healthdata.org/organizations/bureau-statistics-planning-and-development-department-government-sindh-pakistan)

**Pakistan Bureau of Statistics (PBS) – Labour Force Survey (LFS) and microdata**: https://www.pbs.gov.pk/ (LFS section and microdata portal). No public API (microdata downloads and tables; some derived district-level analyses exist externally). Update frequency: annual (latest 2024-25). Auth: none (registration may be needed for microdata). Geographic granularity: national + provincial (Sindh, with urban/rural splits); limited direct Karachi city but supports district-level disaggregation in some releases or third-party analyses.[[2]](https://www.pbs.gov.pk/docs/labour-force-survey-section/)

**Dawn RSS feeds**: https://www.dawn.com/feeds/home (or topic-specific feeds). RSS feeds function as lightweight API-like access. Update frequency: real-time/daily. Auth: none. Geographic granularity: national with strong Karachi/local coverage.[[3]](https://rss.feedspot.com/pakistan_news_rss_feeds/)

**The Express Tribune RSS feeds**: https://tribune.com.pk/rss (or category feeds e.g., /feed/business). RSS feeds. Update frequency: real-time/daily. Auth: none. Geographic granularity: national/Pakistan-focused with dedicated Karachi coverage (headquartered in Karachi).[[4]](https://tribune.com.pk/rss)

**Urban Resource Centre (URC) Karachi**: https://urckarachi.org/. No API (reports, maps, documentation, and research downloads). Update frequency: irregular/project-based. Auth: none. Geographic granularity: Karachi city-specific (urban planning, housing, poverty, community issues, census/master plans).[[5]](https://urckarachi.org/)

**Social Policy and Development Centre (SPDC)**: https://www.spdc.org.pk/. No API (research reports and policy briefs, often with urban/poverty analysis). Update frequency: irregular (periodic reports, e.g., on poverty incidence). Auth: none. Geographic granularity: national/provincial with urban area emphasis (relevant for Karachi/Sindh).[[6]](https://www.spdc.org.pk/)

**ACLED (sub-national filtering)**: https://acleddata.com/ (Pakistan country page; full dataset access). Yes, API (requires free myACLED account). Update frequency: real-time/weekly updates. Auth: free account. Geographic granularity: admin1 (Sindh province), admin2 (districts; Karachi broken into multiple districts e.g., Karachi-East, Karachi-West, etc.), with event locations; pair with HDX COD-AB boundaries (https://data.humdata.org/dataset/cod-ab-pak) for precise filtering to Karachi.[[7]](https://data.humdata.org/dataset/cod-ab-pak)

**Additional notes on gaps/related sources**: Direct Karachi Metropolitan Corporation or municipal open data portal with API was not identified in public searches (most municipal data flows through provincial or PBS channels). Business registrations and competitiveness stats for Karachi areas are available via https://business.gos.pk/en/sindh-statistics (downloads, no API mentioned). Commissioner Karachi site (https://commissionerkarachi.gos.pk/) offers limited population/census extracts. No dedicated local-language (Urdu) news APIs surfaced prominently; English outlets above provide broad local coverage. All listed sources are publicly accessible without paid tiers.

**No major shifts detected from the national baseline (youth unemployment ~4.4-5.3% for ages 15-24 in recent modeled estimates; national instability fuse score 19.9/100) in Kano metro-specific data for the last ~60 days (mid-April to mid-June 2026).** Local data remains sparse, with most available information at the Kano State or national level. Key findings below are drawn from recent reports.[[1]](https://fred.stlouisfed.org/series/SLUEM1524ZSNGA)[[2]](https://www.legit.ng/business-economy/economy/1692012-nigerian-state-set-train-50000-youths-2026-reduce-unemployment/)

**1. Local labor market/unemployment data (Kano metro-specific):** None identified in provincial or metro-level statistics for 2026. National figures (e.g., modeled ILO youth unemployment ~5.3% for 2025 or ~6.5% excluding discouraged/informal workers) continue to apply as proxies. Kano State government initiatives reflect ongoing concern with youth joblessness, including plans announced in January 2026 to train at least 50,000 youths statewide in skills acquisition and entrepreneurship programs throughout 2026 to promote self-reliance. Early implementations included graduation ceremonies for batches of trainees (e.g., 2,260 from eight institutes). A separate federal 2026 budget allocation of ₦1.05 billion targets youth and women empowerment in Kano State.[[2]](https://www.legit.ng/business-economy/economy/1692012-nigerian-state-set-train-50000-youths-2026-reduce-unemployment/)[[2]](https://www.legit.ng/business-economy/economy/1692012-nigerian-state-set-train-50000-youths-2026-reduce-unemployment/)[[3]](https://njsr.com.ng/index.php/home/announcement/view/72)

**2. Political/security/economic events affecting young men (18-35):** Security operations continued, with Kano State Police reporting arrests of 345 suspects and recovery of 270 weapons (reported June 9, 2026). Additional operations between April 20 and May 20, 2026, included arrests linked to armed robbery. Cost-of-living pressures persist as a backdrop (echoing earlier protests), though no large-scale youth-led demonstrations or militia activity were reported in the period. The US State Department maintains a "Do Not Travel" advisory for Kano State due to unrest, crime, and kidnapping risks. No mass layoffs in key city industries (e.g., manufacturing, trade) were identified.[[4]](https://www.facebook.com/ntanetworknews/videos/newspaper-review-9th-june-2026leadershippolice-arrest-345-suspects-recover-270-w/1073648958556788/)[[5]](https://www.instagram.com/reel/DYj-KKHonmR/)[[6]](https://travel.state.gov/content/travel/en/traveladvisories/traveladvisories/nigeria-travel-advisory.html)

**3. NGO/think-tank reports on Kano's youth situation (published 2025):** No Kano-specific reports from 2025 or early 2026 were surfaced in searches. Broader continental or national analyses (e.g., Mastercard Foundation Africa Youth Employment Outlook 2026 or Bertelsmann Transformation Index Nigeria 2026) note Nigeria-wide challenges like skills mismatches, urbanization pressures, and informal sector dominance but do not isolate Kano metro data or recent local developments.[[7]](https://mastercardfdn.org/en/our-research/africa-youth-employment-outlook-2026/)[[8]](https://bti-project.org/en/reports/country-report/NGA)

**4. Internet/mobile infrastructure changes:** A critical-level internet outage was detected for Kano on April 28, 2026 (IODA monitoring). No government-directed shutdowns, major rollouts, or prolonged disruptions specific to Kano metro were reported in the period.[[9]](https://voidly.ai/incident/NG-2026-0088)

**Overall assessment:** Developments are consistent with the baseline picture of moderate national instability and youth employment pressures, with state-level efforts focused on skills training and targeted funding as mitigators. Localized security enforcement (arrests/weapons recoveries) indicates active law enforcement responses but no escalation to widespread youth-instability triggers like mass protests or militia mobilization in the tracked window. Continued monitoring of state budget execution and any follow-on protest activity would be warranted. All sources are current as of searches around June 2026.

**National Bureau of Statistics (NBS) Nigeria Open Data Portal / Socioeconomic Statistics (Unemployment Rates by State)**  
- URL: https://nigeria.opendataforafrica.org/ (or https://www.nigerianstat.gov.ng/)  
- API: No (data portal with filters/visualizations/downloads; bulk CSV/Excel available)  
- Update frequency: Varies (quarterly/annual for labor/unemployment indicators)  
- Auth required: None  
- Geographic granularity: State-level (includes Kano explicitly)[[1]](https://nigeria.opendataforafrica.org/iynrgrf/socioeconomic-statistics?indicators=1000780)[[2]](https://www.nigerianstat.gov.ng/)

**Performance Monitoring for Action (PMA) – Nigeria Kano surveys**  
- URL: https://www.pmadata.org/ (Kano-specific indicators and datasets)  
- API: Partial (data request/download; some programmatic access via archives)  
- Update frequency: Periodic survey phases (e.g., Phase 3/4, roughly annual or biennial)  
- Auth required: None (open-source downloads for research)  
- Geographic granularity: Kano State-specific (subnational, alongside Lagos)[[3]](https://www.pmadata.org/countries/nigeria)[[4]](https://www.pmadata.org/)

**Nigeria Data API (states/LGAs/demographics)**  
- URL: https://ngdata.udeh.ng/  
- API: Yes (RESTful API for state/LGA data)  
- Update frequency: Not specified (appears maintained for current figures)  
- Auth required: Free (account creation noted for access)  
- Geographic granularity: State and LGA level (includes Kano population and other metrics)[[5]](https://ngdata.udeh.ng/)

**ACLED (Armed Conflict Location & Event Data Project) – Nigeria**  
- URL: https://acleddata.com/country/nigeria (or main explorer)  
- API: Partial (data explorer/export; full access via free myACLED account; no public REST API highlighted)  
- Update frequency: Frequent (twice weekly updates; real-time collection)  
- Auth required: Free account for full data access  
- Geographic granularity: Subnational (Admin 1 = states like Kano; Admin 2 = LGAs; filterable events/boundaries)[[6]](https://acleddata.com/country/nigeria)[[7]](https://acleddata.com/)

**The DHS Program (Demographic and Health Surveys) – Nigeria Kano State**  
- URL: https://dhsprogram.com/ (state-specific datasets/surveys)  
- API: Yes (DHS API for aggregated indicators)  
- Update frequency: Infrequent (multi-year survey rounds; e.g., upcoming Kano-specific)  
- Auth required: None (public datasets/downloads)  
- Geographic granularity: State-level (explicit Kano State modules/surveys)[[8]](https://dhsprogram.com/)

**Administrative boundaries datasets (for ACLED filtering or mapping Kano)**  
- URL examples: https://data.humdata.org/ (Nigeria subnational boundaries) or https://open.africa/ (Kano State-specific)  
- API: No (shapefiles/GeoJSON downloads)  
- Update frequency: Static or occasional updates (e.g., 2017+ versions)  
- Auth required: None  
- Geographic granularity: Admin 1 (states) / Admin 2 (LGAs) for Kano filtering[[9]](https://data.humdata.org/m/dataset/?q=nigeria&vocab_Topics=administrative+boundaries-divisions)[[10]](https://open.africa/it/dataset/kano-state-administrative-boundaries)

**Notes on gaps**: No public website, API, or machine-readable downloads were identified for the Kano State Bureau of Statistics itself (references exist but point to internal or NBS-linked data). Specific Hausa-language Kano news RSS feeds or APIs were not prominently available in public sources (BBC Hausa or local sites like Legit Hausa may offer RSS, but unconfirmed for structured API access).

**No major shifts from the provided baseline (national youth unemployment 15-24 male at 4.4% in 2025; national instability fuse score 19.9/100) are evident in Lagos-specific data from the last ~60 days (mid-April to mid-June 2026).** Lagos continues to report relatively low overall unemployment compared to national or other state figures, though granular metro/youth (18-35) data remains limited and dated.[[1]](https://www.statista.com/statistics/1119533/unemployment-rate-in-nigeria-by-state/?srsltid=AfmBOooLjdbg2yySEMP_VIk07NcSgyZINSZfMqZTe8mWGJKqH02jD5Io)[[2]](https://mohacafrica.org/unemployment-rate-in-africa/)

**1. Local labor market/unemployment data (Lagos metro-specific):**  
No new Q2 2026 or April–June 2026 youth unemployment statistics specific to Lagos metro (city/provincial level) were identified. A January 2026 Statista reference notes Lagos State had Nigeria’s lowest state-level unemployment rate at 5.5% (data vintage unclear, likely pre-2026). National youth (15-24) figures hover around 5–6.5% in recent periods, with Africa-wide projections showing persistent challenges but no Lagos-specific update that would alter the baseline.[[1]](https://www.statista.com/statistics/1119533/unemployment-rate-in-nigeria-by-state/?srsltid=AfmBOooLjdbg2yySEMP_VIk07NcSgyZINSZfMqZTe8mWGJKqH02jD5Io)[[3]](https://africacheck.org/infofinder/explore-facts/what-youth-unemployment-rate-nigeria)

**2. Political/security/economic events affecting young men (18-35) in Lagos:**  
The most notable development is planned and executed protests on/around June 12, 2026 (Democracy Day), involving youth groups, CSOs, trade unions, and coalitions in Lagos. These focused on economic hardship (rising costs of food, transport, electricity), insecurity, and living conditions, with calls for government action. Groups such as Take-It-Back announced Lagos venues, and demonstrations occurred alongside nationwide actions.[[4]](https://www.facebook.com/100072019954167/posts/nigerian-youth-groups-protest-in-lagos-over-insecurity-economic-hardshipby-wandi/1014157864328203/)[[5]](https://www.instagram.com/p/DZXW22Hqtvn/)[[6]](https://punchng.com/falana-others-set-june-12-for-nationwide-protests-over-insecurity-hardship/)[[7]](https://www.instagram.com/reel/DZfkEOJgP2J/)  

Solidarity protests by the Nigeria Union of Teachers (NUT) also took place in Lagos in early June 2026 over school kidnappings (e.g., Oyo State incident from mid-May), highlighting broader security concerns. No reports of militia activity, mass layoffs in key Lagos industries, or major crackdowns specific to young men in the metro area.[[8]](https://www.facebook.com/dw.africa/videos/teachers-across-nigeria-staged-solidarity-protests-after-the-abduction-of-pupils/2158662304980838/)[[9]](https://www.youtube.com/watch?v=OxdO3OlKRJ8)

These protests reflect ongoing economic pressures on youth but do not yet indicate escalation that would significantly elevate the instability picture.

**3. NGO/think-tank reports on Lagos youth (2025 publications):**  
No new, Lagos-specific NGO or think-tank reports published in 2025 (or early 2026) with concrete Lagos metro youth data or instability assessments were prominently surfaced. Broader 2026 reports (e.g., BTI 2026 Nigeria Country Report, Africa Youth Employment Outlook 2026, NESG/NISER materials) discuss national economic challenges, urban employment shifts in Nigeria, insecurity, and youth issues but lack granular Lagos updates.[[10]](https://bti-project.org/en/reports/country-report/NGA)[[11]](https://mastercardfdn.org/en/our-research/africa-youth-employment-outlook-2026/)[[12]](https://25336566.fs1.hubspotusercontent-eu1.net/hubfs/25336566/Africa%20Jobs%20Clock/Africa%20Youth%20Employment%20Outlook%202026_version%20090226.docx.pdf)

**4. Internet/mobile infrastructure changes in Lagos:**  
A pilot telecom infrastructure “cleanup” exercise began May 12, 2026, in parts of Lagos (e.g., Emina Crescent/Toyin Street area), coordinated by LASIMRA and supported by NCC/ATCON, targeting cable management by operators. No widespread shutdowns, blackouts, or major new rollouts/outages specific to Lagos in the period. National fibre vandalism and cuts continue to cause service disruptions (including Lagos-Kano routes), but these are ongoing rather than acute new events.[[13]](https://www.instagram.com/p/DYHSJ68DVht/)[[14]](https://guardian.ng/technology/telcos-explain-service-disruptions-as-nigerians-consume-4m-terabytes-of-data/)

**Summary flag:** The June 12 protests represent the clearest recent youth-linked activity tied to economic insecurity in Lagos. Monitor for escalation, as sustained or larger actions could incrementally raise local instability risks, though no data yet supports a material deviation from baseline indicators. All other areas show continuity with limited new granular information.

**Here are relevant Lagos-specific (city/provincial or sub-national) data sources** identified through searches, focusing on public or accessible options beyond the country-level sources already in use. Details are based on official sites, portals, and documentation (as of mid-2026). Many are download-focused rather than real-time APIs.[[1]](https://eko360.ng/)[[1]](https://eko360.ng/)

- **Lagos Bureau of Statistics Open Data Portal (EKO360)**: https://eko360.ng/ — Machine-readable downloads (datasets in health, education, economic affairs); no public API mentioned (portal-focused with search/download); updates via ongoing state data collection (real-time app mentioned in project docs, but portal datasets vary); auth none (public); granularity Lagos State / sectoral (possibly LGA-level in some sets).[[2]](https://lagosmepb.org/lagos-launches-open-data-agenda-eko-360/)

- **Lagos State Ministry of Economic Planning & Budget / Bureau of Statistics reports**: https://lagosmepb.org/lagos-bureau-of-statistics/ — Reports (e.g., Consumer Price Index, Price Bulletin, reproductive health stats); PDF/Excel downloads; no API; periodic (e.g., quarterly or annual reports); auth none; granularity Lagos State-specific.[[3]](https://lagosmepb.org/lagos-bureau-of-statistics/)

- **National Bureau of Statistics (NBS) Labour Force Survey (NLFS) microdata**: https://microdata.nigerianstat.gov.ng/ (catalog entries for quarterly rounds) — State-disaggregated labor/unemployment data (including Lagos); microdata downloads (public use files); no dedicated public API (bulk/microdata access); quarterly; auth/registration may be required for full microdata; granularity State (Lagos) + zones/sectors.[[4]](https://microdata.nigerianstat.gov.ng/index.php/catalog/152)[[5]](https://microdata.nigerianstat.gov.ng/index.php/catalog/?tab_type=survey&page=5)

- **Lagos State Employment Trust Fund (LSETF) analyses/reports**: https://lsetf.ng/ (and linked PDFs, e.g., 2023 Labour Force Survey analysis for Lagos) — Youth/unemployment/poverty tracking for Lagos using NBS data; PDF/Excel reports; no API; annual or ad-hoc (based on NBS releases); auth none; granularity Lagos State (youth-specific breakdowns).[[6]](https://lsetf.ng/sites/default/files/Analysis%20of%20the%202023%20Annual%20Labour%20Force%20Survey%20Report%20Lagos%20State%20in%20Perspective_0.pdf)

- **ACLED (with Nigeria admin boundaries)**: https://acleddata.com/ (data platform) + https://data.humdata.org/dataset/cod-ab-nga (COD-AB boundaries) — Sub-national event data filterable by admin1 (Lagos State) or admin2 (LGAs within Lagos metro); full API/platform access + shapefiles/GeoJSON; twice-weekly updates; free account (myACLED); granularity Admin1 (State) / Admin2 (LGA) for precise Lagos filtering.[[7]](https://acleddata.com/methodology/acled-codebook)[[8]](https://data.humdata.org/dataset/cod-ab-nga)

- **Nigeria News sources / RSS (Lagos-focused outlets)**: Examples include Channels Television, Saharareporters, Business Day (Lagos-based); RSS feeds available via aggregators (e.g., feedspot.com lists) or direct; NewsAPI.org or similar for Nigeria (country filter, Lagos-relevant keywords); API yes (NewsAPI etc.); near real-time/daily; auth free tier or key (often none for RSS); granularity National with Lagos/urban coverage (English + some local).[[9]](https://rss.feedspot.com/nigeria_news_rss_feeds/)[[10]](https://newsapi.org/s/nigeria-news-api)

- **Nigeria Data API (state/LGA level)**: https://ngdata.udeh.ng/ — Demographics, economy, IGR etc. for states including Lagos; API yes; updates not specified (likely periodic); auth none mentioned; granularity State + LGA.[[11]](https://ngdata.udeh.ng/)

- **Open Nigeria States (Lagos datasets)**: https://openstates.ng/lagos/data — Budget/implementation reports and other state data; downloads; no API apparent; periodic (budget cycles); auth none; granularity Lagos State.[[12]](https://openstates.ng/lagos/data)

These emphasize public downloads or filterable platforms over inference-based or modeled data. Verify current access/API status directly, as portals can evolve. EKO360 and NBS microdata are among the strongest for structured Lagos-specific stats.

**No new Delhi NCR metro-specific youth unemployment data (15-24 or 18-35) was identified in the last 60 days (post ~April 14, 2026).** Recent Periodic Labour Force Survey (PLFS) references remain national-level, with India’s youth (15-29) unemployment around 14.7-15.2% in early-mid 2026 (e.g., rising to 15.2% in March 2026 per some analyses, with male youth ~14.3% and female higher at ~17.7%). Older PLFS data (2024) had shown Delhi with relatively low urban youth unemployment (e.g., 3.1% in one quarter), but no updated city/provincial figures for 2026.[[1]](https://indiamacroindicators.co.in/resources/blogs/india-unemployment-rate-in-2026)[[2]](https://m.economictimes.com/news/economy/indicators/kerala-tops-youth-unemployment-rate-delhi-registers-lowest-plfs-survey/articleshow/110382827.cms)

**Major relevant development: Widespread worker protests and police crackdown in Noida and NCR industrial areas (April 10-14, 2026, with follow-on actions).** Thousands of factory/garment workers (many in manufacturing hubs like Noida’s Phase 2/SEZ and other NCR sites) struck and protested starting ~April 10 over stagnant wages (largely unchanged for a decade), rising living costs/inflation (linked to the US-Israel-Iran conflict impacting fuel/supply), demands for 8-hour days, overtime pay, and weekly offs. Protests turned violent on April 13-14, with arson (vehicles torched, including police bikes), stone-pelting, and police response involving lathicharges, tear gas, and repression. The action spread across NCR manufacturing zones; over 1,000 workers reportedly went missing in one account; left parties held a solidarity rally in New Delhi on April 24. These events directly involve young male workers (18-35 demographic) in Delhi NCR’s key industries and represent a significant local escalation in labor unrest and state response.[[3]](https://www.instagram.com/p/DXEJzmFjW5T/?hl=en)[[4]](https://www.wsws.org/en/articles/2026/04/20/mxkr-a20.html)[[5]](https://frontline.thehindu.com/economy/ncr-worker-protests/article70896588.ece)[[6]](https://www.aljazeera.com/news/2026/4/13/tear-gas-fired-at-indian-workers-demanding-higher-wage-as-living-costs-rise)

**No new NGO or think-tank reports specifically on Delhi NCR youth situation published in 2025 were found in results.** The Economic Survey of Delhi 2025-26 (released ~March 2026) covers broader economic indicators but does not appear focused on youth instability metrics.[[7]](https://delhiplanning.delhi.gov.in/sites/default/files/2026-03/economic_survey_english_0.pdf)

**Internet/mobile infrastructure changes:** 
- Temporary Airtel network disruptions (mobile internet, calls, signal) affected Delhi-NCR and other cities starting ~June 4-5, 2026 (possible storm-related; widespread complaints, ~64% mobile internet impact in reports).[[8]](https://www.tribuneindia.com/news/business/airtel-network-disruptions-affect-thousands-across-india/)[[9]](https://www.indiatvnews.com/technology/news/airtel-down-users-report-calling-and-internet-issues-across-delhi-ncr-after-dust-storm-2026-06-04-1043659)
- Internet shutdown imposed in Faridabad (NCR/Haryana) on May 30, 2026, amid a demolition drive.[[10]](https://internetshutdowns.in/)

**Flagged shift from baseline:** The April 2026 Noida/NCR worker protests and crackdown represent a notable local development in youth-relevant labor instability (young male workers in industrial sectors, mass mobilization, and security response), which could elevate the picture beyond the national baseline (15.5% youth male unemployment; 21.9/100 instability fuse). No other factors (e.g., major layoffs, militia activity, or youth-specific policy shocks) were identified. No Delhi NCR-specific unemployment updates to compare directly against the national baseline.

**Here is a compiled bullet list of relevant Delhi NCR-specific (city/provincial or sub-national) data sources**, drawn from official Indian government portals, statistical offices, news outlets, and urban-focused organizations. Focus is on non-inference, accessible/public sources with details on API availability, update frequency, access requirements, and geographic granularity (primarily Delhi NCT/UT or NCR districts where specified). Sources already noted as country-level (e.g., core World Bank, ACLED national) are excluded or noted only for sub-national extensions.[[1]](https://data.gov.in/)[[1]](https://data.gov.in/)

- **Open Government Data (OGD) Platform India (data.gov.in)**: https://data.gov.in/; API: yes (236,000+ APIs/webservices available, plus downloads); update frequency: varies by dataset (many updated regularly or on release); auth required: none/free (registration optional for some); geographic granularity: national to state/UT/city/urban local body (includes Delhi government datasets on budgets, demographics, births, etc.).[[1]](https://data.gov.in/)[[1]](https://data.gov.in/)

- **NDAP (National Data and Analytics Platform, NITI Aayog)**: https://ndap.niti.gov.in/; API: partial (search/merge/visualize/download tools; some APIs via linked services); update frequency: varies (government datasets refreshed periodically); auth required: none/free; geographic granularity: national to state/UT/sub-national (Delhi-focused filters available).[[2]](https://ndap.niti.gov.in/)

- **MoSPI/NSO Periodic Labour Force Survey (PLFS)**: https://www.mospi.gov.in/ (publications/reports and microdata sections); API: no (PDF bulletins + unit-level microdata access via catalog/requests); update frequency: monthly (urban CWS indicators), quarterly, and annual; auth required: none/free for reports (microdata may require registration/request); geographic granularity: national + state/UT level (Delhi as UT explicitly covered); city-level reports proposed/forthcoming for million-plus cities including Delhi NCR.[[3]](https://www.mospi.gov.in/publications-reports)[[4]](https://www.pib.gov.in/PressReleasePage.aspx?PRID=2255282)

- **Government of Delhi datasets (via data.opencity.in or data.gov.in)**: https://data.opencity.in/dataset/?organization=government-of-delhi or data.gov.in; API: partial (some via data.gov.in APIs); update frequency: annual or as released (e.g., statistical handbooks, budgets, births); auth required: none/free; geographic granularity: Delhi-specific (districts, municipal corporations, NCR-relevant).[[5]](https://data.opencity.in/dataset/?organization=government-of-delhi)[[5]](https://data.opencity.in/dataset/?organization=government-of-delhi)

- **Times of India Delhi/NCR RSS feeds**: http://timesofindia.indiatimes.com/rssfeeds/-2128839596.cms (Delhi-specific); API: no (RSS feeds); update frequency: real-time/ongoing; auth required: none/free; geographic granularity: Delhi NCR (with additional city feeds like Noida/Gurgaon).[[6]](https://timesofindia.indiatimes.com/rss.cms)

- **ACLED sub-national admin fields (with India boundaries)**: ACLED platform (acleddata.com) + geoBoundaries/HDX India admin layers (https://data.humdata.org/dataset/geoboundaries-admin-boundaries-for-india); API: yes (ACLED API for events; boundaries downloadable GeoJSON); update frequency: ACLED near real-time (events), boundaries static/updated periodically; auth required: ACLED API free with registration; geographic granularity: admin1 (e.g., Delhi), admin2/districts for filtering NCR events.[[7]](https://data.humdata.org/dataset/geoboundaries-admin-boundaries-for-india)[[8]](https://acleddata.com/methodology/acled-codebook)

- **NIUA (National Institute of Urban Affairs) urban data/resources**: https://niua.in/; API: no (reports, dashboards, knowledge products); update frequency: project/periodic (urban indicators, climate, governance); auth required: none/free; geographic granularity: Indian cities including Delhi NCR focus (urban poverty, planning, youth-relevant metrics).[[9]](https://niua.in/)

- **CMIE (Centre for Monitoring Indian Economy) unemployment data**: https://www.cmie.com/ (Consumer Pyramids Household Survey); API: no (proprietary reports/databases); update frequency: monthly; auth required: paid/subscription (some public summaries); geographic granularity: national + state/UT level (Delhi coverage in unemployment rates).[[10]](https://www.cmie.com/kommon/bin/sr.php?kall=wproducts&tabno=7010&prd=ue&portal_code=030020050010000000000000000000000000000000000)

Additional notes: Many datasets are machine-readable via CSV/Excel downloads even without full APIs. Delhi-specific city-level labor data is emerging via PLFS expansions. Local news RSS (e.g., Hindi sources like Amar Ujala or Jagran via aggregators) can supplement for real-time instability signals. Verify latest access/terms directly, as platforms evolve.

**No major Lucknow/UP metro-specific labor market or unemployment data updates in the last 60 days (roughly mid-April to mid-June 2026).** State-level figures for Uttar Pradesh continue to show relatively low overall unemployment compared to national averages (e.g., ~2.4% in 2023-24 PLFS data referenced in early 2026 reporting, with improvements in labor force participation).[[1]](https://timesofindia.indiatimes.com/up-in-transition-new-data-highlights-job-growth-and-womens-participation/articleshow/127996330.cms)[[2]](https://en.wikipedia.org/wiki/Economy_of_Uttar_Pradesh) One 2025 data point placed UP youth unemployment (ages 15–29) at 7.7%, notably below some other states like Kerala (~18.2%).[[3]](https://www.linkedin.com/posts/indmoney_jobs-unemployment-india-activity-7462389091209412608-TVId)[[4]](https://www.instagram.com/reel/DYpFsEGjxK_/) Lucknow district is categorized as a “Champion” area in state development frameworks, with focus on skills and employment programs.[[1]](https://timesofindia.indiatimes.com/up-in-transition-new-data-highlights-job-growth-and-womens-participation/articleshow/127996330.cms) No city- or metro-specific recent statistics (e.g., for Lucknow proper) were identified that deviate significantly from the national baseline of 15.5% youth (15-24 male) unemployment in 2025.

National youth unemployment (15–29) reached 15.2% in March 2026 per PLFS/MoSPI-linked reporting, with educated/graduate unemployment remaining structurally high.[[5]](https://indiamacroindicators.co.in/resources/blogs/india-unemployment-rate-in-2026)[[6]](https://www.dhyeyaias.com/current-affairs/daily-pre-pare/view/state-of-working-india-2026-unemployment-report) The Azim Premji University *State of Working India 2026* report (published ~March 2026) highlights persistent challenges for young graduates nationally (e.g., low rates of permanent salaried or white-collar jobs shortly after graduation) and notes Uttar Pradesh (along with Bihar) as a net sender of young migrant workers.[[6]](https://www.dhyeyaias.com/current-affairs/daily-pre-pare/view/state-of-working-india-2026-unemployment-report)[[7]](https://azimpremjiuniversity.edu.in/media/resources/SWI/SWI-2026/Executive-Summary_SWI2026-16-March.pdf) No Lucknow-specific NGO or think-tank reports from 2025 were prominently surfaced in recent searches.

**Recent events involving youth (18-35, especially young men/job aspirants) in Lucknow:**

- On **June 12, 2026**, hundreds to thousands of students and government job aspirants protested at Eco Garden in Lucknow over alleged exam irregularities, paper leaks (including NEET 2026 issues), recruitment delays, and lack of transparency in competitive exams. Demonstrators demanded the resignation of Union Education Minister Dharmendra Pradhan. The event was supported by the newly formed Cockroach Janta Party (CJP, founded May 2026), with its founder Abhijeet Dipke participating. It formed part of a short nationwide campaign (prior stops in Delhi and Pune). Reports describe it as largely peaceful, with heavy police presence but no major violence noted.[[8]](https://www.newindianexpress.com/states/uttar-pradesh/2026/Jun/12/lucknow-protest-over-exam-irregularities-draws-students-aspirants-cjp-chief-reiterate-pradhans-resignation)[[9]](https://www.instagram.com/reel/DZehoxpvgbb/)[[10]](https://www.indiatoday.in/amp/india/story/up-paper-leaks-protest-lucknow-eco-garden-students-reject-political-parties-2925923-2026-06-12)[[11]](https://www.thehindu.com/news/national/uttar-pradesh/supported-by-cjp-lucknow-students-protest-lack-of-transparency-irregularities-in-recruitment-drives/article71094548.ece/amp/) This directly engages youth economic grievances (jobs/exams) in Lucknow and could signal localized frustration, though scale and impact appear contained relative to the baseline instability fuse score.

- Around the same period (early/mid-June 2026 reporting), Shia Muslim community protests occurred in Lucknow’s Old City area over the reported killing of Iran’s Supreme Leader Ayatollah Ali Khamenei in US-Israel strikes. These involved marches, rallies, and anti-US/Israel slogans (e.g., at sites like Chhota Imambara). These were community/religious in nature rather than broad youth or economic protests.[[12]](https://www.instagram.com/reel/DVWB2lVEb24/)[[13]](https://www.instagram.com/p/DVVr4SUDcdJ/)[[14]](https://www.youtube.com/watch?v=-Q-Urla8xGc)

No reports of militia activity, mass layoffs in local industries, or security crackdowns specifically targeting young men in Lucknow/UP metro in the period. Broader mentions of Indian factory closures (e.g., aluminum sector in Gujarat linked to external shocks) do not reference Lucknow or UP.[[15]](https://www.reuters.com/world/asia-pacific/falling-us-wealth-indian-factory-closures-oil-shock-raises-global-recession-risk-2026-04-07/)

**Internet/mobile infrastructure:** No reported shutdowns, targeted outages, or major rollouts specific to Lucknow in the last 60 days. Uttar Pradesh has a historical record of shutdowns (37 tracked in one database), but recent activity has been concentrated elsewhere (e.g., Haryana, Rajasthan, Manipur).[[16]](https://internetshutdowns.in/)

**Overall assessment:** Nothing identified indicates a significant shift in the local instability picture for Lucknow metro from the provided national baseline. The June 12 youth protest over education/job access is the most directly relevant development, highlighting ongoing aspirant frustrations, but it remains a contained, issue-specific mobilization rather than broader unrest. UP state-level data generally shows stronger employment trends than the national youth average. Continued monitoring of exam-related or economic grievances among young job-seekers would be warranted. All details drawn from publicly available web sources as of the search date.

**Bullet list of Lucknow (Uttar Pradesh)-specific or sub-national data sources** (focusing on non-inference, accessible/public options relevant to youth instability metrics like employment, events, demographics, or urban conditions):

- **Uttar Pradesh Open Government Data (OGD) Portal (up.data.gov.in)**: State-level open data portal with datasets from UP government departments (socio-economic, administrative, possibly labor/urban stats). URL: https://up.data.gov.in/. API: Yes (OGD platform APIs, with examples listed). Update frequency: Varies by dataset (often annual or as released). Auth: Free registration for API key (none for downloads). Granularity: State (Uttar Pradesh), some district/city-level.

- **Open Government Data (OGD) Platform India (data.gov.in) - Uttar Pradesh datasets**: National portal aggregating central and state data, including UP-specific catalogs on employment, demographics, and urban indicators. URL: https://data.gov.in/. API: Yes (236k+ APIs; Python wrappers available). Update frequency: Varies (frequent releases). Auth: Free API key (registration required). Granularity: National to state/district (filterable for Uttar Pradesh/Lucknow).

- **API Setu (apisetu.gov.in)**: Unified government API platform for real-time/state data integration, including potential UP/Lucknow municipal or labor feeds. URL: https://www.apisetu.gov.in/. API: Yes (core purpose). Update frequency: Real-time or periodic per API. Auth: Free/paid tiers depending on access. Granularity: Varies by API (state/district/city possible).

- **Ministry of Statistics and Programme Implementation (MoSPI) / NSSO Periodic Labour Force Survey (PLFS)**: National labor force data with state-level (Uttar Pradesh) disaggregation on employment/unemployment (rural/urban). URL: https://mospi.gov.in/ (reports/microdata). API: No (reports/downloads; some microdata catalogs). Update frequency: Annual (plus quarterly bulletins). Auth: None/free downloads. Granularity: National/state (UP-specific reports; limited city-level).

- **IndiaStat Uttar Pradesh (indiastatuttarpradesh.com)**: Compiled socio-economic statistics for Uttar Pradesh, including labor, unemployment, and demographic indicators. URL: http://www.indiastatuttarpradesh.com/. API: No (web access/downloads). Update frequency: Periodic updates. Auth: Subscription/paid. Granularity: State (Uttar Pradesh), some district-level.

- **Times of India Lucknow RSS Feed**: English local news covering Lucknow events, protests, economy, and youth issues. URL: http://timesofindia.indiatimes.com/rssfeeds/-2128819658.cms. API/RSS: Yes (RSS feed). Update frequency: Real-time/daily. Auth: None. Granularity: City (Lucknow-specific).

- **Amar Ujala Lucknow RSS Feed**: Hindi local-language news for Uttar Pradesh/Lucknow (events, social issues). URL: https://www.amarujala.com/rss/lucknow.xml. API/RSS: Yes (RSS). Update frequency: Real-time/daily. Auth: None. Granularity: City (Lucknow) and state.

- **ACLED (Armed Conflict Location & Event Data Project) - India**: Conflict/protest event data with sub-national admin codes (admin1 = Uttar Pradesh; admin2 likely includes Lucknow district). URL: https://acleddata.com/country/india (free account for full access). API: Partial (data exports; codebook details filters). Update frequency: Real-time/ongoing. Auth: Free account (myACLED). Granularity: Country to admin1/admin2 (filterable to Uttar Pradesh/Lucknow district via codes or boundaries).[[1]](https://acleddata.com/methodology/acled-codebook)

- **Alexis Foundation**: Lucknow-based youth-led think tank with research/advocacy on youth issues, employment, and policy (potential reports/data). URL: https://www.alexis.org.in/. API: No. Update frequency: Project-based. Auth: None (public resources). Granularity: City/state (Lucknow/UP focus).

**Notes**: Few purely municipal (Lucknow Nagar Nigam) public APIs or machine-readable youth-specific datasets were identified beyond broader state portals. Labor data is primarily state-level via PLFS/NSSO rather than city-disaggregated. News RSS feeds provide high-frequency local signals. ACLED admin fields enable precise filtering. Verify current API status and granularity on portals, as availability can change. Indiastat and some OGD items may involve costs or registration.

**No major shifts from the baseline (national youth unemployment 9.8% for males 15-24 in 2025; national instability fuse score 24.1/100) based on Kinshasa-specific developments in the last ~60 days (mid-April to mid-June 2026).** Local data remains scarce, with most figures still national or older urban estimates (e.g., youth unemployment in Kinshasa historically cited as much higher than national averages, approaching 70% in some reports). Positive job-creation initiatives exist alongside political tensions.[[1]](https://www.worldbank.org/en/news/press-release/2026/04/28/world-bank-approves-250-million-to-transform-kinshasa-s-waste-management-and-create-jobs)[[2]](https://www.state.gov/reports/2025-investment-climate-statements/democratic-republic-of-the-congo)

**1. Local labor market/unemployment data for Kinshasa metro:** No new provincial or city-specific unemployment or labor market statistics were identified for Kinshasa in 2026. Reports continue to highlight high underemployment (>50% nationally per older Ministry of Labour figures), dominance of the informal sector (~80-88%), and elevated urban youth challenges, but without fresh Kinshasa breakdowns. A World Bank project (detailed below) underscores that "youth unemployment remains critically high" in Kinshasa, driving job-focused interventions.[[1]](https://www.worldbank.org/en/news/press-release/2026/04/28/world-bank-approves-250-million-to-transform-kinshasa-s-waste-management-and-create-jobs)[[3]](https://www.ilo.org/sites/default/files/wcmsp5/groups/public/@ed_emp/@ifp_skills/documents/genericdocument/wcms_742204.pdf)

**2. Political, security, or economic events in Kinshasa affecting young men (18-35):** 
- Political protests and strikes occurred in early June 2026. US Embassy alerts noted opposition-called "ville morte" (general strike) on June 3 against proposed constitutional changes, a follow-up demonstration on June 5 (starting from areas like 1st Rue Limete), and another planned for June 12 at Palais du Peuple by the Coalition Article 64 platform. Demonstrations can escalate quickly, with risks of road blockages and violence. These involve youth demographics but no reports of militia activity, mass layoffs, or major economic shocks specific to Kinshasa industries in the period. Eastern DRC conflicts (e.g., M23) show no direct spillover to the capital.[[4]](https://cd.usembassy.gov/demonstration-alert-u-s-embassy-kinshasa-democratic-republic-of-the-congo-june-1-2026/)[[5]](https://cd.usembassy.gov/demonstration-alert-u-s-embassy-kinshasa-democratic-republic-of-the-congo-june-11-2026/)
- Positive development: On April 28, 2026, the World Bank approved $250 million for the Kinshasa Urban Transformation and Jobs Program ("Kin la Belle"). It targets solid waste management improvements and inclusive employment via labor-intensive public works and support for micro/small enterprises in the waste value chain, explicitly prioritizing women and youth. This represents a concrete (if phased) effort to address job scarcity in the metro area.[[1]](https://www.worldbank.org/en/news/press-release/2026/04/28/world-bank-approves-250-million-to-transform-kinshasa-s-waste-management-and-create-jobs)

**3. NGO or think-tank reports on Kinshasa youth (2025):** No new 2025/2026 NGO or think-tank reports focused specifically on Kinshasa youth were identified in recent searches. Broader DRC references (e.g., UN vocational training initiatives or older ILO analyses) note persistent challenges but predate the 60-day window or lack Kinshasa granularity.[[6]](https://www.ecofinagency.com/news-services/1108-48021-un-initiative-targets-youth-unemployment-in-dr-congo-through-vocational-training)

**4. Internet/mobile infrastructure changes in Kinshasa:** A critical-level internet outage was detected in Kinshasa on or around April 24, 2026 (per IODA monitoring). No widespread shutdowns, major rollouts, or sustained disruptions tied to protests were reported in the period. Longer-term positive notes include earlier (2025) plans for a Tier 3 data center in Kinshasa as part of a broader digital strategy, but these are not recent developments.[[7]](https://voidly.ai/incident/CD-2026-0050)

**Overall assessment:** The June protests introduce short-term political volatility that could involve or affect urban youth, warranting monitoring for escalation. The World Bank project offers a modest counterbalancing positive signal for job creation. No evidence of significant deterioration or improvement in core instability drivers (e.g., no updated local unemployment figures or infrastructure crises). National baselines remain the primary reference point due to data gaps at the metro level. Sources are primarily from World Bank, US Embassy, and monitoring reports as linked in citations.

**Here are Kinshasa-specific (city/provincial-level) non-inference data sources identified via web searches (as of mid-2026).** They focus on the requested categories, emphasizing public accessibility, machine-readable formats where available, and precise metadata. Many DRC sources are limited due to data infrastructure challenges (last census 1984; heavy reliance on projections/surveys). INS (national stats office) is the primary domestic source but offers limited public APIs or granular downloads. HDX/OCHA is the strongest hub for sub-national structured data.[[1]](https://data.humdata.org/group/cod)[[2]](https://insrdc.cd/)

- **Institut National de la Statistique (INS) RDC / ins-rdc.org or insrdc.cd** — National stats office with provincial profiles, annuaire statistique (PDFs with tables), and mentions of upcoming provincial data spaces/catalogue. URL: https://ins-rdc.org or https://insrdc.cd/. API: no (portal under improvement; no public API noted). Update frequency: annual (e.g., Annuaire 2020). Auth required: none (public downloads). Geographic granularity: national + provincial (Kinshasa as city-province); some sub-provincial in surveys like employment enquiries.[[3]](https://ins-rdc.org/accueil/organisation/)[[2]](https://insrdc.cd/)

- **HDX DRC Subnational Population Statistics (OCHA/DRC IM Working Group)** — Sex/age-disaggregated population by admin levels and zones de santé (health zones, useful for urban Kinshasa tracking). URL: https://data.humdata.org/dataset/cod-ps-cod or https://data.humdata.org/dataset/rdc-statistiques-des-populations. API: partial (HDX Humanitarian API for indicators). Update frequency: irregular (projections based on INS data). Auth required: none (free downloads). Geographic granularity: admin 0–2 + health zones (covers Kinshasa metro).[[4]](https://data.humdata.org/dataset/cod-ps-cod)[[5]](https://data.humdata.org/dataset/rdc-statistiques-des-populations)

- **HDX DRC Subnational Administrative Boundaries (OCHA)** — Shapefiles/GeoJSON for filtering events or linking data to Kinshasa and its communes. URL: https://data.humdata.org/dataset/cod-ab-cod. API: no (direct downloads; usable with ACLED). Update frequency: periodic (latest versions noted 2026). Auth required: none. Geographic granularity: admin 0–3 (Kinshasa city-province and communes).[[6]](https://data.humdata.org/dataset/cod-ab-cod)

- **World Bank Kinshasa Communes Municipalities Shapefile** — Boundary file for Kinshasa’s 24 communes (useful for sub-city analysis). URL: https://datacatalog.worldbank.org/search/dataset/0039581/kinshasa-communes-municipalities (direct zip download). API: no. Update frequency: one-time (2017 vintage). Auth required: none. Geographic granularity: city communes (Kinshasa metro).[[7]](https://datacatalog.worldbank.org/search/dataset/0039581/kinshasa-communes-municipalities)

- **ACLED (with DRC admin boundaries)** — Event data filterable by sub-national admin units; pair with HDX COD-AB boundaries for Kinshasa-specific extraction. URL: https://acleddata.com/ (data access). API: yes (ACLED API; free tier available, full/commercial often paid). Update frequency: twice weekly or real-time. Auth required: free registration tier or paid. Geographic granularity: admin levels (filter to Kinshasa province/communes via boundaries).[[8]](https://acleddata.com/)

- **HDX/related subnational labour or survey data (via INS)** — Employment/informal sector surveys (e.g., Enquête sur l’Emploi) with provincial variables; limited public machine-readable files. URL: Search via https://data.humdata.org/group/cod or INS site. API: no. Update frequency: sporadic (survey-based). Auth required: none (where available). Geographic granularity: provincial (includes Kinshasa).[[9]](https://datacatalog.ihsn.org/catalog/9258/variable/F2/V49?name=province)

**Notes on gaps**: No dedicated municipal Kinshasa stats bureau with public API/downloads was identified (Kinshasa functions as a city-province under national INS oversight). Sub-national labour/unemployment data is scarce beyond national ILO/World Bank aggregates or occasional INS provincial tables. Local French/Lingala news RSS feeds exist (e.g., via general DRC aggregators like Feedspot or outlets such as Radio Okapi/Capsud.net) but lack dedicated Kinshasa APIs or reliable structured feeds in searches. Specific ongoing think-tank/NGO youth/crisis trackers for Kinshasa (e.g., urban poverty) are limited to ad-hoc reports (Guttmacher, Flowminder mobility) rather than sustained public datasets.[[10]](https://rss.feedspot.com/democratic_republic_of_the_congo_news_rss_feeds/)

These complement your existing country-level sources (e.g., ACLED national + HDX sub-national for better granularity). Verify current access/status directly, as DRC data portals evolve slowly.

**No significant new local labor market or unemployment data specific to Khartoum metro (city/provincial level) was identified for 2025–2026.** National figures remain the baseline reference: youth unemployment (15-24) around 12% in 2022 (rising to ~18% in 2023 per modeled estimates), with older urban youth unemployment noted at 40% in some pre-war analyses.[[1]](https://www.statista.com/statistics/813046/youth-unemployment-rate-in-sudan/?srsltid=AfmBOoprN83tNuQSowzXNIuwJHcfBuG80GZcL-pKwL8tj9aGngfwSv6z)[[2]](https://www.macrotrends.net/global-metrics/countries/sdn/sudan/youth-unemployment-rate)

A 2025 study on Eastern Sudan (not Khartoum) reported sharp post-2023 war youth unemployment spikes (to 75.32% from a pre-war ~24.66% in sampled data), driven by job losses, informal shifts, and barriers like insecurity/education gaps, but this does not apply directly to Khartoum metro.[[3]](https://ideas.repec.org/p/pra/mprapa/127418.html)

**Recent political/security events (last ~60 days, ~mid-April to mid-June 2026) center on RSF drone activity disrupting relative calm in greater Khartoum (including Omdurman).** Key incidents include:

- Early May 2026 RSF drone strikes: One on ~May 2–3 killed five civilians in a vehicle on the Jammouiya Triangle road in southern Omdurman (greater Khartoum metro); reported as the second such attack that week. Emergency Lawyers (Sudanese rights group) attributed it to the RSF and cited breaches of international humanitarian law.[[4]](https://www.aljazeera.com/news/2026/5/2/khartoum-drone-strike-kills-five-sudan-ngo-reports)[[5]](https://sudantribune.com/article/313428)
- May 4–5, 2026: Multiple RSF drone strikes hit Khartoum International Airport and military sites, ending months of relative calm; SAF blamed RSF (with accusations of external support from Ethiopia/UAE). Witnesses and reports noted impacts on the airport (which had seen its first international flight in three years shortly prior).[[6]](https://www.reuters.com/world/africa/drones-shatter-months-relative-calm-khartoum-hit-airport-2026-05-04/)
- June 9, 2026: SAF anti-aircraft defenses intercepted/engaged RSF drones over Khartoum state, with explosions reported.[[7]](https://sudantribune.com/article/314872)

These incidents involve militia (RSF) activity directly in/near Khartoum metro, posing risks to civilians (including young men aged 18–35) via strikes, potential displacement, or broader insecurity. They follow SAF recapture of Khartoum (March 2025) and government return (by January 2026), with Khartoum previously the war's epicenter (over 5,600 attacks recorded through early 2026).[[8]](https://interactive.aljazeera.com/aje/2026/sudan-under-fire/) No reports of large-scale protests, crackdowns, or mass layoffs in Khartoum industries during this window. A teachers' strike affected ~100 schools in Khartoum state localities (Jabal Awliya, East Nile, Greater Omdurman) in early April 2026, but this is not framed as youth-specific economic shock.[[9]](https://sudantribune.com/article/314517)

**No NGO or think-tank reports specifically on Khartoum's youth situation published in 2025 were identified in targeted searches.** Broader Sudan conflict reporting (e.g., displacement of millions from Khartoum, infrastructure damage) exists but lacks fresh 2025 youth-focused Khartoum metro analysis.[[10]](https://www.instagram.com/reel/DT5gU0Ej8Kd/?hl=en)

**No changes to internet/mobile infrastructure (shutdowns, rollouts, or major outages) reported in Khartoum for the last 60 days.** Prior disruptions (e.g., 2025 localized issues or earlier war-related blackouts tied to RSF/SAF control of data centers) are outside the window.[[11]](https://freedomhouse.org/country/sudan/freedom-net/2025)

**Flagged shift:** The May–June 2026 RSF drone strikes on Khartoum metro represent heightened security/militia risks in a recently stabilized area, which could elevate local instability for young men (via direct threats, economic disruption, or recruitment pressures) beyond the national baseline fuse score of 29.5/100. This warrants monitoring for impacts on youth unemployment, displacement, or unrest, though no direct quantitative links (e.g., new youth job loss figures) emerged. No other developments appear to materially alter the baseline picture in the scoped period.

**Central Bureau of Statistics (CBS), Sudan (national office in Khartoum)**: http://www.cbs.gov.sd/ (site often inaccessible or outdated post-2023 conflict). No public API. Machine-readable downloads or reports (e.g., older NBHS surveys) available sporadically via site or partners like World Bank microdata catalog; sub-national (state/locality) granularity in select surveys (e.g., 2009/2014 data including Khartoum). Update frequency: irregular/none recent (monthly reports halted ~Feb 2023). Auth: none for public downloads (when available). Geographic granularity: national + some state-level (Khartoum State).[[1]](https://ghdx.healthdata.org/organizations/central-bureau-statistics-sudan)[[2]](https://www.tandfonline.com/doi/full/10.1080/10242694.2023.2290474)

**Sudan Labor Market Panel Survey (SLMPS) 2022 (ERF + CBS collaboration)**: https://www.erfdataportal.com/index.php/catalog/265. No dedicated API. Downloadable microdata/reports (registration often required). Includes state-level labor/unemployment/participation data for Khartoum. Update frequency: one-time wave (2022; planned longitudinal). Auth: free with registration for microdata. Geographic granularity: national + state (Khartoum disaggregated).[[3]](https://www.erfdataportal.com/index.php/catalog/265)

**SudaneseOnline.com (diaspora-focused Sudanese news, covers Khartoum events)**: https://sudaneseonline.com/. RSS feeds available (historical mentions; check current site). No dedicated news API. Update frequency: ongoing (news/articles). Auth: none. Geographic granularity: Sudan-wide with Khartoum focus.[[4]](https://rss.feedspot.com/arabic_news_rss_feeds/)

**SudanAkhbar.com (Sudanese news aggregator, city/region sections)**: https://www.sudanakhbar.com/. RSS possible via standard site tools or third-party; no dedicated API. Update frequency: ongoing. Auth: none. Geographic granularity: Sudan cities/regions including Khartoum.[[4]](https://rss.feedspot.com/arabic_news_rss_feeds/)

**ACAPS Khartoum pre-crisis profile and ongoing Sudan crisis reports**: https://www.acaps.org/ (search Sudan/Khartoum). No API. PDF/report downloads. Update frequency: ad-hoc/thematic (e.g., 2023 profile). Auth: none. Geographic granularity: Khartoum-specific urban/poverty/youth insights.[[5]](https://www.acaps.org/fileadmin/Data_Product/Main_media/20230711_ACAPS_Thematic_report_Sudan_Khartoum_pre-crisis_profile.pdf)

**UN-Habitat Khartoum urban studies (e.g., urban sector/poverty reports)**: https://unhabitat.org/ (search Khartoum State reports). PDF downloads only. Update frequency: project-based (older reports). Auth: none. Geographic granularity: Khartoum State urban/poverty/ planning data.[[6]](https://unhabitat.org/sites/default/files/download-manager-files/Urban%20Sector%20Studies%20and%20Capacity%20Building%20for%20Khartoum%20State.pdf)

**ACLED (sub-national filtering for Khartoum)**: https://acleddata.com/ (standard API access). Yes (API available; free tier with registration). Update frequency: near real-time/weekly. Auth: free registration for API. Geographic granularity: admin1 (Khartoum State) + admin2 (localities); use admin1="Khartoum" or equivalent codes to filter.[[7]](https://acleddata.com/methodology/acled-codebook)

**COD-AB Sudan administrative boundaries (HDX)**: https://data.humdata.org/dataset/cod-ab-sdn. No API (downloads: SHP, GeoJSON, XLSX). Update frequency: periodic (v03 as of ~2026). Auth: none. Geographic granularity: Admin 1 (19 states incl. Khartoum) + Admin 2 (189 localities) for precise ACLED/event filtering.[[8]](https://data.humdata.org/dataset/cod-ab-sdn)

**Notes**: Public municipal/provincial stats bureaus specific to Khartoum State appear unavailable or non-functional post-conflict; rely on national CBS or partners. Most sources lack real-time APIs or recent updates due to instability. Labor data is primarily from periodic surveys (state-level at best). News RSS are standard web feeds rather than structured APIs. Verify current accessibility, as conflict has disrupted many official portals.

**Recent developments (last ~60 days from June 12, 2026) show stable-to-slightly higher youth unemployment alongside major ongoing youth/student-led political protests that represent a notable escalation in instability risks compared to the 2025 baseline.**[[1]](https://tradingeconomics.com/serbia/youth-unemployment-rate)[[2]](https://www.washingtonpost.com/world/2026/05/23/serbia-students-protest-vucic-belgrade/c1faf45a-56c8-11f1-9c40-7a0a12d9e745_story.html)

### 1. Youth/Male Unemployment Data Releases
- **National Statistical Office of Serbia (Labour Force Survey, Q1 2026)**: Youth unemployment rate (ages 15-24) stood at **23.1%** (down slightly from 23.3% in Q4 2025). Total employment: ~2.836 million; unemployed: ~276,300. This is the most recent official quarterly figure.[[3]](https://www.stat.gov.rs/en-us/oblasti/trziste-rada/anketa-o-radnoj-snazi/)[[1]](https://tradingeconomics.com/serbia/youth-unemployment-rate)
- Baseline comparison: The provided 20.4% figure (15-24 male, national, 2025) aligns closely with modeled ILO/World Bank annual estimates (e.g., ~20.9% total youth unemployment for 2025 per FRED/World Bank data; 2024 male youth ~21.1–21.8%). No new ILO or World Bank modeled estimates or specific male youth breakdowns were released in the last 60 days.[[4]](https://fred.stlouisfed.org/series/SLUEM1524ZSSRB)[[5]](https://tradingeconomics.com/serbia/unemployment-youth-male-percent-of-male-labor-force-ages-15-24-wb-data.html)
- ILO country profile references the latest LFS as 2024/2025 Q2 but does not add new 2026 figures. No major economic shocks or currency issues reported.[[6]](https://ilostat.ilo.org/data/country-profiles/srb/)

No significant shifts in underlying unemployment trends, though the quarterly rate remains elevated versus the 2025 baseline.

### 2. Political/Security/Economic Events Affecting Young Men (18-35)
- **Major escalation in student/youth-led anti-government protests (May 23, 2026)**: Up to ~190,000 people rallied in Belgrade’s Slavija Square (one of the largest since 2000), organized by university students under slogans like “You and I, Slavija.” Protesters demanded snap elections and an end to President Aleksandar Vučić’s rule. Clashes with riot police involved tear gas; the movement (ongoing since the November 2024 Novi Sad railway station collapse that killed 16) is heavily youth-driven and has spread nationwide.[[2]](https://www.washingtonpost.com/world/2026/05/23/serbia-students-protest-vucic-belgrade/c1faf45a-56c8-11f1-9c40-7a0a12d9e745_story.html)[[7]](https://www.reuters.com/world/police-protesters-clash-serbia-crowds-demand-presidents-exit-2026-05-23/)[[8]](https://europeanwesternbalkans.com/2026/05/25/second-largest-protest-in-serbian-history-held-on-saturday-citizens-call-for-elections/)
- This directly involves young men and women (students and first-time protesters frustrated with economic stagnation and governance). It marks a significant intensification of political instability risks beyond the baseline “instability fuse score” of 31.1/100, with potential for broader mobilization or crackdowns. No reports of coup attempts, militia recruitment, or acute economic shocks specific to young men.[[9]](https://www.youtube.com/watch?v=rbeCW_GCAbs)[[10]](https://en.wikipedia.org/wiki/2024%E2%80%93present_Serbian_anti-corruption_protests)

### 3. NGO/Academic Reports on Youth Situation (Published 2025)
- **BTI 2026 Serbia Country Report** (Bertelsmann Stiftung; released ~March 26–27, 2026, covering developments through early 2025 with references to ongoing protests): Details democratic deterioration, suppression of civic groups, and the student-led anti-corruption movement (including university blockades and general strikes in early 2025). Serbia classified as a moderate autocracy. Not strictly published in 2025 but a key recent analytical release on youth/civic dynamics.[[11]](https://bti-project.org/en/reports/country-report/SRB)[[12]](https://www.ecoi.net/en/document/2138473.html)
- Other 2025-era coverage (e.g., Freedom House 2026 report) notes continued protests and police responses but no major new standalone NGO/academic youth-specific reports surfaced in searches for 2025 publications released recently. Older frameworks like the Youth Guarantee Implementation Plan (2023–2026) remain referenced.[[13]](https://freedomhouse.org/country/serbia/freedom-world/2026)

### 4. Internet/Mobile Infrastructure Changes
- No reports of shutdowns, blackouts, or major coverage disruptions in Serbia during the period. General 2026 guides note ongoing 5G expansion in urban/tourist areas (e.g., by operators like Yettel) with good mobile coverage. No election-related or protest-linked restrictions noted.[[14]](https://www.roafly.com/blog/how-to-get-internet-in-serbia)

**Overall assessment**: Unemployment data shows continuity with a modest quarterly uptick in total youth rates. The dominant development is the large-scale, youth-led protests in May 2026, which meaningfully elevate political instability risks for young men relative to the baseline and warrant close monitoring. Sources include official Serbian statistics, international media (Reuters, AP, Al Jazeera), and analytical reports (BTI/World Bank data).

**Statistical Office of the Republic of Serbia (SORS/RZS) – Labour Force Survey and related labor/unemployment data**  
- URL: https://www.stat.gov.rs/ (main) or https://data.stat.gov.rs/ (dissemination database)  
- API: Partial (structured data portal with direct result links and bulk/CSV-style downloads; no full public REST API documented; microdata available via formal request)  
- Update frequency: Quarterly (LFS employment/unemployment rates, including by age/sex) and annual indicators  
- Auth required: None for public aggregated data; microdata requires approved request/contract (free)[[1]](https://www.stat.gov.rs/en-us/oblasti/trziste-rada/anketa-o-radnoj-snazi/)[[2]](https://data.stat.gov.rs/?languageCode=en-us)

**National Bank of Serbia (NBS) – Real sector statistics (employment, wages, economic indicators)**  
- URL: https://www.nbs.rs/en/drugi-nivo-navigacije/statistika/index.html (statistics section with XLS files)  
- API: No (primarily XLS downloads and bulletins; exchange-rate web services exist but stats require application/form)  
- Update frequency: Monthly/quarterly (e.g., employment and wages XLS; Statistical Bulletin)  
- Auth required: None for public downloads; web-service access may require form submission (free)[[3]](https://nbs.rs/en/drugi-nivo-navigacije/statistika/index.html)[[4]](https://www.nbs.rs/en/indeks/)

**ILOSTAT – Europe & Central Asia labour statistics (includes Serbia youth employment, unemployment, NEET, etc.)**  
- URL: https://ilostat.ilo.org/data/europe-and-central-asia/ (regional) or country profile https://ilostat.ilo.org/data/country-profiles/srb/  
- API: Yes (web service, bulk CSV downloads, SDMX tools, R package)  
- Update frequency: Varies (annual/quarterly labour force indicators)  
- Auth required: None (free/open access)[[5]](https://ilostat.ilo.org/data/europe-and-central-asia/)

**SEE Jobs Gateway Database (wiiw/World Bank) – Western Balkans labour market indicators (Serbia included)**  
- URL: https://wiiw.ac.at/see-jobs-gateway-database-ds-5.html or https://data.wiiw.ac.at/seejobsgateway.html  
- API: No dedicated API (full database available for download; harmonized LFS + administrative data)  
- Update frequency: Quarterly and annual (youth unemployment, employment, inactivity, wages, etc. for Serbia and peers)  
- Auth required: None (open data access)[[6]](https://wiiw.ac.at/see-jobs-gateway-database-ds-5.html)[[6]](https://wiiw.ac.at/see-jobs-gateway-database-ds-5.html)

**HDX (Humanitarian Data Exchange) – Serbia humanitarian/crisis and poverty-related datasets**  
- URL: https://data.humdata.org/group/srb  
- API: Yes (HDX API for dataset discovery and access)  
- Update frequency: Varies by contributing organization/dataset (crisis monitoring, poverty, displacement)  
- Auth required: None (free)[[7]](https://data.humdata.org/group/srb?force_layout=desktop&page=4)

These complement the already-used sources (e.g., World Bank API, ILO via other channels) with Serbia-specific or ECA-focused labor/youth/economic granularity. No strong Serbia-specific public NGO/think-tank data APIs for poverty/crisis tracking were identified beyond the above; news RSS feeds are available via general aggregators (e.g., NewsAPI with Serbia filters) but lack dedicated reliable local APIs. Always verify current access/terms on the sites, as availability can change.

**No significant shifts to Luxembourg’s baseline youth instability indicators (male youth unemployment 15-24 at 23.0% for 2025; national instability fuse score 32.5/100) from developments in the last ~60 days (mid-April to mid-June 2026).** Luxembourg remains a low-instability context in Europe & Central Asia, with stable overall economic and social conditions and no reported protests, security incidents, economic shocks, militia activity, or infrastructure disruptions affecting young men (18-35).[[1]](https://tradingeconomics.com/luxembourg/youth-unemployment-rate)[[2]](https://statistiques.public.lu/en/actualites/2026/adem-04-26.html)

**1. Government/ILO/World Bank unemployment data releases:**  
No new ILO or World Bank modeled estimates for 2026 youth or male-specific unemployment have been released. The most recent modeled figures remain 2025 totals (youth unemployment ~21.5%; male youth lower in prior years, e.g., ~16.9% in 2024).[[3]](https://fred.stlouisfed.org/series/SLUEM1524ZSLUX)[[4]](https://www.statista.com/statistics/812202/youth-unemployment-rate-in-luxembourg/?srsltid=AfmBOooX_QZmcs-7-SZWWXOOxe_enGqCE5nt3qtsj_MTgMgCP-pZy_Zf)

Recent national/Eurostat-aligned data (April 2026): Total youth unemployment rate (under 25) rose slightly to **20.3%** (from 20.2% in March 2026). This is within the range of recent annual figures (e.g., 18.9% in late 2025 per Eurostat) but below the baseline male-specific 23.0%.[[1]](https://tradingeconomics.com/luxembourg/youth-unemployment-rate)

As of end-April 2026, ADEM (national employment agency) recorded an +8.0% year-on-year increase in young jobseekers, with the overall unemployment rate stable at **6.3%** (STATEC, reported May 20, 2026). Increases were noted among higher-qualified seekers and certain age groups, but no dramatic spikes or male-specific breakdowns.[[2]](https://statistiques.public.lu/en/actualites/2026/adem-04-26.html)

These figures do not indicate a material worsening beyond baseline trends.

**2. Political, security, or economic events affecting young men (18-35):**  
No protests, coups, militia recruitment, currency issues, or major economic shocks reported in the period. Broader economic commentary (e.g., OECD Economic Outlook, June 2026) notes moderate growth (~1.6% projected for 2026), rising inflation risks from energy/geopolitics, and stable but monitored labor market conditions—nothing youth-specific or destabilizing.[[5]](https://www.oecd.org/en/publications/2026/06/oecd-economic-outlook-volume-2026-issue-1_8be0dba6/full-report/luxembourg_fcff5fb9.html)[[6]](https://economy-finance.ec.europa.eu/document/download/aa5199d6-de09-4880-92d3-bfdcb0f93036_en)

A minor pre-period demonstration occurred at the US Embassy (March 10, 2026, related to Middle East developments), but it was peaceful and not linked to domestic youth issues.[[7]](https://lu.usembassy.gov/security-alert-current-security-posture-and-situational-awareness-2/)

**3. NGO/academic reports on youth (published 2025/2026):**  
The main relevant release is Luxembourg’s **National Youth Report 2025** (*Rapport national sur la situation de la jeunesse au Luxembourg 2025: Vivre et grandir en ligne et hors ligne*), published March 9, 2026, by the University of Luxembourg and Ministry of Education, Children and Youth. It examines youth (ages 12–29) experiences at the intersection of online and offline worlds, including digital connectivity, time use, and social dynamics. It is not focused on unemployment, instability, or security risks.[[8]](https://www.uni.lu/fhse-en/news/national-youth-report-2025-the-end-of-the-boundary-between-online-and-offline-worlds/)[[9]](https://www.youth-in-luxembourg.lu/)

Related education monitoring (e.g., Education and Training Monitor 2025) notes ongoing efforts to reduce early school leaving (rate ~7.8% in 2024 data) and support for at-risk youth, with no new 2026 crisis indicators.[[10]](https://op.europa.eu/webpub/eac/education-and-training-monitor/en/country-reports/luxembourg.html)

**4. Internet/mobile infrastructure:**  
No shutdowns, coverage changes, or major new rollouts reported in the last 60 days. Luxembourg maintains high connectivity under its ultra-high-speed broadband strategy (2021–2025 targets largely met), with a Connectivity Report issued in February 2026. A 2025 cyber incident affecting networks is outdated and not repeated.[[11]](https://digital-strategy.ec.europa.eu/en/policies/digital-connectivity-luxembourg)

**Overall assessment:** Data points to continuity rather than escalation. The modest April 2026 youth unemployment uptick to 20.3% (total) and ongoing +8% rise in young jobseekers warrant monitoring but do not significantly alter the baseline picture of moderate youth labor market challenges in an otherwise stable high-income context. No red flags for heightened instability. Sources are primarily Eurostat/Trading Economics, STATEC/ADEM official releases, and University of Luxembourg/Ministry publications.

**STATEC / LUSTAT (National Institute of Statistics and Economic Studies – Luxembourg)**  
- URL: https://lustat.statec.lu/ (or https://statistiques.public.lu/)  
- API: Yes (REST API based on SDMX standard; endpoints like https://lustat.statec.lu/rest/dataflow/LU1/all/all and data queries)  
- Update frequency: Regular (monthly/quarterly for employment/unemployment/labor market data)  
- Auth required: None (public/open data)  

**Banque Centrale du Luxembourg (BCL) – Real Economy and Labour Market Indicators**  
- URL: https://www.bcl.lu/en/statistics/series_statistiques_luxembourg/05_real_economy/index.html (Excel tables for employment/unemployment)  
- API: No (direct Excel downloads)  
- Update frequency: Varies (e.g., monthly/quarterly releases for labour market indicators)  
- Auth required: None (public downloads)  

**Eurostat (European Statistical Office) – Youth Unemployment and Labour Market Data**  
- URL: https://ec.europa.eu/eurostat/ (databrowser or specific datasets like une_rt_m)  
- API: Yes (REST APIs including Statistics API and SDMX 2.1 dissemination endpoints; free programmatic access)  
- Update frequency: Frequent (monthly/quarterly for unemployment rates, including youth breakdowns for Luxembourg)  
- Auth required: None (public/open)  

**STATEC Statistics Portal RSS Feeds**  
- URL: https://statistiques.public.lu/en/support/rss.html  
- API: Yes (RSS feeds for news and publications)  
- Update frequency: As new content is published (irregular but tied to data releases)  
- Auth required: None  

**LIS Cross-National Data Center in Luxembourg (Luxembourg Income Study / LWS)**  
- URL: https://www.lisdatacenter.org/ (DART tool or LISSY for microdata)  
- API: Partial (web-based DART visualization tool; LISSY remote-execution system; no simple public REST API for bulk pulls)  
- Update frequency: Periodic (harmonized datasets released on a rolling basis)  
- Auth required: Free registration (required for full microdata access via LISSY; non-commercial/research use)  

**Additional notes**:  
- STATEC/LUSTAT and Eurostat are the strongest direct sources for youth-relevant labor/unemployment indicators with machine-readable access. BCL provides complementary national economic context via downloads.  
- News/RSS options focus on official channels for reliability; commercial Luxembourg news APIs (e.g., NewsData.io or World News API) exist but are more general.  
- No prominent free public APIs were identified from finance ministry, specific youth NGOs, or ECA-focused regional banks (e.g., EBRD data is typically aggregated or paywalled). Eurostat is the primary regional database covering Europe with Luxembourg breakdowns.

**No major new government, ILO, or World Bank releases on youth (15-24) or male-specific unemployment in Romania were identified in the last 60 days (roughly since mid-April 2026).** Existing modeled ILO/World Bank data shows Romania’s overall youth unemployment (15-24) at 24.544% for 2025.[[1]](https://fred.stlouisfed.org/series/SLUEM1524ZSROU)[[2]](https://www.statista.com/statistics/812916/youth-unemployment-rate-in-romania/?srsltid=AfmBOopk_clKx9FtYBiBVpWo6uhxd35xI5xCT_BLALMBIM4crY0k4bgz) Recent Eurostat-aligned figures indicate persistently high rates, with Romania recording the EU’s highest youth unemployment at approximately 28.2% (December 2025 data, widely cited in early 2026 reporting) or 28.8% (March 2026).[[3]](https://www.statista.com/statistics/613670/youth-unemployment-rates-in-europe/?srsltid=AfmBOoop2L5QUC9Fxt6ttYJJttX8nuqJEO8ukvHugtFZK3sG4suoGPFq)[[4]](https://ycharts.com/indicators/romania_youth_unemployment_rate)[[5]](https://www.romania-insider.com/romania-unemployment-young-people-march-2026)

This exceeds the provided 2025 male youth baseline of 24.4% and reflects broader EU comparisons where Romania significantly outpaces the EU youth average (around 15.1% in April 2026).[[6]](https://ec.europa.eu/eurostat/web/products-euro-indicators/w/3-01062026-ap) National total unemployment hovered near 6.0% in early 2026.[[5]](https://www.romania-insider.com/romania-unemployment-young-people-march-2026) No sharp new shocks or official updates altering the picture dramatically in April–June 2026.

**Significant political and economic instability emerged in April–May 2026, directly relevant to young men (18-35).** The four-party “grand coalition” government collapsed amid resignations on or around 23 April 2026 (including ministers from labour, health, and other portfolios, plus the deputy PM from the PSD).[[7]](https://www.osw.waw.pl/en/publikacje/analyses/2026-04-27/romania-breakup-grand-coalition-and-a-new-phase-political-crisis) A no-confidence vote on 5 May 2026 ousted PM Ilie Bolojan, with the PSD allying with the far-right AUR party.[[8]](https://www.fitchratings.com/research/sovereigns/romania-political-crisis-macro-challenges-highlight-consolidation-risks-18-05-2026)[[9]](https://www.atlanticcouncil.org/dispatches/what-romanias-no-confidence-vote-really-means-for-its-european-future/)

This triggered ongoing political uncertainty, currency depreciation (Romanian leu fell nearly 3% since late April 2026, exceeding 5.19 lei per euro amid outflows), and risks to EU funding and fiscal consolidation.[[9]](https://www.atlanticcouncil.org/dispatches/what-romanias-no-confidence-vote-really-means-for-its-european-future/) Protests occurred, including over election-related issues and austerity measures. Far-right/populist parties like AUR draw notable support from young men (18-35), rural areas, and the diaspora, fueled by economic frustrations and anti-establishment sentiment.[[10]](https://www.realinstitutoelcano.org/en/analyses/fault-lines-in-the-east-romania-political-transformation-and-europe-future/) No coup attempts, militia recruitment, or acute security incidents were reported, but the turbulence and economic pressures (austerity, potential inflation/stagnant wages) heighten risks for this demographic.

**Notable 2025 reports on Romania’s youth situation** (published or covering 2025 data) include the EU Education and Training Monitor 2025, highlighting persistent challenges: early school leaving at 16.8% for 18-24 year-olds in 2024 (highest in the EU; 26.3% rural), low basic skills (e.g., ~42-49% lacking proficiency in reading/math/science per PISA), and efforts via NRRP-funded programs to address dropouts and NEET rates.[[11]](https://op.europa.eu/webpub/eac/education-and-training-monitor/en/country-reports/romania.html) The BTI 2026 Romania report discusses broader political polarization, weak education outcomes, high emigration, and fiscal deterioration (budget deficit 8.6% of GDP in 2024).[[12]](https://bti-project.org/en/reports/country-report/ROU)[[12]](https://bti-project.org/en/reports/country-report/ROU) No brand-new NGO/academic reports from the last 60 days were prominent.

**No internet or mobile shutdowns occurred.** Mobile infrastructure shows ongoing but limited progress: 5G availability reached 39% in Q1 2026 (up 4 points YoY but low among CEE peers), with median mobile download speeds at 78.43 Mbps (lowest in the group analyzed).[[13]](https://www.ookla.com/articles/romania-mobile-5g-market-q1-2026) NRRP projects continue for high-speed coverage in underserved (“white/grey”) areas (targeting ~945 localities with fibre/5G, €94 million allocation, deadlines into 2025–2026), alongside 5G strategy goals for urban/highway coverage.[[14]](https://iclg.com/practice-areas/telecoms-media-and-internet-laws-and-regulations/romania/)[[15]](https://digital-strategy.ec.europa.eu/en/policies/digital-connectivity-romania) No coverage reductions or disruptions specific to Romania in Q1–Q2 2026 reports.

**Assessment vs. baseline (24.4% male youth unemployment 2025; instability fuse 33.6/100):** Youth unemployment remains elevated or worsening (recent figures ~28%+ total youth vs. baseline), compounded by acute political crisis, government collapse, currency pressure, and populist mobilization among young men. This combination flags a potential upward shift in instability risk, particularly through economic discontent and political polarization, though no sudden spikes in violence or recruitment were noted. Monitor Eurostat releases and political developments closely.

**National statistics bureau (INS Romania):**  
- **Name:** Institutul Național de Statistică (INS) – Labour Force / Unemployment data (e.g., Romanian Labour Force: Employment and Unemployment publications, monthly/quarterly indicators).  
- **URL:** https://insse.ro/cms/en (data sections and press releases; also searchable via data.gov.ro).  
- **API:** No (primarily web tables, PDFs, and Excel/CSV downloads).  
- **Update frequency:** Monthly or quarterly (e.g., unemployment estimates).  
- **Auth required:** None (free public access).[[1]](https://insse.ro/cms/en)

**Romanian open data portal (aggregates INS and other gov sources):**  
- **Name:** data.gov.ro (official Romanian open data portal, CKAN-based; includes labor/unemployment datasets from INS and ministries).  
- **URL:** https://data.gov.ro.  
- **API:** Yes (CKAN API for metadata/search; direct resource downloads).  
- **Update frequency:** Varies by dataset (often monthly/quarterly for economic indicators).  
- **Auth required:** None (free; registration optional for some features).[[2]](https://dataportals.org/portal/data-gov-ro/)

**Central bank (BNR) / related regional sources:**  
- **Name:** Banca Națională a României (BNR) – economic/financial indicators (limited direct youth employment; complements via ECB).  
- **URL:** https://www.bnr.ro (reports/statistics); ECB Data Portal for Romania series: https://data.ecb.europa.eu/data/geographical-areas/romania.  
- **API:** Partial (ECB has SDMX/REST-style access; BNR primarily reports/downloads; third-party exchange rate APIs exist but not official stats).  
- **Update frequency:** Monthly/quarterly for key indicators.  
- **Auth required:** None (free public access).[[3]](https://data.ecb.europa.eu/data/geographical-areas/romania)

**Regional/Europe & Central Asia databases (country breakdowns):**  
- **Name:** Eurostat (EU Labour Force Survey data, including Romania youth unemployment/employment by age/sex).  
- **URL:** https://ec.europa.eu/eurostat (databrowser or bulk download).  
- **API:** Yes (SDMX/REST API; also bulk downloads).  
- **Update frequency:** Monthly (harmonised unemployment) or quarterly (LFS youth breakdowns).  
- **Auth required:** None (free).[[4]](https://tradingeconomics.com/romania/youth-unemployment-rate-eurostat-data.html)

- **Name:** ILOSTAT – Europe and Central Asia labour statistics (unemployment, youth employment by country).  
- **URL:** https://ilostat.ilo.org/data/europe-and-central-asia/.  
- **API:** Partial (data explorer + bulk downloads; some programmatic access via tools).  
- **Update frequency:** Quarterly/annual updates.  
- **Auth required:** None (free).[[5]](https://ilostat.ilo.org/data/europe-and-central-asia/)

**News/RSS or media APIs (reliable Romania coverage):**  
- **Name:** Various Romanian news outlets (e.g., via Feedspot-curated RSS) or NewsAPI/mediaStack Romania endpoints (for labor/youth/economic stories).  
- **URL:** RSS examples: rss.feedspot.com/romania_news_rss_feeds/; NewsAPI: https://newsapi.org (country=ro).  
- **API:** Partial (RSS feeds native; NewsAPI/mediaStack offer REST APIs).  
- **Update frequency:** Real-time/daily.  
- **Auth required:** None for basic RSS; free tier or paid key for APIs.[[6]](https://rss.feedspot.com/romania_news_rss_feeds/)

**NGO/think tank sources:** Limited dedicated public APIs identified for Romania-specific youth/poverty/crisis monitoring. Global sources like those already in use (e.g., World Bank, Freedom House/OWID) remain primary; check data.gov.ro or INS for any NGO-linked datasets. No high-quality, dedicated Romania NGO APIs surfaced in searches.

**No major developments in the last 60 days (roughly mid-April to June 11, 2026) significantly shift Estonia’s youth instability baseline** (male 15-24 unemployment at 20.0% for 2025; national instability fuse score 35.2/100). The situation remains one of elevated but stable youth unemployment amid overall economic and political calm, with ongoing digital infrastructure improvements.[[1]](https://stat.ee/en/news/unemployment-rate-was-75-last-year)[[2]](https://news.err.ee/1609942829/unemployment-7-5-in-2025-youth-unemployment-up)

### 1. Youth/Male Unemployment Data Releases
- **Statistics Estonia Q1 2026 Labour Force Survey** (released May 15, 2026): Overall unemployment rose to 7.1% (from 6.4% in Q4 2025 and down from 8.6% in Q1 2025). Youth (15-24) unemployment reached 22.8% (up sharply from 18.1% in Q4 2025). Youth employment rate fell to a low 28.6% (lowest since 2011 in some metrics), with labour force participation at 37%. This reflects 12,400 unemployed youth out of 146,700 in the age group. Services sector weakness contributed.[[3]](https://stat.ee/en/news/unemployment-rate-was-71-first-quarter)[[4]](https://www.rttnews.com/3652630/estonia-jobless-rate-rises-in-q1.aspx)[[5]](https://viabaltica.fi/estonia-unemployment-rate-7-1-in-q1-2026-statistics/)
- 2025 annual figures (released February 2026, outside the window but confirmatory): Youth unemployment averaged 20.7% (+1.6 pp YoY); young men (15-24) specifically at 22.5% (+3.6 pp from 2024). Young women at 18.8% (slight decline). These align closely with the baseline.[[1]](https://stat.ee/en/news/unemployment-rate-was-75-last-year)[[2]](https://news.err.ee/1609942829/unemployment-7-5-in-2025-youth-unemployment-up)[[1]](https://stat.ee/en/news/unemployment-rate-was-75-last-year)
- Other sources (e.g., FRED/World Bank modelled estimates) show 2025 annual youth unemployment around 19.7%; no new ILO/World Bank releases noted in the period.[[6]](https://fred.stlouisfed.org/series/SLUEM1524ZSEST)

The Q1 youth spike is the most recent concrete data point and indicates persistent pressure on young people (including men), though quarterly volatility is common. No evidence of a broader new shock.

### 2. Political, Security, or Economic Events Affecting Young Men (18-35)
- **No significant protests, coups, militia activity, or economic shocks** reported in the period. OSAC (Jan 2026 assessment) and other sources describe Estonia as a stable democracy with rare civil unrest and low political violence risk; demonstrations are typically small, permitted, and peaceful.[[7]](https://www.osac.gov/Content/Report/68a53db4-0145-4cbb-84e6-1cea33df11cb)
- **Security context**: Estonian Foreign Intelligence Service report (Feb 2026) and related analysis highlight Russia-related hybrid/information threats but assess no imminent military risk to Estonia/NATO. A March 2026 social media campaign promoting a fictional “Narva People’s Republic” separatist movement was identified as a low-level external information operation with minimal domestic traction.[[8]](https://www.valisluureamet.ee/doc/raport/2026-en.pdf)[[9]](https://www.atlanticcouncil.org/blogs/ukrainealert/could-russia-use-fake-separatists-to-destabilize-estonia-and-discredit-nato/)
- **Generational/social reports**: A March 26, 2026 ZOiS report examined views on security/politics/history, noting generational divides (younger Estonians 18-34 more pro-democracy in some surveys) but no acute instability signals. BTI 2026 report discusses longer-term polarization and past protests without new 2026 events.[[10]](https://www.zois-berlin.de/en/publications/zois-report/estonias-fractured-social-landscape-views-on-security-politics-and-history)[[11]](https://bti-project.org/en/reports/country-report/EST)
- Broader economy: Overall unemployment trends show modest quarterly fluctuation without currency crises or shocks hitting young men disproportionately beyond the youth rate data above.

### 3. NGO/Academic Reports on Youth Situation (2025 Publications)
- Limited new releases specifically on youth instability. EU Education and Training Monitor 2025 and related country reports note ongoing youth labour market barriers and volatility but highlight Estonia’s strengths in education/basic skills.[[12]](https://op.europa.eu/webpub/eac/education-and-training-monitor/en/country-reports/estonia.html)
- Media literacy and integration reports (covering periods up to late 2025) focus on education/digital skills rather than instability metrics. No major 2025 NGO/academic reports flagged as transformative for the instability picture.[[13]](https://www.hm.ee/sites/default/files/documents/2026-01/Estonia%E2%80%99s%20Media%20Literacy%20Report%20from%20November%202022%20to%20October%202025_December_2025.pdf)

### 4. Internet/Mobile Infrastructure
- **No shutdowns or coverage reductions**. Estonia continues positive rollout under the Digital Agenda 2030 and Broadband Plan 2030, targeting near-universal 100 Mbps+ access (from ~58% in 2021) with public support for rural/5G expansion (including transport corridors) and preparations for 6G. Mobile speeds have risen substantially (e.g., median increases reported in late 2025 data).[[14]](https://digital-strategy.ec.europa.eu/en/policies/digital-connectivity-estonia)[[15]](https://fintechbaltic.com/11612/fintechestonia/estonias-digital-agenda-2030-puts-focus-on-digital-government-high-connectivity-and-cyberthreat/)[[16]](https://datareportal.com/reports/digital-2026-estonia)

**Summary flag**: The Q1 2026 youth unemployment rise to 22.8% (released mid-May) reinforces elevated pressure on young people consistent with the 2025 baseline but does not indicate a sharp new deterioration or triggering event. The security and infrastructure pictures remain stable/positive. Monitor Statistics Estonia for Q2 data. Sources primarily include official Statistics Estonia releases via stat.ee and ERR, plus international trackers.

**Statistics Estonia (national statistics bureau)**  
- Name/URL: Statistics Estonia (https://stat.ee/en or statistical database https://andmed.stat.ee/en)  
- API: Partial (SDMX REST API available for the statistical database; developer guidelines provided)  
- Update frequency: Quarterly/annual (e.g., Labour Force Survey unemployment/labor data)  
- Auth: None (public/open)[[1]](https://stat.ee/en/statistikaamet/developers)[[2]](https://stat.ee/en/news/unemployment-rate-was-75-last-year)

**Bank of Estonia (Eesti Pank) statistics portal**  
- Name/URL: Eesti Pank Statistics (https://statistika.eestipank.ee/ or https://www.eestipank.ee/en/statistics)  
- API: No dedicated public API identified (data available via web portal with downloads; release calendar; may integrate with ECB SDMX)  
- Update frequency: Regular (e.g., economic/financial indicators, often monthly/quarterly)  
- Auth: None (public)[[3]](https://www.eestipank.ee/en/statistics)[[4]](https://stat.ee/en/sddsplus)

**Eurostat (regional/Europe & Central Asia database with Estonia breakdowns)**  
- Name/URL: Eurostat (https://ec.europa.eu/eurostat; country data for EE)  
- API: Yes (SDMX REST API; bulk downloads)  
- Update frequency: Regular (monthly/quarterly/annual labor, youth unemployment, economic indicators)  
- Auth: None (public)[[5]](https://tradingeconomics.com/estonia/unemployment-rate-eurostat-data.html)

**ILOSTAT (regional Europe & Central Asia focus)**  
- Name/URL: ILOSTAT Europe & Central Asia (https://ilostat.ilo.org/data/europe-and-central-asia/)  
- API: Yes (SDMX REST API; bulk downloads)  
- Update frequency: Regular (annual/periodic youth labor/unemployment data with country breakdowns)  
- Auth: None (public)[[6]](https://ilostat.ilo.org/data/europe-and-central-asia/)

**OECD Data Explorer (regional coverage including Estonia)**  
- Name/URL: OECD Data Explorer (https://data-explorer.oecd.org/)  
- API: Yes (API access available)  
- Update frequency: Regular (labor market, youth employment, economic indicators)  
- Auth: None (public)[[7]](https://www.oecd.org/en/data/insights/data-explainers/2024/09/api.html)

**ERR News (local/regional news RSS)**  
- Name/URL: ERR News (Estonian Public Broadcasting; https://news.err.ee/)  
- API/RSS: RSS feeds available (standard for major Estonian outlets; lists of Estonia RSS feeds exist)  
- Update frequency: Daily/real-time news coverage  
- Auth: None (public RSS)[[8]](https://rss.feedspot.com/estonia_news_rss_feeds/)[[9]](https://news.err.ee/)

**IMF SDDS (Estonia-specific economic/financial data via DSBB)**  
- Name/URL: IMF DSBB for Estonia (https://dsbb.imf.org/sdds/dqaf-base/country/EST)  
- API: Partial (SDMX support common; structured data dissemination)  
- Update frequency: Regular (labor market, employment, unemployment per SDDS standards)  
- Auth: None (public)[[4]](https://stat.ee/en/sddsplus)

**Notes**: No prominent NGO/think tank public data APIs specifically for Estonia youth/poverty/crisis monitoring were identified beyond official channels (data often flows through Statistics Estonia or Eurostat). Focus on machine-readable formats like SDMX where available for integration. Existing sources (e.g., World Bank, ILO) overlap with some regional coverage. Verify current API endpoints and terms directly, as they can evolve.

**No major shifts from the baseline (male youth unemployment 15-24 at 21.7% national in 2025; instability fuse score 36.8/100) in the last ~60 days (mid-April to June 11, 2026).** Recent data show mixed but not dramatically altered unemployment trends, with overall rates declining amid persistent youth challenges; limited new events or reports; and ongoing (positive) mobile infrastructure developments rather than disruptions.[[1]](https://www.ecofinagency.com/news/0805-55398-morocco-s-unemployment-rate-falls-to-10-8-in-first-quarter-2026)[[2]](https://www.worldbank.org/en/news/press-release/2026/04/28/morocco-can-accelerate-growth-attract-private-investment-and-generate-millions-of-jobs-through-structural-and-other-poli)

**1. Unemployment data/releases (government/ILO/World Bank):**  
The most recent official figures come from Morocco’s Haut-Commissariat au Plan (HCP) new Labor Force Survey (EMO2026). Overall unemployment fell to 10.8% in Q1 2026 (from 13% for full-year 2025). Youth unemployment (ages 15-24) stood at 29.2%, the group most exposed to labor market difficulties.[[1]](https://www.ecofinagency.com/news/0805-55398-morocco-s-unemployment-rate-falls-to-10-8-in-first-quarter-2026)[[3]](https://tradingeconomics.com/morocco/youth-unemployment-rate)  

Modeled ILO/World Bank estimates for total youth unemployment (15-24) show 21.882% for 2025 (down slightly from prior years in some series).[[4]](https://fred.stlouisfed.org/series/SLUEM1524ZSMAR)[[5]](https://www.statista.com/statistics/812261/youth-unemployment-rate-in-morocco/?srsltid=AfmBOoqAZgi7D3vqSxuvSy8L3CBYHCNM1WtZUD-h-nku2BLCw6XngWiD) Note that metrics vary (national estimates vs. modeled; total vs. male-specific; quarterly vs. annual), so direct comparison to the 21.7% male baseline requires caution—recent HCP youth figures appear higher and broader. No new dedicated ILO or World Bank release on male youth unemployment specifically in the period. A World Bank press release (April 28, 2026) highlighted potential for structural reforms to generate 1.7 million additional jobs by 2035, emphasizing inclusion of women and youth in the formal economy.[[2]](https://www.worldbank.org/en/news/press-release/2026/04/28/morocco-can-accelerate-growth-attract-private-investment-and-generate-millions-of-jobs-through-structural-and-other-poli)

**2. Political/security/economic events affecting young men (18-35):**  
No significant protests, coup attempts, militia recruitment, economic shocks, or currency crises reported in the last 60 days. Earlier 2025 Gen Z (“GenZ 212”) protests (late September–mid-October 2025) over healthcare, education, unemployment (~35-37% youth rates cited then), corruption, and inequality had largely subsided months prior.[[6]](https://en.wikipedia.org/wiki/2025_Moroccan_Gen_Z_protests)[[7]](https://mei.edu/publication/moroccan-youth-angrily-protest-governments-failed-development-promises/) A U.S. Embassy alert noted a planned large-scale protest in Rabat on April 19, 2026 (with possible extensions to other cities), but no widespread escalation or violence was reported afterward.[[8]](https://ma.usembassy.gov/demonstration-alert-protest-planned-in-rabat-morocco-april-19-2026/) No other instability indicators surfaced.

**3. NGO/academic reports on youth situation (published 2025):**  
No notable new NGO or academic reports specifically on Morocco’s youth situation were published or prominently released in the last 60 days. Earlier 2025 items (e.g., Afrobarometer Dispatch No. 1004 from June 2025 noting rising youth unemployment to 37.7% in Q1 2025) predate the window.[[9]](https://www.afrobarometer.org/wp-content/uploads/2025/06/AD1004-Youth-like-Moroccos-direction-even-as-jobs-remain-scarce-and-interest-in-emigration-grows-Afrobarometer-20june25.pdf) The BTI 2026 Morocco Country Report discusses ongoing youth unemployment and low civic engagement but draws on prior data.[[10]](https://bti-project.org/en/reports/country-report/MAR)

**4. Internet/mobile infrastructure:**  
No shutdowns or coverage reductions. Positive developments include the Opensignal Morocco Mobile Network Experience Report (April 2026), which details competitive performance with Orange leading in 5G availability (51.2%), download/upload speeds, coverage, and consistent quality.[[11]](https://insights.opensignal.com/reports/2026/04/morocco/mobile-network-experience) Broader context notes ongoing investments and near-universal basic (2G/3G/4G) coverage, with 5G rollout progressing (initial phases tied to events like AFCON 2025; targets >25% coverage by end-2026).[[12]](https://www.trade.gov/country-commercial-guides/morocco-telecommunications)

**Overall assessment:** Unemployment remains a core youth challenge (with Q1 2026 youth rate at 29.2%), but the drop in overall unemployment and World Bank job-creation outlook are modestly stabilizing factors. No acute triggers for heightened instability in the monitored period. Monitor HCP quarterly releases and any follow-up on the April protest alert for future shifts. Sources include HCP via secondary reporting, World Bank, Opensignal, and U.S. Embassy alerts.

**Haut-Commissariat au Plan (HCP) – Bases de Données Statistiques (BDS) / Labor Force Survey data**  
- URL: http://www.hcp.ma/ (main site); http://bds.hcp.ma/ (database); publications/downloads at https://www.hcp.ma/downloads/  
- API: Partial/no (machine-readable downloads/exports available; recent open data/API initiatives noted but not confirmed as public REST API)  
- Update frequency: Quarterly (labor force/employment/unemployment surveys, e.g., new EMO2026 survey)  
- Auth required: None (public downloads; microdata available via request)[[1]](https://dateno.io/registry/catalog/temp00000476/)

**Bank Al-Maghrib (BAM) – Statistics portal / Key indicators & monetary/economic data**  
- URL: https://www.bkam.ma/en/Statistics (or main https://www.bkam.ma/)  
- API: No (downloadable reports, tables, and indicators in PDF/Excel formats; weekly indicators section)  
- Update frequency: Weekly (key indicators); monthly/quarterly for broader economic/monetary stats  
- Auth required: None (public access)[[2]](https://www.bkam.ma/en/Find-information-about/Right-to-access-information/Proactive-discloser)

**African Development Bank (AfDB) Statistical Data Portal / Socio-Economic Database**  
- URL: https://dataportal.opendataforafrica.org/ (Africa Information Highway / Open Data for Africa)  
- API: No (exports to Excel/CSV; visualization and download tools)  
- Update frequency: Annual or as updated (socio-economic indicators with country breakdowns, including Morocco/North Africa; 1960s onward)  
- Auth required: None/free (open data; some registration for full access)[[3]](https://www.re3data.org/repository/r3d100011929)

**UN ESCWA / Arab Development Portal**  
- URL: https://data.unescwa.org/ or https://www.arabdevelopmentportal.com/ (country dashboards for Arab/MENA region)  
- API: No/partial (data catalog, downloads, and dashboards; country-specific breakdowns for Morocco and region)  
- Update frequency: Varies (development, SDG, and socio-economic indicators; periodic updates from member states/UN sources)  
- Auth required: None (public access)[[4]](https://data.unescwa.org/)

**Morocco World News (English-language regional news covering Morocco/MENA)**  
- URL: https://www.moroccoworldnews.com/ (RSS feeds available, e.g., via tag or general site feeds)  
- API: No (RSS feeds for articles; no dedicated data API)  
- Update frequency: Daily/ongoing (news on politics, economy, youth/employment issues)  
- Auth required: None (public RSS)[[5]](https://rss.feedspot.com/french_news_rss_feeds/)

**Additional notes**:  
- HCP is the primary source for official Moroccan labor/unemployment data (youth breakdowns often included).  
- Regional portals (AfDB, ESCWA) provide comparable MENA/Afghanistan/Pakistan-adjacent coverage via country filters.  
- No strong public APIs identified for core national sources; focus is on downloads/RSS. News RSS enables monitoring but is not structured data.

**No major new government, ILO, or World Bank releases on youth (15-24) or male youth unemployment in Spain appear in the last 60 days (roughly mid-April to mid-June 2026).** Latest available figures remain anchored in 2025 data and align closely with the baseline of 23.9% for male youth unemployment (15-24, national, 2025).[[1]](https://en.wikipedia.org/wiki/Youth_unemployment_in_Spain)

- Q4 2025 (official/Eurostat-aligned): Overall youth (15-24) unemployment at 23.01%; male youth at 22.63% (female 23.47%).[[1]](https://en.wikipedia.org/wiki/Youth_unemployment_in_Spain)
- December 2025: 24.90% for ages 15-24 (Eurostat via Trading Economics).[[2]](https://tradingeconomics.com/spain/unemployment-rate-from-15-to-24-years-eurostat-data.html)
- 2025 annual modeled ILO/World Bank estimate: 24.745% total youth unemployment (down from 26.631% in 2024).[[3]](https://fred.stlouisfed.org/series/SLUEM1524ZSESP)

ILOStat references the EU Labour Force Survey with 2025Q3 as the latest household survey detail. No evidence of sharp deterioration or improvement that would alter the baseline significantly.[[4]](https://ilostat.ilo.org/data/country-profiles/esp/)

**Significant events affecting young men (18-35) in the period:** The main development is a large-scale housing protest on May 24, 2026, in Madrid, with thousands rallying against rising rents and housing costs (nearly 13% YoY increase). This directly impacts young adults due to low salaries, difficulty securing rentals, and delayed emancipation—key youth instability factors. Protesters included a 28-year-old teacher living with family and a 36-year-old university professor facing eviction notices. Banners highlighted anti-speculation and anti-tourism sentiments. The event occurred amid broader political tensions.[[5]](https://www.pbs.org/newshour/world/thousands-protest-rising-housing-costs-in-spains-capital)

This underscores persistent economic pressures (housing crisis + wages/employment issues) that could sustain or heighten grievances among young men, though it did not escalate into broader unrest or security incidents.

A related longer-term trend (with coverage into early 2026) shows young Spanish men shifting toward the radical right (e.g., VOX party support). Polls indicate nearly 40% of men aged 18-34 intending to vote VOX, linked to frustrations over housing, wages, employment, and immigration. Young women remain more left-leaning. Articles from March 2026 (Financial Times) and February 2026 highlight this polarization and "angry young men" dynamics, but no acute security events (e.g., violence, militias) in the last 60 days.[[6]](https://www.ft.com/content/7e2fbc9c-19ba-41a7-9e33-d06fb3361c31?syn-25a6b1a6=1)

No reports of coup attempts, militia recruitment, or currency/economic shocks specific to this group or period.

**Notable 2025 NGO/academic reports (published or focused on 2025 data/situation):** These provide context but no dramatic new 2026 updates shifting the picture:
- European Commission *Education and Training Monitor 2025* (Spain country report): Notes declining early school leavers and less pronounced basic skills decline vs. many EU peers; discusses dual vocational training reforms from 2024/2025 onward to improve employability.[[7]](https://op.europa.eu/webpub/eac/education-and-training-monitor/en/country-reports/spain.html)
- OECD *Education at a Glance 2025* (Spain country note, published September 2025): Covers tertiary attainment gaps by parental education.[[8]](https://www.oecd.org/en/publications/education-at-a-glance-2025_1a3543e2-en/spain_ce6a534e-en.html)
- Academic: "Young people and second chance schools in Spain: diversity of profiles, expectations and results" (published online August 2025).[[9]](https://www.tandfonline.com/doi/full/10.1080/02673843.2025.2549583)
- Fad/Centro Reina Sofía Synthetic Index of Comparative Youth Development (recent edition referenced in 2026 coverage): Spain ranks low in EU on employment, emancipation, etc.; youth unemployment (15-29) cited at 29.20% vs. EU 13.30%.[[10]](https://www.santander.com/en/press-room/insights/the-state-of-youth-in-spain-and-europe)
- Open Government Partnership: Spain’s 2025-2029 action plan includes developing a regulatory framework for youth associations.[[11]](https://www.opengovpartnership.org/the-open-gov-challenge/spain-regulatory-framework-youth-associations/)

**Internet/mobile infrastructure:** No shutdowns, major coverage changes, or new rollouts reported in the last 60 days. Older incidents (e.g., a May 2025 Telefonica-related mobile outage) and post-2025 power outage resilience discussions (draft regulations, CNMC opinions into March 2026) exist but are not recent developments.[[12]](https://www.fierce-network.com/wireless/2nd-major-cellular-disruption-weeks-hits-spain)

**Summary flag:** Nothing in the last 60 days indicates a significant shift from the baseline (youth male unemployment stable around 23%, moderate fuse score). The May 2026 Madrid housing protests highlight ongoing economic stressors for youth that could compound grievances, and the documented trend of young men’s political shift toward the radical right (tied to housing/wages) remains a structural factor worth monitoring. All data drawn from public web sources as of June 2026.

**INE (Instituto Nacional de Estadística) / INEbase OpenAPI**  
- URL: https://www.ine.es/en/ (OpenAPI docs at https://www.ine.es/OpenAPI/en/index.html or via datos.gob.es)  
- API: Yes (JSON OpenAPI/Swagger; also machine-readable downloads and API identifiers)  
- Update frequency: Quarterly (e.g., Economically Active Population Survey/EPA for unemployment, activity/employment rates by age/sex/region; labor market data)  
- Auth required: None (public)  

**Banco de España (BdE) Statistics Web Service (API)**  
- URL: https://www.bde.es/webbe/en/estadisticas/recursos/api-estadisticas-bde.html (main stats: https://www.bde.es/wbe/en/estadisticas/)  
- API: Yes (REST/JSON; URL-based queries for series)  
- Update frequency: Varies (annual, quarterly, monthly for economic/financial indicators, including employment-related)  
- Auth required: None (public)  

**Eurostat**  
- URL: https://ec.europa.eu/eurostat (data browser and APIs)  
- API: Yes (STATISTICS REST, SDMX 2.1/3.0; JSON/XML/CSV)  
- Update frequency: Twice daily (if new data available); youth unemployment, labor force, poverty indicators with Spain breakdowns  
- Auth required: None (public/open data)  

**European Central Bank (ECB) Data Portal**  
- URL: https://data.ecb.europa.eu/ (API docs: https://data.ecb.europa.eu/help/api/overview)  
- API: Yes (SDMX 2.1 RESTful web service)  
- Update frequency: As new data released (economic/financial indicators relevant to youth employment/economic instability)  
- Auth required: None (public)  

**El País RSS feeds (example of reliable Spanish news)**  
- URL: https://feeds.elpais.com/mrss-s/pages/ep/site/elpais.com/portada (others: El Confidencial, eldiario.es, The Local Spain)  
- API/RSS: RSS feeds (machine-readable syndication; no dedicated JSON API noted)  
- Update frequency: As published (real-time/daily coverage of Spain)  
- Auth required: None (public)  

**Notes**:  
- No prominent NGO/think-tank public APIs specifically for Spain youth/poverty/crisis monitoring were identified beyond aggregated sources like Eurostat/INE (e.g., at-risk-of-poverty rates). datos.gob.es aggregates additional Spanish open datasets with API access.  
- All listed sources provide direct, non-modeled/raw or official data suitable for Spain (Europe & Central Asia region). They complement the already-used sources (World Bank, etc.).

**No major shifts from the baseline (youth unemployment 15-24 male ~22.2% in 2025; national instability fuse score 40.1/100) in the last ~60 days (mid-April to early June 2026).** Youth unemployment rates have fluctuated but remain elevated compared to pre-2025 trends, with ongoing economic headwinds. No significant political/security events, protests, or infrastructure disruptions affecting young men (18-35) were identified.[[1]](https://tradingeconomics.com/finland/youth-unemployment-rate)[[2]](https://vm.fi/en/economic-survey-spring-2026)

### 1. Youth/Male Unemployment Data Releases
- **Statistics Finland (Labour Force Survey)**: 
  - March 2026: Youth (15-24) unemployment rate at 24.3% (down 0.9 pp year-over-year); trend rate 22.0%. Share of unemployed youth in the age-group population: 11.5%.[[3]](https://stat.fi/en/publication/cmfp8krfh9xpz08urq66cuzar)
  - February 2026: 24.6% (up 0.7 pp YoY); trend 22.9%; population share 12.1%.[[4]](https://stat.fi/en/publication/cmfp8h79k9vzt08urs1183am0)
  - January 2026: 23.7% (up 3.6 pp YoY); trend 22.8%.[[5]](https://www.dailyfinland.fi/business/47997/Unemployment-rate-rises-in-Finland-in-Jan)
  - April 2026: Reports vary by source/measure—Trading Economics (Statistics Finland data) shows 28% (up from 24.3% in March); Eurostat-linked data shows ~22.4%. Overall unemployment hit 11.6% in April (worst in years).[[1]](https://tradingeconomics.com/finland/youth-unemployment-rate)[[6]](https://www.reddit.com/r/Finland/comments/1tp6645/finland_just_hit_116_april_unemployment_worst_in/)
- Annual 2025 youth (15-24 total) unemployment: 21.479% (World Bank/ILO modelled estimates via FRED). No new male-specific 15-24 breakdown released in the period matching the 22.2% baseline exactly.[[7]](https://fred.stlouisfed.org/series/SLUEM1524ZSFIN)
- **Ministry of Economic Affairs and Employment forecast (19 May 2026)**: Young unemployed projected at ~42,000–43,000 in 2026; overall unemployment rate ~10.2% for the year (improvement expected post-summer 2026).[[8]](https://valtioneuvosto.fi/en/-/1410877/labour-market-forecast-long-term-unemployment-to-start-declining-after-summer-2026)
- No new ILO or World Bank global releases specifically updating Finland youth/male unemployment in the last 60 days (latest modelled data referenced through early 2026).[[9]](https://data.worldbank.org/indicator/SL.UEM.1524.NE.ZS?locations=FI)

**Note**: Rates remain above longer-term averages and show volatility; male-specific data is sparse in recent monthly releases.

### 2. Political, Security, or Economic Events Affecting Young Men (18-35)
- No protests, coup attempts, militia recruitment, or youth-specific security incidents reported.
- **Economic pressures**: Spring 2026 Economic Survey (30 April 2026) notes delayed recovery due to Middle East crisis and rising energy prices; GDP growth forecast at only 0.6% for 2026 (accelerating to 1.7% in 2027–28). Unemployment remains high; domestic demand weakened. Defence and energy transition investments provide some support.[[2]](https://vm.fi/en/economic-survey-spring-2026)
- Broader context: Persistent high unemployment and sluggish growth could indirectly pressure young men, but no acute shocks (e.g., currency issues) materialized.

### 3. NGO/Academic Reports on Youth Situation (2025–2026)
- **EU Education and Training Monitor 2025 (Finland country report)**: Highlights declining basic skills (e.g., PISA trends), rising early leavers from education/training (9.6% in 2024, above EU average), equity concerns (higher rates for rural/foreign-born youth), and mental health challenges including increased loneliness, depression, and anxiety among young people. Digital skills remain relatively strong but slightly declined. Changes to lesson hours effective August 2025.[[10]](https://op.europa.eu/webpub/eac/education-and-training-monitor/en/country-reports/finland.html)
- UN Special Rapporteur on the right to education (recent visit statement): Noted adaptation challenges in Finland’s education system, with concerns over declining achievements, teacher shortages, and rising mental health issues (loneliness/depression/anxiety) among youth.[[11]](https://unric.org/en/finland-right-to-education/)
- Related activity: International Conference on Youth Mental Health (Helsinki, 23 April 2026); EU4Youth study visit on youth mental health (Helsinki, 4–10 April 2026); ongoing partnerships (e.g., Sekasin Chat for ages 12–29).[[12]](https://www.instagram.com/p/DXeg7Cujd8v/)[[13]](https://www.eeas.europa.eu/delegations/moldova/mental-health-perspectives-finland-moldova_en?s=223)
- Earlier: Finland’s Youth, Peace and Security National Action Plan (December 2025) flagged school violence, bullying, discrimination, and social exclusion as key youth challenges.[[14]](https://cnxus.org/wp-content/uploads/2025/01/UM_2025_6eng.pdf)

No major new NGO/academic reports published in the exact last 60 days beyond these references and events.

### 4. Internet/Mobile Infrastructure Changes
- No shutdowns, major rollouts, or broad coverage changes.
- **Localised interference**: Increased GNSS and mobile network interference in spring 2026, particularly in south-eastern Finland near the eastern border (e.g., Lappeenranta–Vaalimaa area). Disruptions can occur daytime; monitored by Traficom. Likely external/geopolitical in origin but limited/localised impact.[[15]](https://rntfnd.org/2026/04/23/finland-cellular-also-impacted-by-interference/)
- Ongoing long-term fibre/broadband goals (pre-2025 strategy) and RRP investments continue without new 2026 disruptions noted.

**Overall assessment**: Data shows youth unemployment remaining elevated/volative (around or above the 22.2% baseline in recent months) amid economic slowdown, with persistent mental health and skills concerns in education reports. Border-area connectivity interference is a minor localised factor but does not indicate broader instability. No developments appear to significantly elevate the national instability fuse score from 40.1/100. Sources primarily from Statistics Finland, Trading Economics, EU/OECD reports, and official Finnish government sites.

**Here is a curated list of relevant, accessible non-inference data sources for Finland (focusing on labor/unemployment, youth/economic indicators, and related instability factors).** All are public or openly accessible and complement the sources you already use (e.g., Eurostat adds granular Europe-wide breakdowns with Finland disaggregation). Details are based on official documentation and public availability as of mid-2026.[[1]](https://stat.fi/en/services/statistical-data-services/open-data-and-interfaces/interface-use-of-databases)[[2]](https://www.suomenpankki.fi/en/statistics/open-data/)[[3]](https://ec.europa.eu/eurostat/web/user-guides/data-browser/api-data-access/api-introduction)

- **Statistics Finland (Tilastokeskus) – Labour Force Survey / StatFin databases**: URL: https://stat.fi (PxWeb interface at stat.fi/en/services/statistical-data-services/open-data-and-interfaces). API: Yes (PxWeb REST API supporting JSON, JSON-stat, CSV, PX, etc.). Update frequency: Monthly/quarterly/annually (e.g., unemployment rates by age group, including youth 15-24/15-74). Auth required: None (open/public, free downloads and queries). Machine-readable exports and direct database queries available; strong coverage of unemployment, employment, and labor participation.[[4]](https://stat.fi/en/statistics/tyti)[[1]](https://stat.fi/en/services/statistical-data-services/open-data-and-interfaces/interface-use-of-databases)

- **Bank of Finland (Suomen Pankki) Open Data Portal (joint with FIN-FSA)**: URL: https://portal.boffsaopendata.fi/apis (or https://www.suomenpankki.fi/en/statistics/open-data/). API: Yes (time series APIs for statistical figures). Update frequency: Regular (economic and financial indicators, labor market context). Auth required: None (public/open APIs, free). Covers economic indicators relevant to youth employment and instability; interactive time series access.[[2]](https://www.suomenpankki.fi/en/statistics/open-data/)

- **Eurostat (European Statistical Office)**: URL: https://ec.europa.eu/eurostat (data browser and APIs). API: Yes (REST/SMDX APIs for data and metadata; public Statistics API). Update frequency: Monthly/quarterly (unemployment rates including youth 15-24, labor force by age/sex, with Finland country breakdowns). Auth required: None (free, no keys/tokens required; public HTTPS access). Excellent regional Europe & Central Asia coverage with granular Finland data on youth unemployment and employment.[[3]](https://ec.europa.eu/eurostat/web/user-guides/data-browser/api-data-access/api-introduction)[[5]](https://ec.europa.eu/eurostat/web/products-euro-indicators/w/3-01092025-ap)

- **OECD Data Explorer / SDMX API (Employment Database and related)**: URL: https://data-explorer.oecd.org (or OECD API docs). API: Yes (SDMX-based REST API). Update frequency: Regular/periodic (labor market, youth employment/unemployment indicators with country breakdowns). Auth required: None (free public access). Complements Eurostat with OECD-specific youth and employment metrics for Finland.[[6]](https://www.oecd.org/en/data/insights/data-explainers/2024/09/api.html)

- **Finland news RSS feeds (aggregated/reliable sources)**: URLs: Various, e.g., via https://rss.feedspot.com/finland_news_rss_feeds/ (examples include major outlets like Helsingin Sanomat, Yle News, or economic-focused feeds). API: No (RSS/Atom feeds instead of full APIs; some sites may offer additional endpoints). Update frequency: Real-time to daily/hourly. Auth required: None (public feeds). Reliable for monitoring local/regional coverage of economic instability, youth issues, or crises; machine-readable for ingestion.[[7]](https://rss.feedspot.com/finland_news_rss_feeds/)

No prominent Finland-specific NGO/think tank public data APIs focused on poverty/crisis monitoring were identified in available sources (general open data portals or international orgs like the World Bank/ILO already cover much of this via your existing pulls). OECD and Eurostat remain the strongest regional options with Finland breakdowns. All listed sources emphasize free/public access with no paid tiers required for core data.

**No major new releases from ILO, World Bank, or Statistics Sweden (SCB) provide updated national male youth (15-24) unemployment figures beyond 2025 baselines in the last 60 days (post ~April 11, 2026).**[[1]](https://data.worldbank.org/indicator/SL.UEM.1524.NE.ZS?locations=SE)[[2]](https://fred.stlouisfed.org/series/SLUEM1524ZSSWE)

SCB Labour Force Surveys (LFS) for early 2026 report overall youth (15-24) unemployment rates fluctuating around 23–26.5%:
- April 2026: 26.5% (179,000 unemployed; seasonally adjusted 24.4%).[[3]](https://tradingeconomics.com/sweden/unemployment-rate)
- February 2026: 24.5% (169,000 unemployed).[[4]](https://www.scb.se/en/finding-statistics/statistics-by-subject-area/labour-market/labour-force-supply/labour-force-surveys-lfs/pong/statistical-news/labour-force-surveys-lfs-february-2026/)
- January 2026: 23.3–23.9%.[[5]](https://www.scb.se/en/finding-statistics/statistics-by-subject-area/labour-market/labour-force-supply/labour-force-surveys-lfs/pong/statistical-news/labour-force-surveys-lfs-january-2026/)

These are total youth figures (not male-specific) and align closely with the 2025 modeled ILO/World Bank total youth rate of ~24.3%.[[2]](https://fred.stlouisfed.org/series/SLUEM1524ZSSWE) No evidence of significant upward or downward shifts in male-specific rates from the 25.2% baseline.

**No significant political, security, or economic shocks (e.g., protests, coups, militia recruitment, or currency crises) directly tied to young men (18-35) in the last 60 days.** The April 13, 2026 Spring Budget emphasized organized crime crackdowns, police resources, and initiatives against men’s violence against women, but without major new economic disruptions.[[6]](https://www.government.se/articles/2026/04/the-2026-spring-budget-in-five-minutes/)

Youth-related events were largely positive or neutral, such as the Eastern Partnership Youth Conference (May 12–13, 2026, Stockholm) and various EU youth forums.[[7]](https://www.instagram.com/p/DZUO9bwCGoa/)

**Notable development on youth crime/gang involvement (potentially relevant to instability):** In early June 2026, Sweden advanced plans to lower the age of criminal responsibility from 15 to 13 (on a trial basis for serious offenses like murder/attempted murder), with parliamentary vote expected mid-June. This responds to rising gang-related violence involving minors as young as 11–13 (e.g., shootings, bombings), with gangs recruiting via social media. Prisons are being adapted for younger offenders; last year saw 52 children under 15 tried for murder/attempted murder.[[8]](https://www.dw.com/en/sweden-mulls-prison-for-young-teens-as-violent-crime-rises/a-77435410)[[9]](https://www.reuters.com/world/sweden-prepares-prisons-13-year-old-gang-killers-2026-06-02/) This primarily affects young males and signals heightened youth exposure to organized crime, which could elevate instability risks beyond the baseline fuse score.

**NGO/academic reports:** No major new 2025/2026 NGO or academic reports specifically on Sweden’s youth instability or male youth situation were identified in recent searches. Related 2025 outputs include OECD Education at a Glance (Sweden country note) and ongoing discussions of youth mental health strategies/school reforms.[[10]](https://www.oecd.org/en/publications/education-at-a-glance-2025_1a3543e2-en/sweden_d448205b-en.html)

**Internet/mobile infrastructure:** No shutdowns, coverage losses, or major access changes reported. Sweden continues 5G rollout and digital connectivity goals (e.g., high-speed access targets under “Completely Connected Sweden by 2025” and 2025–2030 digitalisation strategy).[[11]](https://digital-strategy.ec.europa.eu/en/policies/digital-connectivity-sweden)

A policy change restricts youth phone access: Nationwide ban on mobile phones in primary/lower-secondary schools starting August 2026 (students must hand in devices at the start of the day), aimed at reducing distractions and improving focus amid concerns over screen time and learning outcomes.[[12]](https://www.youtube.com/watch?v=sh5-lfQ0CAY)[[13]](https://www.instagram.com/reel/DZXz7gkoNxp/)

**Overall assessment:** Unemployment data remains consistent with the 25.2% baseline (no major deviation). The gang crime/criminal responsibility reform represents the most notable recent development potentially shifting the youth instability picture upward for young men, due to increased focus on their involvement in violence and recruitment. No other factors (events, reports, or infrastructure) indicate significant changes. Sources primarily include SCB LFS releases, World Bank/ILO data portals, Reuters/DW reporting on crime policy, and government digital strategy pages (accessed via searches as of June 2026).

**Here is a bullet list of relevant non-inference data sources for Sweden (focused on youth-relevant indicators like unemployment/labor, economic conditions, and related monitoring).** These complement the sources already in use. Details are based on official documentation and availability as of the latest information.

- **Statistics Sweden (SCB) – Open Data / PX-Web API**: https://www.scb.se/en/services/open-data-api/ (Statistical Database / Labour Force Surveys and related labor/unemployment tables). API: Yes (REST/PX-Web API for querying and downloading datasets). Update frequency: Varies by dataset (monthly or quarterly for core labor force and unemployment stats; annual for others). Auth required: None (open data, free of charge under CC0).[[1]](https://www.scb.se/en/services/open-data-api/)

- **Sveriges Riksbank (Central Bank) – API Portal**: https://developer.api.riksbank.se/ (interest rates, exchange rates, macro forecasts/outcomes including labor market variables). API: Yes (REST API). Update frequency: Varies (e.g., policy rate and inflation monthly; labor market/GDP forecasts quarterly in line with Monetary Policy Reports). Auth required: None for basic/public access; free registration for higher rate limits.[[2]](https://www.riksbank.se/en-gb/statistics/interest-rates-and-exchange-rates/retrieving-interest-rates-and-exchange-rates-via-api/)

- **Eurostat – REST/SDMX API**: https://ec.europa.eu/eurostat (youth unemployment, labor force participation, and broader economic/social indicators with Sweden country breakdowns). API: Yes (REST API supporting JSON, SDMX, etc.). Update frequency: Twice daily (when new data available). Auth required: None (public/open access).[[3]](https://ec.europa.eu/eurostat/web/user-guides/data-browser/api-data-access/api-introduction)

- **Ministry of Finance (Sweden) – Economic Forecasts**: https://www.government.se/government-of-sweden/ministry-of-finance/central-government-budget/economic-forecasts/ (key indicators and forecasts, including labor market elements). API: No (primarily Excel downloads of tables/forecasts). Update frequency: Multiple times per year (e.g., Spring Fiscal Policy Bill, Budget Bill). Auth required: None (public downloads).

- **World News API (Sweden-specific endpoint)**: https://worldnewsapi.com/docs/news-sources/sweden-news-api/ (aggregates from ~72 Swedish sources for reliable local/regional coverage). API: Yes. Update frequency: Near real-time (hundreds of articles daily). Auth required: Free tier with limits; paid for higher volume.

- **Swedish news outlets RSS feeds** (e.g., SVT, Dagens Nyheter, Aftonbladet, The Local Sweden): Individual outlet RSS endpoints (searchable via aggregators like Feedspot or GitHub RSS lists). API: Partial (RSS as lightweight machine-readable feeds). Update frequency: As published (typically daily or more frequent for major outlets). Auth required: None.

- **Humanitarian Data Exchange (HDX) – Sweden datasets**: https://data.humdata.org/m/group/swe (crisis/response and related humanitarian/poverty-linked data from multiple organizations). API: No (primarily dataset downloads; some organizations may offer separate APIs). Update frequency: Varies by contributor. Auth required: None for downloads.

No prominent public APIs were identified from Swedish NGOs/think tanks specifically for youth poverty, crisis monitoring, or similar (data is often available via reports, Eurostat/SCB derivatives, or one-off downloads). Regional options like OECD (API available) overlap with Europe-wide coverage but are not Sweden-exclusive. All listed sources emphasize official or aggregated public data with transparent access.

**No new official government, ILO, or World Bank releases on youth (15-24) or male unemployment rates for Lebanon appear in the last 60 days (roughly April–June 2026).** Latest modeled ILO/World Bank estimates remain anchored in 2023 data (~22.7–23.6% total youth unemployment).[[1]](https://fred.stlouisfed.org/series/SLUEM1524ZSLBN)[[2]](https://tradingeconomics.com/lebanon/unemployment-youth-total-percent-of-total-labor-force-ages-15-24-wb-data.html)

Earlier 2022 CAS/ILO survey data showed much higher figures (youth unemployment ~47.8%; overall unemployment 29.6%). Recent 2025–early 2026 analyses and estimates cite national unemployment around 30–38% and youth rates exceeding 50–53% (with limited absorption of ~39,000–43,000 graduates annually).[[3]](https://blog.blominvestbank.com/ilo-lebanons-employment-ratio-falls-to-30-6-and-youth-unemployment-rises-to-47-8/)[[4]](https://www.baynetna.media/en/is-lebanons-economic-recovery-in-2026-a-myth-for-youth-employment/)[[5]](https://www.thebeiruter.com/article/youth-unemployment-lebanon%E2%80%99s-silent-emergency/835)

These are not fresh 2025/2026 survey releases but ongoing crisis assessments. No shifts from the 23.3% (2023 male 15-24) baseline in new data.

**Significant security and economic developments affecting young men (18-35) dominate the period.** The 2026 Lebanon war escalated sharply from early March 2026 (following US-Israeli actions against Iran and Hezbollah responses), with sustained Israeli airstrikes, ground operations in southern Lebanon (including buffer zone efforts south of the Litani), and Hezbollah rocket/drone attacks. Key figures (as of late April 2026 updates): at least 2,489 killed and 7,719 injured in Lebanon; over 1 million internally displaced.[[6]](https://www.securitycouncilreport.org/monthly-forecast/2026-05/lebanon-38.php)[[7]](https://en.wikipedia.org/wiki/2026_Lebanon_war)

This has caused mass displacement, humanitarian strain, and direct risks to young men via combat, recruitment pressures (e.g., Hezbollah involvement), and economic fallout. Protests occurred in Beirut (e.g., against the 2026 state budget in late January, with violent clashes; April demonstrations against PM negotiations with Israel involving Hezbollah supporters).[[8]](https://www.instagram.com/reel/DUGMbf2iPc7/)[[9]](https://www.youtube.com/watch?v=3lZm4aHkHE8)

Ongoing conflict since March represents a major escalation beyond the baseline instability fuse score (41.8/100), likely driving sharp deterioration through violence, displacement, and economic shocks.

**Notable NGO/academic or related reports on youth (published or covering 2025/early 2026):** 
- Human Rights Watch World Report 2026 (Lebanon chapter) details 2025 events, including conflict impacts.[[10]](https://www.hrw.org/world-report/2026/country-chapters/lebanon)
- UNRWA emergency response reports (launched March 4, 2026) cover displacement and needs (e.g., Situation Report #6/#7 as of April 2026).[[11]](https://www.unrwa.org/resources/reports/unrwa-situation-report-7-lebanon-emergency-response-2026)
- Other analyses (e.g., February 2026 pieces on post-2024 conflict recovery for children/youth; education and labor market reports) highlight barriers, informal work, and limited opportunities amid crisis.[[12]](https://reliefweb.int/report/lebanon/children-conflict-lebanon-post-war-recovery-and-reintegration-pathways-february-6-2026-final-report)

These underscore worsening conditions but predate or align with the March 2026 escalation.

**Internet/mobile infrastructure:** Conflict-related damage (at least 18 telecom towers affected per UNDP, per Freedom on the Net 2025 report) has disrupted access, especially in southern Lebanon and Beirut suburbs, with prolonged outages in impacted areas following 2024–2025 hostilities. No nationwide intentional shutdowns reported for Lebanon in 2025–2026; issues stem primarily from infrastructure damage and electricity problems rather than deliberate blackouts.[[13]](https://freedomhouse.org/country/lebanon/freedom-net/2025)

**Overall assessment:** The baseline youth unemployment and instability score are unchanged by new data releases. However, the March 2026 war escalation, heavy casualties/displacement, protests, and infrastructure damage represent a **significant negative shift** in the youth instability picture, amplifying risks for young men through violence, economic collapse, and potential militia dynamics. Sources are primarily from World Bank/ILO data portals, news analyses (e.g., The Beiruter, Baynetna), UN reports, and Freedom House. URLs provided in citations above.

**CAS Lebanon (Central Administration of Statistics)**  
- URL: http://www.cas.gov.lb/ (sections on demographic/social stats, labor force, publications, microdata)  
- API: No  
- Update frequency: Irregular (key labor force/household surveys e.g. 2018-2019 LFHLCS with microdata files + 2022 follow-up; some monthly/annual indicators)  
- Auth: None (public PDF/excel/microdata downloads)[[1]](http://www.cas.gov.lb/index.php/demographic-and-social-en)[[2]](http://www.cas.gov.lb/)

**Banque du Liban (BDL) – Economic & Financial Data**  
- URL: https://www.bdl.gov.lb/statisticsandresearch.php or /economicandfinancialdata.php (balance sheets, money supply, exchange rates, treasury bills, etc.)  
- API: No  
- Update frequency: Weekly to monthly (various series; Excel/CSV exports available)  
- Auth: None (public downloads/tables)[[3]](https://www.bdl.gov.lb/economicandfinancialdata.php)[[4]](https://www.bdl.gov.lb/statisticsandresearch.php)

**Arab Development Portal / UN ESCWA Data Hub & Portals** (covers Arab/MENA countries including Lebanon, with some broader regional relevance)  
- URL: https://data.unescwa.org/ or https://dataportal.unescwa.org/ (plus Arab SDG Monitor, external trade platform, data catalog)  
- API: Partial (web portals with query/download tools, data catalog; SDMX elements in some SDG tools; no prominent public REST API noted)  
- Update frequency: Varies by indicator/dataset (ongoing compilation from national sources)  
- Auth: None (public access; some tools may require registration)[[5]](https://www.unescwa.org/portal/data)[[6]](https://data.unescwa.org/)[[6]](https://data.unescwa.org/)

**Asian Development Bank (ADB) Data Library** (Pakistan & Afghanistan coverage; Lebanon not primary but useful for regional MANAP context)  
- URL: https://data.adb.org/  
- API: No (downloadable datasets/dashboards)  
- Update frequency: Varies (economic, social indicators by country)  
- Auth: None (public)[[7]](https://data.adb.org/)

**Islamic Development Bank (IsDB) resources** (member countries including Lebanon, Pakistan, Afghanistan)  
- URL: https://www.isdb.org/ (country focus/reports; statistical publications)  
- API: No (reports and select data)  
- Update frequency: Annual/project-based  
- Auth: None (public reports)[[8]](https://www.isdb.org/isdb-member-countries)

**Open Data Lebanon** (aggregator of public Lebanese datasets, including economic/labor-related)  
- URL: https://www.opendatalebanon.org/  
- API: No (searchable/downloadable datasets)  
- Update frequency: Varies (community/government-sourced)  
- Auth: None (public)[[9]](https://www.opendatalebanon.org/en)

**LBCI (and similar Lebanese media) RSS feeds** (reliable local/regional coverage)  
- URL: https://www.lbcgroup.tv/rss/en (example; others via feedspot lists or direct site RSS)  
- API: RSS (machine-readable feeds; some news APIs aggregate Lebanon sources)  
- Update frequency: Real-time/as published  
- Auth: None (public RSS)[[10]](https://www.lbcgroup.tv/rss/en)

**Notes**: No prominent public APIs were identified for CAS or BDL core data (downloads predominate). ESCWA portals offer the strongest structured regional access with Lebanon breakdowns. News RSS provides timely signals but requires parsing. Verify current status directly, as sites evolve. These complement the listed existing sources (World Bank, ACLED, etc.).

**No major shifts detected from the provided baseline (national youth unemployment 15.8% for males 15-24 in 2025; national instability fuse score 43.0/100) in the last ~60 days (mid-April to early June 2026) specific to Kabul metro.** Persistent economic pressures on youth (particularly educated young men) continue, with anecdotal evidence of worsening job access in the capital due to nepotism and limited opportunities, but no new Kabul-specific quantitative unemployment or labor market statistics. National-level World Bank and UN commentary highlights ongoing labor market strains (e.g., from returnee inflows) that likely affect Kabul as the economic hub.[[1]](https://8am.media/eng/kabul-youth-unemployment-job-opportunities/)[[2]](https://www.worldbank.org/ext/en/country/afghanistan)

### 1. Local Labor Market/Unemployment Data Specific to Kabul Metro
No official provincial or city-level unemployment rates for Kabul metro were identified in recent sources (most data remains national). Anecdotal reports from Kabul residents emphasize rising youth unemployment and barriers:

- A May 18, 2026, report details complaints from young Kabul residents (including those with advanced degrees) about sharply reduced private-sector hiring, government jobs reserved for Taliban-connected individuals, and overall shrinking opportunities. This has driven some toward migration, informal/low-paying work, or dropping studies. World Bank data cited: unemployment in Afghanistan has “doubled,” with roughly one in four young people out of work.[[1]](https://8am.media/eng/kabul-youth-unemployment-job-opportunities/)
- A related early-2026 report (around Ramadan period) notes Kabul-specific pressures: master’s-level graduates unemployed; private firms avoiding educated youth amid Taliban influence; students dropping courses due to family financial strain from unemployment.[[3]](https://8am.media/eng/ramadan-amid-unemployment-and-poverty-empty-tables-in-kabul-and-growing-concerns-over-afghanistans-economic-future/)

These align with broader 2025–2026 World Bank/UNDP trends of high youth unemployment and labor market pressures but provide no numeric updates exceeding the 15.8% baseline.

### 2. Political/Security/Economic Events in Kabul Affecting Young Men (18-35)
- **Economic/employment shocks**: Ongoing high poverty, returnee-driven labor competition, and nepotism in hiring continue to affect young men in Kabul. No mass layoffs or industry-specific shocks reported in the capital in the last 60 days. Youth describe mental health and economic stability tolls.[[1]](https://8am.media/eng/kabul-youth-unemployment-job-opportunities/)[[3]](https://8am.media/eng/ramadan-amid-unemployment-and-poverty-empty-tables-in-kabul-and-growing-concerns-over-afghanistans-economic-future/)
- **Security/protests/militia**: No major Kabul-specific protests, militia activity, or youth-targeted crackdowns identified in the period. A recent UNAMA report (noted ~June 9, 2026) indicates national security incidents rose more than 50%, including killings and arbitrary arrests/detentions, but details are not Kabul- or youth-specific. Earlier 2026 cross-border incidents (e.g., March Pakistani strikes affecting Kabul areas) fall outside the 60-day window.[[4]](https://www.afintl.com/en/202606090384)
- Broader context: Taliban governance restricts opportunities, with educated youth particularly impacted.

### 3. NGO/Think-Tank Reports on Kabul’s Youth Situation (2025–2026)
- World Bank Afghanistan Development Update and related employment policy notes (2025, with 2025–2026 projections) emphasize youth employment challenges, high youth unemployment, women’s exclusion, and risks from rapid population growth/returnees. Kabul-specific focus is limited.[[5]](https://thedocs.worldbank.org/en/doc/71dd45bbb425564ee41e22e1dc2c2f57-0310012025/original/Afghanistan-Development-Update-April-2025-Final.pdf)[[6]](https://thedocs.worldbank.org/en/doc/235ca6d24cc8d08112064fc153f9bf13-0310012025/original/Afghanistan-Policy-Note-Employment-April-2025.pdf)
- June 2026 UN reporting highlights a “lost generation of talent and potential” amid education and economic restrictions (primarily noting girls/women but tied to broader youth/economy impacts).[[7]](https://news.un.org/en/story/2026/06/1167677)
- Other 2025–2026 analyses (e.g., BTI 2026 Afghanistan report) note high unemployment, youth out-migration of skilled workers, and limited participation, without new Kabul metro metrics.[[8]](https://bti-project.org/en/reports/country-report/AFG)
No dedicated 2025/early 2026 NGO reports exclusively on Kabul youth were surfaced.

### 4. Internet/Mobile Infrastructure Changes in Kabul
No shutdowns, outages, or major rollouts reported in Kabul during the last 60 days. The most recent notable event was a nationwide fiber-optic internet and mobile disruption in late September 2025 (lasting ~2 days, affecting Kabul), well outside the window.[[9]](https://blog.cloudflare.com/nationwide-internet-shutdown-in-afghanistan/)[[10]](https://www.cbsnews.com/news/afghanistan-internet-returns-taliban-2-day-web-blackout-telecom/) Services appear stable recently based on available data.

**Summary flag**: No developments identified that would significantly alter the baseline instability picture for Kabul metro. Youth unemployment pressures remain elevated with qualitative signs of continued or worsening access barriers in the capital; monitor for new local statistics or escalation in returnee-related competition or security incidents. All data drawn from open web sources as of early June 2026.

**NSIA (National Statistics and Information Authority, formerly CSO) – sub-national statistics and surveys (incl. labor/ALCS data)**  
- URL: https://nsia.gov.af/ (official site; data often mirrored/released via HDX)  
- API: No (basic site; machine-readable downloads/reports via HDX or publications)  
- Update frequency: Irregular/survey-based (e.g., ALCS last major round ~2016-17 with provincial breakdowns; population estimates periodic)  
- Auth required: None (public downloads)  
- Geographic granularity: Provincial (admin-1) and district (admin-2) in key datasets like population and living conditions surveys; Kabul province/district covered.[[1]](https://ghdx.healthdata.org/organizations/national-statistic-and-information-authority-nsia-afghanistan)[[2]](https://data.humdata.org/dataset/cod-ps-afg)

**HDX Afghanistan Subnational Population Statistics (NSIA-sourced)**  
- URL: https://data.humdata.org/dataset/cod-ps-afg  
- API: No (CSV/XLSX downloads)  
- Update frequency: Periodic (e.g., 2021+ estimates based on prior studies; recent files ~2025-2026)  
- Auth required: None (free registration optional)  
- Geographic granularity: Admin-0/1/2 (provinces and districts, including Kabul).[[2]](https://data.humdata.org/dataset/cod-ps-afg)

**HDX Afghanistan Subnational Administrative Boundaries (COD-AB)**  
- URL: https://data.humdata.org/dataset/cod-ab-afg  
- API: No (shapefiles/Excel downloads)  
- Update frequency: Periodic (version 03; notes on 401 districts in use)  
- Auth required: None  
- Geographic granularity: Admin-1 (34 provinces, incl. Kabul) and admin-2 (districts); useful for ACLED filtering.[[3]](https://data.humdata.org/dataset/cod-ab-afg)

**ACLED event data with sub-national filters (admin codes for Kabul)**  
- URL: ACLED platform/API (already in use) + boundaries above  
- API: Yes (full ACLED API)  
- Update frequency: Ongoing/real-time or near-real-time  
- Auth required: Free registration for API access  
- Geographic granularity: Event-level with admin1 (Kabul province), admin2 (Kabul district/city), plus geoprecision codes; filterable to metro/Kabul.[[4]](https://acleddata.com/methodology/acleds-methodology-afghanistan)

**Pajhwok Afghan News RSS feeds (Dari/Pashto/English coverage of Kabul)**  
- URL: https://pajhwok.com/feed/ (main feed; site pajhwok.com)  
- API: RSS feeds (partial/API-like syndication)  
- Update frequency: Daily (multiple stories/day)  
- Auth required: None  
- Geographic granularity: National with strong Kabul/urban focus (local reporting).[[5]](https://rss.feedspot.com/afghanistan_news_rss_feeds/)

**Afghanistan Analysts Network (AAN) – Kabul-focused reports and analysis**  
- URL: https://www.afghanistan-analysts.org/ (English; reports/dossiers)  
- API: No (publication archive; some RSS on site)  
- Update frequency: Irregular (multiple reports/year on Kabul-specific topics like urban issues, youth, poverty, environment)  
- Auth required: None  
- Geographic granularity: City/provincial analysis with Kabul emphasis.[[6]](https://www.afghanistan-analysts.org/en/)

**Notes**:  
- Municipal/Kabul-specific bureau APIs or real-time machine-readable data appear very limited or unavailable publicly post-2021 (NSIA is the primary national source feeding sub-national stats).  
- Labor/unemployment sub-national data is mostly from older ALCS/SDES surveys (provincial granularity via NSIA/HDX); recent disaggregated figures are scarce.  
- Local news RSS is strongest via Pajhwok and similar outlets.  
- Think tank/NGO sources like AAN provide contextual reports rather than raw APIs. All listed are publicly accessible/non-inference sources.

**No major new government, ILO, or World Bank releases on youth (or male-specific) unemployment in Bosnia and Herzegovina appear in the last ~60 days (roughly April–early June 2026).**[[1]](https://fred.stlouisfed.org/series/SLUEM1524ZSBIH)[[1]](https://fred.stlouisfed.org/series/SLUEM1524ZSBIH)

The most recent modeled ILO/World Bank estimate for total youth unemployment (15–24) is 28.201% for 2025 (FRED/World Bank data, updated Feb 25, 2026). This is slightly above the provided baseline of 26.5% for males 15–24 (national, 2025). Earlier 2025 quarterly LFS data (via Youthwiki, updated Feb 2026) showed youth unemployment at 30.2% in Q1 2025 and ~33.5% in Q3 2025.[[2]](https://national-policies.eacea.ec.europa.eu/youthwiki/chapters/bosnia-and-herzegovina/31-general-context)[[3]](https://sarajevotimes.com/analysis-statistical-overview-of-the-state-of-the-labor-market-in-bih/)

The Agency for Statistics of BiH (BHAS) released registered unemployment figures for March 2026 (May 20, 2026) and February 2026; as of April 30, 2026, total registered unemployed stood at 309,823 (no youth or male breakdown in available summaries). Labour Force Survey data remains the key source for age/gender specifics, with no 2026 quarterly youth figures released yet.[[4]](https://arz.gov.ba/en/portal/post/labour-market-overview-30-april-2026--1780399076917)

**No significant political, security, or economic shocks directly tied to young men (18–35) such as coup attempts, militia recruitment, or currency crises in the period.** Ongoing separatist rhetoric from RS leaders (post-2025 elections) and broader political tensions continue but show no acute youth-specific mobilization.[[5]](https://www.securitycouncilreport.org/monthly-forecast/2026-05/bosnia-and-herzegovina-15.php)

Localized youth-driven protests occurred in Sarajevo in February 2026 (following a Feb 12 tram accident that killed 23-year-old student Erdoan Morankić and injured others). Student- and youth-led demonstrations (thousands participating over multiple days) demanded accountability, safety reforms, and resignations; these contributed to the resignation of Sarajevo Canton Prime Minister Nihad Uk (Feb 15) and the GRAS director. Protests were largely peaceful and civic-focused rather than broadly destabilizing.[[6]](https://europeanwesternbalkans.com/2026/02/18/protesters-rally-in-sarajevo-demand-accountability-for-a-fatal-tram-crash/)[[7]](https://balkaninsight.com/2026/02/27/sarajevo-tram-protests-reflect-deeper-frustration-with-a-dysfunctional-bosnia/bi/)[[8]](https://monitor.civicus.org/explore/deadly-tram-accident-in-sarajevo-sparks-protests/)

**Notable 2025 NGO/academic reports on youth (published in 2025, with no major new 2026 equivalents identified):**
- UNICEF *Voices of Youth 2024* (May 23, 2025): Survey of 2,163 young people covering education, employment, socio-economic status, discrimination, mental health, and participation.[[9]](https://www.unicef.org/bih/en/reports/voices-youth-2024-insights-bosnia-and-herzegovina)
- UN BiH meta-analysis *Youth in Bosnia and Herzegovina: aspirations, frustrations, and futures* (Aug 12, 2025): Consolidates findings from six studies (2021–2024) on youth challenges and hopes.[[10]](https://bosniaherzegovina.un.org/en/299689-youth-bosnia-and-herzegovina-aspirations-frustrations-and-futures)

These align with persistent high youth unemployment and related frustrations but predate the baseline year.

**No reported changes to internet/mobile infrastructure (shutdowns, major rollouts, or coverage shifts) specific to BiH.** End-2025 figures (Digital 2026 report) show ~4.01 million mobile connections (128% of population) and 86.7% internet penetration; global discussions of shutdown trends do not reference BiH.[[11]](https://datareportal.com/reports/digital-2026-bosnia-and-herzegovina)

**Assessment vs. baseline:** Unemployment remains elevated and broadly consistent with the 26.5% male youth figure (total youth modeled at ~28% for 2025; quarterly LFS higher). The February 2026 Sarajevo protests highlight youth discontent with governance and services but were localized, led to a cantonal-level resignation, and do not indicate a significant national shift in the instability picture (baseline fuse score 43.2/100). No other red flags in the searched domains. Sources include World Bank/ILO data portals, BHAS releases, UNICEF/UN reports, Balkan Insight, and European Western Balkans.

**BHAS (Agency for Statistics of Bosnia and Herzegovina) – Labour Force Survey and related indicators (unemployment, employment rates, wages)**  
- URL: https://bhas.gov.ba/?lang=en (releases and time series under Publications/VremenskeSerije or Saopstenja)  
- API: No (no dedicated public API)  
- Machine-readable downloads: Partial (some Excel/XLS time series files alongside PDFs)  
- Update frequency: Quarterly (LFS) or monthly (some indicators like registered unemployment or wages)  
- Auth: None (free public access)[[1]](https://bhas.gov.ba/?lang=en)

**CBBH (Central Bank of Bosnia and Herzegovina) Statistics Web Portal – Economic/monetary indicators, balance of payments, financial stability data**  
- URL: https://www.cbbh.ba/content/read/915 (Statistics web portal; links to dashboards and archives)  
- API: No (portal-based access with downloads/reports; no API confirmed)  
- Update frequency: Monthly/quarterly/annual (various economic series, e.g., via Quarterly Bulletins or Monthly Economic Review)  
- Auth: None (free public access)[[2]](https://www.cbbh.ba/content/read/915)

**Western Balkans Regular Economic Report (World Bank) – Regional economic/labor/youth employment indicators with BiH country breakdowns**  
- URL: https://www.worldbank.org/en/region/eca/publication/western-balkans-regular-economic-report (semi-annual reports + country factsheets)  
- API: No (PDF/reports; data often aligns with World Bank API already in use)  
- Update frequency: Semi-annual  
- Auth: None (free)[[3]](https://www.worldbank.org/en/region/eca/publication/western-balkans-regular-economic-report)

**OECD Economic Convergence Scoreboard / South East Europe Programme – Western Balkans (incl. BiH) labor market, skills, and economic convergence data**  
- URL: https://www.oecd.org/en/publications/economic-convergence-scoreboard-for-the-western-balkans-2025_bc0babf3-en.html (or related SEE programme pages)  
- API: No (reports/databases with downloads)  
- Update frequency: Periodic/annual updates  
- Auth: None (free)[[4]](https://www.oecd.org/en/publications/economic-convergence-scoreboard-for-the-western-balkans-2025_bc0babf3-en/full-report/skills-cluster_92fcced8.html)

**Balkan Insight RSS feed – Reliable regional news coverage of Bosnia and Herzegovina (politics, economy, youth issues)**  
- URL: https://balkaninsight.com/category/bi/bosnia-and-herzegovina/feed/ (or main feed)  
- API: No (RSS feed for machine-readable news)  
- Update frequency: As published (daily/ongoing)  
- Auth: None (free)[[5]](https://balkaninsight.com/rss-feeds/)

**Additional notes on gaps**: No strong evidence of public APIs from BiH national sources (BHAS explicitly lacks one). Regional options like EBRD transition/ATQ data or UNECE are primarily report-based rather than API-driven. For crisis/poverty NGOs, platforms like HDX aggregate BiH data but are not BiH-specific APIs. Local news RSS (e.g., Nezavisne novine or others via feed aggregators) can supplement but vary in reliability. All listed sources are publicly accessible without paid tiers.

**No major shifts detected from the baseline (youth unemployment 15-24 male national ~22.9% in 2025; instability fuse score 43.3/100) in the last ~60 days (roughly April–early June 2026).** Youth unemployment (ages 14–24) has fluctuated in the 23–26% range amid overall unemployment of 7.4–7.8%, remaining elevated but stable relative to the baseline. No new government, ILO, or World Bank releases specifically updating male youth unemployment figures were identified. Ongoing security challenges (crime/drug trafficking) and youth-related social issues persist without acute new triggers like large-scale protests, coups, militia activity, or economic shocks in the period. Internet/mobile infrastructure shows no reported shutdowns, disruptions, or major coverage changes.[[1]](https://tradingeconomics.com/uruguay/unemployment-rate/news/530282)[[2]](https://bti-project.org/en/reports/country-report/URY)

**1. Youth unemployment data (government/ILO/World Bank releases):**  
Recent monthly labor data (via Trading Economics) shows youth (14–24) unemployment at:  
- 23.3% in April 2026 (down from 25.9% in March and 23.7% in February; overall unemployment 7.5% in April, down from 7.8% in March).[[1]](https://tradingeconomics.com/uruguay/unemployment-rate/news/530282)[[3]](https://www.tradingview.com/news/te_news:556247:0-uruguay-jobless-rate-declines-in-april/)  
- 25.6% in January 2026.  
These figures align closely with the 2025 baseline and older World Bank modeled estimates (youth total ~26.4% in 2024). No new ILO-modeled estimates or World Bank-specific Uruguay youth unemployment releases appeared for the period. The global ILO *Employment and Social Trends 2026* (referencing 2025 data) notes youth unemployment rose slightly to 12.4% globally in 2025, with projected modest declines in 2026 driven by upper-middle-income countries (Uruguay category); no country-specific Uruguay update.[[4]](https://researchrepository.ilo.org/view/pdfCoverPage?instCode=41ILO_INST&filePid=13147301370002676&download=true)

**2. Significant political, security, or economic events affecting young men (18–35):**  
- No reports of major protests, coup attempts, militia recruitment, currency crises, or acute economic shocks targeting or disproportionately affecting this group in the last 60 days. Demonstrations occur occasionally (often near universities or government sites in Montevideo) but remain largely peaceful.[[5]](https://www.osac.gov/Content/Report/559162b4-2baa-41f6-85d4-1d10cec93a34)  
- Security concerns remain elevated due to organized crime and drug trafficking (Uruguay as a transshipment point), with homicide rates historically around 10.5 per 100,000 (2024 data) and ongoing prison overcrowding/addictions issues noted in the BTI 2026 report. No new spikes or youth-specific militia links reported recently.[[2]](https://bti-project.org/en/reports/country-report/URY)[[6]](https://www.congress.gov/crs-product/IF10881)  
- Broader economic context includes stable but high youth joblessness and questions on informal sector transitions (raised in a February 2026 UN CESCR review, outside the 60-day window).[[7]](https://www.ungeneva.org/en/news-media/meeting-summary/2026/02/examen-de-luruguay-au-cescr-les-experts-se-penchent-notamment)

**3. Notable NGO or academic reports on Uruguay’s youth situation (2025):**  
- UNICEF Uruguay Annual Report 2025 (released February 2026) highlights adolescent mental health as an emerging focus, including support for the “Ni Silencio Ni Tabú” policy and new regional centers for psychological care (launched with government collaboration). It addresses education, poverty, and digital exclusion among children/adolescents.[[8]](https://open.unicef.org/download-pdf?country-name=Uruguay&year=2025)[[9]](https://www.unicefusa.org/where-unicef-works/south-america/uruguay)  
- BTI 2026 Uruguay Country Report (covering developments through ~2025) flags persistent challenges including child poverty, rising homicides/drug trafficking, prison issues, and the need for education/labor reforms to address inequality and youth prospects; no acute 2026 deterioration flagged.[[2]](https://bti-project.org/en/reports/country-report/URY)[[2]](https://bti-project.org/en/reports/country-report/URY)  
No other major new 2025-dated NGO/academic reports surfaced for the recent period.

**4. Internet/mobile infrastructure changes:**  
No reports of shutdowns, rollouts, coverage changes, or disruptions in Uruguay. The country maintains strong digital freedoms and internet access guarantees; global discussions of election-related shutdown risks do not reference Uruguay.[[2]](https://bti-project.org/en/reports/country-report/URY)

**Overall assessment:** The instability picture remains broadly consistent with the baseline. Youth unemployment hovers near or slightly above the cited 22.9% male figure without sharp deterioration, and no acute events (protests, security incidents, or infrastructure issues) in the last 60 days would materially alter the 43.3/100 fuse score. Continued monitoring of monthly labor data and crime trends is recommended. Sources include Trading Economics (unemployment releases), BTI Project, UNICEF, World Bank/ILO data portals, and U.S. government security assessments.

**National statistics bureau (INE - Instituto Nacional de Estadística):**  
- **Name/URL**: INE Uruguay (Instituto Nacional de Estadística); main site ine.gub.uy (labor data via https://www7.ine.gub.uy/ or specific dashboards like Mercado Laboral); open data portal https://www4.ine.gub.uy/Anda5/index.php/opendata.  
- **API**: Partial/yes (open data catalog with microdata downloads and API endpoints for developers; supports machine-readable formats like CSV/XML for ECH/Continuous Household Survey labor/unemployment data).  
- **Update frequency**: Monthly (labor market indicators from ECH; e.g., activity/employment/unemployment rates by age/gender/region).  
- **Auth required**: None/free (public open data; aligned with government open data policy).[[1]](https://www4.ine.gub.uy/Anda5/index.php/opendata)

**Central bank/finance ministry:**  
- **Name/URL**: Banco Central del Uruguay (BCU); https://www.bcu.gub.uy/ (Statistics-Studies section) and economic indicators PDFs/reports.  
- **API**: No (primarily downloadable tables, series, and reports on economic/financial indicators, including labor-related via SDDS; third-party wrappers or scrapers sometimes used).  
- **Update frequency**: Monthly/quarterly (e.g., economic activity, wages, employment proxies; youth/ labor data often via INE cross-referenced).  
- **Auth required**: None/free (public downloads; no paid API noted).[[2]](https://www.bcu.gub.uy/Ingles/Paginas/Statistics-Studies.aspx)

**Regional databases (LAC-focused with Uruguay breakdowns):**  
- **Name/URL**: CEPALSTAT (ECLAC); https://statistics.cepal.org/portal/cepalstat/index.html?lang=en (includes youth, employment, poverty, social indicators).  
- **API**: Yes (dedicated Open Data/API for massive data access, metadata, dimensions; supports developers and bulk queries).  
- **Update frequency**: Periodic/annual or as new national data available (country-level breakdowns for LAC; youth/social inclusion sections).  
- **Auth required**: None/free (public).[[3]](https://statistics.cepal.org/portal/cepalstat/index.html?lang=en)
- **Name/URL**: IDB (Inter-American Development Bank) Social Indicators of Latin America and the Caribbean; data.iadb.org/dataset/social-indicators-of-latin-america-and-the-caribbean.  
- **API**: Partial/no dedicated public API highlighted (standardized downloadable datasets/tables with country breakdowns for labor, education, poverty).  
- **Update frequency**: Periodic updates from household surveys.  
- **Auth required**: None/free.[[4]](https://data.iadb.org/dataset/social-indicators-of-latin-america-and-the-caribbean)

**Local/regional news RSS feeds or APIs:**  
- **Name/URL**: NewsData.io or World News API (Uruguay-specific feeds); newsdata.io or worldnewsapi.com (aggregates 10+ Uruguayan sources).  
- **API**: Yes (dedicated news APIs for headlines/live updates from reliable local outlets).  
- **Update frequency**: Real-time/daily (hundreds of articles daily).  
- **Auth required**: Free tier/limited or paid (API keys; paid for full access).[[5]](https://worldnewsapi.com/docs/news-sources/uruguay-news-api/)
- **Name/URL**: Global Voices RSS (Uruguay section); globalvoices.org/feeds/ or country-specific.  
- **API/RSS**: Yes (RSS feeds for reliable regional coverage).  
- **Update frequency**: As published.  
- **Auth required**: None/free.[[6]](https://globalvoices.org/feeds/)

**NGO/think tank data APIs:**  
Limited dedicated public APIs identified beyond the above regional sources (e.g., ECLAC/ILO joint reports or IDB draw from national data). Cross-reference with existing sources like ACLED or OWID for any NGO-derived youth/poverty tracking. No prominent Uruguay-specific NGO crisis/poverty API found with open access.

**No new government, ILO, or World Bank data releases on Algerian youth (15-24) or male unemployment were identified in the last 60 days (roughly April 10–June 9, 2026).** Existing modeled estimates remain consistent with the provided baseline.[[1]](https://fred.stlouisfed.org/series/SLUEM1524ZSDZA)[[2]](https://www.statista.com/statistics/811617/youth-unemployment-rate-in-algeria/?srsltid=AfmBOorw5PEGW1RtkfMrIVuHXBtc6pn3bIVcOWXmYjCqsMgm8jm6IyYX)

- World Bank/ILO-modeled youth unemployment (15-24, total) stood at ~29.4–29.8% for 2025 (down slightly from ~29.9% in 2024 and ~30.5% in 2023).[[1]](https://fred.stlouisfed.org/series/SLUEM1524ZSDZA)[[3]](https://www.macrotrends.net/global-metrics/countries/dza/algeria/youth-unemployment-rate)
- Broader figures (e.g., 2024 overall unemployment ~11.4–12.7%; youth ~29–30%) align closely with the 26.5% male-specific baseline for 2025.[[4]](https://www.worldbank.org/ext/en/country/algeria)[[5]](https://tradingeconomics.com/algeria/unemployment-total-percent-of-total-labor-force-wb-data.html)
- A March 2026 report noted ongoing implementation challenges with Algeria’s youth unemployment allowance program (launched 2022; ~18,000 dinars/~$138 monthly as of early 2026), including digital application bottlenecks, but no updated national statistics.[[6]](https://www.ecofinagency.com/news-services/1103-53674-algeria-s-youth-unemployment-program-meets-implementation-challenges)[[6]](https://www.ecofinagency.com/news-services/1103-53674-algeria-s-youth-unemployment-program-meets-implementation-challenges)

**No significant political, security, or economic events directly affecting young men (18-35) in the last 60 days.** Searches returned no reports of protests, coup attempts, militia recruitment, currency crises, or major shocks.[[7]](https://www.merip.org/2019/12/from-protesta-to-hirak-to-algerias-new-revolutionary-moment/)[[8]](https://www.instagram.com/p/DPPU_pgjBkC/)

- Context remains dominated by the 2019 Hirak movement (largely youth-driven but suppressed since); no large-scale revival noted recently.[[9]](https://freedomhouse.org/country/algeria/freedom-world/2025)
- Forward-looking items include June 2026 parliamentary elections (described as managed/controlled) and the 57th Algiers International Fair (June 22–27, 2026), plus ongoing industrial projects (e.g., iron/phosphate mines) and a new 2026 oil/gas licensing round aimed at diversification and jobs.[[10]](https://www.meforum.org/mef-online/algerias-managed-elections-and-the-final-strangling-of-political-pluralism)[[11]](https://www.facebook.com/Ambalgindc/posts/%F0%9D%9F%93%F0%9D%9F%95%F0%9D%90%AD%F0%9D%90%A1-%F0%9D%90%80%F0%9D%90%A5%F0%9D%90%A0%F0%9D%90%A2%F0%9D%90%9E%F0%9D%90%AB%F0%9D%90%AC-%F0%9D%90%88%F0%9D%90%A7%F0%9D%90%AD%F0%9D%90%9E%F0%9D%90%AB%F0%9D%90%A7%F0%9D%90%9A%F0%9D%90%AD%F0%9D%90%A2%F0%9D%90%A8%F0%9D%90%A7%F0%9D%90%9A%F0%9D%90%A5-%F0%9D%90%85%F0%9D%90%9A%F0%9D%90%A2%F0%9D%90%AB-%F0%9D%90%85%F0%9D%90%88%F0%9D%90%80-%F0%9D%9F%90%F0%9D%9F%8E%F0%9D%9F%90%F0%9D%9F%94%F0%9D%90%80-%F0%9D%90%8B%F0%9D%90%9E%F0%9D%90%9A%F0%9D%90%9D%F0%9D%90%A2%F0%9D%90%A7%F0%9D%90%A0-%F0%9D%90%8F%F0%9D%90%A5%F0%9D%90%9A%F0%9D%90%AD%F0%9D%90%9F%F0%9D%90%A8%F0%9D%90%AB%F0%9D%90%A6-%F0%9D%90%9F%F0%9D%90%A8%F0%9D%90%AB-%F0%9D%90%81%F0%9D%90%AE%F0%9D%90%AC%F0%9D%90%A2%F0%9D%90%A7%F0%9D%90%9E%F0%9D%90%AC%F0%9D%90%AC-%F0%9D%90%88%F0%9D%90%A7%F0%9D%90%A7%F0%9D%90%A8%F0%9D%90%AF%F0%9D%90%9A%F0%9D%90%AD%F0%9D%90%A2/1375169661303190/)[[12]](https://www.saentrepreneurs.ch/index.php?view=article&id=1198:algeria-launches-2026-oil-and-gas-bid-round-to-attract-new-foreign-investment&catid=386)
- These could indirectly support employment but show no immediate impact on instability metrics.

**No notable new NGO or academic reports specifically on Algeria’s youth situation published in 2025–early 2026 were prominently surfaced in recent searches.** Earlier or periodic items (e.g., BTI 2026 country report covering governance/education up to ~2025; HRW on civil society restrictions from 2025) reiterate structural youth challenges like skills mismatch and limited participation but add no fresh 2026 data.[[13]](https://bti-project.org/en/reports/country-report/DZA)[[14]](https://www.hrw.org/news/2025/09/25/algeria-lift-undue-restrictions-on-associations)

**Internet/mobile infrastructure shows incremental positive developments with no shutdowns or major coverage reductions in the period.**[[15]](https://datareportal.com/reports/digital-2026-algeria)

- 5G services launched in major cities (Algiers, Oran, Constantine, Sétif) by operators like Mobilis, Djezzy, and Ooredoo; national rollout phased over ~6 years, with 5G home internet targeted by 2027.[[16]](https://www.instagram.com/p/DR-Og9yAYDR/)
- Mobile broadband speeds improved significantly (median ~41 Mbps as of late 2025 data); ~94.5% of mobile connections now broadband-capable.[[15]](https://datareportal.com/reports/digital-2026-algeria)
- Isolated local outages (e.g., cable theft) reported, but no national disruptions akin to past exam-related blocks (last major ones in 2024).[[17]](https://www.facebook.com/AlgeriaToday100/posts/algeria-telecom-announced-this-evening-an-internet-outage-in-several-municipalit/1539736691487552/)

**Overall assessment: No developments in the last 60 days appear to significantly shift the instability picture from the baseline (youth male unemployment 26.5% in 2025; fuse score 44.0/100).** High structural youth unemployment persists per available modeled data, with no acute triggers like unrest or infrastructure shocks. Economic diversification efforts and upcoming events (elections/fair) are longer-term factors to monitor. Sources are primarily World Bank, FRED/Statista aggregates, and news on events/infrastructure.

**National statistics bureau (ONS - Office National des Statistiques)**  
- Name/URL: Office National des Statistiques (ONS), https://www.ons.dz/  
- API: No (primarily PDF publications and tables; limited machine-readable options like occasional Excel).  
- Update frequency: Irregular (e.g., annual or periodic for employment/unemployment/labor force data; publication calendar available).  
- Auth: None (public downloads).[[1]](https://www.ons.dz/)[[1]](https://www.ons.dz/)

**Central bank (Banque d'Algérie)**  
- Name/URL: Banque d'Algérie, https://www.bank-of-algeria.dz/  
- API: No (retrospective monetary/balance of payments series, quarterly statistical bulletins, annual reports; downloadable PDFs/Excel implied via site sections).  
- Update frequency: Quarterly (statistical bulletins) and periodic (annual reports, monthly indicators).  
- Auth: None (public access).[[2]](https://www.bank-of-algeria.dz/)[[2]](https://www.bank-of-algeria.dz/)

**Regional database: African Development Bank (AfDB) Open Data / Africa Information Highway**  
- Name/URL: AfDB Statistical Data Portal / Africa Information Highway (covers Algeria socio-economic indicators including youth/employment), https://dataportal.opendataforafrica.org/ or https://www.afdb.org/en/knowledge/statistics  
- API: Yes (SDMX-native Open Data Platform 2.0 with API access).  
- Update frequency: Regular (country-level time series, often annual/periodic updates).  
- Auth: None/free (open data).[[3]](https://dataportals.org/catalog/algeria_opendataforafrica)[[4]](https://www.re3data.org/repository/r3d100011929)

**Regional database: ESCWA / Arab Development Portal**  
- Name/URL: UN ESCWA Arab Development Portal (country breakdowns for Arab/MENA states including Algeria on development, economic, and SDG indicators), https://data.unescwa.org/ or https://www.arabdevelopmentportal.com/  
- API: Partial (API query support noted for datasets).  
- Update frequency: Varies by indicator (periodic releases from member states/UN sources).  
- Auth: None/free (public access; some research licenses).[[5]](https://data.unescwa.org/)[[6]](https://yemen.unescwa.org/Datacatalog/Dataset/escwa/ffd/Available%20Resources%20For%20SDG%20Financing%202)

**Local/regional news RSS feeds**  
- Name/URL: CAERT RSS Feed (Algeria-focused), https://www.caert.org.dz/feed/  
- API: Partial (RSS feed).  
- Update frequency: Regular (as published).  
- Auth: None.[[7]](https://rss.feedspot.com/algeria_rss_feeds/)  
- Name/URL: Al Jazeera (reliable Algeria/MENA coverage), various RSS options (e.g., via rss.app or site feeds for news/features).  
- API: Partial (RSS).  
- Update frequency: Frequent (near real-time for breaking news).  
- Auth: None.[[8]](https://rss.app/rss-feed/al-jazeera-rss-feed)

**NGO/think tank or humanitarian data (HDX)**  
- Name/URL: Humanitarian Data Exchange (HDX) Algeria datasets (crisis monitoring, humanitarian indicators), https://data.humdata.org/group/dza  
- API: Yes (HDX Humanitarian API / HAPI for standardized indicators).  
- Update frequency: Varies (frequent for crisis data).  
- Auth: None/free.[[9]](https://data.humdata.org/group/dza)

These complement the listed existing sources (e.g., World Bank, ACLED) by adding Algeria-specific national/central bank details and stronger MENA regional coverage. Most are free/public with no authentication required; verify current API/docs directly as availability can change.

**No major new official releases on youth (15-24) or male youth unemployment in the last 60 days (approx. April 10–June 9, 2026) that shift the baseline of 25.4% (male, national, 2025).**[[1]](https://tradingeconomics.com/albania/youth-unemployment-rate)[[1]](https://tradingeconomics.com/albania/youth-unemployment-rate)

INSTAT national estimates show total youth unemployment (15-24) at 15.1% in Q4 2025 (up slightly from 15.0% in Q3 2025), sourced from the Quarterly Labour Force Survey.[[1]](https://tradingeconomics.com/albania/youth-unemployment-rate)[[2]](https://euronews.al/en/eurostat-3-million-young-people-unemployed-in-the-eu-albania-has-40-fewer-young-people/) Modeled ILO/World Bank estimates for total youth unemployment remain higher, at ~25.57% for 2025 overall.[[3]](https://www.statista.com/statistics/811614/youth-unemployment-rate-in-albania/?srsltid=AfmBOoo6sRZ0Rs7VYwiTvpZBar7yMwIkDN9wxiQyJ5Ta19YLJQ1JFGqM)[[4]](https://fred.stlouisfed.org/series/SLUEM1524ZSALB) Male-specific updates are not available in recent data. INSTAT’s next releases (Q1 2026 quarterly on June 10, 2026; full 2025 labour market data on June 23, 2026) have not yet occurred.[[5]](https://www.instat.gov.al/en/themes/labour-market-and-education/employment-and-unemployment-from-lfs/)

**Significant political event affecting youth (including young men 18-35):** Large-scale protests known as the “2026 Zvërnec protests” or “Flamingo Revolution” began on May 23, 2026, in villages of Zvërnec and Nartë (Vlorë County) opposing groundwork for a proposed ~$1.4–4 billion luxury resort project in the ecologically sensitive Zvërnec-Narta protected wetland/lagoon area. The project involves investors linked to Jared Kushner. Protests expanded to Tirana, with thousands demonstrating on June 4–5, 2026 (largest that week), chanting “Albania is not for sale,” “revolution,” and opposing the development on environmental, corruption, and sovereignty grounds. Gen Z/youth have played a prominent organizing role; demonstrations have become a focal point for broader discontent over poverty, governance, and foreign investment.[[6]](https://en.wikipedia.org/wiki/2026_Zv%C3%ABrnec_protests)[[7]](https://www.nytimes.com/2026/06/02/world/europe/albania-kushner-protests-hotel.html)[[8]](https://www.reuters.com/world/albania-is-not-sale-protesters-say-over-kushner-linked-luxury-resort-near-2026-06-05/)

An earlier domestic political demonstration occurred in Tirana on April 17, 2026.[[9]](https://al.usembassy.gov/demonstration-alert-u-s-embassy-tirana-albania-friday-april-17-2026-at-1900/) No reports of coup attempts, militia recruitment, currency crises, or acute economic shocks in the period. These protests represent the most notable development that could elevate youth instability indicators (e.g., toward or above the baseline fuse score of 45.3/100) if they sustain or intensify, given youth participation and underlying grievances.

**NGO/academic reports:** No brand-new 2025/2026 publications specifically flagged in the last 60 days. Relevant recent items include the UNICEF Albania Annual Report 2025 (released ~February 2026) and a July 2025 “Youth Attitudes in Albania” research report on opportunities/challenges. A 2024 monitoring report on youth political/social/economic participation (referenced into 2026) noted significant gaps.[[10]](https://open.unicef.org/download-pdf?country-name=Albania&year=2025)[[11]](https://marywardloreto.org/youth-attitudes-in-albania-research-report/)[[12]](https://www.instagram.com/p/DVyC9S2iNiU/)

**Internet/mobile infrastructure:** No shutdowns, coverage changes, or major rollouts reported in Albania during the period. Coverage remains generally reliable (strong 4G, expanding 5G in urban/tourist areas via operators like Vodafone Albania and One Albania), with no disruptions noted.[[13]](https://www.roafly.com/blog/best-esim-for-albania)[[14]](https://sparkroam.com/albania-mobile-network-coverage/)

**Overall assessment:** Unemployment figures remain broadly consistent with the baseline (no significant downward or upward revision in the last 60 days). The May–June 2026 protests stand out as a potential upward pressure on instability, particularly through youth mobilization around economic/environmental grievances. Monitor upcoming INSTAT data and protest developments.

**INSTAT (Institute of Statistics of Albania) – Labour Market / LFS data**  
- URL: https://www.instat.gov.al/ (PX-Web database: https://databaza.instat.gov.al:8083/pxweb/en/DST/)  
- API: No (table generation + bulk/machine-readable downloads in Excel/CSV/PX format)  
- Update frequency: Quarterly (Labour Force Survey)  
- Auth: None (public)[[1]](https://www.instat.gov.al/en/home/)

**Bank of Albania – Employment, incomes & banking statistics**  
- URL: https://www.bankofalbania.org/Statistics/ (Banking Statistics section)  
- API: No (tables and downloads available; employment/unemployment/wage indicators often sourced from INSTAT)  
- Update frequency: Quarterly/annual  
- Auth: None (public)[[2]](https://www.bankofalbania.org/Statistics/Monetary_Financial_and_Banking_statistics/Banking_Statistics.html?evb=agregate&evn=expand&CRegtab=245&Cgroups=44&periudha_id=3)

**Eurostat (candidate/country-comparison data for Albania)**  
- URL: https://ec.europa.eu/eurostat/data/database (unemployment & youth indicators)  
- API: Yes (REST/SDMX JSON/XML APIs; free public access)  
- Update frequency: Monthly/quarterly/annual (where Albania data available)  
- Auth: None (public)[[3]](https://ec.europa.eu/eurostat/web/user-guides/data-browser/api-data-access/api-introduction)

**Balkan Insight – Albania news feed**  
- URL: https://balkaninsight.com/category/bi/albania/feed/ (RSS)  
- API: No (reliable RSS feed for regional/Albania coverage)  
- Update frequency: Ongoing (news-driven)  
- Auth: None (public)[[4]](https://balkaninsight.com/rss-feeds/)

**Humanitarian Data Exchange (HDX) – Albania humanitarian/poverty/crisis datasets**  
- URL: https://data.humdata.org/group/alb  
- API: Partial (bulk downloads primary; HDX platform supports some programmatic access)  
- Update frequency: Varies by dataset (crisis/poverty monitoring)  
- Auth: None (public)[[5]](https://data.humdata.org/group/alb?force_layout=desktop&page=7)

**Additional notes**  
- No dedicated public API was identified for INSTAT or Bank of Albania; both emphasize downloads and PX-Web-style querying.  
- Albania open data portal exists for broader public datasets (search “Albania open data portal” for latest).  
- EBRD provides regional ECA data/reports with Albania breakdowns (primarily PDFs/downloads; no dedicated country API found).  
- Local Albanian news outlets (e.g., abcnews.al, News24) commonly offer RSS feeds alongside Balkan Insight for broader coverage.  
- No prominent NGO/think-tank public APIs specific to Albania poverty or crisis tracking were located beyond HDX aggregates.

**No significant new government, ILO, or World Bank releases on Armenia youth (15-24) or male youth unemployment in the last 60 days (since ~April 9, 2026).**[[1]](https://data.worldbank.org/indicator/SL.UEM.1524.NE.ZS?locations=AM)[[2]](https://fred.stlouisfed.org/series/SLUEM1524ZSARM)

The most recent modeled ILO estimate for total youth unemployment (15-24) remains 26.244% for 2025 (World Bank/FRED data, updated February 2026). National estimates and male-specific figures align closely with the provided baseline (23.4% for males 15-24 in 2025; one modeled male youth figure cited at 23.444% for December 2025).[[3]](https://www.ceicdata.com/en/armenia/employment-and-unemployment/am-unemployment-modeled-ilo-estimate-youth-male--of-male-labour-force-aged-1524)[[4]](https://tradingeconomics.com/armenia/unemployment-youth-male-percent-of-male-labor-force-ages-15-24-wb-data.html) Broader unemployment fell to 12.3% in Q3 2025 (announced March 2026), but this is not youth- or gender-disaggregated.[[5]](https://arka.am/en/news/economy/unemployment-rate-in-armenia-fell-to-12-3-in-the-third-quarter-of-2025/)

The January 2026 ILO *Employment and Social Trends 2026* report discusses global youth challenges but contains no Armenia-specific updates.[[6]](https://www.ilo.org/publications/flagship-reports/employment-and-social-trends-2026)

**Significant political events center on the June 7, 2026 parliamentary elections**, framed as a high-stakes referendum on Prime Minister Nikol Pashinyan’s EU-leaning policies, peace process with Azerbaijan, and reduced Russia ties.[[7]](https://www.crisisgroup.org/europe/caucasus/armenia)[[8]](https://www.chathamhouse.org/events/all/standard-event/armenias-pivotal-election-what-stake-0)

- Campaigning intensified in May 2026, with arrests of opposition figures (e.g., Armenia bloc members on May 14 for alleged vote-buying, denounced as politically motivated).[[7]](https://www.crisisgroup.org/europe/caucasus/armenia)
- International engagement included the first EU-Armenia summit (May 4-5), a European Political Community summit, U.S. involvement (Secretary of State Marco Rubio visit May 26, framework agreement on transit routes), and President Trump’s endorsement of Pashinyan (May 28). Russia responded by recalling its ambassador (May 30) and issuing warnings.[[7]](https://www.crisisgroup.org/europe/caucasus/armenia)
- No large-scale protests, coup attempts, militia recruitment, or economic shocks/currency crises reported in the last 60 days. Earlier tensions (e.g., 2025 alleged coup plots involving church figures) predate this period.[[9]](https://jamestown.org/alleged-coup-exacerbates-armenias-political-crisis/)

These developments could indirectly affect young men (18-35) through geopolitical shifts and polarization, but they do not yet indicate acute instability (e.g., unrest or recruitment spikes). Post-election outcomes (as of June 8) are not detailed in available sources.

**Notable NGO/academic reports on Armenia’s youth situation from 2025** include the UNICEF Armenia Annual Report 2025 (released ~early 2026) and UNDP Armenia Annual Results Report 2025 (April 21, 2026). These focus on transitions from humanitarian response, youth integration, and programming rather than instability hotspots.[[10]](https://open.unicef.org/download-pdf?country-name=Armenia&year=2025)[[11]](https://www.undp.org/armenia/publications/undp-armenia-annual-results-report-2025) Positive developments include new youth centers opened in regions (reported May 28, 2026) and earlier 2025 youth forums.[[12]](https://yeu-international.org/new-youth-centers-expand-opportunities-for-young-people-in-armenias-regions/) No reports flag sharp deteriorations in youth conditions.

**Internet/mobile infrastructure changes**: No shutdowns occurred around the June 7 elections (Access Now monitoring).[[13]](https://www.accessnow.org/campaign/2026-elections-and-internet-shutdowns-watch/) Team Telecom Armenia completed a full 2G network shutdown on April 10, 2026—the first such move in the country—to prioritize 4G/5G rollout, indicating infrastructure modernization rather than restriction.[[14]](https://www.datacenterdynamics.com/en/news/team-telecom-armenia-completes-2g-shutdown/)

**Assessment relative to baseline**: No data or events in the last 60 days indicate a material shift in youth unemployment (male 15-24) or the national instability fuse score (47.6/100). The June 7 elections represent the primary recent development with potential longer-term implications for youth via political and geopolitical dynamics, but immediate indicators remain stable. Sources: World Bank/ILO data portals, FRED, ARKA, Crisis Group, Access Now, and related reporting (specific URLs in citations above).

**Armstat (Statistical Committee of the Republic of Armenia)**  
- URL: https://armstat.am/ (main site); SDG data portal with CSVs at https://armstat.github.io/sdg-data-armenia/; microdata at https://microdata.armstat.am/  
- API: No (machine-readable CSV downloads for indicators like unemployment by sex/age; Labour Force Survey data available)  
- Update frequency: Annual or survey-based (e.g., Labour Force Survey)  
- Auth: None (public downloads)[[1]](https://sdg.armstat.am/8-5-2/)[[2]](https://armstat.am/en/?nid=81&id=2447)

**Central Bank of Armenia (CBA) Data Bank / Statistics**  
- URL: https://www.cba.am/ (monetary/financial statistics section)  
- API: Partial (SOAP API for exchange rates; public databank and reports for economic/monetary indicators including employment-related)  
- Update frequency: Frequent (daily/weekly for financials; periodic for broader indicators)  
- Auth: None (public access)[[3]](https://www.cba.am/en/statistics/)[[4]](https://data.opendata.am/dataset/cba-exchange-soap)

**Asian Development Bank (ADB) – Armenia Economy / Data**  
- URL: https://www.adb.org/where-we-work/armenia/economy (or ADB data portal)  
- API: No (economic forecasts, basic statistics, and SDG-related indicators with country breakdowns; downloadable reports/data)  
- Update frequency: Periodic (e.g., Asian Development Outlook updates)  
- Auth: None (public)[[5]](https://www.adb.org/where-we-work/armenia/economy)

**Armenia News RSS Feeds (multiple reliable outlets)**  
- URLs/examples: PanARMENIAN.net, Hetq.am, 1in.am, A1plus.am, The Armenian Weekly (aggregated lists at rss.feedspot.com/armenia_news_rss_feeds/)  
- API: No (standard RSS feeds available from major outlets)  
- Update frequency: Daily/real-time  
- Auth: None (public RSS)[[6]](https://rss.feedspot.com/armenia_news_rss_feeds/)

**UNECE Statistical Database / Country Profiles (Armenia section)**  
- URL: https://w3.unece.org/CountriesInFigures/en/Home/Index?countryCode=051 (or unece.org data tools)  
- API: No (downloadable tables with unemployment, youth unemployment, labor force data for ECA countries including Armenia)  
- Update frequency: Periodic (annual or as updated)  
- Auth: None (public)[[7]](https://w3.unece.org/CountriesInFigures/en/Home/Index?countryCode=051)

These focus on direct, accessible, non-modeled sources with machine-readable or structured data options beyond the ones already in use. Armstat and CBA are the primary national sources for labor/economic youth-relevant indicators.

**No major shifts to the baseline youth instability picture in Montenegro over the last ~60 days (roughly April–early June 2026).** Youth unemployment data remains consistent with the provided 2025 baseline (~24.4–25.9% for ages 15–24 overall; male-specific modeled ILO estimates align closely), with no new government, ILO, or World Bank releases updating 2026 figures.[[1]](https://fred.stlouisfed.org/series/SLUEM1524ZSMNE)[[2]](https://data.worldbank.org/indicator/SL.UEM.1524.MA.ZS?locations=ME)[[1]](https://fred.stlouisfed.org/series/SLUEM1524ZSMNE)

**Unemployment data (point 1):**  
The latest available modeled ILO/World Bank estimates show Montenegro’s youth unemployment rate (15–24) at 24.438% for 2025 (FRED/World Bank, updated Feb 2025 data release context). Earlier 2024 figures were 23.952–25.92%. No quarterly or 2026-specific updates from Monstat, ILO, or World Bank appear in recent sources. Broader national unemployment hovered around 11.2% in Q1 2025 per Labour Force Survey data referenced in policy overviews. High long-term youth unemployment and NEET concerns persist structurally but show no acute worsening.[[1]](https://fred.stlouisfed.org/series/SLUEM1524ZSMNE)[[3]](https://national-policies.eacea.ec.europa.eu/youthwiki/chapters/montenegro/31-general-context)

**Political/security/economic events affecting young men 18–35 (point 2):**  
The most notable recent event was the Botun/Zeta wastewater treatment plant protests, which began in late 2025 as local environmental/health concerns and escalated in January 2026 with roadblocks, demonstrations (including on routes from Podgorica), and police detentions (e.g., 54 people on/around Dec 30, 2025). These involved local residents and gained political dimensions (e.g., involvement of figures like Milan Knežević, threats to coalition stability, identity/regional framing), but they were not youth-led or primarily focused on young men. By early 2026, talks were agreed upon; no evidence of continuation, radicalization into broader unrest, militia activity, or economic shocks (e.g., currency issues) in the April–June period.[[4]](https://europeanwesternbalkans.com/2026/01/23/how-environmental-protests-in-botun-evolved-into-identity-questions/)[[5]](https://balkans.liveuamap.com/en/2025/30-december-13-police-detain-54-people-from-botun-protest)[[6]](https://me.usembassy.gov/daily-demonstrations-and-roadblocks/)

Other context includes ongoing coalition frictions and EU accession pressures noted in early 2026 outlooks, plus an OSCE Parliamentary Assembly visit (March 22–25, 2026) focused on countering terrorism, organized crime links, and preventing online youth radicalization/violent extremism via “School Dialogues.” This reflects proactive monitoring rather than an active crisis. No protests, coup attempts, or recruitment drives tied to young men reported recently.[[7]](https://www.oscepa.org/en/documents/ad-hoc-committees-and-working-groups/ad-hoc-committee-on-countering-terrorism/5501-report-of-the-official-visit-of-the-osce-pa-ad-hoc-committee-on-countering-terrorism-to-montenegro-22-25-march-2026/file)

**NGO/academic reports on youth (point 3):**  
No new Montenegro-specific NGO or academic reports on youth unemployment, radicalization, or instability published in 2025–early 2026 were identified in searches. Global reports (e.g., UNESCO GEM 2026 Youth Report on youth participation in education decision-making, released around International Day of Education) are available but not country-focused. Earlier references include 2025 education strategy updates and UNICEF-linked violence prevention work. A 2024 Regional Cooperation Council mapping of youth policies remains the most recent detailed Montenegro overview.[[8]](https://www.unesco.org/gem-report/en/publication/2026youthreport)[[9]](https://www.linkedin.com/pulse/helping-children-montenegro-grow-up-safe-strong-supported-unicef-qotde)

**Internet/mobile infrastructure (point 4):**  
No shutdowns, coverage reductions, or major rollout changes reported for Montenegro in 2026. Penetration stood at ~89.7% (566,000 users) at end-2025. Urban/coastal areas have strong fixed and mobile (LTE ~98% population coverage per older plans) access; rural/mountainous areas remain patchier with mobile data as backup. Broader Q1 2026 global disruption reports (e.g., Cloudflare) do not mention Montenegro. National broadband/5G strategies continue from prior years with no acute 2026 changes noted.[[10]](https://minicondos.me/internet-and-utilities-in-montenegro-in-2026-reliability-for-daily-life/)[[11]](https://datareportal.com/reports/digital-2026-montenegro)

**Summary flag:** Nothing in the searched period indicates a significant upward shift in youth instability risk relative to the 24.7% male youth unemployment baseline or 49.5/100 fuse score. Structural challenges (high youth joblessness, political polarization) remain, with routine monitoring (e.g., OSCE radicalization prevention) ongoing. Sources are primarily World Bank/FRED, European Western Balkans, OSCE, and related policy sites; URLs provided in citations. Further targeted Monstat or ILO database checks could confirm any unreleased Q2 2026 data.

**MONSTAT (Statistical Office of Montenegro)**  
- URL: https://www.monstat.org/eng/ (Labour Force Survey releases and data pages)  
- API: No (primarily web releases, tables, and file downloads)  
- Update frequency: Quarterly (LFS unemployment/labor data); other indicators vary (annual/monthly)  
- Auth required: None (public access and downloads)  
Useful for official unemployment, employment, and labor force data (including youth-relevant breakdowns where available).[[1]](http://www.monstat.org/eng/novosti.php?id=4060)[[2]](http://www.monstat.org/eng/)

**Montenegro Open Data Portal (data.gov.me)**  
- URL: https://data.gov.me/en/  
- API: Partial/unknown (catalogue of machine-readable datasets from government bodies; some may support standard open data APIs like CKAN)  
- Update frequency: Varies by dataset (frequent for economic/labor-related releases)  
- Auth required: None (public open data)  
Includes categories such as Labor and Social Welfare, Statistics, and Finance; aggregates data from MONSTAT and ministries for potential youth/economic indicators.[[3]](https://www.opengovpartnership.org/members/montenegro/commitments/me0067/)[[4]](https://data.gov.me/en/)

**Central Bank of Montenegro (CBCG)**  
- URL: https://www.cbcg.me/en (statistical data section)  
- API: No (web tables, reports, and downloads for monetary/financial statistics)  
- Update frequency: Monthly/quarterly (interest rates, FDI, inflation, payment system stats)  
- Auth required: None (public)  
Provides economic indicators relevant to youth employment context (e.g., broader labor market proxies via finance data); limited direct youth employment stats.[[5]](https://www.cbcg.me/en)[[6]](https://www.cbcg.me/en/about-us/legislation/regulations/statistics)

**ILOSTAT (Europe and Central Asia regional focus)**  
- URL: https://ilostat.ilo.org/data/europe-and-central-asia/ (country-level breakdowns available)  
- API: Yes (bulk download facility, data explorer, and programmatic access)  
- Update frequency: Varies (annual/quarterly labor statistics)  
- Auth required: None (free/open access)  
Covers labor market indicators (unemployment, youth employment/NEET where available) with Montenegro-specific data in the ECA region.[[7]](https://ilostat.ilo.org/data/europe-and-central-asia/)

**Balkan Insight (regional news RSS)**  
- URL: https://balkaninsight.com/category/bi/montenegro/feed/ (Montenegro-specific feed)  
- API: No (RSS feed for news/articles)  
- Update frequency: As published (daily/ongoing coverage)  
- Auth required: None (public RSS)  
Reliable source for local/regional news on youth, instability, employment, and economic issues in Montenegro.[[8]](https://balkaninsight.com/rss-feeds/)

**Notes**: No strong evidence of dedicated public APIs for youth-specific labor data from the national statistics office or central bank (primarily downloads or web tables). Regional sources like ILOSTAT supplement with consistent ECA breakdowns. Open data portal and RSS feeds offer additional accessible, non-inference options. Always verify current availability and formats directly, as these can evolve. Existing sources (e.g., World Bank) already cover many modeled estimates.

**No major negative developments in the last 60 days (roughly April–early June 2026) significantly worsen the youth instability picture in Cabo Verde beyond the provided baseline (male youth unemployment 15-24 at 24.8% for 2025; national instability fuse score 54.6/100).** Some data suggest possible improvement in headline unemployment figures, alongside a stable political transition.[[1]](https://cabo-verde.cv/cape-verde-unemployment-hits-4-9-as-job-market-expands/)[[1]](https://cabo-verde.cv/cape-verde-unemployment-hits-4-9-as-job-market-expands/)

### 1. Youth/Male Unemployment Data Releases (Government, ILO, World Bank)
- **National Statistics Institute (INE) Continuous Multi-Objective Survey (Nov–Dec 2025 data, released ~April 28, 2026)**: National unemployment fell to 4.9% (down 2.4 pp from 2024; 11,043 unemployed, -29.7% YoY). Active population grew 4.4% to 226,360; activity rate rose to 60.4%. Male unemployment: 4.8%; female: 4.9%. Youth (15-24) unemployment: 15.9%. NEET rate (15-35): 19.9% (~34,077 people). Informal employment: ~45% of workforce (96,508 people). Services sector dominated (70.6% of jobs). Source: https://cabo-verde.cv/cape-verde-unemployment-hits-4-9-as-job-market-expands/.[[1]](https://cabo-verde.cv/cape-verde-unemployment-hits-4-9-as-job-market-expands/)
  - This youth figure (15.9% total) is notably lower than the baseline male-specific 24.8% (2025), though definitions, gender focus, and survey timing differ; it points to labor market tightening rather than deterioration.
- Older modeled estimates (World Bank/ILO via FRED/Trading Economics/Statista, updated into 2026 but reflecting 2024–2025 data): Youth (15-24) total unemployment ~28.1–28.4% for 2024–2025. AfDB 2025 fact sheet: 23.9% youth unemployment and 35.4% NEET (earlier baseline data). No new ILO or World Bank country-specific releases identified for Cabo Verde in the period.[[2]](https://fred.stlouisfed.org/series/SLUEM1524ZSCPV)[[3]](https://www.statista.com/statistics/811740/youth-unemployment-rate-in-cabo-verde/?srsltid=AfmBOoppjPu2xUqXwm3ZtO7oaBTJbRgZIao6ux5LQwLpfvUSB0c8KSy4)

**Flag**: The April INE data could modestly ease the instability assessment if sustained, as it shows broad improvement (including near gender parity) despite persistent youth challenges. No upward revision or crisis signals.

### 2. Political, Security, or Economic Events Affecting Young Men (18-35)
- **May 17, 2026 parliamentary election**: Peaceful vote; opposition PAICV won a majority (37/72 seats, ~48% vote share per partial/official results), unseating the ruling MpD after a decade. New Prime Minister: Francisco Carvalho (PAICV). Campaign centered on economic frustration, rising living costs, and **youth unemployment** as key issues, with young voters emphasizing jobs and training. No reports of protests, violence, coups, militia activity, or unrest. Transition described as reinforcing Cabo Verde’s democratic stability. Sources: Reuters (May 18), DW (May 13 pre-election analysis), Wikipedia summary.[[4]](https://www.reuters.com/world/africa/cape-verde-ruling-party-unseated-election-partial-results-show-2026-05-18/)[[5]](https://www.dw.com/en/cape-verde-election-2026-is-democracy-on-the-line/video-77150486)
- No evidence of economic shocks, currency issues, or recruitment concerns in the period. Broader context (e.g., IMF Feb 2026 Article IV) notes ongoing high youth unemployment and informality needs but highlights stability and reform priorities like vocational training.[[6]](https://www.elibrary.imf.org/view/journals/002/2026/053/article-A001-en.xml)
- Positive youth angle: Ongoing football development (World Cup participation) cited for creating opportunities and steering youth from negative influences.

**Flag**: None. Election focused on youth issues but occurred without instability; outcome was a standard democratic shift.

### 3. NGO/Academic Reports on Youth Situation (Published 2025)
- AfDB Country Focus Report/Fact Sheet 2025: Youth unemployment 23.9%; NEET 35.4%; emphasizes need for policies to address youth joblessness alongside diaspora role and human capital.[[7]](https://adf.afdb.org/wp-content/uploads/2025/11/Fact-sheet-Cap-Vert-ok.pdf)
- UNICEF Cabo Verde Annual Report 2025: Summarizes programme results (details in PDF; focuses on child/youth programming).[[8]](https://open.unicef.org/download-pdf?country-name=Cabo%20Verde&year=2025)
- Other 2025 references (e.g., Global Partnership for Education, NDC consultations) note youth inclusion in education/climate efforts but predate the last 60 days.

No brand-new 2026 NGO/academic reports flagged in searches.

### 4. Internet/Mobile Infrastructure Changes
- **5G developments**: Government plans and pilots advancing into 2026 (initial tests in Praia/São Vicente tech parks, University of Cabo Verde, Sal airport in H1 2026; broader commercial deployment targeted for 2027). Builds on 2025 strategy presentation. Aims to support digital hub ambitions. Current (early 2025 baseline): ~73.5% internet penetration; strong 2G/3G/4G coverage (99.3%/95.3%/88.5%). No shutdowns or negative coverage changes reported. Sources: Telecompaper (Feb 2026), earlier 2025 announcements.[[9]](https://www.telecompaper.com/news/cape-verde-to-pilot-5g-in-2026--1562337)
- Positive for youth connectivity/employment opportunities (digital economy).

**Overall Assessment**: Recent data (esp. April INE) indicate labor market gains that could temper youth instability relative to the 2025 baseline, with no security or access disruptions. The May election highlighted youth concerns but reinforced stability. Monitor post-election policy on jobs/training for future shifts. All details drawn from cited public sources with concrete dates/numbers.

**INE Cabo Verde (Instituto Nacional de Estatística)**  
- **URL**: https://ine.cv/ (labor market/employment section: https://ine.cv/ine_quadros_category/mercado-de-trabalho/)  
- **API**: No (machine-readable tables, Excel/CSV downloads, and PDFs available on site).  
- **Update frequency**: Varies; labor/employment statistics often quarterly or annual (e.g., Continuous Multi-Objective Survey data referenced in profiles).  
- **Auth required**: None (public access).[[1]](https://ine.cv/)

**Banco de Cabo Verde (BCV) Statistics / Quadros Estatísticos**  
- **URL**: https://www.bcv.cv/en/Estatisticas/Quadros%20Estatisticos/Paginas/QuadrosEstatisticos.aspx (and sub-pages for monetary, external sector, inflation, etc.).  
- **API**: No (statistical tables, Excel/PDF downloads; combines BCV, INE, and Ministry of Finance data).  
- **Update frequency**: Regular (e.g., monthly/quarterly for monetary and inflation indicators; annual for broader economic).  
- **Auth required**: None (public).[[2]](https://www.bcv.cv/en/Estatisticas/Quadros%20Estatisticos/Paginas/QuadrosEstatisticos.aspx)

**African Development Bank (AfDB) Statistical Data Portal / Socio-Economic Database**  
- **URL**: https://dataportal.opendataforafrica.org/ (AfDB Socio Economic Database section; country breakdowns for Cabo Verde available).  
- **API**: Partial (open data portal with downloads; some indicators support API-like queries via the platform; also referenced in country reports).  
- **Update frequency**: Annual or as updated (1960–present time series for socio-economic indicators including employment-related).  
- **Auth required**: None (public/free).[[3]](https://dataportal.opendataforafrica.org/nbyenxf/afdb-socio-economic-database-1960-2020)

**AfDB Cabo Verde Country Focus Reports / Economic Outlook**  
- **URL**: https://www.afdb.org/en/countries/west-africa/cabo-verde (and specific reports, e.g., Country Focus Report 2025).  
- **API**: No (PDF reports with tables/data extracts on youth employment, unemployment, macro indicators).  
- **Update frequency**: Periodic (annual or biennial reports with latest available data).  
- **Auth required**: None (public).[[4]](https://www.afdb.org/en/countries/west-africa/cabo-verde)

**ILOSTAT Cabo Verde Country Profile** (supplements labor data)  
- **URL**: https://ilostat.ilo.org/data/country-profiles/cpv/  
- **API**: Partial (ILOSTAT bulk downloads and API access available for labor force/unemployment/youth indicators).  
- **Update frequency**: Annual or as new household survey data released (latest referenced: 2019 survey).  
- **Auth required**: None (public; ILO data often free).[[5]](https://ilostat.ilo.org/data/country-profiles/cpv/)

**Global Voices Cabo Verde RSS Feed** (regional news coverage)  
- **URL**: https://globalvoices.org/-/world/sub-saharan-africa/cape-verde/ (RSS available via site feeds).  
- **API**: RSS feed (no full REST API).  
- **Update frequency**: As published (irregular but reliable coverage of Cabo Verde).  
- **Auth required**: None.[[6]](https://globalvoices.org/feeds/)

**AfDB RSS Feeds** (news/events with Cabo Verde coverage)  
- **URL**: https://www.afdb.org/en/rss-feeds (e.g., News & Events feed).  
- **API**: RSS feeds.  
- **Update frequency**: As published.  
- **Auth required**: None.[[7]](https://www.afdb.org/en/rss-feeds)

**Notes**: No Cabo Verde-specific public APIs were identified for national stats or central bank data beyond general downloads/tables (consistent with many small-island developing states). Regional portals like AfDB provide the strongest structured, country-breakdown options. Cabo Verde has an open data policy commitment, but no dedicated public data portal/API was located in searches. Local news RSS options are limited; Global Voices and AfDB provide the most accessible feeds. All listed sources are free/public and non-inference/raw or official statistics.

**No major new government, ILO, or World Bank data releases on youth (15-24) or male youth unemployment in North Macedonia appear in the last 60 days (roughly April–early June 2026).** Available figures remain consistent with or close to the baseline of 28.9% (male, national, 2025).[[1]](https://decentworkbalkans.com/facts/north-macedonia-fact-sheet-2025/)[[2]](https://www.statista.com/statistics/812208/youth-unemployment-rate-in-macedonia/?srsltid=AfmBOorWUml9wKkTivNysUT_UmLHp9OvPt8B6gGZfa27_lMPcVlZnN7w)

- Recent modeled/estimated rates include ~28.75–29.4% youth unemployment (total or 2025 figures from Statista, national statistical sources, and EU indicator compilations) and 30.33% (total youth, 2024 modeled ILO estimate).[[2]](https://www.statista.com/statistics/812208/youth-unemployment-rate-in-macedonia/?srsltid=AfmBOorWUml9wKkTivNysUT_UmLHp9OvPt8B6gGZfa27_lMPcVlZnN7w)[[3]](https://www.iz.sk/en/projects/eu-regions/MK00)[[4]](https://www.theglobaleconomy.com/macedonia/youth_unemployment/)
- Broader unemployment trends show gradual decline (overall rate ~11.5–12.4% in 2024–2025 projections/estimates), with youth remaining structurally elevated due to skill mismatches and emigration.[[5]](https://www.focus-economics.com/country-indicator/north-macedonia/unemployment/)[[6]](https://scidevcenter.org/wp-content/uploads/2026/02/Y-O-Model-Youth-Employment-in-North-Macedonia.pdf)
- No specific male-only 15-24 breakdowns newer than the baseline were identified. The Youth Guarantee scheme continues as the main active labor market measure.[[7]](https://enlargement.ec.europa.eu/document/download/267b368e-6b55-4a42-bb72-6395593de4da_en?filename=north-macedonia-report-2025.pdf)

**No significant political, security, or economic events in the last ~60 days directly affecting young men (18-35), such as large-scale protests, coup attempts, militia activity, or economic shocks.** Earlier 2025 events (e.g., March 2025 Kochani nightclub fire killing 63, mostly young people/students, sparking youth-led protests demanding accountability) are outside this window and appear to have subsided.[[8]](https://lens.civicus.org/interview/north-macedonia-a-new-generation-of-activists-now-exists-where-none-existed-before/)[[9]](https://www.osac.gov/Country/NorthMacedonia/Content/Search?contentTypes=News)

- Limited recent activity includes peaceful protests or threats tied to ethnic/political issues (e.g., BDI/Albanian opposition responses to Constitutional Court rulings on quotas/language), with no escalation into youth-specific instability.[[10]](https://bti-project.org/en/reports/country-report/MKD)
- 2025 local election analysis (published March 2026) highlights persistent underrepresentation of young people (18–29) in local governance.[[11]](https://www.wfd.org/what-we-do/resources/youth-representation-2025-local-elections-north-macedonia)
- No reports of currency crises, major economic shocks, or targeted recruitment affecting this demographic in the recent period. Emigration of young/skilled workers remains a noted structural issue.[[12]](https://bti-project.org/fileadmin/api/content/en/downloads/reports/country_report_2026_MKD.pdf)

**Notable 2025 NGO/academic or related reports** (some with 2026 publication/analysis dates) on youth issues do not indicate sharp recent deteriorations:

- BTI 2026 Country Report discusses historically high youth unemployment (now lower but still elevated), emigration, and patronage in employment.[[12]](https://bti-project.org/fileadmin/api/content/en/downloads/reports/country_report_2026_MKD.pdf)
- EU Commission 2025 Report (Nov. 2025) covers the Youth Guarantee implementation and references post-Kochani protests over corruption/institutional issues.[[7]](https://enlargement.ec.europa.eu/document/download/267b368e-6b55-4a42-bb72-6395593de4da_en?filename=north-macedonia-report-2025.pdf)
- WFD analysis (March 2026) on 2025 local elections notes low youth candidate representation.[[11]](https://www.wfd.org/what-we-do/resources/youth-representation-2025-local-elections-north-macedonia)
- Other papers (e.g., SCiDEV on youth employment models, Feb. 2026) emphasize persistent structural challenges like mismatches.[[6]](https://scidevcenter.org/wp-content/uploads/2026/02/Y-O-Model-Youth-Employment-in-North-Macedonia.pdf)

**No adverse changes to internet/mobile infrastructure** (e.g., shutdowns or coverage losses) in the recent period. Positive developments include near-100% 5G/4G/3G coverage, competitive mobile/fixed broadband speeds, and ongoing digital strategies (National ICT Strategy 2023–2027).[[13]](https://www.ebrd.com/content/dam/ebrd_dxp/assets/pdfs/country-strategies/north-macedonia/north-macedonia-country-strategy-2025-30.pdf)[[14]](https://www.elibrary.imf.org/view/journals/002/2025/101/article-A001-en.xml)

- A brief May 2025 power outage caused temporary internet traffic drops (~60% for ~2 hours), but this predates the window and was not a deliberate shutdown.[[15]](https://blog.cloudflare.com/q2-2025-internet-disruption-summary/)

**Overall assessment**: No developments in the last 60 days appear to significantly shift the instability picture from the provided baseline (youth male unemployment ~28.9% in 2025; fuse score 54.6/100). Unemployment data remains aligned with prior levels, youth political engagement shows continuity (underrepresentation and earlier protest activity), and infrastructure is stable or advancing. Sources are primarily international statistical/modeling bodies (World Bank/ILO via data portals), EU reports, and think tanks; primary national statistical office updates were not newly highlighted in this timeframe. For the most current raw LFS data, check the State Statistical Office of North Macedonia (stat.gov.mk).

**State Statistical Office (SSO / Državen zavod za statistika) of the Republic of North Macedonia**  
- URL: https://www.stat.mk/en/ (main site) and https://www.stat.gov.mk/OtvoreniPodatociApi_en.aspx (open data/API page)  
- API: Yes (PxWeb/SDMX-based open data API for machine-readable access; also supports downloads in Excel, PC-Axis, JSON, etc.)  
- Update frequency: Quarterly (labor force/unemployment data, e.g., active population, youth unemployment); some monthly indicators  
- Auth required: None (public/open data)  

**National Bank of the Republic of North Macedonia (NBRM / NBStat)**  
- URL: https://www.nbrm.mk/ (statistics section) and https://nbstat.nbrm.mk/ (data portal)  
- API: Yes (NBStat API for programmatic access to economic/monetary/financial data, including balance of payments and indicators relevant to youth employment/economy)  
- Update frequency: Quarterly or monthly (economic indicators, interest rates, labor-related financial stats)  
- Auth required: None (public; data free to use with source attribution)  

**Open Data Portal of the Republic of North Macedonia (data.gov.mk)**  
- URL: https://portal.mdt.gov.mk/ (or linked via mdt.gov.mk)  
- API: Yes (dedicated API for automated retrieval across 280+ datasets from public institutions, including labor/economic data)  
- Update frequency: Varies by source/dataset (often quarterly or as released by SSO/NBRM)  
- Auth required: None (free/open access)  

**ILOSTAT (Europe & Central Asia regional focus with North Macedonia breakdowns)**  
- URL: https://ilostat.ilo.org/data/europe-and-central-asia/ and country profile https://ilostat.ilo.org/data/country-profiles/mkd/  
- API: Partial (bulk downloads, SDMX tools, and data explorer; not a full custom REST API but machine-readable exports and programmatic options)  
- Update frequency: Quarterly/annual (labor force, youth unemployment, NEET rates)  
- Auth required: None (free/open)  

**Balkan Insight (regional news covering North Macedonia)**  
- URL: https://balkaninsight.com/ (North Macedonia sections and feeds)  
- API/RSS: Yes (reliable RSS feeds, e.g., https://balkaninsight.com/category/bi/macedonia/feed/)  
- Update frequency: Daily/ongoing (news on youth, economy, instability)  
- Auth required: None (free RSS)  

**Eurostat (candidate countries including North Macedonia in Europe & Central Asia aggregates)**  
- URL: https://ec.europa.eu/eurostat/ (search for MK or ECA labor data)  
- API: Yes (SDMX REST API for statistical data)  
- Update frequency: Quarterly/annual (unemployment, labor market indicators with country breakdowns)  
- Auth required: None (free)  

These are primary, non-inference sources focused on direct data releases or feeds. They complement the already-used sources (e.g., World Bank, ACLED) with North Macedonia-specific granularity on labor/youth employment and economic indicators. APIs are generally free/public with no paid tiers noted. Always verify current endpoints and terms on the sites, as implementations can evolve.

**No major new government, ILO, or World Bank releases on youth (15-24) or male-specific unemployment in Georgia in the last ~60 days (roughly early April–early June 2026) that update the 29.2% baseline figure.**[[1]](https://georgiatoday.ge/unemployment-rate-in-georgia-remains-at-13-9-in-2025-geostat-reports/)[[2]](https://www.businessinsider.ge/Economic/unemployment-rate-in-georgia-falls-to-14-4-in-q1-2026-geostat-36398?lng=eng)

Geostat (National Statistics Office) reported overall unemployment at 13.9% for full-year 2025 (unchanged from 2024), with Q1 2026 at 14.4% (down 0.3 pp year-on-year). Youth unemployment (modeled ILO estimates) stood at ~30.3% total for 2025; narrower figures (e.g., ages 20-24) were lower at 17.6%. Labor force participation and employment rates edged down slightly. Geostat’s site includes age-group breakdowns and NEET data, but no fresh male 15-24 disaggregation beyond prior modeled estimates appears in recent releases.[[3]](https://www.geostat.ge/en/modules/categories/683/Employment-Unemployment)[[4]](https://tradingeconomics.com/georgia/youth-unemployment-rate)[[5]](https://fred.stlouisfed.org/series/SLUEM1524ZSGEO)

**Ongoing 2024–2026 protests and related political/security developments continue to affect young men (18-35), with recent escalations in repression but no new large-scale events, coups, militia recruitment, or economic shocks/currency crises in the last 60 days.**[[6]](https://en.wikipedia.org/wiki/2024%E2%80%932026_Georgian_protests)

- Protests (pro-EU, anti-government) have persisted daily or near-daily since late 2024, reaching 456+ days by late May 2026, including major rallies on Independence Day (May 26, 2026).[[7]](https://www.instagram.com/p/DVRZ6-2DCQR/)
- On May 7, 2026, ten people (including a prominent opera singer) received lengthy prison sentences for organizing/participating in election-day protests and alleged violence/attempted overthrow during 2025 municipal elections.[[8]](https://www.reuters.com/world/georgia-hands-down-long-sentences-election-day-protest-organisers-2026-05-07/)
- May 2026 saw further opposition arrests/detentions (e.g., former Defence Minister Irakli Okruashvili on May 14; others on May 22 and 30) tied to parliamentary commissions and protest-related charges.[[6]](https://en.wikipedia.org/wiki/2024%E2%80%932026_Georgian_protests)
- Broader crackdowns include fines, administrative arrests for minor protest actions (e.g., standing on pavements), and restrictive laws; these have disproportionately impacted student/youth protesters via police force, surveillance, and due-process issues.[[9]](https://freedomhouse.org/country/georgia/freedom-world/2026)

These sustain pressure on youth but do not represent a sharp escalation beyond the established pattern. No reports of currency crises, major economic shocks, or militia activity targeting young men.

**No notable new NGO or academic reports specifically on Georgia’s youth situation published in 2025 (or early 2026) surfaced in targeted searches.** Broader reports (e.g., IMF Article IV noting ~30% youth unemployment as structural; BTI 2026 country report on democratic backsliding and labor issues) reference ongoing challenges but predate or fall outside the narrow recent window.[[10]](https://afterschoolalliance.org/AA3PM/data/georgia/demand)[[11]](https://bti-project.org/en/reports/country-report/GEO)

**No changes to internet/mobile infrastructure access (shutdowns, major rollouts, or coverage shifts) reported for Georgia.**[[12]](https://www.accessnow.org/campaign/2026-elections-and-internet-shutdowns-watch/)

**Assessment vs. baseline**: Youth unemployment remains structurally high (~30% modeled total; baseline male figure aligns with available data) with no significant recent update. Political instability via sustained protests and targeted repression continues without major new triggers in the period. No flags for abrupt shifts in the instability picture. Sources primarily include Geostat via secondary reporting (May 2026), Reuters (May 7, 2026), Wikipedia compilation of events, and Freedom House/BTI overviews. For primary data, check geostat.ge employment pages or ilostat.ilo.org.

**Geostat (National Statistics Office of Georgia)**: https://www.geostat.ge/en (labor/employment section: https://www.geostat.ge/en/modules/categories/683/Employment-Unemployment and dedicated youth/children portal). No public API identified (downloads via PC-AXIS database and direct CSV/Excel exports available on data pages). Updates: quarterly/annual for labor force and unemployment (e.g., detailed indicators by sex/activity). Auth: none (free public downloads).[[1]](https://www.geostat.ge/en)[[2]](https://www.geostat.ge/en/modules/categories/683/Employment-Unemployment)

**National Bank of Georgia (NBG) Statistics Portal**: https://nbg.gov.ge/en/statistics/statistics-data (covers monetary, financial, exchange rates, and some economic indicators relevant to youth employment/economy). No dedicated public macro data API (Open Banking APIs exist for financial institutions but not general stats; unofficial wrappers for rates only). Updates: monthly/quarterly. Auth: none for downloads.[[3]](https://nbg.gov.ge/en/statistics/statistics-data)

**ILOSTAT (Europe & Central Asia regional focus)**: https://ilostat.ilo.org/data/europe-and-central-asia/ (country breakdowns for Georgia on youth unemployment, NEET, labor force indicators). API: yes (bulk downloads, SDMX, and query tools; also via World Bank integration). Updates: annual/periodic. Auth: none (free).[[4]](https://ilostat.ilo.org/data/europe-and-central-asia/)

**World Bank Human Capital Data Portal / Open Data (Georgia-specific views)**: https://humancapital.worldbank.org/en/economy/GEO and https://data.worldbank.org/ (youth unemployment, NEET, employment by activity for Georgia). API: yes (REST API with CSV/XML/Excel exports). Updates: annual. Auth: none (free; already partially covered but country-specific pages useful).[[5]](https://humancapital.worldbank.org/en/economy/GEO)

**Reliable local/regional news sources with RSS** (for crisis/youth instability monitoring): Civil.ge (https://civil.ge/ — English-language coverage of Georgia politics/economy; check site for RSS) or Agenda.ge. No dedicated public news API found; RSS feeds available on many Georgian outlets (e.g., via general aggregators or site-specific). Updates: daily. Auth: none. (General reliable RSS options like Reuters or BBC World also cover the region consistently.)

**Additional notes**: 
- No strong matches found for dedicated public APIs from finance ministry, specific ECA regional banks (e.g., no ADB/ESCWA equivalents with Georgia focus yielding youth data APIs), or NGOs/think tanks (e.g., crisis/poverty trackers) with open APIs. Geostat and ILOSTAT are the strongest primary non-inference sources for labor/youth metrics. Always verify current download/API status directly, as portals evolve.

**No major new developments in the last 60 days (roughly early April to early June 2026) significantly alter Angola’s youth instability baseline (youth unemployment 15-24 male national: 27.8% in 2025; national instability fuse score: 58.2/100).**[[1]](https://fred.stlouisfed.org/series/SLUEM1524ZSAGO)[[2]](https://tradingeconomics.com/angola/youth-unemployment-rate)

Key findings by category (focused on recency, specificity, and sources):

**1. Government/ILO/World Bank data on youth or male unemployment**  
- No new ILO or World Bank modeled estimates released in the period. The latest modeled youth unemployment (total 15-24, ILO estimate) remains ~27.2% for 2025 (FRED/World Bank data, updated February 2026). This is consistent with the male-specific baseline of 27.8%.[[1]](https://fred.stlouisfed.org/series/SLUEM1524ZSAGO)[[3]](https://data.worldbank.org/indicator/SL.UEM.1524.ZS?locations=AO)  
- Angola’s National Institute of Statistics (INE) released updated national labor market data on or around May 12, 2026, showing youth unemployment at 43.3–43.6% in Q4 2025 (down from 48.7% in Q3 2025) under a revised methodology aligned with ILO standards. Informal employment accounts for ~79% of total jobs. This reflects persistent high national figures (distinct from modeled ILO estimates) but no 2026 updates.[[2]](https://tradingeconomics.com/angola/youth-unemployment-rate)[[4]](https://www.ecofinagency.com/news-services/1205-55499-nearly-half-of-young-angolans-remained-unemployed-at-end-of-2025)  
- Earlier 2026 references (e.g., April 2026) cited youth unemployment around 51.8% (15-24) or noted projections, but these predate the INE release and align with the pattern of elevated national vs. modeled rates.[[5]](https://360mozambique.com/world/angola/angola-national-institute-of-statistics-projects-unemployment-rate-to-drop-to-28-3-by-2025/)  
- World Bank support via the $250 million Angola Youth Employment Opportunities Project (approved March 2025, targeting 500,000 youth aged 16-35) continues but had no new announcements in the period.[[6]](https://www.worldbank.org/en/news/press-release/2025/03/21/world-bank-boosts-support-to-enhance-employment-opportunities-for-500-000-young-people-in-afe-angola)

**2. Political, security, or economic events affecting young men (18-35)**  
- No reports of new protests, coup attempts, militia recruitment, or major economic shocks/currency crises in the last 60 days.  
- Earlier 2025 unrest (July 2025 fuel subsidy cuts/protests in Luanda and other provinces) involved significant youth participation, with 22–30 deaths, hundreds injured, and 1,200+ arrests; these remain a reference point for risks but fall well outside the recent window.[[7]](https://www.crisisgroup.org/africa/east-and-southern-africa/angola)[[8]](https://www.aljazeera.com/news/2025/8/5/in-oil-rich-angola-poverty-hunger-and-deadly-unrest-over-fuel-price-hikes)[[9]](https://www.hrw.org/world-report/2026/country-chapters/angola)  
- The BTI 2026 Angola Country Report (released ~2026) notes ongoing youth activist potential for mobilization and risks of future protests (e.g., around 2027 elections), alongside economic pressures, but highlights no acute 2026 incidents.[[10]](https://bti-project.org/en/reports/country-report/AGO)[[10]](https://bti-project.org/en/reports/country-report/AGO)

**3. Notable NGO or academic reports on Angola’s youth situation (2025–2026)**  
- BTI 2026 Angola Country Report discusses youth groups’ protest mobilization capacity amid socioeconomic challenges.[[10]](https://bti-project.org/en/reports/country-report/AGO)  
- Mastercard Foundation’s *Africa Youth Employment Outlook 2026* (Feb 10, 2026) provides regional context (high informality ~90%, agriculture dominance, NEET rates) without Angola-specific 2026 updates.[[11]](https://mastercardfdn.org/en/our-research/africa-youth-employment-outlook-2026/)  
- UNDP Angola 2025 Annual Report and related 2026 summaries highlight youth skills/training programs (e.g., tech/AI skills for 150+ young Angolans) and entrepreneurship support.[[12]](https://www.undp.org/sites/g/files/zskgke326/files/2026-04/undp_angola-2025_annual_report.pdf)  
- Other 2025/early 2026 outputs (e.g., UNICEF Angola 2025 report, UN Doha Programme national report March 2026, WHO Angola 2025 report) address broader youth issues like NEET (~26.4% in one reference) or health but do not indicate sharp deterioration.[[13]](https://www.un.org/ohrlls/sites/www.un.org.ohrlls/files/doha_angola_reporting_2026_march_17.pdf)  
No reports in the last 60 days flag acute new instability drivers.

**4. Internet/mobile infrastructure changes**  
- No internet or mobile shutdowns reported for Angola (0 incidents noted in available 12-month data through mid-2025, with no contrary 2026 reports).[[14]](https://pulse.internetsociety.org/en/reports/AO)  
- Ongoing/prior expansions under the national digital strategy (e.g., fiber optic rollout, targets for 3G ~93%, 4G ~32%, 5G ~21% coverage by 2027) continue without major new announcements or disruptions in the period.[[15]](https://globalvalidity.com/angola-national-strategy-expands-internet-access-and-digital-inclusion/)  
- 2026 coverage overviews note strong Unitel nationwide performance and ~44.8% internet penetration (end-2025 data); mobile broadband connections remain high relative to population.[[16]](https://datareportal.com/reports/digital-2026-angola)[[17]](https://sparkroam.com/angola-mobile-network-coverage/)

**Assessment of shifts from baseline**: None identified. Unemployment data remains consistent with the provided 2025 figures (modeled ILO estimates stable near baseline; national rates elevated but directionally stable or slightly improved in latest quarterly data). No acute events, infrastructure disruptions, or reports in the window suggest escalation. Persistent structural issues (high informality, youth NEET, past protest risks) continue to underpin the instability fuse score but show no recent intensification. Sources are primarily World Bank, INE (via Trading Economics/Ecofin), BTI, and UN-related reports.

**National statistics bureau (INE - Instituto Nacional de Estatística):**  
- **Name/URL**: INE Angola (https://www.ine.gov.ao/). No public API; machine-readable downloads (e.g., Excel/CSV via publications and surveys like Inquérito ao Emprego / employment survey). Update frequency: Quarterly (e.g., unemployment, PIB, inflation indicators) to annual. Auth: None (public site with publications and key indicators).[[1]](https://www.ine.gov.ao/)

**Central bank (Banco Nacional de Angola - BNA):**  
- **Name/URL**: Banco Nacional de Angola (https://www.bna.ao/). No dedicated public statistical API (open banking APIs not available); statistics section offers downloadable data on monetary/financial indicators, external stats, prices/national accounts (youth/economic proxies via labor force or related). Update frequency: Monthly (e.g., credit, exchange rates, monetary stats). Auth: None for public downloads; third-party exchange rate APIs exist but not official.[[2]](https://www.bna.ao/)

**Regional databases (AfDB / Africa Information Highway):**  
- **Name/URL**: Angola Data Portal (part of AfDB Africa Information Highway; https://angola.opendataforafrica.org/ or https://dataportal.opendataforafrica.org/). API: Yes (open data platform supports programmatic access/downloads). Update frequency: Regular (country-specific socio-economic, employment, economic indicators with Sub-Saharan breakdowns). Auth: None (free/open).[[3]](https://www.afdb.org/en/knowledge/statistics/africa-information-highway-aih)

**Local/regional news RSS feeds:**  
- **Name/URL**: Club-K RSS, Correio da Kianda RSS, Notícias de Angola RSS, Folha 8 RSS, O País RSS (examples from aggregated lists; https://rss.feedspot.com/angola_news_rss_feeds/). API: No (RSS feeds only). Update frequency: Daily/as published. Auth: None.[[4]](https://rss.feedspot.com/angola_news_rss_feeds/)

**NGO/think tank data APIs:**  
- Limited dedicated public APIs identified beyond the AfDB portal above (already covers Angola-specific open data). Broader platforms like ILOSTAT or UN sources exist but are not Angola-exclusive. No high-profile crisis/poverty-specific Angola API found matching the criteria.

**No significant new developments in the last 60 days (approximately April 8–June 7, 2026) that would materially shift the youth instability baseline for the U.S. Virgin Islands (USVI/VIR).** The baseline youth unemployment figure (15-24 male, national: 20.6% in 2025) aligns closely with available modeled data, and no major political/security/economic shocks, new unemployment releases, or infrastructure disruptions were identified.[[1]](https://fred.stlouisfed.org/series/SLUEM1524ZSVIR)[[2]](https://data.worldbank.org/indicator/SL.UEM.1524.ZS?locations=US)

### 1. Youth/Male Unemployment Data Releases (ILO/World Bank/Government)
- The most recent modeled ILO estimate (via World Bank/FRED) shows **total youth unemployment (15-24) at 24.2% for 2025** (up slightly from 23.0% in 2024). This is an annual modeled figure; no quarterly or male-specific updates were released in the last 60 days.[[1]](https://fred.stlouisfed.org/series/SLUEM1524ZSVIR)[[2]](https://data.worldbank.org/indicator/SL.UEM.1524.ZS?locations=US)
- USVI Department of Labor (VIDOL) resources track general labor statistics (e.g., LAUS unemployment via vidolviews.org) but contain no new youth- or male-specific releases or revisions in this period. A January 2025 announcement covered 2025 UI tax rates for employers only.[[3]](https://www.vidol.gov/labor-statistics/)
- No new ILO or World Bank territory-specific releases for USVI appeared in searches. Broader 2025–2026 ILO reports discuss regional Latin America & Caribbean youth unemployment trends (stable/high but not USVI-specific).[[4]](https://www.ilo.org/sites/default/files/2025-01/WESO25_Trends_Report_EN.pdf)

The baseline male figure (20.6%) is plausible given typical gender gaps in youth data and does not appear contradicted by the total rate.

### 2. Political, Security, or Economic Events Affecting Young Men (18-35)
- No reports of protests, coup attempts, militia recruitment, major economic shocks, or currency issues in USVI during the period. Searches returned unrelated or older items (e.g., power system challenges noted in March 2026).[[5]](https://www.facebook.com/USVIWAPA/posts/st-thomas-stjohn-us-virgin-islands-march-31-2026-the-virgin-islands-water-and-po/1251839140471592/)
- USVI remains a stable U.S. territory with no indicators of heightened instability for this demographic.

### 3. NGO/Academic Reports on Youth Situation (Published 2025+)
- No new 2025 or 2026 NGO/academic reports specifically on USVI youth instability, unemployment, or related risks were published or highlighted in the last 60 days.
- Existing/referenced materials include the St. Croix Foundation’s KIDS COUNT USVI reports (latest referenced data from 2023–2025 periods, focusing on child well-being, education, and first-generation college students) and a May 2026 summit mention, but these predate or fall outside the recent window and do not indicate shifts.[[6]](https://www.stxfoundation.org/news/u-s-virgin-islands-bright-spots-in-child-well-being-include-a-high-rate-of-first-generation-college-students-while-hot-spots-align-with-national-data-indicating-the-need/)[[7]](https://www.youtube.com/watch?v=VOJg2fJRYqY)
- Older juvenile justice testimony (Oct 2025) noted decreasing youth arrest/incarceration trends nationally but ongoing challenges in USVI—again, not recent.[[8]](https://legvi.org/committee-receives-testimony-concerning-youth-challenges/)

### 4. Internet/Mobile Infrastructure Changes
- No shutdowns, major new rollouts, or coverage changes reported in the last 60 days.
- A March 2026 power outage (pre-period) briefly disrupted internet via VI Powernet (near-zero traffic on affected islands for ~2.5 hours), with partial recovery due to alternative providers.[[9]](https://blog.cloudflare.com/q1-2026-internet-disruption-summary/)
- General coverage maps for major carriers (Verizon, T-Mobile, etc.) show standard service with no flagged alterations.[[10]](https://villamargarita.com/st-croix-cell-phone-service-usvi/)

**Overall assessment**: The instability picture remains consistent with the provided baseline. No flags for escalation. USVI data is often modeled/annual, so monitor VIDOL (vidol.gov) and World Bank/ILO portals for future updates. Sources primarily include World Bank data.worldbank.org, FRED (fred.stlouisfed.org), VIDOL, and Cloudflare Radar summaries.

**US Virgin Islands (U.S.)-specific and relevant non-inference data sources** (focusing on labor/unemployment, economic/youth indicators; USVI is a US territory, so many sources are federal or territorial extensions of US systems rather than fully independent national ones):

- **US Virgin Islands Department of Labor (VIDOL) Labor Statistics / vidolviews.org**: https://www.vidol.gov/labor-statistics/ and https://www.vidolviews.org/ (LAUS unemployment, QCEW, CES, OEWS). No dedicated public API (data via web views and likely CSV/Excel downloads). Updates: Monthly/quarterly for key labor series. Auth: None (public access).[[1]](https://www.vidol.gov/labor-statistics/)

- **US Bureau of Labor Statistics (BLS) Public Data API**: https://www.bls.gov/developers/ (covers VI-specific series via LAUS, CES, QCEW, etc.). API: Yes (v2). Updates: Monthly (unemployment/labor force) or quarterly/annual. Auth: Free (API key recommended/required for higher limits; public data otherwise accessible).[[2]](https://github.com/cran/blsAPI)

- **US Virgin Islands Bureau of Economic Research (USVIBER)**: https://usviber.org/ (monthly tourism/economic reports, indicators). API: No. Updates: Monthly reports + archived data. Auth: None (PDFs/downloads).[[3]](https://usviber.org/)

- **FRED (Federal Reserve Bank of St. Louis)**: https://fred.stlouisfed.org/ (VI-specific series e.g., insured unemployment rate VIRINSUREDUR, GDP). API: Yes. Updates: Varies (often monthly or as released). Auth: Free API key.[[4]](https://fred.stlouisfed.org/series/VIRINSUREDUR)

- **CEPALSTAT (ECLAC Statistical Data Portal)**: https://statistics.cepal.org/portal/cepalstat/index.html (LAC regional database with country breakdowns; some coverage/proxy indicators for USVI/territories in SDGs, labor, youth, poverty). API: Partial (Open Data/API access noted; R package available). Updates: Regular/ongoing. Auth: None.[[5]](https://statistics.cepal.org/portal/cepalstat/index.html?lang=en)

- **Global Voices RSS feeds (Caribbean/US Virgin Islands section)**: https://globalvoices.org/feeds/ or https://globalvoices.org/-/world/caribbean/us-virgin-islands/ (reliable regional coverage including USVI). RSS: Yes. Updates: As published (irregular but consistent for region). Auth: None.[[6]](https://globalvoices.org/feeds/)

- **KIDS COUNT Data Center (Annie E. Casey Foundation)**: Data center or state/territory pages (USVI child/youth poverty, well-being, family indicators from Census and local sources). API: No (downloads/tables). Updates: Periodic (annual or as new Census/local data). Auth: None.[[7]](https://www.stxfoundation.org/news/usvi-and-national-kids-count-data-align-on-how-geography-shapes-child-well-being/)

- **US Bureau of Economic Analysis (BEA)**: https://www.bea.gov/ (USVI GDP and related territorial economic accounts). API: Partial/limited (primarily downloads; some series via FRED). Updates: Annual (with lags). Auth: None.[[8]](https://www.bea.gov/news/2022/gross-domestic-product-us-virgin-islands-2020)

**Notes**: No dedicated central bank exists for USVI (data flows through US federal systems like BLS/BEA or territorial bureaus). Regional LAC sources (e.g., CEPALSTAT, IDB) often have limited or proxy coverage for US territories like USVI. Local news RSS options exist but are fragmented; Global Voices provides one reliable aggregated feed. All listed sources are publicly accessible and focus on primary/official data (no inference models). Verify current API endpoints and coverage for VI series directly, as territorial data granularity can vary.

**No significant new government, ILO, or World Bank releases on Guyana youth (or male-specific) unemployment in the last 60 days (approx. April–early June 2026).**[[1]](https://data.worldbank.org/indicator/SL.UEM.1524.MA.NE.ZS?locations=GY)[[2]](https://fred.stlouisfed.org/series/SLUEM1524ZSGUY)

The most recent official data remains the Guyana Labour Force Survey (GLFS) Q4 2024 (released ~March 2026 by the Bureau of Statistics): overall unemployment at a historic low of 6.8% (down from 12.8% in 2020); youth unemployment (15-24) at 12.1% (sharp drop from 31.9% in Q3 2021). Government statements (e.g., Budget 2026 highlights and President Ali addresses in early 2026) emphasize over 104,000 sustainable jobs created 2020–2025, with unemployment more than halved and youth unemployment “dramatically reduced.”[[3]](https://dpi.gov.gy/unemployment-slashed-by-more-than-half-as-diversification-drives-job-growth-president-ali/)[[4]](https://statisticsguyana.gov.gy/wp-content/uploads/2019/10/GLFS-2024-Bulletin.pdf)[[5]](https://dpi.gov.gy/unemployment-rate-drops-to-historic-low-of-6-8-per-cent-guyana-labour-force-survey/)

World Bank/FRED modeled ILO estimates show higher figures: total youth unemployment ~24.9% in 2025 (annual); the baseline male youth (15-24) rate of 20.4% (2025) aligns with available disaggregated national estimates but has no fresh updates.[[2]](https://fred.stlouisfed.org/series/SLUEM1524ZSGUY)[[6]](https://www.statista.com/statistics/812073/youth-unemployment-rate-in-guyana/?srsltid=AfmBOooO7Ejb6ccFO3sK8khBoU40hZBHpEbT14dsbKL8mCe5-Fv7Gq1U) The ILO’s Guyana Decent Work Country Programme 2025–2030 (published June 2025) cites older data (e.g., youth unemployment 31.9%, NEET ~35.7% with female overrepresentation).[[7]](https://www.ilo.org/sites/default/files/2025-06/Guyana%20DWCP%202025-30.pdf)

**No major political, security, or economic shocks affecting young men (18-35) in the last 60 days.** Searches found no reports of protests, coup attempts, militia recruitment, or currency/economic crises tied to youth. Broader context includes ongoing positive government messaging on youth as “vital human capital,” youth forums at the 2026 Guyana Energy Conference, and UN-related youth engagement statements. Isolated older or localized incidents (e.g., past protests or demonstrations) do not indicate a surge.[[8]](https://www.facebook.com/100064674132936/photos/d41d8cd9/1306644304834695/)[[9]](https://www.youtube.com/watch?v=3tAyd7LZKp8)

**No notable new NGO or academic reports on Guyana’s youth situation published in 2025 (or recently) within the last 60 days.** The 2025 ILO DWCP remains the key reference; other items (e.g., Global Youth Tobacco Survey, Oct 2025) predate the window.[[10]](https://www.paho.org/en/news/3-10-2025-strengthening-tobacco-control-guyana-completes-global-youth-tobacco-survey)

**Internet/mobile infrastructure: Positive developments, no shutdowns.** One Communications announced a US$25 million investment in 2026 for domestic fibre expansion, strengthened mobile coverage, and capacity building (March 2026 statements). Network upgrades include phasing out 2G for faster 4G LTE (April 2026 updates), aiming for broader high-speed access (targeting 75% coverage of fastest speeds). No reports of shutdowns, outages, or coverage reductions.[[11]](https://www.facebook.com/OneCommguyana/posts/in-2026-we-plan-on-investing-25-million-into-expanding-domestic-fibre-strengthen/1346912134137228/)[[12]](https://www.facebook.com/OneCommguyana/posts/2g-is-out-were-upgrading-the-network-to-deliver%EF%B8%8Ffaster-speeds%EF%B8%8Fclearer-calls%EF%B8%8Fa-mo/1381344754027299/)

**Assessment vs. baseline (youth male unemployment 20.4% in 2025; instability fuse 59.1/100):** Nothing in the last 60 days indicates a significant negative shift. Official statistics and government narratives point to continued labor market improvements and job creation into 2025–2026, alongside infrastructure gains that could support economic inclusion for young men. Modeled international estimates remain higher than recent national survey figures, but no fresh data challenges the downward trend reported by Guyanese authorities. Monitor for Q1/Q2 2026 GLFS releases or new ILO/World Bank updates, as these would provide the next concrete benchmarks. Sources primarily include World Bank data portals, FRED, Guyana DPI/Bureau of Statistics releases, and ILO documents.

**Bullet list of identified Guyana-specific or LAC-regional non-inference data sources (focusing on youth-relevant indicators like labor/unemployment, economic, social/poverty, and news monitoring).** These supplement the global sources already in use. Details are based on official sites and documentation; APIs are rare for small national offices.[[1]](https://statisticsguyana.gov.gy/)[[2]](https://statisticsguyana.gov.gy/IMF_NSDP/Guyana_NSDP.htm)

- **Bureau of Statistics Guyana (national stats office)**: https://statisticsguyana.gov.gy/ — No public API; machine-readable Excel/CSV downloads and PDF bulletins (e.g., Guyana Labour Force Survey/GLFS reports with unemployment, youth employment/NEET, labor force data). Update frequency: Quarterly or as surveys released (e.g., Q4 2024 bulletin). Auth required: None (open downloads).[[3]](https://statisticsguyana.gov.gy/wp-content/uploads/2019/10/GLFS-2024-Bulletin.pdf)

- **Bank of Guyana (central bank)**: https://www.bankofguyana.org.gy/ (data via IMF NSDP links) — No public API; Excel downloads for macroeconomic/financial indicators (e.g., depository corporations survey, interest rates, balance of payments) that support youth employment/economic context. Update frequency: Periodic (aligned with e-GDDS). Auth required: None.[[2]](https://statisticsguyana.gov.gy/IMF_NSDP/Guyana_NSDP.htm)

- **CEPALSTAT (ECLAC/UN Economic Commission for Latin America and the Caribbean)**: https://statistics.cepal.org/portal/cepalstat/ — Yes, Open Data/API for massive/developer access (plus R package wrappers like CepalStatR); country breakdowns for Guyana on youth, social inclusion, employment, poverty, demographics, and SDGs. Update frequency: Ongoing/regular releases. Auth required: None (open).[[4]](https://statistics.cepal.org/portal/cepalstat/index.html?lang=en)[[4]](https://statistics.cepal.org/portal/cepalstat/index.html?lang=en)

- **Stabroek News (reliable local Guyana news)**: https://www.stabroeknews.com/ (RSS: https://www.stabroeknews.com/feed/) — Partial (RSS feed, no full REST API); covers Guyana politics, economy, youth issues, and instability reliably. Update frequency: Daily/multiple times per day. Auth required: None.[[5]](https://www.stabroeknews.com/rssfeeds/)[[5]](https://www.stabroeknews.com/rssfeeds/)

- **Global Voices (regional/Caribbean news with Guyana coverage)**: https://globalvoices.org/ (Guyana-specific RSS feeds available) — Partial (RSS feeds by country/region); English-language reporting on Guyana and LAC youth/social issues. Update frequency: As published (irregular but reliable). Auth required: None.[[6]](https://globalvoices.org/feeds/)

Additional notes: No dedicated public APIs were identified for Guyana-specific NGO/think-tank crisis or poverty tracking (global sources like World Bank or ACLED already cover this). Regional options like IDB social indicators databases exist but are largely aggregated or require direct requests rather than public APIs. Always verify current download formats and licensing on the sites, as small statistical offices prioritize reports over developer APIs.

**No major new official releases on youth (15-24 male) unemployment rates in the last 60 days (post ~April 6, 2026).** World Bank/ILO-modeled estimates show total youth unemployment (15-24) at 38.075% for 2025 (updated February 2026), close to the baseline of 39.0% for males.[[1]](https://fred.stlouisfed.org/series/SLUEM1524ZSTUN)[[2]](https://www.statista.com/statistics/813115/youth-unemployment-rate-in-tunisia/?srsltid=AfmBOoo839L-CDkhDKl96WnhKPNEBs0X08wyVwtKAV7TVSWtTYHFDLAj) Overall national unemployment fell modestly to 15.0% in Q1 2026 (from 15.2% in Q4 2025), per Tunisia’s National Institute of Statistics (INS) release around May 15, 2026; youth rates remain above the national average, with persistent pressures on graduates (especially females).[[3]](https://www.theglobaleconomy.com/Tunisia/unemployment_rate_monthly/)[[4]](https://en.africanmanager.com/tunisia-unemployment-slightly-drops-to-15-in-q1-2026/)

No new male-specific youth breakdowns or 2026 annual figures from ILO/World Bank were identified in this period. Recent NGO assessments (e.g., Danish Refugee Council Labour Market Assessment referencing 2024 data) continue to cite ~40% youth unemployment (15-24).[[5]](https://drc.ngo/en/documents/drc-tunisia-youth-employment-and-inclusive-growth-in-tunisia-labour-market-assessment/)

**Ongoing protests and economic discontent directly affect young men (18-35).** Multiple demonstrations occurred in Tunis and elsewhere in spring 2026 (e.g., hundreds marching in May against economic crisis, living costs, and crackdowns on dissent/opposition; chants including “the people want the fall of the regime”). These followed earlier 2026 actions and involved labor/media groups, with authorities bracing for more.[[6]](https://www.instagram.com/reel/DYbBcOJnOqH/)[[7]](https://www.aljazeera.com/video/newsfeed/2026/5/17/tunisians-rally-amid-economic-crisis-and-political-arrests)

The Tunisian Social Observatory (FTDES) reported 501 protest actions in January 2026 (an increase), alongside suicides among young/unemployed men (including graduates).[[8]](https://ftdes.net/en/tunisian-social-observatory-january-2026/) A Brookings analysis (January 14, 2026) highlighted risks of renewed mass protests driven by disaffected youth amid authoritarian trends and weak institutions.[[9]](https://www.brookings.edu/articles/15-years-later-is-a-new-tunisian-revolution-possible/) No reports of coup attempts, militia recruitment, or acute currency/economic shocks beyond the chronic crisis.

**Notable 2025–2026 reports on Tunisia’s youth situation** include the Afrobarometer Dispatch No. 1163 (published April 8, 2026), which found that job creation is the top national problem for youth; 29% of young Tunisians (15-29) report being unemployed and actively seeking work (higher than older groups); youth view the country as moving in the “wrong direction” despite some personal optimism; and education does not reliably translate to employment.[[10]](https://www.afrobarometer.org/wp-content/uploads/2026/04/AD1163-Tunisian-youth-see-their-country-as-moving-in-the-wrong-direction-Afrobarometer-6april26.pdf)[[11]](https://www.afrobarometer.org/publication/ad1163-tunisian-youth-see-their-country-as-moving-in-the-wrong-direction-but-express-optimism-about-the-future/) Other references include the BTI 2026 Tunisia Country Report and DRC assessments emphasizing structural barriers, regional disparities, and youth engagement in civil society over formal politics.[[12]](https://bti-project.org/en/reports/country-report/TUN)

**No internet/mobile shutdowns or negative coverage changes reported.** Positive developments include plans for 192 digital projects and full public-service digitalization starting in 2026 under the 2026–2030 plan, supported by ~84% internet penetration and >125% mobile connections. A 3G network phase-out is slated for mid-2027 to advance 4G/5G.[[13]](https://www.wearetech.africa/en/fils-uk/news/tech/tunisia-launches-192-digital-projects-to-modernize-state-services)[[14]](https://www.ecofinagency.com/news-digital/2302-53162-tunisia-to-begin-3g-shutdown-in-2027-central-bank-warns-of-payment-impact) Isolated mentions of inconsistent/slow access exist but do not indicate major infrastructure shifts.

**Assessment vs. baseline (youth male unemployment 39.0% in 2025; fuse score 65/100):** Unemployment figures remain broadly consistent with no sharp deterioration in the latest data. However, sustained protests, youth-specific discontent (e.g., Afrobarometer findings on jobs as the core grievance), and economic pressures represent developments that could elevate instability risks, particularly among young men. Monitor INS quarterly releases and protest trends for further shifts.

**Here are relevant non-inference data sources for Tunisia (focusing on labor/unemployment, economic/youth employment indicators, and related regional coverage), drawn from official and public portals.** All are real, accessible public resources. Details on API, frequency, and auth are based on site documentation and descriptions (many support bulk downloads like CSV/Excel even without a full API). They complement your existing sources (e.g., World Bank, ACLED).[[1]](http://dataportal.ins.tn/en/API)[[1]](http://dataportal.ins.tn/en/API)

- **Tunisia Data Portal (INS - Institut National de la Statistique)**: National statistics bureau portal with labor force, unemployment (including youth/graduates by sex/region), employment, and related indicators. URL: http://dataportal.ins.tn/en/ (main site: http://www.ins.tn/). API: Yes (REST-style time-series API for indicators; docs at /en/API). Update frequency: Quarterly (e.g., employment/unemployment surveys) or as released. Auth: None (public). Machine-readable downloads and queries available.[[2]](http://www.ins.tn/en/statistiques/153)[[1]](http://dataportal.ins.tn/en/API)

- **Banque Centrale de Tunisie (BCT) Statistics**: Central bank data on economic/financial indicators, monetary stats, banking, and some employment-related or youth-relevant macro data (often cross-referenced with INS). URL: https://www.bct.gov.tn/ (Statistiques section). API: No (or partial/limited; no public developer API for bulk indicators found). Update frequency: Monthly/quarterly (daily for some exchange rates/indicators). Auth: None (public downloads, often Excel/CSV or tables).[[3]](http://www.ins.tn/en/statistiques/106)[[4]](https://www.bct.gov.tn/)

- **AfDB Statistical Data Portal (African Development Bank)**: Regional database with country breakdowns for Africa/MENA (Tunisia included) on socio-economic indicators, labor, employment, youth metrics, and development stats. URL: https://dataportal.opendataforafrica.org/. API: Yes (standard data portal API support for queries/downloads). Update frequency: Annual or as updated (varies by indicator). Auth: None (public).[[5]](https://www.re3data.org/repository/r3d100011929)

- **Arab Development Portal (ESCWA/UN)**: Regional platform for Arab countries (includes Tunisia + MENA coverage; relevant for Afghanistan/Pakistan-adjacent themes via broader development data). Covers SDGs, employment, poverty, economic indicators with country breakdowns. URL: https://data.unescwa.org/ (data catalog and country pages). API: Partial (query/visualization tools and downloads; no prominent public REST API highlighted). Update frequency: Varies (annual/periodic from national sources). Auth: None (public).[[6]](https://data.unescwa.org/)[[6]](https://data.unescwa.org/)

- **Global Voices RSS (Tunisia section)**: Reliable regional/MENA news aggregator with Tunisia-specific coverage (useful for qualitative context on youth instability, protests, or events). URL: https://globalvoices.org/-/world/middle-east-north-africa/tunisia/ (RSS feeds available). API: No (RSS feeds instead). Update frequency: As published (irregular but timely). Auth: None (public RSS).[[7]](https://globalvoices.org/feeds/)

Additional notes: The INS portal is the strongest primary source for granular Tunisia labor/unemployment data. BCT focuses more on macro/finance. Regional options (AfDB, ESCWA) provide comparable breakdowns across the target region. No prominent free public APIs were identified for dedicated Tunisia news or specific NGO crisis/poverty trackers (e.g., HDX has some Tunisia humanitarian datasets but limited API depth). Check each site for terms, as bulk access may have rate limits.

**No major shifts from the baseline (youth unemployment 15-24 male ~37.9% in 2025; national instability fuse score 66.1/100) in the last ~60 days (roughly April–early June 2026).** High youth unemployment persists as a structural issue, with no new ILO/World Bank releases or government data specifically updating male youth (15-24) figures beyond confirming the elevated range. Limited political/security events affecting young men (18-35) and no reported changes to internet/mobile infrastructure.[[1]](https://www.worldbank.org/ext/en/country/jordan)[[2]](https://fred.stlouisfed.org/series/SLUEM1524ZSJOR)

**1. Unemployment data/releases:**  
- World Bank modeled ILO estimates show total youth (15-24) unemployment at 38.876% for 2025 (down slightly from 39.053% in 2024). Male-specific recent modeled figures (e.g., 39.79% in 2024) align closely with the 37.9% baseline.[[2]](https://fred.stlouisfed.org/series/SLUEM1524ZSJOR)[[3]](https://tradingeconomics.com/jordan/unemployment-youth-male-percent-of-male-labor-force-ages-15-24-modeled-ilo-estimate-wb-data.html)  
- Jordan Department of Statistics (DoS) Q1 2026 data (released ~May 2026): Overall unemployment fell to 16.1% (down 0.5 pp YoY); Jordanian male unemployment at 17.9% (down 0.7 pp YoY). No youth breakdown in the latest quarterly release, but earlier patterns confirm youth concentration.[[4]](https://www.facebook.com/almamlakaen/posts/jordans-department-of-statistics-announced-that-the-overall-unemployment-rate-fe/122328762230232941/)  
- March 2026 IGC report (using Jordan Labour Market Panel Survey/JLMPS 2025 data): Unemployment heavily concentrated among youth—e.g., ~67% for ages 15-19 (small labor force share), 43% for 20-24, and 26% for 25-29. Male rates lower than female but still structurally high; overall labor force participation low at ~37%.[[5]](https://www.theigc.org/sites/default/files/2026-03/Al-Masaeid-Final-Report-March-2026.pdf)[[5]](https://www.theigc.org/sites/default/files/2026-03/Al-Masaeid-Final-Report-March-2026.pdf)  
- February 2026 Jordan Labour Market Assessment (UNHCR, data collected to Dec 2025): Persistent high unemployment/underemployment among youth, women, and refugees.[[6]](https://reliefweb.int/report/jordan/jordan-labour-market-assessment-report-february-2026)  
No Q2 2026 or post-Q1 youth-specific ILO/World Bank updates identified.

**2. Political, security, or economic events affecting young men (18-35):**  
- Pro-Palestine protests/demonstrations ongoing at low levels, with authorities banning some planned events (e.g., April 3, 2026, protests over Al-Aqsa Mosque closures and related issues). Crackdowns (arrests, cybercrimes law enforcement) noted in broader 2025–2026 reporting, but no major escalations, coups, militia recruitment, or economic shocks (e.g., currency crises) in the last 60 days.[[7]](https://www.facebook.com/news.kalerbarta/posts/the-jordanian-ministry-of-interior-has-officially-banned-all-protests-planned-fo/122245846550140002/)[[8]](https://www.hrw.org/world-report/2026/country-chapters/jordan)  
- Economic context: World Bank notes 2.8% GDP growth for 2025 (up from 2.6% in 2024), supported by agriculture/manufacturing/services; Q3 2025 unemployment at 21.4% (male 18%). Inflation contained (~1.1% Jan 2026). No acute shocks reported.[[1]](https://www.worldbank.org/ext/en/country/jordan)  
- Positive youth engagement examples: Young Jordanians in the US launched initiatives promoting Jordanian products tied to the 2026 FIFA World Cup (announced ~May 2026).[[9]](https://www.facebook.com/thejordantimes/posts/a-group-of-young-jordanians-based-in-the-us-has-launched-a-national-initiative-a/1388506336657556/)

**3. NGO/academic reports on youth (published 2025, with some 2026 releases using 2025 data):**  
- March 2026 IGC/JLMPS-based analysis and February 2026 UNHCR Labour Market Assessment (as above) highlight persistent school-to-work transition challenges, high NEET rates, and youth concentration in unemployment.[[5]](https://www.theigc.org/sites/default/files/2026-03/Al-Masaeid-Final-Report-March-2026.pdf)[[6]](https://reliefweb.int/report/jordan/jordan-labour-market-assessment-report-february-2026)  
- Earlier 2025 reports (e.g., Anera May 2025 situation report, UNICEF indicators) note youth unemployment ~39–46% range and high NEET (~40%), but these predate the 60-day window.[[10]](https://www.anera.org/blog/jordan-situation-report-may-2025/)[[11]](https://open.unicef.org/download-pdf?country-name=Jordan&year=2025)  
- BTI 2026 Jordan Country Report (covering developments into 2025/early 2026): Notes lowered minimum parliamentary age to 25 to boost youth participation; ongoing economic pressures but no acute new youth-specific instability triggers.[[12]](https://bti-project.org/en/reports/country-report/JOR)

**4. Internet/mobile infrastructure:**  
No reported shutdowns, rollouts, or coverage changes specific to Jordan in the period. Broader regional monitoring highlights shutdowns elsewhere (e.g., Iran, Uganda) but nothing for Jordan.[[13]](https://news.gatech.edu/news/2026/01/16/irans-latest-internet-blackout-extends-phones-and-starlink)

**Overall assessment:** Data remains consistent with the high baseline youth unemployment (no downward trend sufficient to alter the picture materially). No significant escalatory events for young men or infrastructure disruptions. Ongoing structural challenges (youth joblessness, low participation) continue to underpin instability risks, with pro-Palestine activism as a persistent but contained factor. Sources primarily from World Bank, Jordan DoS, UNHCR/ReliefWeb, and academic summaries accessed via recent searches.

**Jordan Department of Statistics (DoS) – Employment and Unemployment / Labour Force Surveys**  
- URL: https://dosweb.dos.gov.jo/labourforce/employment-and-unemployment/ (main site: https://dosweb.dos.gov.jo/)  
- API: No (public downloads of reports, tables, questionnaires; raw data via formal request)  
- Update frequency: Quarterly (Labour Force Survey rounds) + annual reports  
- Auth required: None for published/public data downloads; fees or official request for raw/unpublished data  

**Central Bank of Jordan (CBJ) – Economic and Monetary Indicators**  
- URL: https://www.cbj.gov.jo/ (economic indicators and archives sections)  
- API: No (web tables, PDFs, and indicator pages with downloads)  
- Update frequency: Monthly/quarterly for key indicators (inflation, growth, debt, etc.); some labor-related economic context  
- Auth required: None  

**Jordan Open Government Data Portal (CKAN-based)**  
- URL: https://www.opendata.gov.jo/  
- API: Yes (standard CKAN Action API for dataset discovery, metadata, and resources; supports JSON/CSV etc.)  
- Update frequency: Ongoing (thousands of datasets from government entities, including economy/business, population, social development, labor-related)  
- Auth required: None (free public access)  

**UN ESCWA Arab Development Portal (ADP)**  
- URL: https://data.unescwa.org/ (country pages for Jordan; data catalog)  
- API: No/partial (data catalog with downloads, visualizations, SDG tracking; no dedicated public API noted)  
- Update frequency: Regular updates from national and UN sources (covers Arab/MENA countries including Jordan)  
- Auth required: None  

**Jordan News Agency (Petra) – Official News Feed**  
- URL: https://petra.gov.jo/ (English/Arabic news sections)  
- API/RSS: Partial (official news site with live feeds; RSS available via standard news aggregators or site; mobile apps for full access; no dedicated developer API)  
- Update frequency: Daily/real-time news coverage (reliable local/regional source)  
- Auth required: None  

Additional notes:  
- The Open Data Portal aggregates data from DoS, Ministry of Labour, and others, providing machine-readable formats (CSV, Excel, etc.) for unemployment, labor, and economic indicators.  
- Regional coverage (MENA/Arab states) is strongest via ESCWA/ADP; no prominent public APIs found for youth-specific crisis/poverty tracking from NGOs/think tanks in searches.  
- These complement the listed sources (e.g., World Bank, ACLED) with primary Jordanian government and regional Arab data. Always verify current access/terms on sites, as open data policies can evolve.

**No significant new government, ILO, or World Bank releases on youth (15-24) or male youth unemployment in St. Lucia were identified in the last 60 days (approximately April 7–June 6, 2026).**[[1]](https://fred.stlouisfed.org/series/SLUEM1524ZSLCA)

The most recent modeled ILO/World Bank estimate shows overall youth unemployment (15-24) at 20.251% for 2025 (down from 21.294% in 2024).[[1]](https://fred.stlouisfed.org/series/SLUEM1524ZSLCA)[[1]](https://fred.stlouisfed.org/series/SLUEM1524ZSLCA) This aligns closely with the provided baseline of 21.3% (15-24 male, national, 2025). Earlier local data from the St. Lucia government’s Q1 2025 Labour Force Snapshot (released ~mid-2025) reported youth unemployment (15-29 definition) rising to 21.4% from 16.3% in Q4 2024.[[2]](https://stats.gov.lc/wp-content/uploads/2025/09/Labour-Force-Statistical-Snapshot-1st-Qtr.-2025-1.pdf)

No fresher quarterly or gender-disaggregated updates appear in the period. The January 2026 IMF Article IV consultation noted a significant recent decline in youth unemployment and confidence in the Youth Economy Agency’s role in entrepreneurship.[[3]](https://www.elibrary.imf.org/view/journals/002/2026/003/article-A001-en.xml)

**Significant political/security/economic events (last 60 days):** Rising public focus on violent crime and gang activity, particularly gun violence affecting communities. Key developments include:
- United Workers Party (UWP) press conference on May 19, 2026, highlighting “frightening erosions of public safety” and national security concerns.[[4]](https://www.facebook.com/unitedpacsaintlucia/videos/the-full-uwp-press-conference-from-may-19-2026-with-major-questions-sharp-warnin/1537148888086484/)
- Prime Minister Philip J. Pierre’s May 27, 2026, call for a “united national response to crime and security challenges.”[[5]](https://www.facebook.com/opmsaintlucia/posts/for-immediate-releasemay-27-2026prime-minister-pierre-calls-for-a-united-nationa/1396891432466359/)
- Ongoing police operations (e.g., Gangs, Narcotics and Firearms Unit actions reported around May 12, 2026).[[6]](https://www.instagram.com/reel/DYPgCnvjB-X/)

Travel advisories note increased gun violence (especially in Vieux Fort) and potential for demonstrations to turn violent.[[7]](https://travel.gc.ca/destinations/saint-lucia) No protests, coup attempts, militia recruitment, or currency/economic shocks specifically tied to young men (18-35) were reported. Crime trends disproportionately involve or impact youth and could elevate risks of instability via gang involvement or community tensions, potentially shifting the national instability fuse score (baseline 68.0/100) upward if unaddressed.

**Notable NGO/academic or official reports on youth (published 2025 or launched recently):** The Saint Lucia National Youth Policy 2025–2030 was officially launched on May 15, 2026, at Derek Walcott Square under the theme “Empowering Youth for the Future.” It features eight strategic pillars focused on education, skills training, lifelong learning, empowerment, and participation.[[8]](https://www.instagram.com/reel/DYUQbNCt06-/)[[9]](https://www.facebook.com/SaintLuciaGovernment/videos/the-saint-lucia-national-youth-policy-20252030-official-launch/875500114820738/) This government-led initiative represents a forward-looking development that could support mitigation of youth instability factors.

No other major independent NGO or academic reports specifically on St. Lucia’s youth situation from 2025 were identified in recent searches.

**Internet/mobile infrastructure:** No shutdowns, coverage disruptions, or major rollouts/changes reported in the last 60 days (or recent period). Zero internet shutdowns occurred in the prior 12 months.[[10]](https://pulse.internetsociety.org/en/reports/LC) 4G LTE coverage remains solid island-wide via Flow and Digicel (stronger in key areas like Castries, Rodney Bay, Vieux Fort); 5G is minimal. A minor Flow broadband price adjustment (2.5%) took effect May 1, 2025 (outside the window).[[11]](https://www.facebook.com/unitedpacsaintlucia/posts/customers-are-set-to-see-a-flow-st-lucia-internet-price-increase-take-effect-on-/704446818575085/)

**Assessment vs. baseline:** No data shifts the youth unemployment figure (21.3% baseline) materially. The May 2026 crime/security emphasis represents the most notable development, with potential to worsen instability indicators for young men through heightened violence exposure or recruitment risks. The new National Youth Policy launch is a positive counter-development. Overall picture remains stable but warrants monitoring of crime trends. Sources include World Bank/FRED modeled data, St. Lucia government statistics, IMF reports, and official/government social media announcements from May 2026.

**Here are relevant non-inference data sources specific or highly applicable to St. Lucia (focusing on unemployment, labor/youth employment, economic indicators, and related instability factors).** These supplement the sources you already use. Details are based on official sites and public documentation; most emphasize downloadable tables (Excel/CSV/PDF) rather than structured APIs.[[1]](https://stats.gov.lc/)[[2]](https://www.eccb-centralbank.org/statistics)

- **Central Statistical Office of Saint Lucia (CSO)**: https://stats.gov.lc/ (data section: https://stats.gov.lc/data/). No public API (primarily tables, graphs, and downloads for labour force, unemployment, population, education, etc.). Update frequency: Periodic (e.g., labour force surveys; varies by indicator). Auth: None (free public access).[[1]](https://stats.gov.lc/)[[3]](https://stats.gov.lc/data/)

- **Eastern Caribbean Central Bank (ECCB) Statistics**: https://www.eccb-centralbank.org/statistics (country breakdowns for Saint Lucia). No public API (tables, dashboards, and downloadable reports/PDFs/Excel for monetary, fiscal, economic indicators including employment-related proxies). Update frequency: Quarterly or annual (e.g., fiscal accounts, monetary surveys). Auth: None (free public access).[[2]](https://www.eccb-centralbank.org/statistics)[[4]](https://www.eccb-centralbank.org/statistics-category/central-government-fiscal-accounts-2/central-government-fiscal-accounts/a)

- **ECLAC/CEPAL Statistics Databank**: https://statistics.cepal.org/ (St. Lucia country data with regional LAC breakdowns). No dedicated public API noted (databank queries with export options for indicators like unemployment rate by sex). Update frequency: Annual or as new data available. Auth: None (free public access).[[5]](https://statistics.cepal.org/portal/databank/index.html?lang=en&indicator_id=127&members=146,242)

- **Inter-American Development Bank (IDB) Data Portal / Social Indicators of Latin America and the Caribbean**: https://data.iadb.org/ (or https://data.iadb.org/dataset/social-indicators-of-latin-america-and-the-caribbean). Partial/no full public API for all datasets (primarily downloads and query tools for labor, education, poverty, and social indicators with country breakdowns). Update frequency: Varies (annual or periodic updates). Auth: None (free public access).[[6]](https://data.iadb.org/dataset/social-indicators-of-latin-america-and-the-caribbean)

- **LABLAC (Labor Database for Latin America and the Caribbean)**: https://www.cedlas.econo.unlp.edu.ar/wp/en/estadisticas/lablac/. No public API noted (microdata-based labor statistics downloads for LAC countries including St. Lucia where available). Update frequency: Periodic (based on national surveys). Auth: None (free public access, registration may be required for some microdata).[[7]](https://www.cedlas.econo.unlp.edu.ar/wp/en/estadisticas/lablac/)

- **Global Voices St. Lucia RSS Feed** (reliable regional coverage): https://globalvoices.org/-/world/caribbean/saint-lucia/ (RSS available via site feeds). API: No (RSS feeds for news/articles on social/economic issues). Update frequency: As published (irregular but ongoing). Auth: None.[[8]](https://globalvoices.org/feeds/)

- **Caribbean Development Bank (CDB) Publications/Resources**: https://www.caribank.org/ (country pages and reports for St. Lucia). No public data API (project reports, studies, and occasional data tables on economic/youth issues). Update frequency: Ad hoc/project-based (annual reports, studies). Auth: None (free public access).[[9]](https://www.caribank.org/countries-and-members/borrowing-members/saint-lucia)

No strong evidence of public machine-readable APIs (REST/JSON) from the national CSO, ECCB, or most regional LAC sources for St. Lucia-specific labor/youth data—access is mainly via web downloads or queries. Open data initiatives exist but have not yet produced widespread APIs. For news, RSS is the primary lightweight option; general news APIs (e.g., NewsAPI) can supplement but are not St. Lucia-specific. Always verify current access methods directly on sites, as portals evolve.

**No major new government, ILO, or World Bank data releases on youth (or male-specific) unemployment in New Caledonia were identified in the last 60 days (roughly early April–early June 2026).** Existing modeled estimates remain consistent with the provided baseline (youth unemployment 15-24 male ~30.3% in 2025; overall youth total around 32-33% in 2024-2025 per World Bank/ILO-linked data).[[1]](https://fred.stlouisfed.org/series/SLUEM1524ZSNCL)[[2]](https://tradingeconomics.com/new-caledonia/unemployment-youth-total-percent-of-total-labor-force-ages-15-24-wb-data.html)

Trading Economics notes overall unemployment at 11.2% in 2025 (projected to fall toward 9% by end-2026), with youth figures stable but high. No updates contradict or update the baseline significantly.[[3]](https://tradingeconomics.com/new-caledonia/unemployment-rate)

**Political and security developments affecting young men (18-35), particularly Kanak youth:** Tensions from the 2024 unrest persist, with youth highlighted in past violence linked to socioeconomic disparities, unemployment, and discrimination.[[4]](https://en.wikipedia.org/wiki/2024_New_Caledonia_unrest)[[5]](https://insidestory.org.au/violent-often-disproportionate-repression-in-new-caledonia/)

- **April 1, 2026**: ~2,500 pro-France supporters protested in Nouméa against a "frozen" electoral roll (excluding post-1998 residents or descendants) ahead of French National Assembly debates on local elections and the territory's political future.[[6]](https://www.rnz.co.nz/news/pacific/591206/thousands-take-to-the-streets-of-noumea-ahead-of-french-parliament-debate)
- **May 7, 2026**: UN Committee on the Elimination of Racial Discrimination (CERD) warned France against reforms undermining Kanak self-determination without free, prior, and informed consent (including exclusion of Customary Senate/Councils). Concerns include 2025 closed-door negotiations and non-consensual transfers of Kanak human rights defenders to mainland French prisons.[[7]](https://www.ohchr.org/en/press-releases/2026/05/france-risks-undermining-kanak-indigenous-peoples-self-determination-new)
- **May 14, 2026 (marking ~2 years since May 2024 uprising)**: Reports note ongoing high tensions. A small FLNKS/CCAT protest (~200 participants) in Nouméa’s Vallée-du-Tir reaffirmed "the fight is not over" and honored 2024 "martyrs," warning of potential repeats amid French state actions. Broader context includes high Kanak youth unemployment and inequality fueling grievances.[[8]](https://pacific.scoop.co.nz/2026/05/two-years-after-new-caledonias-violent-uprising-tensions-remain-high/)

These indicate simmering political friction rather than large-scale new violence, protests, coups, militia activity, or economic shocks (e.g., no currency crises or nickel sector updates in the period). Young Kanak men remain central to narratives of past unrest due to marginalization, but no escalation shifts the instability picture dramatically from the baseline fuse score of 72.3/100.

**NGO/academic reports on youth (2025-2026):** No dedicated 2025 New Caledonia-specific youth reports surfaced. A February 2026 CNCDH (French human rights commission) report on 2024 events criticized security force actions, racial discrimination, and impacts on Kanak populations/youth.[[4]](https://en.wikipedia.org/wiki/2024_New_Caledonia_unrest) The May 2026 UN CERD statement is the most recent notable international intervention.[[7]](https://www.ohchr.org/en/press-releases/2026/05/france-risks-undermining-kanak-indigenous-peoples-self-determination-new) Broader global ILO/World Bank youth employment outlooks (e.g., *Employment and Social Trends 2026*) do not isolate New Caledonia.[[9]](https://researchrepository.ilo.org/view/pdfCoverPage?instCode=41ILO_INST&filePid=13147301370002676&download=true)

**Internet/mobile infrastructure:** No reports of shutdowns, new rollouts, or coverage changes specific to New Caledonia in the period. (Unrelated global shutdown discussions appeared in searches.)

**Assessment:** No developments in the last 60 days appear to significantly shift the youth instability baseline. Political debates and small protests reflect persistent tensions tied to independence, electoral rules, and historical grievances (with youth unemployment and inequality as underlying factors), but without new data or major escalations. Continued monitoring of French parliamentary actions and Kanak responses is warranted. All sources are from web searches as of June 2026.

**ISEE (Institut de la Statistique et des Études Économiques) New Caledonia / Open Data NC**  
- https://www.isee.nc/ (main site with employment, unemployment, labor force, and economic indicators) and https://data.gouv.nc/ (government open data portal)  
- API: Partial (public service APIs available on data.gouv.nc; main ISEE site offers machine-readable downloads like Excel/CSV)  
- Update frequency: Quarterly (e.g., employment salarié, chômage) and annual (labor force surveys, censuses)  
- Auth required: None (open access)[[1]](https://data.gouv.nc/)[[2]](http://www.isee.nc)

**IEOM (Institut d’Émission d’Outre-Mer) – New Caledonia economic reports**  
- https://www.ieom.fr/Nouvelle-Caledonie (annual reports, conjoncture, statistical annexes on employment, economy)  
- API: No (PDF reports and annexes with tables; some data may be extractable)  
- Update frequency: Quarterly (tendances conjoncturelles) and annual  
- Auth required: None (free downloads)[[3]](https://pubs.usgs.gov/myb/vol3/2020-21/myb3-2020-21-new-caledonia.pdf)

**Pacific Data Hub (SPC / Pacific Community)**  
- https://pacificdata.org/ (country-specific datasets for New Caledonia including labor, employment, SDG indicators, microdata)  
- API: No (web explorer, CKAN-based catalogue with CSV/Excel/JSON downloads, geospatial tools; some external links)  
- Update frequency: Varies by dataset (often annual or as new official stats released)  
- Auth required: None (open access)[[4]](https://pacificdata.org/)[[4]](https://pacificdata.org/)

**Global Voices – New Caledonia RSS feed**  
- https://globalvoices.org/-/world/oceania/new-caledonia/ (or main feeds page)  
- API: No (RSS feeds for reliable regional news coverage)  
- Update frequency: As published (irregular but ongoing)  
- Auth required: None (free RSS)[[5]](https://globalvoices.org/feeds/)

**ESCAP (UN Economic and Social Commission for Asia and the Pacific) – Pacific/Asia-Pacific databases**  
- https://data.unescap.org/ or https://www.unescap.org/ (SDG data, economic indicators with New Caledonia breakdowns as associate member)  
- API: Partial (some data explorer exports; primarily downloads/visualizations)  
- Update frequency: Annual or periodic (SDG reports, statistical databases)  
- Auth required: None (open access)[[6]](https://sdgasiapacific.net/sdg-data)

**ADB Data Library (Asian Development Bank)**  
- https://data.adb.org/ (key indicators, economic/social data; limited or indirect coverage for Pacific territories like New Caledonia via regional aggregates)  
- API: Yes (machine-readable datasets and APIs for many series)  
- Update frequency: Annual or as updated  
- Auth required: None (free/open for most content)[[7]](https://www.unescap.org/library/databases)

No prominent NGO/think tank public APIs specifically focused on New Caledonia youth/poverty/crisis data were identified in searches (World Bank and similar global sources already covered). Regional Pacific bodies like the above are the strongest non-inference options. All listed sources provide primary or official statistics suitable for direct use.

**No significant new government, ILO, or World Bank releases on youth (15-24) or male unemployment in Syria during the last 60 days (roughly April–early June 2026).** The baseline figure of 29.5% youth male unemployment (modeled ILO estimate, national, 2025) from World Bank data remains the most recent cited value, consistent across sources.[[1]](https://data.worldbank.org/indicator/SL.UEM.1524.MA.ZS?locations=SY)[[2]](https://humancapital.worldbank.org/en/economy/SYR)

Related modeled estimates include:
- Total youth unemployment (15-24): ~33.1% in 2025 (FRED/World Bank data, updated Feb 2026).[[3]](https://fred.stlouisfed.org/series/SLUEM1524ZSSYR)
- ILO-modeled figures from late 2024/early 2025 references: Overall unemployment ~13% (2024), with youth at 31.5% and very low labor force participation (especially for women).[[4]](https://www.ilo.org/sites/default/files/2025-10/Syria_Employment_Environment_Factsheet_v5.pdf)

A March 2026 DRC labour market assessment report (data collected July 2025–January 2026 across displacement-affected communities in Syria and neighboring countries) highlights priority sectors for livelihoods but does not release new national youth unemployment statistics.[[5]](https://reliefweb.int/report/jordan/unlocking-future-findings-labour-market-assessments-across-syria-jordan-lebanon-turkiye-iraq-march-2026-amman-jordan)[[5]](https://reliefweb.int/report/jordan/unlocking-future-findings-labour-market-assessments-across-syria-jordan-lebanon-turkiye-iraq-march-2026-amman-jordan)

**Political/security/economic events affecting young men (18-35) in the last 60 days have been limited and localized, with no major protests, coups, large-scale militia recruitment drives, or currency shocks reported that would markedly alter the instability picture.** Ongoing transition challenges persist post-2024, including low-level insecurity, but recent months show relatively contained developments:

- Mid-April 2026 (announced early April): Damascus “Law and Dignity” sit-in organized by Syrian youth inside the country, demanding genuine political transition, transitional justice, and reforms. Organizers rejected links to former regime elements.[[6]](https://www.facebook.com/aljumhuriya.net/posts/-damascus-sit-in-demands-reform-organizers-reject-allegations-of-regime-remnants/1527625119156633/)
- May 2026 security incidents (not youth-specific but contextually relevant): Killing of a Shia cleric (May 1, claimed by ISIL); car bomb near defense ministry in Damascus (May 19, 1 killed, 23 wounded); Idlib raids (May 6) targeting Uzbek militants; dismantling of a Hezbollah-affiliated cell (May 5).[[7]](https://www.securitycouncilreport.org/monthly-forecast/2026-06/syria-92.php)
- Earlier 2026 events (e.g., March alcohol restriction protests in Damascus, Hasakah protests over Kurdish signage and related understandings with SDF) fall near or slightly before the 60-day window but indicate persistent localized frictions.[[8]](https://www.cfr.org/global-conflict-tracker/conflict/conflict-syria)

Broader context includes SDF integration efforts, sanctions relief/investment talks, and economic recovery signals (e.g., pound appreciation and GDP growth noted in 2025 data), but no acute shocks in the recent period. Violence levels have been described as reaching lows in some analyses, though fragility remains.[[9]](https://mei.edu/policymemo/syrias-path-toward-stabilization-and-how-the-us-can-help/)

**Notable NGO/academic reports on Syrian youth (published or covering 2025 data) are limited in the immediate window; most recent relevant outputs predate or slightly precede the last 60 days.** Examples include the DRC March 2026 labour market briefing and the UN Common Country Analysis for Syria 2025 (published ~March 24, 2026), which discusses post-conflict pathways but does not introduce new youth unemployment metrics.[[10]](https://document.ess.uninfo.org/uninfo-production-main/d4934789-4dda-4c41-82a8-09c577bd233b_20260324CCASyria2025finalCLN.pdf)[[5]](https://reliefweb.int/report/jordan/unlocking-future-findings-labour-market-assessments-across-syria-jordan-lebanon-turkiye-iraq-march-2026-amman-jordan) Older 2025 references (e.g., IOM returnee reports from mid-2025) emphasize economic opportunities and services as key barriers.[[11]](https://www.iom.int/news/new-report-challenging-economy-and-unemployment-main-obstacles-syria-returnees)

**Internet/mobile infrastructure:** Positive developments in March 2026, outside the strictest recent window but relevant. The Ministry of Communications launched initiatives to improve weak mobile/internet coverage (especially indoors), including investment tracks for signal boosters in priority sites and a March 4 tender for a new 20-year mobile operator license aimed at rural and post-conflict areas.[[12]](https://levant24.com/news/2026/03/syria-opens-investment-track-to-fix-weak-mobile-coverage/)[[13]](https://www.instagram.com/p/DVu6YYHFgg4/) No shutdowns reported in the last 60 days (an earlier Kobani blackout occurred in January 2026).[[14]](https://skylineforhuman.org/en/news/details/888/syria-authorities-must-flip-the-switch-and-restore-internet-access-in-kobani)

**Flag for instability picture:** Nothing in the last 60 days indicates a significant shift from the baseline (youth male unemployment 29.5% in 2025; national instability fuse score 73.1/100). Unemployment data is stable at modeled levels with no fresh national releases. Localized youth-led civic actions (e.g., April Damascus sit-in) and infrastructure investments are noted but do not signal escalation. Persistent low-level security issues and economic challenges remain the backdrop, consistent with the high baseline fuse score. Continued monitoring of any new ILO/World Bank updates or spikes in youth-specific protests/recruitment is recommended.

**Syrian Arab Republic-specific or highly relevant data sources (non-inference, focused on youth instability indicators like labor, economy, crisis/poverty monitoring):**

- **Central Bureau of Statistics (Syria)**: http://www.cbssyr.sy (or cbssyr.org variants); API: no (primarily static site or archived reports with limited machine-readable downloads, e.g., older XLS via HDX mirrors); update frequency: irregular/limited post-2011 (pre-conflict labor/unemployment data dominant); auth required: none (public).[[1]](https://ghdx.healthdata.org/organizations/central-bureau-statistics-syria)[[1]](https://ghdx.healthdata.org/organizations/central-bureau-statistics-syria)
- **Central Bank of Syria**: https://cb.gov.sy/; API: no (published time series on monetary/banking/economic indicators up to ~2011; research services for additional CBS/MoF data via request); update frequency: irregular (mostly historical); auth required: none for public data (requests may apply).[[2]](https://cb.gov.sy/index.php?page=show&ex=2&dir=items&lang=2&ser=1&cat_id=530&act=530)[[2]](https://cb.gov.sy/index.php?page=show&ex=2&dir=items&lang=2&ser=1&cat_id=530&act=530)
- **Arab Development Portal (ESCWA)**: https://data.unescwa.org/ (country page for Syria); API: partial (data portal with structured access, visualizations, and some API gateway elements for Arab region indicators including labor/economic); update frequency: periodic (UN-maintained country breakdowns for MENA); auth required: none (public).[[3]](https://data.unescwa.org/)[[4]](https://data.unescwa.org/country/syr/data/economic?section=labor)
- **Humanitarian Data Exchange (HDX) – Syria group**: https://data.humdata.org/group/syr; API: yes (HDX HAPI for humanitarian/crisis datasets); update frequency: frequent (ongoing crisis monitoring, population, poverty proxies); auth required: none (public).[[5]](https://data.humdata.org/group/syr)
- **Syrian Arab News Agency (SANA)**: https://sana.sy/en/; API: no (official state news with RSS feeds available via aggregators like Feedspot); update frequency: daily; auth required: none (public RSS).[[6]](https://rss.feedspot.com/syria_rss_feeds/)[[7]](https://sana.sy/en/)
- **Syrian Center for Policy Research (SCPR)**: https://scpr-syria.org/; API: no (reports, bulletins, and statistics section with downloadable data on poverty, economy, labor impacts); update frequency: periodic (policy-oriented reports/bulleins); auth required: none (public).[[8]](https://scpr-syria.org/)

**Notes**: Official Syrian sources are heavily constrained by the conflict (much data pre-2011 or incomplete). Regional ESCWA and HDX provide the strongest structured/MENA-relevant supplements with country breakdowns. No dedicated public APIs were identified for national labor/unemployment downloads beyond international mirrors (already covered by your existing sources). News RSS is viable for qualitative signals but not structured data. Always verify current access/status directly, as sites can change.

**No major shifts to the baseline instability picture (youth unemployment ~36.9–38% range for 15-24, high fuse score) from developments in the last ~60 days (post ~early April 2026).** Unemployment data remains consistent with prior modeled estimates, with no fresh government, ILO, or World Bank releases updating 2025/2026 figures. Positive government youth funding initiatives and peace/security engagement are noted, alongside incremental infrastructure improvements. No reports of protests, coups, militia activity, major economic shocks, or currency issues affecting young men (18-35).[[1]](https://fred.stlouisfed.org/series/SLUEM1524ZSNAM)[[2]](https://www.statista.com/statistics/812268/youth-unemployment-rate-in-namibia/?srsltid=AfmBOoqTRXcI9giOiSlrb6KbF6rGh-8SUNHPGPn--29Mp105NG_biju8)

**1. Youth unemployment data/releases:**  
No new government, ILO, or World Bank releases in the last 60 days. World Bank-modeled ILO estimates and related sources (e.g., FRED, Statista) continue to cite ~38.05% youth unemployment (total, ages 15-24) for 2025 (up slightly from 37.24% in 2024). The baseline male-specific figure of 36.9% aligns closely with parliamentary and other references to overall youth rates around this level. Earlier NSA data (e.g., 2023 Population and Housing Census Labour Force Report, released ~Jan 2025) and a March 2025 parliamentary motion report reference similar figures (e.g., 36.9% unemployment rate context, with combined unemployment/potential labor force at 54.8% in some youth metrics). An NPC report on youth unemployment (Feb 2026 PDF) draws on 2025 Ministry of Justice/Labour and NSA sources but does not introduce newer 2026 statistics.[[1]](https://fred.stlouisfed.org/series/SLUEM1524ZSNAM)[[2]](https://www.statista.com/statistics/812268/youth-unemployment-rate-in-namibia/?srsltid=AfmBOoqTRXcI9giOiSlrb6KbF6rGh-8SUNHPGPn--29Mp105NG_biju8)[[3]](https://www.parliament.na/wp-content/uploads/2025/03/Report-of-the-Motion-on-Youth-Unemployment-Crisis-in-Namibia.pdf)

**2. Political, security, or economic events affecting young men (18-35):**  
No significant protests, coup attempts, militia recruitment, or economic shocks/currency crises reported in the period. The BTI 2026 Namibia Country Report (covering up to late 2025/early review) notes post-November 2024 election disputes (procedural issues, court challenges pending at time of writing) but highlights a smooth presidential transition, high voter turnout (>70%), and absence of unrest/protests despite irregularities. No escalation into youth-specific instability.[[4]](https://bti-project.org/en/reports/country-report/NAM)

**3. NGO/academic reports on youth situation (published 2025):**  
- UNICEF Namibia Annual Report 2025 (published ~Feb 2026) discusses children/youth progress and inequities but focuses more broadly.  
- NPC report “ON YOUTH UNEMPLOYMENT IN NAMIBIA” (Feb 2026 PDF) analyzes the issue using 2025 sources.  
- Parliamentary “Report of the Motion on Youth Unemployment Crisis in Namibia” (referenced with 2025 context).  
- Other 2025/early 2026 items include education/youth strategy documents and UNDP-related youth empowerment notes, but nothing dramatically altering the high-unemployment baseline.[[5]](https://open.unicef.org/download-pdf?country-name=Namibia&year=2025)[[6]](https://www.npc.gov.na/wp-content/uploads/2026/02/PRTRR-YU.pdf)

**4. Internet/mobile infrastructure changes:**  
No shutdowns or coverage reductions. Positive/ongoing developments include:  
- Telecom Namibia planned network maintenance (26–29 May 2026, 00:00–06:00 daily—limited impact).  
- Expansion: Powercom (Telecom subsidiary) deploying 11 new mobile base stations in 2026 so far, with 19 more planned by year-end, plus upgrades; part of broader modernization for better coverage/reliability in underserved areas.  
- 5G rollout progressing in 2026 (phased, urban/coastal focus; MTC leading, others following).  
- Phased 2G/3G shutdowns beginning in 2026 (Communications Regulatory Authority guidance; gradual).  
These support improved digital access rather than restriction.[[7]](https://www.instagram.com/p/DWlPL5ljJfK/)[[8]](https://www.facebook.com/TheBriefLive/posts/telecom-namibia-says-it-plans-to-expand-its-mobile-network-infrastructure-throug/1015485640830440/)[[9]](https://www.telecompaper.com/news/namibia-to-start-2g-and-3g-network-shutdowns-in-2026--1560766)

**Additional context on youth programs (potentially mitigating factors):**  
The National Youth Development Fund (NYDF) saw an age range adjustment to 18–45 (announced ~March 2026), with N$257 million allocated for 2025/26 FY; applications ongoing (no closing date), low-interest loans (2–4%), no collateral for eligible youth businesses/cooperatives/agriculture. Earlier disbursements (e.g., N$62.3 million creating ~722 jobs in first five months post-2025 launch) indicate active implementation.[[10]](https://economist.com.na/104825/general-news/government-allocates-n257-million-to-youth-fund-during-2025-2026/)[[11]](https://thebrief.com.na/2026/02/namibias-national-youth-development-fund-creates-722-jobs-in-five-months/)

Youth, Peace & Security (YPS) efforts advanced with a May 2026 two-day workshop (26–27 May, Windhoek) by the National Youth Council, Namibia YPS Network, and African Union partners to kick off development of Namibia’s first National Action Plan on YPS—framing youth as present actors in peacebuilding.[[12]](https://www.instagram.com/reel/DZACsKfsDVu/)

Overall, the picture remains one of persistently high youth unemployment addressed through targeted funding and engagement programs, with stability and incremental connectivity gains. No developments flag a significant upward shift in instability risk from the provided baseline. Sources primarily include World Bank/ILO data portals, Namibian government/Ministry of Finance/Parliament sites, and news aggregators.

**Namibia Statistics Agency (NSA) – Labour Market / Unemployment Data**  
- URL: https://nsa.org.na/ (main site); https://microdata.nsanamibia.com/ (microdata portal for Labour Force Surveys); https://nsa.org.na/client/namibia-data-portal/ (Namibia Data Portal)  
- API: No (web portals and downloadable microdata/reports; no public API documented)  
- Update frequency: Periodic (Labour Force Surveys ~every 2–5 years; e.g., 2013/2014/2016/2018/2023; census-based unemployment releases)  
- Auth required: None (public downloads)[[1]](https://nsa.org.na/)

**Bank of Namibia (BoN) – Economic Indicators / Youth Employment & Macro Data**  
- URL: https://www.bon.com.na/ (Statistical Information section); Datasphere platform (interactive economic hub); Open Data Platform (ODP) links and quarterly bulletin downloads  
- API: No (primarily downloadable tables, zipped files, and interactive dashboards; open banking APIs under development but not for public statistical data)  
- Update frequency: Quarterly (bulletins, monetary/financial statistics, reserves); regular macroeconomic releases  
- Auth required: None (public access)[[2]](https://www.bon.com.na/)

**African Development Bank (AfDB) Open Data Platform / Socio-Economic Database**  
- URL: https://dataportal.opendataforafrica.org/ (AfDB Statistical Data Portal / Open Data for Africa)  
- API: Partial (SDMX-native support in ODP 2.0; data explorer and export tools; interoperable with country systems)  
- Update frequency: Ongoing/regular (country-level indicators across economic, social, infrastructure themes with Sub-Saharan breakdowns)  
- Auth required: None/free (public platform)[[3]](https://dataportal.opendataforafrica.org/)

**Namibia News RSS Feeds (Local/Regional Coverage)**  
- URL examples: Aggregators like https://rss.feedspot.com/namibia_news_rss_feeds/ (curated list including The Namibian, New Era, Namibia Sun, etc.); individual outlets often provide /feed or /rss endpoints; Global Voices Namibia section  
- API: No (standard RSS/Atom feeds; third-party aggregators like News API or newsdata.io offer Namibia-specific endpoints)  
- Update frequency: Daily/real-time (news items)  
- Auth required: None for basic RSS; paid tiers for commercial news APIs[[4]](https://rss.feedspot.com/namibia_news_rss_feeds/)

**Additional notes on NGOs/think tanks**: No prominent public data APIs identified specifically for Namibia crisis/poverty monitoring beyond portals already covered (e.g., NSA/OPHI Multidimensional Poverty Index data via NSA releases; HDX humanitarian datasets). Sources like the Institute for Public Policy Research (IPPR) Namibia or Afrobarometer provide reports but lack dedicated public APIs. Regional options (AfDB above) are the strongest fit for Sub-Saharan breakdowns. All listed sources are publicly accessible without inference or paid barriers beyond standard web use.

**No major shifts from the baseline (youth unemployment ~41.3% for males 15-24 nationally in 2025; national instability fuse score 78.2/100) in the last ~60 days (early April–early June 2026).** Unemployment remains structurally high with ongoing policy responses but no reported protests, security incidents, economic shocks, currency crises, militia activity, or internet disruptions affecting young men (18-35).[[1]](https://www.ilo.org/resource/news/ilo-supports-botswana-finalise-youth-employment-strategy)[[2]](https://dailynews.gov.bw/news-detail/91032)

### 1. Unemployment Data Releases (Government/ILO/World Bank)
- **ILO (April 30, 2026)**: Youth unemployment (broadly defined) stood at **38.2%** at the time of National Youth Employment Strategy (YES) finalization support; NEET rate reached **41.2%**. High informal employment (>75%) noted as a parallel challenge. This aligns closely with baseline figures but reflects total youth rather than male 15-24 specifically.[[1]](https://www.ilo.org/resource/news/ilo-supports-botswana-finalise-youth-employment-strategy)
- **Modeled ILO/World Bank data (updated/referenced into 2026)**: Youth unemployment (15-24, total) at **46.004%** for 2025 (FRED/World Bank modeled estimate); earlier 2024 figure ~43.86%. National unemployment referenced at ~27.6% in Bank of Botswana Monetary Policy Statement (Feb 2025 context, carried forward).[[3]](https://fred.stlouisfed.org/series/SLUEM1524ZSBWA)[[4]](https://www.ceicdata.com/en/botswana/employment-and-unemployment/bw-unemployment-modeled-ilo-estimate-youth--of-total-labour-force-aged-1524)
- **UNDP Botswana 4th National Human Development Report (youth employment focus, data through ~2024/early 2025, referenced 2025–2026)**: Youth (15-35) unemployment ~**38%** (up from 34% in 2022); NEET share even higher, disproportionately affecting women. National unemployment context ~28%. No newer 2026 government quarterly update identified in searches.[[5]](https://www.undp.org/sites/g/files/zskgke326/files/2025-06/58996-undp-botswana-nhdr-report-summary-final-v2.pdf)
- Botswana Parliament references (recent sessions) cite older BMTHS 2024/25 preliminary data: national unemployment ~**21.0%** (up 3.4 pp from 2015/16). No fresh male-specific 15-24 breakdowns in the period.[[6]](https://www.facebook.com/BotswanaParliament/posts/%F0%9D%97%95%F0%9D%97%A2%F0%9D%97%A7%F0%9D%97%A6%F0%9D%97%AA%F0%9D%97%94%F0%9D%97%A1%F0%9D%97%94-%F0%9D%97%A1%F0%9D%97%94%F0%9D%97%A7%F0%9D%97%9C%F0%9D%97%A2%F0%9D%97%A1%F0%9D%97%94%F0%9D%97%9F-%F0%9D%97%94%F0%9D%97%A6%F0%9D%97%A6%F0%9D%97%98%F0%9D%97%A0%F0%9D%97%95%F0%9D%97%9F%F0%9D%97%AC-%F0%9D%97%A2%F0%9D%97%A5%F0%9D%97%97%F0%9D%97%98%F0%9D%97%A5-%F0%9D%97%A3%F0%9D%97%94%F0%9D%97%A3%F0%9D%97%98%F0%9D%97%A5-%F0%9D%97%A0%F0%9D%97%A2%F0%9D%97%A1%F0%9D%97%97%F0%9D%97%94%F0%9D%97%AC-%F0%9D%9F%AE%F0%9D%97%A1%F0%9D%97%97-%F0%9D%97%A0%F0%9D%97%94%F0%9D%97%A5%F0%9D%97%96%F0%9D%97%9B-%F0%9D%9F%AE%F0%9D%9F%AC%F0%9D%9F%AE%F0%9D%9F%B2-%F0%9D%97%A4%F0%9D%97%A8%F0%9D%97%98%F0%9D%97%A6%F0%9D%97%A7%F0%9D%97%9C%F0%9D%97%A2%F0%9D%97%A1-%F0%9D%97%94%F0%9D%97%A1%F0%9D%97%A6%F0%9D%97%AA%F0%9D%97%98%F0%9D%97%A5%F0%9D%97%A4%F0%9D%98%82%F0%9D%97%B2%F0%9D%98%80/1495504539249368/)

These figures indicate persistence rather than acute worsening or improvement.

### 2. Political/Security/Economic Events Affecting Young Men (18-35)
- No reports of protests, unrest, coup attempts, militia recruitment, or major economic shocks/currency crises in Botswana during the period. Gen Z-related protests noted elsewhere in Africa (e.g., 2025 context), but Botswana’s recent election youth mobilization (prior period) did not extend to instability here.[[7]](https://www.asisonline.org/security-management-magazine/latest-news/today-in-security/2025/october/gen-z-protests/)[[8]](https://www.atlanticcouncil.org/blogs/new-atlanticist/gen-z-protests-have-spread-to-seven-countries-what-do-they-all-have-in-common/)
- Youth “hustling” (informal side hustles, micro-enterprises) highlighted in May 2026 media as a coping response to ~38–40% youth joblessness, with no escalation to organized unrest.[[9]](https://www.youtube.com/watch?v=GY3T15JoFtk)
- Policy activity: Revised **National Youth Policy 2026–2036** and implementation plan adopted by Parliament (**April 16, 2026**), emphasizing STEAM/TVET, AI/innovation skills, entrepreneurship, and governance participation. ILO-backed **National Youth Employment Strategy (YES)** finalized around **April 30, 2026** (Mahalapye), involving UNICEF/IOM.[[2]](https://dailynews.gov.bw/news-detail/91032)[[1]](https://www.ilo.org/resource/news/ilo-supports-botswana-finalise-youth-employment-strategy)
- Ongoing initiatives (Youth Development Fund, budget consultations) continue without reported disruptions.

### 3. NGO/Academic Reports (2025–2026)
- **UNDP 4th NHDR (youth employment)**: Key recent analysis; highlights ~38% youth unemployment (15-35), rising NEET, skills gaps (e.g., 63% young women lacking marketable skills per some references), and calls for coordinated action. Survey of youth voices included.[[5]](https://www.undp.org/sites/g/files/zskgke326/files/2025-06/58996-undp-botswana-nhdr-report-summary-final-v2.pdf)[[5]](https://www.undp.org/sites/g/files/zskgke326/files/2025-06/58996-undp-botswana-nhdr-report-summary-final-v2.pdf)
- No other major new NGO/academic reports specifically published in the narrow window; policy documents (Youth Policy 2026–2036) incorporate 2025 inputs.

### 4. Internet/Mobile Infrastructure
- No shutdowns, restrictions, or coverage reductions reported for Botswana. Positive developments: Orange Botswana 4G/5G rollout and digital services events in villages (e.g., Natale, May 2026) as part of World Telecommunication & Information Society Day activities. Broader African shutdown concerns (e.g., elections elsewhere) do not apply here.[[10]](https://www.facebook.com/orangebotswana/posts/this-world-telecommunication-information-society-day-2026-orange-botswana-joins-/1385941923563069/)[[11]](https://simology.io/blog/best-esim-botswana-safari-connectivity-guide-2026)

**Overall assessment**: High youth unemployment persists at levels consistent with or slightly below the 41.3% male baseline (total youth ~38%), with active but incremental policy responses (new strategy and policy in April 2026). No destabilizing events flagged that would materially elevate the instability picture in the short term. Continued monitoring of implementation outcomes recommended. All sources drawn from web searches with specific dates and URLs as cited.

**Statistics Botswana (National Statistics Bureau)**  
- **URL**: https://www.statsbots.org.bw/ (Data Portal and Government Data Portal sections)  
- **API**: Partial (web services for automated data sharing; interactive portals with metadata)  
- **Update frequency**: Quarterly (e.g., Quarterly Multi-Topic Survey for labor/unemployment data)  
- **Auth required**: None for public downloads/portals; web services likely none or free registration  

**Bank of Botswana (Central Bank)**  
- **URL**: https://www.bankofbotswana.bw/  
- **API**: No (RSS feeds available for publications and key releases)  
- **Update frequency**: Varies; annual reports, monetary policy statements, and economic/financial statistics (includes employment and economic indicators)  
- **Auth required**: None (public data and RSS)  

**African Development Bank (AfDB) Open Data Platform / Africa Information Highway (AIH)**  
- **URL**: https://dataportal.opendataforafrica.org/ (AfDB Statistical Data Portal)  
- **API**: Yes (SDMX-native Open Data Platform 2.0 with data submission/dissemination tools; supports automated access)  
- **Update frequency**: Regular (country-level breakdowns for Sub-Saharan Africa, including Botswana economic, social, and labor-related indicators)  
- **Auth required**: None (public open data platform)  

**Mmegi Online (Local News RSS)**  
- **URL**: https://www.mmegi.bw/rss (or main site RSS)  
- **API**: No (RSS feed only)  
- **Update frequency**: Daily/as published (reliable coverage of Botswana news, including economic/youth issues)  
- **Auth required**: None  

**Other Botswana News RSS Feeds (e.g., The Voice BW, Sunday Standard, Botswana Guardian)**  
- **URL**: Various (e.g., https://news.thevoicebw.com/feed/; see aggregators like rss.feedspot.com/botswana_news_rss_feeds)  
- **API**: No (RSS feeds)  
- **Update frequency**: Daily/as published (local/regional coverage of Botswana)  
- **Auth required**: None  

**Botswana Labour Market Observatory (Think Tank/NGO-related)**  
- **URL**: https://www.botswanalmo.org.bw/ (references Statistics Botswana data)  
- **API**: No (primarily static reports and summaries)  
- **Update frequency**: Irregular (labor statistics summaries)  
- **Auth required**: None  

No strong evidence of fully public, dedicated APIs from the central bank/finance ministry beyond RSS or from specific Botswana-focused NGOs/think tanks with machine-readable APIs for youth/poverty/crisis data. Regional AfDB and national Stats Botswana portals are the strongest non-inference options with machine-readable elements. All listed are free/public where accessible.

**No significant new developments in the last 60 days (roughly April–early June 2026) alter the baseline youth instability indicators for French Polynesia (youth unemployment 15-24 male national: 33.2% in 2025; instability fuse score 78.6/100).**[[1]](https://tradingeconomics.com/french-polynesia/unemployment-youth-total-percent-of-total-labor-force-ages-15-24-wb-data.html)[[2]](https://www.macrotrends.net/global-metrics/countries/pyf/french-polynesia/unemployment-rate)

### 1. Government/ILO/World Bank Data on Youth or Male Unemployment
No new releases or updates from the Institut de la Statistique de la Polynésie Française (ISPF), ILO, or World Bank on youth (15-24) or male-specific unemployment appear in the period. Recent available figures remain consistent with or predate the baseline:
- Total unemployment rate: 11.75% (2024 data, unchanged into 2025/early 2026 reporting).[[2]](https://www.macrotrends.net/global-metrics/countries/pyf/french-polynesia/unemployment-rate)
- Broader youth unemployment (15-24 total, modeled ILO estimate): 36.9% (2024).[[1]](https://tradingeconomics.com/french-polynesia/unemployment-youth-total-percent-of-total-labor-force-ages-15-24-wb-data.html)
- Older ISPF reference: Youth (15-29) unemployment at 27.4% in one cited context; another older figure of 22.6% (2021) for the same group.[[3]](https://www.ispf.pf/publication/1286)

No 2025–2026 modeled or national estimate updates for the specific male 15-24 cohort. General Pacific/ILO reports (e.g., January 2026 global employment trends) do not isolate French Polynesia.[[4]](https://news.un.org/en/story/2026/01/1166751)

### 2. Political, Security, or Economic Events Affecting Young Men (18-35)
- **Political development (April 13, 2026)**: 15 lawmakers resigned from the ruling Tavini Huiraatira party, forming a breakaway group “A Fano Tia” (“Stay the course”) led by 25-year-old Tematai Le Gayic. This fragmented the Territorial Assembly and highlighted internal rifts over the pace of independence from France. It involves young political actors but has not led to reported protests, violence, militia activity, or broader youth mobilization.[[5]](https://islandsbusiness.com/news-break/chaos-in-french-polynesia-as-young-mps-split-from-ruling-party/)
- No protests, coup attempts, economic shocks, currency issues, or youth-specific unrest reported in French Polynesia. Related Pacific territory news (e.g., New Caledonia tensions from 2024–2025) does not extend here.[[6]](https://en.wikipedia.org/wiki/2024_New_Caledonia_unrest)
- Routine civil security drills (e.g., RUAHATU 2026 exercise in March and airport crisis simulation in May) reflect preparedness rather than active incidents.[[7]](https://www.polynesie-francaise.pref.gouv.fr/Actualites/Communiques-de-presse/2026/Les-services-se-preparent-a-faire-face-en-cas-de-crise-exercice-interservices-RUAHATU-2026)
- Housing affordability challenges noted (prices rose 2024–2025), with some local contestation over development projects (e.g., Raiatea), but these are not framed as youth-driven instability.[[8]](https://la1ere.franceinfo.fr/polynesie/tahiti/polynesie-francaise/l-etat-soutient-la-construction-de-logements-en-polynesie-francaise-avec-le-pays-1687655.html)
- Positive youth-focused events include an interfaith Easter gathering with ~800 youth in Papeete (April 6, 2026) and upcoming sports/youth summits.[[9]](https://news-pacific.churchofjesuschrist.org/article/french-polynesia-president-encourages-youth-to-strengthen-faith-in-christ-during-easter-interfaith-event)

### 3. NGO or Academic Reports on Youth Situation (2025)
No notable new NGO or academic reports specifically on French Polynesia’s youth instability or unemployment published or highlighted in 2025–early 2026. Broader Pacific or global reports (e.g., ILO global trends, World Population Highlights) do not provide territory-specific updates. A May 2025 French Polynesia SDG progress report exists but focuses on sustainable development broadly, not youth labor metrics.[[10]](https://www.service-public.pf/daie/wp-content/uploads/sites/14/2025/05/RAPPORT_ODD_PF_2024_ANGLAIS.pdf)

### 4. Internet/Mobile Infrastructure
No shutdowns, coverage crises, or major rollouts reported. Traveler and operator guides (updated for 2026) describe stable/expanding access via providers like Vini (broadest coverage) and Vodafone French Polynesia, with good 4G/5G in main islands (Tahiti, Moorea, Bora Bora) and 5G limited to Papeete/Tahiti. Remote atolls have more variable service; no systemic changes flagged.[[11]](https://cellesim.com/en/blog/best-esim-for-french-polynesia-2026-avoid-roaming-fees-and-stay-connected)[[12]](https://www.traveltomtom.net/destinations/oceania/french-polynesia/french-polynesia-prepaid-sim-card-guide)

**Overall assessment**: The baseline indicators remain unchanged. The April 2026 political party split introduces a minor note of elite-level fragmentation involving young figures but does not indicate escalation toward protests, economic deterioration, or heightened youth instability. No data or events suggest upward pressure on the 33.2% male youth unemployment figure or the 78.6/100 fuse score. Continued monitoring of ISPF releases and local political dynamics is recommended.

**ISPF (Institut de la statistique de la Polynésie française) – National statistics office**  
- URL: https://www.ispf.pf/ (Open Data / Chiffres détaillés / Emploi sections; also mirrored on data.gouv.fr)  
- API: No (dedicated public API); machine-readable downloads (Excel/CSV via publications and open data portals)  
- Update frequency: Monthly (e.g., “Emploi salarié du secteur marchand”) and periodic surveys (labor force/employment inquiries)  
- Auth required: None (public downloads)[[1]](https://www.ispf.pf/)[[2]](https://www.data.gouv.fr/organizations/institut-de-la-statistique-de-la-polynesie-francaise)

**IEOM (Institut d’Émission d’Outre-Mer) – Central bank / monetary institute for French overseas territories**  
- URL: https://www.ieom.fr/ (economic studies, conjoncture reports, business climate indicator ICA)  
- API: No; PDF reports and tables (some Excel extracts in publications)  
- Update frequency: Annual/quarterly economic reports and indicators (business confidence, tourism, labor-related economic context)  
- Auth required: None (public publications)[[3]](https://www.ieom.fr/The-economy-of-French-Polynesia-in-2024)

**ADB Data Library / Key Indicators Database (KIDB) – Asian Development Bank regional database**  
- URL: https://data.adb.org/ and https://kidb.adb.org/  
- API: Yes (machine-readable datasets and APIs available)  
- Update frequency: Regular (key macroeconomic/social indicators); country coverage varies—French Polynesia often limited or absent as it is not a core ADB member  
- Auth required: None (open access)[[4]](https://www.unescap.org/library/databases)[[4]](https://www.unescap.org/library/databases)

**ESCAP Data Explorer / Asia-Pacific SDG Gateway – UN Economic and Social Commission for Asia and the Pacific**  
- URL: https://www.unescap.org/ (Data Explorer / SDG Gateway)  
- API: Partial (data explorer supports downloads; some programmatic access via SDG tools)  
- Update frequency: Periodic (SDG and statistical indicators with Pacific subregion/country breakdowns; French Polynesia included in select Pacific datasets)  
- Auth required: None (open)[[4]](https://www.unescap.org/library/databases)

**newsdata.io French Polynesia Top News API – News aggregation service**  
- URL: https://newsdata.io/news-sources/french-polynesia-top-news-api  
- API: Yes (REST API for curated news from local/regional sources)  
- Update frequency: Real-time / on-demand queries  
- Auth required: Free tier available; paid plans for higher volume[[5]](https://newsdata.io/news-sources/french-polynesia-top-news-api)

**HDX (Humanitarian Data Exchange) – French Polynesia datasets**  
- URL: https://data.humdata.org/group/pyf  
- API: No dedicated API (CKAN-based platform with downloads); some datasets support API access via HDX infrastructure  
- Update frequency: Varies by contributor (crisis, disaster, poverty-related datasets)  
- Auth required: None (public)[[6]](https://data.humdata.org/group/pyf)

These sources focus on direct or regional/official data with machine-readable access where possible, complementing the already-used sources (World Bank, ACLED, etc.). National sources like ISPF provide the most granular youth/labor indicators via downloads; regional databases offer broader context but variable coverage for French Polynesia.

**No major new government, ILO, or World Bank releases on Iraq youth (15-24) or male unemployment in the last 60 days (since ~April 5, 2026).** Latest modeled ILO/World Bank estimates remain in the ~32% range for total youth unemployment (15-24): 32.012% for 2025 (FRED/World Bank data, updated Feb 2025 release) and 32.09% for 2024.[[1]](https://fred.stlouisfed.org/series/SLUEM1524ZSIRQ)[[2]](https://tradingeconomics.com/iraq/unemployment-youth-total-percent-of-total-labor-force-ages-15-24-modeled-ilo-estimate-wb-data.html)

An earlier Feb 22, 2026 ILO-UNICEF release noted persistently high youth unemployment and expanded job-search support via National Employment Policy and Job Search Clubs, with youth at 37% of the population.[[3]](https://reliefweb.int/report/iraq/iraq-expands-nationwide-job-search-support-address-youth-unemployment-enar) Older figures (e.g., Ministry of Youth and Sports data cited in May 2025 reporting) put youth (18-35) unemployment at ~36% nationally by late 2024, exceeding 50% in some governorates like al-Muthanna, Dhi Qar, and Basra.[[4]](https://shafaq.com/en/Report/Youth-in-despair-no-jobs-to-share-Iraq-s-workforce-hanging-in-the-air) The provided baseline male youth rate (28.1% for 15-24 in 2025) aligns with the broader high-unemployment picture but shows no updates here that would shift it significantly.

**Significant events affecting young men (18-35) in the last 60 days center on militia-related tensions and economic pressures rather than large-scale youth protests or coups:**

- US Treasury sanctions (May 7, 2026) targeted three senior leaders of Iran-aligned Iraqi militias and Iraq’s deputy oil minister over alleged Iran support.[[5]](https://www.cfr.org/global-conflict-tracker/conflict/political-instability-iraq)
- US paused military cooperation programs and dollar shipments to Iraq (announced ~April 21, 2026) to pressure Baghdad on dismantling Iran-backed militias.[[5]](https://www.cfr.org/global-conflict-tracker/conflict/political-instability-iraq)
- Context of ongoing militia attacks on US sites (dozens reported in March–early 2026 period via Islamic Resistance in Iraq/PMF groups), alongside Iraqi government protests over a US strike on a PMF clinic (March 25, 2026).[[5]](https://www.cfr.org/global-conflict-tracker/conflict/political-instability-iraq)

These dynamics involve militia networks that often recruit or influence young men amid limited formal jobs. Broader 2026 outlook includes pressure on armed militias to disarm and shift to political roles, plus austerity measures tied to sliding oil prices (below $60/barrel after 2025 highs), which threaten public-sector hiring and could exacerbate youth economic grievances.[[6]](https://enablingpeace.org/ten-key-stories-to-watch-in-iraq-in-2026/) Smaller job-related protests occurred but remained limited overall, with no major youth-led unrest reported in the period.[[7]](https://bti-project.org/en/reports/country-report/IRQ)

**Notable NGO/academic reports on Iraq’s youth situation from 2025 (published or covering 2025 data):** The British Council’s *Next Generation Iraq: Youth in the Kurdistan Region of Iraq* (2025) examines education, employment, and aspirations amid national/regional dynamics.[[8]](https://www.britishcouncil.org/research-insight/next-generation-iraq) UNICEF’s 2025 programming highlights (referenced into 2026) supported digital employability skills for ~19,000 young people and 448 youth-led startups.[[9]](https://open.unicef.org/country/Iraq?cid=2130) The BTI 2026 Iraq Country Report (covering through early 2025) notes relative political stability, limited major protests, and youth-led civic initiatives but persistent economic challenges.[[7]](https://bti-project.org/en/reports/country-report/IRQ) No brand-new 2025 reports surfaced specifically in the last 60 days.

**Internet/mobile infrastructure:** No major nationwide shutdowns, new rollouts, or coverage changes beyond routine exam-related measures. Iraq continued its multi-year policy of short (typically ~2-hour) national or partial internet suspensions during high school exams to curb cheating (e.g., confirmed ~May 17–20, 2026 period, with Kurdistan often exempt or less affected).[[10]](https://www.facebook.com/netblocks/posts/%EF%B8%8F-confirmed-metrics-show-that-internet-connectivity-was-cut-across-most-of-iraq-/984905057233103/)[[11]](https://pulse.internetsociety.org/en/shutdowns/internet-shutdown-for-iraq-exam-26-august-2025/) These are not full blackouts and have limited direct instability links but disrupt access periodically.

**Assessment vs. baseline (youth unemployment 28.1% male 15-24 / instability fuse 79.3/100):** No data releases or events in the last 60 days indicate a significant shift. High structural youth unemployment persists without fresh quantification, while militia-US tensions and austerity add ongoing risks for young men via recruitment pools or job scarcity. Monitor oil prices, militia disarmament talks, and any follow-on US/Iraqi economic measures for potential escalation. All figures and events drawn from cited sources above.

**Iraq Central Statistical Organization (COSIT/CSO, under Ministry of Planning)**  
- URL: http://cosit.gov.iq/en/home (or Arabic version)  
- API: No (machine-readable downloads available, e.g., XLSX from surveys/reports via site or mirrors like HDX)  
- Update frequency: Periodic (e.g., Labour Force Surveys; 2021 LFS available with unemployment/labor data)  
- Auth required: None (public downloads)[[1]](https://globaledge.msu.edu/global-resources/resource/5727)[[2]](https://ghdx.healthdata.org/organizations/central-statistical-organization-iraq)

**Central Bank of Iraq (CBI)**  
- URL: https://cbi.iq/ (Statistics section)  
- API: No (PDF/Excel bulletins and indicators available for download)  
- Update frequency: Monthly (Monthly Statistical Bulletin) and annual (Annual Statistical Bulletin); key financial/economic indicators  
- Auth required: None (public)[[3]](https://cbi.iq/language/change/english/https:----cbi.iq--news--section--90--)

**Arab Development Portal (UN ESCWA)**  
- URL: https://data.unescwa.org/  
- API: Partial (some API endpoints documented for data queries/views; primarily interactive portal with downloads)  
- Update frequency: Ongoing/regular (country breakdowns for Arab region including Iraq; economic, social, SDG-related indicators)  
- Auth required: None (public)[[4]](https://data.unescwa.org/)[[5]](https://qatar.unescwa.org/Datacatalog/Dataset/escwa/ablf/GetRegionalSubcategoriesScores_view)

**UNHCR Operational Data Portal – Iraq**  
- URL: https://data.unhcr.org/en/country/irq  
- API: Partial (JSON/CSV exports and query endpoints for population, trends, registration data)  
- Update frequency: Frequent (e.g., monthly updates; population figures, trends, operational data)  
- Auth required: None (public downloads/exports)[[6]](https://data.unhcr.org/en/country/irq)

**Iraqi News Agency (and similar local/regional RSS feeds)**  
- URL: Examples include feeds listed on aggregator sites (e.g., Iraqi News Agency RSS via feedspot or direct agency sites); reliable regional coverage via sources like Reuters, Al Jazeera, or local outlets  
- API: No (RSS feeds for syndication; general news APIs like NewsData.io cover Iraq but are not Iraq-specific)  
- Update frequency: Daily/real-time (news items)  
- Auth required: None for RSS; free tier for some aggregator APIs[[7]](https://rss.feedspot.com/iraq_news_rss_feeds/)

**Additional notes on regional coverage**: ESCWA explicitly includes Iraq with MENA/Arab country breakdowns. No dedicated public API found for African Development Bank (Africa-focused) or Asian Development Bank relevant to Iraq. Other options like HDX humanitarian datasets or ILO labour data often aggregate or mirror national sources. All listed are non-inference/raw or official statistical/news sources suitable for direct integration.

**No major new government, ILO, or World Bank data releases on youth or male unemployment in Eswatini were identified in the last 60 days (roughly April–early June 2026).** Existing modeled estimates and project references remain consistent with the baseline.[[1]](https://www.worldbank.org/en/news/press-release/2025/05/12/new-world-bank-project-supports-job-creation-for-afe-eswatinis-youth)[[2]](https://fred.stlouisfed.org/series/SLUEM1524ZSSWZ)

- The World Bank’s May 12, 2025 press release on the Eswatini Youth Employment Opportunities Project (EYEOP) cited youth unemployment (15-24) at 49% overall (women 52.4%, men 45%), with ~25,000 annual labor market entrants vs. ~1,000 formal jobs created. It noted over 53% of youth as NEET. This predates the baseline but aligns closely with the reported 50.9% male youth rate (2025).[[1]](https://www.worldbank.org/en/news/press-release/2025/05/12/new-world-bank-project-supports-job-creation-for-afe-eswatinis-youth)
- FRED/ILO-modeled data shows total youth unemployment (15-24) at 54.329% for 2025 (updated Feb 2026). Broader total unemployment hovers around 34–35% in recent estimates.[[2]](https://fred.stlouisfed.org/series/SLUEM1524ZSSWZ)
- No fresher 2026 national estimates or ILO/WB updates appeared in searches.

**No significant political, security, or economic shocks affecting young men (18-35) were reported in the last 60 days.** References to protests or unrest primarily concern the 2021 crackdown or earlier periods, with no evidence of recent large-scale youth-led protests, coup attempts, militia recruitment, or acute economic crises (e.g., currency issues).[[3]](https://bti-project.org/en/reports/country-report/SWZ)[[4]](https://www.hrw.org/world-report/2026/country-chapters/eswatini)

- An April 18, 2026 social media reference noted government warnings to civil servants about planned (unspecified) protests that could disrupt services/salaries, but no youth-specific mobilization or outcomes were detailed.[[5]](https://www.facebook.com/100072019954167/videos/finance-minister-neal-rijkenberg-has-called-on-civil-servants-to-avoid-participa/792795270292277/)
- Broader reports (e.g., BTI 2026, HRW World Report 2026) highlight ongoing structural issues: high youth unemployment driving emigration (especially to South Africa), demands for democratic reform via social media/street action, impunity for past violations, and repression of dissent under laws like the Public Order Act. These reflect chronic pressures rather than new escalations.[[3]](https://bti-project.org/en/reports/country-report/SWZ)[[4]](https://www.hrw.org/world-report/2026/country-chapters/eswatini)
- Economic context remains challenging (high poverty, inequality, limited formal jobs), but no fresh shocks flagged. Cultural/tourism events (e.g., MTN Bushfire Festival late May 2026) proceeded normally.[[6]](https://www.thekingdomofeswatini.com/events-calendar/)

**Notable 2025 reports on Eswatini youth (published or covering 2025 data) include:**

- Afrobarometer Dispatch AD1064 (Oct 24, 2025): >50% of youth (15-35) report unemployment/job-seeking; over half have considered emigration; 54% view the country as heading in the “wrong direction.” Highlights mismatch between education levels and opportunities.[[7]](https://www.afrobarometer.org/publication/ad1064-eswatini-youth-intent-on-employment-cast-eyes-abroad-for-better-prospects/)
- BTI 2026 Country Report: Emphasizes youth-led pro-democracy pressure amid ~58% youth unemployment, brain drain, and limited political participation.[[3]](https://bti-project.org/en/reports/country-report/SWZ)
- Other references (e.g., World Vision, UNICEF Annual Report 2025) reiterate high youth joblessness and related vulnerabilities but add no new 2026 figures.[[8]](https://www.wvi.org/sites/default/files/2026-03/WVE%20Strategic%20Plan%20%282026-30%29%20-%20FINALDIGITAL%20%281%29.pdf)

**Internet/mobile infrastructure shows positive developments rather than disruptions:**

- Eswatini Mobile announced/confirmed enterprise connectivity upgrades to 1,000 Mbps (May 2026), approved for international events (e.g., OACPS-EU assembly).[[9]](https://www.facebook.com/sdnapp/posts/eswatini-mobiles-enterprise-connectivity-speeding-up-to-1000mbps-receives-intern/1537213928406511/)
- General 2026 coverage guides note reliable 4G in major areas/tourism zones; 5G mentions appear in operator updates. No shutdowns or coverage reductions reported (past 2021 incidents referenced in older articles).[[10]](https://sparkroam.com/eswatini-mobile-network-coverage/)

**Assessment vs. baseline:** No developments in the last 60 days appear to significantly shift the instability picture. Youth unemployment remains structurally very high (consistent with ~50%+ male youth rates and overall youth figures of ~49–54%), with chronic political/economic grievances but no acute flare-ups, new data spikes, or infrastructure setbacks. Ongoing World Bank-supported job initiatives and network improvements are mildly positive but unlikely to alter the near-term fuse score materially. Continued monitoring of any realized protests or fresh labor data is recommended.

**National Statistics Bureau (CSO Eswatini):**  
- **Central Statistical Office (CSO), Kingdom of Eswatini** — https://www.gov.sz/index.php/component/content/article/687-central-statistics-office (under Ministry of Economic Planning & Development). No public API or dedicated machine-readable data portal identified; data (including labor force, unemployment, and economic statistics from surveys/censuses) primarily available via PDF reports or requests. Update frequency: Irregular (e.g., censuses, periodic labor force surveys like the Integrated Labour Force Survey). Auth required: None (public reports) / contact for custom data.[[1]](https://www.gov.sz/index.php/component/content/article/687-central-statistics-office?catid=78:economic-planning-a-development&Itemid=258/)

**Central Bank or Finance Ministry:**  
- **Central Bank of Eswatini (CBE)** — https://www.centralbank.org.sz/. No public API or open data portal with structured/machine-readable downloads identified; economic indicators, monetary policy reports, annual economic reviews, and statistical releases (including youth-relevant macro data) available as PDFs/reports. Update frequency: Monthly/quarterly/annual (e.g., Monetary Policy Statements, Economic Reports). Auth required: None (public downloads).[[2]](https://www.centralbank.org.sz/)

**Regional Databases (Sub-Saharan Africa with country breakdowns):**  
- **African Development Bank (AfDB) Open Data for Africa / Statistical Data Portal** — https://dataportal.opendataforafrica.org/ (formerly Open Data for Africa). Yes (API Explorer available for programmatic access; SDMX/structured data support). Update frequency: Varies by dataset (economic, social, youth/employment indicators with Eswatini breakdowns). Auth required: None/free. Covers socio-economic data including labor market/youth metrics for African countries.[[3]](https://www.re3data.org/repository/r3d100011929)

**Local or Regional News RSS Feeds or APIs:**  
- **Global Voices Eswatini feed** — https://globalvoices.org/-/world/sub-saharan-africa/swaziland/ (RSS available). Partial (RSS feeds). Update frequency: As published (citizen media on regional issues including youth/instability). Auth required: None.  
- **Newsdata.io Eswatini News API** — https://newsdata.io/news-sources/eswatini-other-news-api. Yes (API for live headlines/updates from curated sources). Update frequency: Real-time/near real-time. Auth required: Free tier with API key (paid for higher volume).[[4]](https://newsdata.io/news-sources/eswatini-other-news-api)

**NGO or Think Tank Data APIs:**  
- **Humanitarian Data Exchange (HDX) – Eswatini datasets** — https://data.humdata.org/m/group/swz. Partial/yes (API access for many humanitarian/crisis/poverty datasets from multiple organizations, including youth-relevant indicators). Update frequency: Varies (event-driven or periodic updates from contributors like UN agencies). Auth required: None/free (registration may be needed for some downloads).[[5]](https://data.humdata.org/m/group/swz?groups=ind&vocab_Topics=education)

These are the most relevant accessible sources identified beyond the already-used ones (World Bank, ACLED, etc.). National/local sources in Eswatini appear limited in terms of modern APIs or open structured data; most rely on reports or aggregate to international databases. Regional options like AfDB provide stronger structured access for Sub-Saharan coverage. Always verify current status directly, as portals can evolve.

**No new official government, ILO, or World Bank data releases on Haiti youth (15-24) or male unemployment were identified in the last ~60 days (roughly early April–early June 2026).** The most recent modeled ILO/World Bank estimates remain those for 2025, with total youth unemployment (15-24) at approximately 37.5% (FRED/World Bank data, updated Feb 2026).[[1]](https://fred.stlouisfed.org/series/SLUEM1524ZSHTI)[[2]](https://data.worldbank.org/indicator/SL.UEM.1524.ZS) The provided baseline of 30.0% for males (15-24, national, 2025) shows no updates or revisions. Global ILO reports (e.g., World Employment and Social Outlook Trends 2025/2026 releases from Jan 2026) highlight elevated youth challenges in low-income countries, including high NEET rates (~27.9% in low-income settings), but contain no Haiti-specific new figures.[[3]](https://www.ilo.org/sites/default/files/2025-01/WESO25_Trends_Report_EN.pdf)[[4]](https://www.facebook.com/ILO.ORG/posts/for-millions-of-young-people-the-path-into-work-is-still-blocked-youth-unemploym/1292161089610538/)

**Significant political, security, and economic developments affecting young men (18-35) continue at a high level, with heavy youth involvement in gangs/militias and no major de-escalation.** 

- Voter/candidate registration for the long-delayed 2026 elections (first in over a decade) was postponed on or around April 9, 2026 (originally set to begin April 1 for voters). No new dates announced; linked to alignment with a national political pact and security/funding issues. First-round elections had been eyed for August 2026.[[5]](https://www.reuters.com/world/americas/haiti-postpones-voter-registration-first-election-decade-no-new-dates-given-2026-04-09/)[[6]](https://haitiantimes.com/2026/04/09/haiti-delays-voter-and-candidate-registration-amplifying-doubts-about-long-stalled-electoral-process/)
- Deployment of the UN-authorized Gang Suppression Force (GSF, successor to the Kenyan-led MSS mission) progressed: Initial Chadian contingents arrived April 1, 2026 (~400 by late April, with pledges for 1,500 total); GSF commander Maj. Gen. Erdenebat Batsuuri arrived in Port-au-Prince on May 14, 2026. Full force targeted at up to 5,550 personnel; operations slated to ramp up around June 1, 2026. Earlier elements (including some Kenyan drawdown) reported some territorial gains in the capital, but violence persists.[[7]](https://haitiantimes.com/2026/05/15/haiti-gang-suppression-force-mission/)[[8]](https://passblue.com/2026/05/21/the-new-un-backed-anti-gang-force-is-finally-arriving-in-haiti-as-violence-surges/)[[9]](https://www.aljazeera.com/news/2026/4/1/first-troops-from-un-backed-gang-suppression-force-arrive-in-haiti)
- Gang violence and recruitment remain acute: Gangs (e.g., Viv Ansanm coalition) control ~85-90% of greater Port-au-Prince and have expanded into departments like Artibonite and Centre. Reports detail coordinated attacks (e.g., late March 2026 in Artibonite killing dozens), high casualties (>1,600 killed in Q1 2026 per one UN-linked update, with gangs responsible for ~27% and many more during security operations/drone strikes), sexual violence, kidnappings, and extortion. Young men (and boys) face strong economic incentives to join amid poverty, displacement (1.4M+ IDPs, over half children), and limited alternatives. UN/OHCHR noted an “alarming increase” in child recruitment (UNICEF reported ~200% rise in 2025; estimates that children comprise ~30-50% of gang members overall).[[10]](https://news.un.org/en/story/2026/02/1166954)[[11]](https://www.rescue.org/article/haitis-gang-violence-crisis-what-know-and-how-help)[[12]](https://www.securitycouncilreport.org/monthly-forecast/2026-04/haiti-34.php)[[13]](https://www.cnn.com/2026/04/06/americas/haiti-gang-children-face-new-foreign-force-latam-intl)[[14]](https://reliefweb.int/report/haiti/haiti-more-1600-people-killed-first-quarter-2026-human-rights-situation-remains-extremely-worrying)
- Broader context: Ongoing economic contraction (seventh consecutive year projected in some 2025 analyses), high inflation/poverty, and humanitarian strain. Demonstrations reportedly declined amid sanctions and security constraints.[[15]](https://bti-project.org/en/reports/country-report/HTI)

These reinforce, rather than shift, the high baseline instability fuse score (85.7/100), with youth (including 18-35 males) central to both perpetration and victimization via gangs/militias.

**Notable NGO/academic or UN-linked reports on Haiti’s youth situation (published or prominently covering 2025 events into 2026):** 

- HRW World Report 2026 (Haiti chapter) details 2025 deterioration, gang control, child recruitment/trafficking, school closures (1,600+ affecting 243,000+ students), and human rights abuses.[[16]](https://www.hrw.org/world-report/2026/country-chapters/haiti)
- UN/OHCHR-BINUH joint report (Feb 20, 2026) on children trafficked by gangs, highlighting risks for youth in gang-controlled areas and calling for rehabilitation/reintegration.[[10]](https://news.un.org/en/story/2026/02/1166954)
- UNICEF and related updates on 200%+ surge in child recruitment (2025 data) and displacement/education crises.[[11]](https://www.rescue.org/article/haitis-gang-violence-crisis-what-know-and-how-help)
- BTI 2026 Haiti Country Report (covers review period into 2025/early 2026) on insecurity, economic woes, and declining demonstrations.[[15]](https://bti-project.org/en/reports/country-report/HTI)
- Other 2025-2026 outputs from IOM, HRW, and UN entities emphasize youth vulnerability, NEET-like risks, and the need for alternatives to gang involvement.[[17]](https://www.unicef.org/media/178391/file/Haiti-Humanitarian-Situation-Report-No.8,-31-December-2025.pdf)

**No reported changes to internet/mobile infrastructure access (shutdowns, major new rollouts, or coverage shifts) in the last 60 days.** General assessments note poor overall resilience and low 4G/5G penetration, with no election-related or other disruptions flagged for Haiti in monitoring (e.g., Access Now or Internet Society reports).[[18]](https://www.accessnow.org/campaign/2026-elections-and-internet-shutdowns-watch/)[[19]](https://pulse.internetsociety.org/en/reports/HT)

**Overall assessment:** The picture remains one of entrenched high instability, with no material improvement in youth unemployment metrics and continued acute risks for young men via gang recruitment, violence, and political delays. The GSF rollout introduces a potential new variable for security operations starting June 2026, but early indicators (persistent violence, youth-heavy gang membership) suggest limited immediate shift from the baseline. Sources are primarily UN, Reuters, HRW, and Haitian/international media outlets with April–May 2026 datelines.

**Here are relevant non-inference, Haiti-specific or LAC-regional data sources** (focusing on labor/unemployment, youth/economic indicators, and related areas). These complement the already-used sources like World Bank, ACLED, etc. Details are based on official sites and portals; most emphasize downloads over full APIs.[[1]](https://ayitistats.org/?lang=en)[[2]](https://ihsi.gouv.ht/)

- **Institut Haïtien de Statistique et d’Informatique (IHSI)**: National statistics bureau. URL: https://ihsi.gouv.ht/. API: no (machine-readable downloads in tables/Excel/CSV formats for population projections, economic activity indicator (ICAE), inflation/CPI, GDP growth). Update frequency: quarterly (e.g., ICAE) or monthly (inflation); some annual. Auth: none.[[2]](https://ihsi.gouv.ht/)

- **Banque de la République d’Haïti (BRH)**: Central bank. URL: https://www.brh.ht/ (statistics section and rapports statistiques). API: no (Excel/XLS, PDF, and table downloads for monetary aggregates, external debt, exchange rates, inflation series, bons/interest rates). Update frequency: monthly/quarterly (e.g., monetary data, inflation notes). Auth: none.[[3]](https://www.brh.ht/)

- **Ministère de l’Économie et des Finances (MEF)**: Finance ministry (data often aggregated via Ayitistats or joint releases). URL: https://www.mef.gouv.ht/ (or via Ayitistats). API: no (downloads via portals for economic/fiscal indicators). Update frequency: as released (often quarterly/annual). Auth: none.

- **Ayitistats**: Official public data portal aggregating IHSI, BRH, MEF, and other Haitian sources (includes unemployment, youth impacts, GDP by sector, MSMEs). URL: https://ayitistats.org/. API: no/partial (web downloads, format converter to CSV/Excel/JSON). Update frequency: regular (sources updated 2024–2025+). Auth: none.[[1]](https://ayitistats.org/?lang=en)

- **CEPALSTAT (ECLAC/United Nations Economic Commission for Latin America and the Caribbean)**: Regional LAC database with Haiti country breakdowns (demographics, economy, labor, SDGs, poverty). URL: https://statistics.cepal.org/portal/cepalstat/index.html?lang=en. API: yes (Open Data/API for massive/developer access, plus online tools). Update frequency: ongoing/various (annual or periodic indicators). Auth: none/free.[[4]](https://www.cepal.org/en/data-and-statistics)

- **Haiti news RSS feeds** (reliable local/regional): Examples include Rezo Nòdwès RSS, Haitilibre.com RSS, The Haitian Times RSS, Haiti Liberté RSS, Juno7 RSS (curated lists available on Feedspot). URL examples via https://rss.feedspot.com/haiti_news_rss_feeds/. API: RSS feeds (machine-readable syndication; no dedicated API). Update frequency: daily/real-time. Auth: none. General Haiti-covering news APIs (e.g., NewsData.io or World News API monitoring Haitian sources) offer JSON endpoints with free/paid tiers.[[5]](https://rss.feedspot.com/haiti_news_rss_feeds/)

**Notes**: 
- No dedicated public APIs were identified for IHSI or BRH (reliant on downloads). 
- CEPALSTAT stands out for API access in the LAC region. 
- Unemployment/labor data is often limited or modeled at the national level (e.g., via IHSI aggregates or Ayitistats); youth-specific breakdowns are sparse in raw form. 
- For NGOs/think tanks with APIs, options like HDX (Humanitarian Data Exchange) provide Haiti crisis/poverty datasets with an API, but these are more supplementary. Always verify current access/terms directly, as formats and availability can evolve.

**No major new government, ILO, or World Bank data releases on youth (or male-specific) unemployment in Gabon were identified in the last ~60 days (roughly April–early June 2026).** Existing modeled estimates remain consistent with high rates around 36% for total youth unemployment (ages 15-24).[[1]](https://fred.stlouisfed.org/series/SLUEM1524ZSGAB)[[1]](https://fred.stlouisfed.org/series/SLUEM1524ZSGAB)

- World Bank/FRED modeled ILO estimates (updated/released around early 2026) show 2025 youth unemployment (total, 15-24) at 36.281% (vs. 36.283% in 2024 and 36.407% in 2023). National estimates and breakdowns by gender are not newly updated in recent sources.[[2]](https://data.worldbank.org/indicator/SL.UEM.1524.ZS?locations=GA)[[1]](https://fred.stlouisfed.org/series/SLUEM1524ZSGAB)
- The provided baseline (31.6% for 15-24 males, national, 2025) aligns directionally with these figures; total rates are reported near or above 36%, with some 2024 references noting youth unemployment approaching 40% amid skills mismatches.[[3]](https://africa24tv.com/gabon-youth-unemployment-rate-estimated-at-over-36/)[[3]](https://africa24tv.com/gabon-youth-unemployment-rate-estimated-at-over-36/)
- Broader ILO *Employment and Social Trends 2026* (referencing November 2025 data) discusses global/regional youth trends (e.g., slight projected declines in some upper-middle-income contexts post-2025) but contains no Gabon-specific updates or new national figures.[[4]](https://researchrepository.ilo.org/view/pdfCoverPage?instCode=41ILO_INST&filePid=13147301370002676&download=true)

**No significant new political, security, or economic shocks specifically targeting or disproportionately affecting young men (18-35) in the last 60 days.** Gabon appears in a post-2023 coup stabilization phase following the April 2025 presidential election win by transitional leader Brice Clotaire Oligui Nguema.[[5]](https://bti-project.org/en/reports/country-report/GAB)[[6]](https://en.wikipedia.org/wiki/2023_Gabonese_coup_d%27%C3%A9tat)

- Searches for protests, coups, militia activity, or acute economic shocks (e.g., currency issues) in April–May 2026 yielded no major domestic incidents. Mentions include routine diplomatic/economic ties (e.g., with Angola) and unrelated regional news.[[7]](https://www.instagram.com/reel/DYFMyO0oNfB/)
- Related but slightly earlier context (Feb 2026 social media suspension amid protests/strikes) saw temporary lifts in April 2026; however, new verification regulations (Feb 2026) impose real-name/ID requirements with heavy fines/prison risks for non-compliance.[[8]](https://www.theguardian.com/world/2026/may/13/concern-gabon-social-media-clampdown-human-rights)[[8]](https://www.theguardian.com/world/2026/may/13/concern-gabon-social-media-clampdown-human-rights)
- May 2026 reporting highlights ongoing human rights concerns over digital clampdowns and arrests (e.g., opposition figure in April linked to older cases), with diaspora protests noted in Paris (April 25, 2026). No widespread domestic youth-led unrest reported.[[8]](https://www.theguardian.com/world/2026/may/13/concern-gabon-social-media-clampdown-human-rights)

**Notable NGO/academic reports on Gabon's youth situation from 2025 (none newly published in the last 60 days).** Key prior releases include:

- Afrobarometer Dispatch No. 1079 (Nov 17, 2025): Based on July 2024 survey; notes high youth literacy (~91%) but unemployment estimated at 37–40%, skills mismatches, and positive youth views on national direction. Over 80% urban youth population highlighted.[[9]](https://www.afrobarometer.org/wp-content/uploads/2025/11/AD1079-Gabonese-youth-see-their-country-as-moving-in-the-right-direction-Afrobarometer-13nov25.pdf)
- BTI 2026 Gabon Country Report: Covers 2023–early 2025 transition (post-coup national dialogue, 2024 referendum, 2025 elections); emphasizes inequality and poverty amid resource wealth.[[5]](https://bti-project.org/en/reports/country-report/GAB)[[5]](https://bti-project.org/en/reports/country-report/GAB)
- World Bank feature (Jan 22, 2026) on youth skills/education initiatives to address unemployment.[[10]](https://www.worldbank.org/en/news/feature/2026/01/22/preparing-gabon-youth-for-the-future)

**Internet/mobile infrastructure:** No new nationwide shutdowns or major coverage/rollout changes reported in April–May 2026. The Feb 2026 social media suspension (Meta platforms, TikTok, etc., citing “false information” and security) was temporarily lifted in April but followed by stricter user-verification rules.[[11]](https://cipesa.org/2026/02/keepiton-authorities-must-reverse-social-media-shutdown-order-and-restore-access-in-gabon/)[[8]](https://www.theguardian.com/world/2026/may/13/concern-gabon-social-media-clampdown-human-rights)[[8]](https://www.theguardian.com/world/2026/may/13/concern-gabon-social-media-clampdown-human-rights) May 2026 coverage notes persistent concerns over curtailed freedoms, potentially impacting youth communication/organization.

**Assessment vs. baseline (youth male unemployment 31.6% in 2025; instability fuse 89.1/100):** No findings indicate a significant upward or downward shift. Unemployment data remains stably high (~36% total youth); the political environment shows continued post-transition consolidation without acute new escalations in the window. Lingering digital restrictions and isolated opposition actions represent incremental pressures on freedoms that could indirectly affect youth mobilization or grievances, but nothing rises to a major instability pivot. Sources are primarily modeled estimates and reporting from World Bank, FRED, ILO-adjacent, Guardian, and regional outlets (URLs in citations). Further monitoring of parliamentary elections or new labor data releases is recommended.

**Here are relevant non-inference data sources for Gabon (focusing on labor/unemployment, economic/youth indicators, and related topics), based on official and regional portals. Many provide machine-readable downloads (CSV, Excel, etc.) via open data platforms, though dedicated public APIs are rare or partial. They supplement your existing sources (e.g., World Bank, ACLED).**[[1]](https://instatgabon.org/en)[[2]](https://www.beac.int/)

- **Direction Générale de la Statistique (DGS / instatgabon.org)** — National statistics bureau (unemployment, labor, population, economic/social indicators). URL: https://instatgabon.org/en (includes Open Data portal and survey data). API: No (or partial/undocumented); machine-readable downloads and queries available via portal. Update frequency: Periodic (surveys, key figures like unemployment ~quarterly/annual where available; latest noted T3 2019 unemployment 35.2%). Auth: None (public).[[1]](https://instatgabon.org/en)

- **Banque des États de l'Afrique Centrale (BEAC)** — Central bank for CEMAC (including Gabon); economic/monetary/financial indicators, balance of payments, monetary emission stats (relevant to youth employment/economic context). URL: https://www.beac.int/ (Base de Données Économiques, Monétaires et Financières and related sections). API: No (downloads/tables). Update frequency: Regular (monthly/quarterly/annual series). Auth: None (public).[[2]](https://www.beac.int/)

- **African Development Bank (AfDB) Statistical Data Portal / Open Data for Africa** — Regional SSA database with country breakdowns (socio-economic, governance, infrastructure, national accounts; Gabon-specific series). URL: https://dataportal.opendataforafrica.org/ (or AfDB statistics section). API: Partial (SDMX/Open Data Platform 2.0 support for interoperability; bulk downloads). Update frequency: Regular (annual/periodic updates across indicators). Auth: None (public; some advanced features may require registration).[[3]](https://www.re3data.org/repository/r3d100011929)

- **Gabon actu (and similar local outlets like L'Union, Gabonreview.com)** — Local/regional news covering Gabon politics, economy, society (youth/unemployment context via RSS). URLs: Gabon actu (search rss.feedspot.com/gabon_news_rss_feeds/); L'Union (lunion.fr or sonapresse); Gabonreview.com. API: No (RSS feeds for syndication; third-party news APIs like NewsData.io aggregate Gabon sources with country=GA parameter). Update frequency: Daily/real-time. Auth: None for RSS (public); paid for commercial news APIs.[[4]](https://rss.feedspot.com/gabon_news_rss_feeds/)

- **ILOSTAT (Gabon country profile)** — Labor statistics with Gabon breakdowns (unemployment, youth NEET, employment surveys; complements national data). URL: https://ilostat.ilo.org/data/country-profiles/gab/. API: Yes (data explorer/tools for downloads; bulk options). Update frequency: Periodic (based on national surveys like Gabon's 2010 Employment/Unemployment Survey; modeled estimates more frequent). Auth: None (public/free access).[[5]](https://ilostat.ilo.org/data/country-profiles/gab/)

Notes: Dedicated public APIs are uncommon for these national/regional sources (portals emphasize downloads/queries instead). BEAC and AfDB cover CEMAC/SSA broadly with Gabon disaggregation. News RSS are reliable for qualitative/monitoring context but not structured data. Verify latest availability directly, as portals evolve. No prominent free/paid NGO/think-tank APIs specific to Gabon crisis/poverty tracking were identified beyond general sources like your existing list.

**No Sanaa metro-specific labor market or unemployment data updates were identified in the last 60 days (roughly April–early June 2026).** All recent figures remain national-level, consistent with the provided baseline of ~32% youth unemployment (15-24) for 2025.[[1]](https://fred.stlouisfed.org/series/SLUEM1524ZSYEM)[[2]](https://www.statista.com/statistics/813178/youth-unemployment-rate-in-yemen/?srsltid=AfmBOorAWmtE8d3oKyIZIJ85RulcxbAlFsHQd5bckc5UN0yux-gvAw5f)

Examples of national reporting:
- World Bank/ILO-linked estimates continue to place overall unemployment around 17% and youth rates above 25–32%, with worsening trends tied to conflict-driven economic contraction, halted projects, and shrinking opportunities (particularly for youth).[[3]](https://english.aawsat.com/arab-world/5269114-yemen%E2%80%99s-workers-face-harsh-unemployment-and-unrelenting-hardship)
- A January 2026 Yemen Socio-Economic Update (ReliefWeb) highlights rising poverty/unemployment and calls for youth employment/vocational programs but provides no subnational (Sanaa) breakdowns.[[4]](https://reliefweb.int/report/yemen/yemen-socio-economic-update-issue-88-january-2026-enar)
- Other analyses (e.g., FYCCI or Statista) reference 2023–2025 national youth unemployment in the 32–32.6% range without Sanaa-specific statistics.[[5]](https://fycci-ye.org/upload/1750492090.pdf)[[2]](https://www.statista.com/statistics/813178/youth-unemployment-rate-in-yemen/?srsltid=AfmBOorAWmtE8d3oKyIZIJ85RulcxbAlFsHQd5bckc5UN0yux-gvAw5f)

**No major political, security, or economic events directly affecting young men (18-35) in Sanaa metro were reported in the last 60 days.** Searches for protests, militia activity (e.g., Houthis/Ansar Allah/SBA in the capital), crackdowns, mass layoffs, or localized shocks yielded results focused on southern Yemen (Aden, Hadramaut, Shabwah, etc.) or broader national/regional dynamics.[[6]](https://www.securitycouncilreport.org/monthly-forecast/2026-04/yemen-88.php)[[7]](https://fews.net/middle-east-and-europe/yemen/food-security-outlook-update/april-2026)

- Regional escalation (e.g., post-February 2026 Gulf tensions linked to US/Israel-Iran developments) has raised nationwide concerns about fuel/food price spikes, import disruptions, and economic fallout, which could indirectly pressure youth employment and livelihoods in Houthi-controlled areas including Sanaa. UN Special Envoy Hans Grundberg noted on April 14, 2026, that Yemenis are “hanging by a thread” with limited capacity to absorb shocks, but this is framed nationally rather than Sanaa-specific.[[8]](https://media.un.org/unifeed/en/asset/d355/d3555747)[[9]](https://news.un.org/en/story/2026/04/1167300)
- No mass layoffs, localized protests, or militia escalations in Sanaa metro were documented in the period.

**No NGO or think-tank reports specifically on Sanaa’s youth situation published in 2025 or 2026 were identified.** Broader national reports exist (e.g., BTI 2026 Yemen Country Report discusses social exclusion, poverty, and youth pressures but is not Sanaa-focused or newly released in the last 60 days).[[10]](https://bti-project.org/en/reports/country-report/YEM) Sana’a Center for Strategic Studies publishes quarterly Yemen Reviews (e.g., Jan–Mar 2026 editions on politics/economy) and other analyses, but none target youth instability in Sanaa metro.[[11]](https://sanaacenter.org/publications)

**Internet/mobile infrastructure changes in Sanaa:** One shutdown is recorded for Amanat Alasimah (Sanaa governorate/city) in 2026 per the Yemen Internet Shutdowns tracker, contributing to the year’s total of 1 for that area (alongside others nationally).[[12]](https://www.shutdowns.yodet.org/)[[12]](https://www.shutdowns.yodet.org/) Exact dates, duration, or causes for the Sanaa instance are not detailed in available sources; April 2026 saw 2 national shutdowns and May 1. Older or unrelated outages (e.g., 2025 cyberattacks or pre-2026 events) do not qualify as recent. No major new rollouts or widespread outages specific to Sanaa in the last 60 days were found.

**Overall assessment:** No developments identified that would significantly shift the instability picture from the national baseline for the Sanaa metro area specifically. Economic pressures from regional conflict remain a background risk factor for youth employment and stability nationwide, including in Sanaa, but without localized triggers or data in the reporting window. Continued monitoring of Houthi-controlled areas and subnational economic indicators is recommended, as granular Sanaa data remains scarce.

**Here is a curated list of real, accessible Sanaa-specific (or sub-national Yemen) data sources matching your criteria, based on public web sources. Most lack public APIs and rely on downloads/reports (common in Yemen due to conflict constraints); granularity is often governorate/district level (Amanat al-Asimah for Sanaa city, which is administratively separate from Sanaa Governorate).**[[1]](https://ghdx.healthdata.org/organizations/central-statistical-organization-yemen)[[2]](https://en.wikipedia.org/wiki/Sanaa)

- **Central Statistical Organization (CSO) Yemen – Labor Force/Indicators Portal**: https://cso-ye.org/en/ (or legacy http://www.cso-yemen.org/); No public API (reports/PDF downloads + some interactive maps); Irregular (annual Statistical Yearbook + monthly/periodic indicators); None (public downloads); Governorate level (includes Amanat al-Asimah/Sanaa city; e.g., Labor Force Survey 2013-14 and later MICS/multidimensional poverty reports disaggregated by governorate).[[3]](https://cso-ye.org/en/)[[4]](https://www.ilo.org/publications/yemen-labour-force-survey-2013-2014)

- **UN-Habitat Yemen Urban Data Portal / City Profiles**: https://yemenportal.unhabitat.org/ (Sana’a City Profile + urban indicators); No API (PDF profiles, indicator dashboards, remote sensing layers on request); Periodic/static (profiles ~2020, indicators from secondary/remote data); None (public access); City/neighborhood level for Sana’a (one of 7 profiled Yemeni cities; covers urban poverty, services, IDPs, infrastructure).[[5]](https://unhabitat.org/sites/default/files/2020/11/sanaa_city_profile.pdf)

- **Sana’a Center for Strategic Studies**: https://sanaacenter.org/ (reports, policy briefs, data on crisis/humanitarian issues); No API (PDF reports/downloads); Irregular (ongoing publications); None (public); Sub-national/Sanaa-focused (crisis monitoring, economy, youth, governance, humanitarian data with Sanaa references).[[6]](https://sanaacenter.org/reports/humanitarian-aid/15353)

- **ACLED Yemen (sub-national filtering)**: https://acleddata.com/ (Yemen dataset + methodology); Yes (API/platform access for events); Frequent (near real-time/daily updates); Free with registration (academic/public tiers); Event-level geo (filter by location names like Sanaa districts or admin codes; use COD-AB boundaries for Amanat al-Asimah/Sanaa city vs. Sanaa Governorate).[[7]](https://acleddata.com/methodology/yemen-conflict)

- **Yemen COD-AB Administrative Boundaries (HDX)**: https://data.humdata.org/dataset/cod-ab-yem; No API (shapefile/GeoJSON/XLSX downloads); Static (periodic updates); None (public); Admin 1 (22 governorates incl. Amanat al-Asimah for Sanaa city) + Admin 2 (districts, ~335 total; enables precise Sanaa filtering).[[8]](https://data.humdata.org/dataset/cod-ab-yem)

- **Saba Yemen News Agency (SABA) RSS Feeds**: https://www.saba.ye/en/showrss (or category-specific like /rsscatfeed14.htm for local); Partial (RSS feeds, no full REST API); Frequent (daily/multiple updates); None (public RSS); National with strong Sanaa coverage (official agency based in Sanaa; local/political/economic news).[[9]](https://www.saba.ye/en)

- **Yemen Local Governance Portal (Capital City of Sana’a section)**: https://yemenlg.org/governorates/capital-sanaa/; No API (maps, data tables, resources); Static/periodic; None (public); District level (9-10 districts in Sanaa capital city: e.g., Old City, Shu'aub, etc.; covers governance, services, demographics, economy).[[10]](https://yemenlg.org/governorates/capital-sanaa/)

Additional notes: Sanaa Municipality site (capitalsanaa.gov.ye) exists but has limited public machine-readable data. Older ILO Yemen Labour Force Survey (2013-14) offers governorate disaggregation but is dated. UN OCHA/ACAPS humanitarian data portals often include sub-national Sanaa indicators via downloads. Most sources are free/public but may require registration for bulk access; real-time or high-frequency city-level data is scarce due to the conflict context. Verify current status directly as availability can change.

**No major new official data releases or significant shifts in youth unemployment figures for Yemen (Rep.) in the last ~60 days (roughly early April to early June 2026).** Modeled ILO/World Bank estimates remain consistent with the baseline of ~32% youth unemployment (15-24, national; male-specific baseline cited at 32.0% for 2025).[[1]](https://fred.stlouisfed.org/series/SLUEM1524ZSYEM)[[2]](https://english.aawsat.com/arab-world/5269114-yemen%E2%80%99s-workers-face-harsh-unemployment-and-unrelenting-hardship)

- FRED/World Bank data (updated Feb 2026, reflecting 2025 figures): Youth unemployment (15-24, modeled ILO estimate) at 32.598% for 2025 (up slightly from 32.172% in 2024). No 2026 national estimates released.[[1]](https://fred.stlouisfed.org/series/SLUEM1524ZSYEM)
- May 3, 2026 reporting (Asharq Al-Awsat): World Bank notes ~1 in 6 working-age individuals unemployed nationally; youth unemployment described as “bleaker” than the regional Arab average (>25% per ILO estimates), with conflict and economic contraction cited as drivers. No Yemen-specific updated percentage provided.[[2]](https://english.aawsat.com/arab-world/5269114-yemen%E2%80%99s-workers-face-harsh-unemployment-and-unrelenting-hardship)
- April 30, 2026 ReliefWeb/Yemen Socio-Economic Update (Issue 88): Discusses rising unemployment/poverty from economic contraction over the past decade and calls for youth employment/vocational programs, but cites no new statistical releases.[[3]](https://reliefweb.int/report/yemen/yemen-socio-economic-update-issue-88-january-2026-enar)

Global ILO Trends 2026 (Jan 2026) notes high youth unemployment pressures in low-income contexts but provides no Yemen-specific updates.[[4]](https://news.un.org/en/story/2026/01/1166751)

**Political/security/economic events (last 60 days) affecting young men (18-35):** Limited new escalations directly tied to youth/militia dynamics, but ongoing humanitarian and economic pressures continue to heighten risks. A notable positive development was the May 14, 2026 UN-brokered agreement for the release of over 1,600 conflict-related detainees—the largest such exchange since the conflict began—which could reduce pressures on detained or militia-involved youth.[[5]](https://www.securitycouncilreport.org/monthly-forecast/2026-06/yemen-89.php)[[6]](https://news.un.org/en/focus-topic/focus-yemen)

- Humanitarian/economic strain: Multiple April–May 2026 reports highlight deterioration, with ~18.3 million facing acute food insecurity (IPC analysis) and severe funding shortfalls for the 2026 HNRP ($2.16 billion requested, only 14% covered as of mid-May). This exacerbates economic shocks and potential recruitment or instability drivers for young men amid high youth joblessness.[[5]](https://www.securitycouncilreport.org/monthly-forecast/2026-06/yemen-89.php)[[7]](https://reliefweb.int/report/yemen/yemen-humanitarian-update-april-2026)[[7]](https://reliefweb.int/report/yemen/yemen-humanitarian-update-april-2026)
- Southern tensions (STC/government clashes): Primarily referenced in early 2026 (Feb protests/clashes in Aden/Shabwah); residual volatility noted into spring but no major new incidents flagged in the window.[[8]](https://www.securitycouncilreport.org/monthly-forecast/2026-04/yemen-88.php)
- Regional/Houthi context: Ceasefire-related developments (post-April 7 Iran-related announcement) and economic vulnerabilities (imports, fuel/food prices) noted, but no direct youth-specific impacts detailed.[[5]](https://www.securitycouncilreport.org/monthly-forecast/2026-06/yemen-89.php)

No reports of new coup attempts, large-scale protests, or militia recruitment drives specifically in the last 60 days.

**Notable NGO/academic reports on youth (published 2025):** Several 2025 reports address youth needs, education, and NGO sustainability amid conflict, though none appear to be brand-new releases in the last 60 days.

- Sana’a Center qualitative study (focus groups/interviews with youth researchers/activists): Examines war’s impact on youth priorities (e.g., shifting toward basic needs/security vs. pre-war aspirations).[[9]](https://sanaacenter.org/publications/policy-research/16177)
- BTI 2026 Yemen Country Report: Notes challenges for a “young generation socialized by war, violence and militant ideologies,” with militias controlling significant population areas.[[10]](https://bti-project.org/en/reports/country-report/YEM)[[10]](https://bti-project.org/en/reports/country-report/YEM)
- May 2025 study on NGO sustainability in Yemen (Sana’a University/ResearchGate): Mixed-methods assessment (surveys/interviews Oct 2024–Mar 2025) of L/NNGO financial/strategic challenges.[[11]](https://www.researchgate.net/publication/392309029_Sustainability_of_NGOs_in_Yemen)
- Yemen Education Sector Plan 2024-2030 and related UNICEF/government youth empowerment plan (2025–2030): Highlight demographic youth bulge (high proportion of children/youth) and education access barriers.[[12]](https://educationoutloud.org/wp-content/uploads/2025/12/Yemen-ESP-2024-2030-ENG.pdf)

**Internet/mobile infrastructure:** No major new national rollouts, coverage expansions, or widespread shutdowns specifically documented in the last 60 days. A crowdsourced shutdown tracker lists several 2026 incidents (mostly earlier in the year, e.g., Aden, Amran/Saada, and others in Jan–Apr), with limited or no verified activity flagged for May–early June.[[13]](https://www.shutdowns.yodet.org/)

**Assessment vs. baseline (youth unemployment 32.0% male 2025; instability fuse 92.9/100):** No developments in the last 60 days appear to warrant a significant upward or downward revision. Unemployment metrics remain stable per available modeled data, while persistent humanitarian/economic deterioration could sustain or incrementally increase youth instability risks (e.g., via food insecurity or limited opportunities). The May detainee release represents a modest positive signal for de-escalation and family/youth relief. Sources are primarily World Bank, ILO/FRED, UN/ReliefWeb, and media reporting from April–May 2026.

**Yemen, Rep.-specific or highly relevant non-inference data sources (beyond the listed ones like World Bank, ACLED, etc.):**

- **Central Statistical Organization (CSO) Yemen** — https://cso-ye.org/en/ (official site with Labor Force Indicators, monthly price indicators, foreign trade, household/nutrition data, Statistical Yearbook 2023, and Interactive Portal for maps/indicators). No API; machine-readable downloads/PDFs and tables available. Updates: annual yearbooks + periodic indicators (e.g., monthly prices). Auth: none (public).[[1]](https://cso-ye.org/en/)

- **Central Bank of Yemen (CBY)** — https://www.english.cby-ye.com/ (English site with annual reports containing economic/monetary/financial indicators, balance of payments, CPI, GDP-related data). No API; PDF reports with statistical tables. Updates: annual. Auth: none (public).[[2]](https://www.english.cby-ye.com/files/66e7e260be038.pdf)

- **Arab Development Portal (ESCWA/UN)** — https://data.unescwa.org/ (country dashboards for Yemen with economic indicators, labor/employment, macro data, SDGs; searchable catalog with MENA/Arab country breakdowns). API: yes (powerful query support noted in data catalogs). Updates: ongoing/as new official data released. Auth: none/free (public portal).[[3]](https://data.unescwa.org/)

- **Yemen RSS/news aggregation feeds** (e.g., via Feedspot or direct outlets) — Examples include curated Yemen RSS lists at https://rss.feedspot.com/yemen_rss_feeds/ (covers local/regional reliable sources). No dedicated public API for most; use general news APIs like NewsData.io or World News API (Yemen-specific endpoints). Updates: real-time/daily. Auth: none for RSS; free tier/paid for APIs.[[4]](https://rss.feedspot.com/yemen_rss_feeds/)

- **Sana’a Center for Strategic Studies / similar think tanks** (e.g., via ReliefWeb or direct publications) — Reports on crisis monitoring, economic impacts, and youth-related indicators (often with downloadable datasets or tables). No dedicated public API; PDF/Excel downloads. Updates: periodic (reports). Auth: none (public). (Note: Complements but does not duplicate ACLED.)

These focus on direct or downloadable access suitable for integration (e.g., via scraping structured tables or PDFs where no API exists). Yemen’s data ecosystem is fragmented due to conflict, with many sources relying on PDFs or periodic releases rather than real-time APIs. ESCWA stands out for structured regional coverage with API potential. Always verify current availability, as sites can change.

**No new government, ILO, or World Bank data releases on Somalia’s youth (15-24) or male unemployment were identified in the last 60 days (since ~early April 2026).** Baseline figures remain the most recent: modeled ILO/World Bank estimates show youth unemployment (total, 15-24) at approximately 34.2% for 2025, with male-specific modeled estimates around 32.1% for 2024.[[1]](https://fred.stlouisfed.org/series/SLUEM1524ZSSOM)[[2]](https://tradingeconomics.com/somalia/unemployment-youth-male-percent-of-male-labor-force-ages-15-24-modeled-ilo-estimate-wb-data.html) A World Bank-supported BOOST-You project (approved late 2025) targets youth employment (aiming for 28,000 jobs by 2029, including for women) via cash transfers and skills support, but no updated outcome data or new national statistics have emerged.[[3]](https://www.worldbank.org/en/news/press-release/2025/10/28/over-738000-somalis-to-benefit-from-world-bank-supported-initiative-for-jobs-social-protection-and-climate-resilience)

**Significant events in the last 60 days affecting young men (18-35) include economic shocks, protests, and security force unrest:**

- **Currency crisis (April–May 2026)**: Businesses and traders in Mogadishu largely stopped accepting old, worn, or torn Somali shilling notes (in circulation without new issuance for decades), citing condition and counterfeiting issues. This began intensifying in the prior month and led to a protest by dozens of exchange traders on 4 May 2026 in Mogadishu, with chants highlighting the lack of a functional national currency. The federal government responded by declaring rejection of the shilling a crime and ordering continued acceptance. The crisis disproportionately hits the poorest (reliant on cash/mobile money exchanges for remittances and daily transactions) and exacerbates economic desperation amid heavy dollarization.[[4]](https://www.theguardian.com/world/2026/may/11/poorest-somalis-hit-hardest-currency-shillings-mobile-money)[[4]](https://www.theguardian.com/world/2026/may/11/poorest-somalis-hit-hardest-currency-shillings-mobile-money)

- **Protests over evictions/demolitions (May 2026)**: Opposition-organized demonstrations in Mogadishu on or around 10–11 May 2026 protested government-led forced evictions and home demolitions. Security forces dispersed crowds, with reports of at least one death from shooting. Protests caused disruptions, including alleged interference with mobile payment systems (e.g., EVC).[[5]](https://www.instagram.com/reel/DYLvDDZgeJG/)[[6]](https://www.somaliguardian.com/news/somalia-news/somalia-mogadishu-mass-protests-forced-evictions-demolitions/)[[5]](https://www.instagram.com/reel/DYLvDDZgeJG/)

- **Security forces unrest (recent, building on April 2026 incidents)**: Members of the Custodial Corps (Mogadishu Central Prison) blocked roads in protest over months-to-over-a-year of unpaid salaries, causing major traffic disruption. This fits a pattern including Galmudug Guards unrest in April 2026 and other units citing wage delays. Such grievances among security personnel (a key employment avenue for young men) signal broader instability.[[7]](https://www.instagram.com/reel/DYAv75JMl6F/?hl=en)[[7]](https://www.instagram.com/reel/DYAv75JMl6F/?hl=en)

- **Humanitarian/economic pressures (May 2026 reports)**: The hunger crisis has significantly worsened due to failed rainy seasons/drought, conflict, declining aid, and rising global prices (linked to Middle East tensions). Over 6.5 million people face acute food insecurity in some assessments; this compounds youth economic marginalization.[[8]](https://www.pbs.org/video/somalia-in-crisis-1778184918/)[[9]](https://www.reuters.com/video/watch/idRW875207052026RP1/)

**Notable NGO/academic reports on youth from 2025 (published or covering the period, with limited brand-new releases in the exact window):** UNDP’s January 2025 report on sustainable employment opportunities emphasizes youth entrepreneurship and skills gaps; the Somalia National Youth Policy (updated context for 2023–2030); UNICEF Somalia Annual Report 2025 (published ~Feb 2026); and Mastercard Foundation’s Africa Youth Employment Outlook 2026 (Feb 2026, covering Somalia). Earlier 2025 analyses (e.g., Clingendael November 2025) highlight ongoing youth vulnerabilities amid federal fragility.[[10]](https://www.undp.org/sites/g/files/zskgke326/files/2026-01/erid_report_1_2025.pdf)[[11]](https://mastercardfdn.org/en/our-research/africa-youth-employment-outlook-2026/)

**Internet/mobile infrastructure:** No shutdowns, major rollouts, or coverage changes reported in Somalia during the last 60 days. End-2025 penetration stood at ~27.6% internet usage and 58.1% mobile connections (many voice/SMS-only). Somaliland election-related monitoring noted historical risks but no confirmed recent national actions.[[12]](https://datareportal.com/reports/digital-2026-somalia)

**Assessment relative to baseline (youth male unemployment 32.4% in 2025; instability fuse 93.5/100):** The May 2026 currency crisis, protests (with lethal force), and security sector wage unrest represent acute economic and political shocks likely to heighten desperation, protest participation, or militia recruitment risks among young men. These align with and could intensify the already very high instability score, though no direct unemployment metric update shifts the 32.4% baseline. Ongoing Al-Shabaab activity and federal-regional tensions provide further context but predate the 60-day window. Sources primarily from Guardian, Al Jazeera, Instagram/verified reels (May 2026), and institutional reports.

**- Somali National Bureau of Statistics (SNBS) / Somalia Data Portal & SDG portals**  
  Name/URL: Somali National Bureau of Statistics (https://nbs.gov.so/; linked portals include https://somalia.opendataforafrica.org/ and https://somaliasdg.nbs.gov.so)  
  API: No (primarily visualizations, downloads, and open data portals with CSV/Excel exports)  
  Update frequency: Periodic (e.g., CPI releases, GDP annual, labor/unemployment indicators from surveys like LFS)  
  Auth required: None (free public access; terms of use apply for reuse)[[1]](https://nbs.gov.so/)[[2]](https://nbs.gov.so/terms-of-use-for-open-data-portals-and-datasets/)

**- Central Bank of Somalia (CBS)**  
  Name/URL: Central Bank of Somalia (https://centralbank.gov.so/; publications include Quarterly Economic Reviews, Annual Reports, and Statistical Bulletins)  
  API: No (PDF downloads of economic indicators, some compiled from SNBS)  
  Update frequency: Quarterly (reviews) and annual (reports/bulletins)  
  Auth required: None (free public downloads)[[3]](https://centralbank.gov.so/wp-content/uploads/2024/12/Statistical-Bulletin_June-2024.pdf)[[4]](https://centralbank.gov.so/)

**- African Development Bank (AfDB) Statistical Data Portal (Open Data for Africa / country portals)**  
  Name/URL: AfDB Statistical Data Portal (https://dataportal.opendataforafrica.org/; Somalia-specific: https://somalia.opendataforafrica.org/)  
  API: Partial (data exports in multiple formats; portal supports queries and downloads for socio-economic indicators including labor/economic data with country breakdowns)  
  Update frequency: Regular updates to time-series databases (1960s onward for many indicators)  
  Auth required: None (free public access)[[5]](https://www.afdb.org/en/knowledge/statistics)[[6]](https://www.re3data.org/repository/r3d100011929)

**- Somali news RSS feeds (e.g., Shabelle Media Network, Somali National News Agency, Puntland Post)**  
  Name/URL: Various (curated lists at https://rss.feedspot.com/somalia_rss_feeds/; direct examples include agency sites with /rss or /feed endpoints)  
  API: No (RSS feeds available; some outlets may offer additional web APIs via aggregators)  
  Update frequency: Real-time to daily (news coverage of local events, economy, instability)  
  Auth required: None (standard RSS subscription)[[7]](https://rss.feedspot.com/somalia_rss_feeds/)

**- Additional regional/international complements with Somalia breakdowns (for context)**:  
  - AfDB and similar portals already noted above. ESCWA is primarily Western Asia-focused and less relevant for Somalia. No dedicated Somalia-specific central bank/finance ministry API found beyond CBS publications.[[8]](https://dataportal.opendataforafrica.org/nbyenxf/afdb-socio-economic-database-1960-2020)

These sources emphasize direct or official data portals/downloads rather than inferred or modeled datasets. National sources like SNBS/CBS are limited in API maturity compared to World Bank/ACLED but provide primary indicators (unemployment, GDP, labor) via downloads. Check sites directly for latest export options, as infrastructure is developing.

**No major new data releases or events in the last ~60 days (roughly April–May 2026) significantly alter the baseline youth unemployment (15-24 male, national: 41.6% in 2025) or the maximum instability fuse score (100/100) for Congo, Rep. (COG/Congo-Brazzaville).** Youth unemployment remains structurally high and consistent with modeled estimates.[[1]](https://fred.stlouisfed.org/series/SLUEM1524ZSCOG)[[2]](https://bti-project.org/fileadmin/api/content/en/downloads/reports/country_report_2026_COG.pdf)

### 1. Youth/Male Unemployment Data Releases (Government, ILO, World Bank)
No new official government, ILO, or World Bank releases on youth (15-24) or male unemployment appeared in searches for April–May 2026. Latest available modeled ILO/World Bank estimates (accessed/released around early 2026) show:
- Youth unemployment (15-24 total, modeled ILO estimate): ~40.5% for 2025 (FRED/World Bank data).[[1]](https://fred.stlouisfed.org/series/SLUEM1524ZSCOG)
- Broader youth unemployment cited at ~42% in the BTI 2026 report (covering period through early 2025, with youth unemployment rising amid overall unemployment ~19.9–20.1%).[[2]](https://bti-project.org/fileadmin/api/content/en/downloads/reports/country_report_2026_COG.pdf)
- Earlier 2024 figure: 39.99%.[[3]](https://tradingeconomics.com/republic-of-the-congo/unemployment-youth-total-percent-of-total-labor-force-ages-15-24-wb-data.html)

These align closely with the 41.6% baseline (male-specific) and show no material change. A March 2026 Al Jazeera feature reiterated high youth unemployment in the oil-dependent economy, with the informal sector absorbing most new labor market entrants.[[4]](https://www.aljazeera.com/features/2026/3/13/poor-in-an-oil-rich-country-republic-of-congos-youth-hope-for-change)

### 2. Political, Security, or Economic Events Affecting Young Men (18-35)
The March 15, 2026, presidential election (Sassou Nguesso re-elected for a fifth term with a reported 94.9% of the vote and 84.65% turnout; results validated March 28) featured opposition boycotts and deep youth disaffection.[[5]](https://www.inafran.ru/en/node/1749)[[6]](https://theconversation.com/congo-brazzaville-election-boycotts-blackouts-and-growing-dissent-but-denis-sassou-nguesso-held-on-to-power-279539) April 2026 analyses described growing dissent, with youth viewing voting as pointless amid chronic unemployment and limited prospects.[[6]](https://theconversation.com/congo-brazzaville-election-boycotts-blackouts-and-growing-dissent-but-denis-sassou-nguesso-held-on-to-power-279539)

No reports of protests, coup attempts, militia recruitment drives, or currency/economic shocks specifically tied to young men in COG during the period. Broader BTI 2026 analysis highlights persistent risks from rising youth unemployment and poverty but no acute flare-ups.[[2]](https://bti-project.org/fileadmin/api/content/en/downloads/reports/country_report_2026_COG.pdf)

### 3. NGO or Academic Reports on Youth Situation (2025 Publications)
- **BTI 2026 Congo, Rep. report** (Bertelsmann Stiftung Transformation Index, covering Feb 2023–Jan 2025): Notes rising youth unemployment (~42%), deepening poverty (46.8% affected), limited social mobility, and oil dependence as threats to stability. Available via bti-project.org.[[2]](https://bti-project.org/fileadmin/api/content/en/downloads/reports/country_report_2026_COG.pdf)
- **UNESCO “Assessing Internet Development Republic of Congo”** (published April 23, 2026, using ROAM-X indicators): Focuses on internet access/universality rather than broader youth instability.[[7]](https://www.unesco.org/en/articles/assessing-internet-development-republic-congo)
- Afrobarometer 2024 survey (referenced in April 2026 analyses): Young people cite unemployment as a top concern and express low confidence in the political system.[[6]](https://theconversation.com/congo-brazzaville-election-boycotts-blackouts-and-growing-dissent-but-denis-sassou-nguesso-held-on-to-power-279539)

No other prominent 2025 NGO/academic reports surfaced with fresh 2026 data.

### 4. Internet/Mobile Infrastructure Changes
- **Nationwide internet and mobile phone shutdown**: Occurred March 15–17, 2026 (election day and immediate aftermath), with near-total disruption starting early March 15 morning and partial restoration after provisional results. Similar to 2021. Monitored by NetBlocks; described as limiting transparency.[[8]](https://www.telecoms.com/telecoms-law/internet-goes-down-in-congo-in-time-for-the-election)[[9]](https://eusee.hivos.org/alert/nation-wide-internet-and-mobile-phone-network-shutdown-during-the-presidential-elections/)[[10]](https://pulse.internetsociety.org/en/shutdowns/shutdown-in-congo-along-presidential-elections/)
- April 2026 commentary (ISS Africa, published ~April 27–28) links the March blackout to broader Central African patterns and questions its proportionality.[[11]](https://issafrica.org/iss-today/internet-shutdowns-won-t-solve-central-africa-s-political-crises)
- No new rollouts, coverage expansions, or additional shutdowns reported for COG in April–May 2026. A UNESCO assessment on internet development was released April 23.[[7]](https://www.unesco.org/en/articles/assessing-internet-development-republic-congo)

**Overall assessment**: The picture remains stable relative to the baseline. High youth unemployment persists as a structural risk factor (“social time bomb” per analysts), reinforced by post-election youth disillusionment and the recent communications blackout. No acute escalations (e.g., widespread protests or recruitment) were identified in the immediate period. Sources primarily from World Bank/FRED, BTI Project, Al Jazeera, The Conversation, NetBlocks/ISS Africa, and official election reporting. All cited material is from 2026 publications or data releases referencing recent events.

**National statistics bureau (Centre National de la Statistique et des Études Économiques - CNSEE):**  
- Name/URL: Centre National de la Statistique et des Études Économiques (CNSEE); http://www.cnsee.org/ (note: current site appears to be a business/entrepreneurship platform rather than official stats downloads; older references confirm it as the NSO).  
- API: No.  
- Update frequency: Unclear / irregular (limited public data visibility).  
- Auth required: None (but data access appears minimal or absent).[[1]](https://opendatawatch.com/knowledge-partnership/%E2%80%8Bnational-statistical-offices-online/)[[2]](https://edirc.repec.org/data/stagvcg.html)

**Central bank / finance ministry (BEAC for CEMAC region, including Congo Rep.):**  
- Name/URL: Banque des États de l'Afrique Centrale (BEAC); https://www.beac.int/.  
- API: No (primarily reports, statistics, and economic data downloads; some monetary/financial indicators available).  
- Update frequency: Periodic (annual reports, economic bulletins; specific youth/employment data limited).  
- Auth required: None.[[3]](https://www.beac.int/en/)

**Regional databases (African Development Bank - AfDB / Africa Information Highway):**  
- Name/URL: Republic of Congo Open Data Portal (part of AfDB Africa Information Highway); https://rcongo.opendataforafrica.org/.  
- API: Partial / unknown (primarily open data platform with indicators, downloads, and visualizations; supports country breakdowns for Sub-Saharan Africa including economic, social, and labor-related stats).  
- Update frequency: Varies by indicator (often annual or as updated by national sources).  
- Auth required: None (open access).[[4]](https://dataportals.org/portal/rcongo_opendataforafrica/)[[5]](https://www.afdb.org/en/knowledge/statistics/africa-information-highway-aih)

**Local/regional news RSS feeds or APIs:**  
- Name/URL: Global Voices (Republic of Congo section/feed); https://globalvoices.org/-/world/sub-saharan-africa/republic-of-congo/.  
- API: No (RSS feeds available).  
- Update frequency: As published (irregular but reliable coverage of regional issues).  
- Auth required: None.[[6]](https://globalvoices.org/feeds/)

**NGO/think tank data APIs (limited Congo Rep.-specific public APIs identified beyond existing sources):**  
- No strong additional public APIs found specifically for crisis monitoring or poverty tracking in Congo Rep. (many regional efforts route through AfDB, World Bank, or ACLED already in use; check AfDB portal above for supplementary indicators).[[7]](https://data.humdata.org/organization/afdb)

**Notes:** Searches primarily surfaced DRC (DR Congo) sources rather than Republic of Congo (Brazzaville/Congo Rep.). Official national stats portals appear limited or outdated in public accessibility. The AfDB open data portal is the strongest additional structured source for country-specific breakdowns. Always verify current data availability and licensing directly on sites, as APIs/downloads can change. No paid APIs were prominently identified in these categories.

**No new official data releases from the Libyan government, ILO, or World Bank on youth (15-24) or male unemployment in the last ~60 days (roughly April–early June 2026).**[[1]](https://data.worldbank.org/indicator/SL.UEM.1524.ZS?locations=LY)[[2]](https://tradingeconomics.com/libya/unemployment-youth-total-percent-of-total-labor-force-ages-15-24-modeled-ilo-estimate-wb-data.html)

Modeled ILO/World Bank estimates for total youth unemployment (15-24) remain in the ~49.5–50.1% range for 2024–2025 (e.g., 49.52% in 2024 per World Bank modeled estimates; 50.06% cited for 2025 in some aggregators).[[3]](https://www.macrotrends.net/global-metrics/countries/lby/libya/youth-unemployment-rate)[[4]](https://www.statista.com/statistics/812198/youth-unemployment-rate-in-libya/?srsltid=AfmBOooBe3mcJlrMdWI2yD9rcRMYRNO0kZaDBmcsXT-xEDNeAe9rIkYv) The provided baseline (41.9% for males 15-24 nationally in 2025) is not contradicted by recent sources and appears consistent with available national or disaggregated figures. An April 18, 2026, report notes ongoing pressure from rising unemployment, declining purchasing power, and limited prospects for graduates and job seekers.[[5]](https://libyareview.com/64867/no-jobs-few-options-libyas-youth-face-economic-squeeze/)

**Northern Africa regional youth unemployment stood at 22.8% in 2024 (ILO), with stark gender gaps (young women ~37.9%, young men ~19.5%), but Libya-specific updates are absent.**[[6]](https://www.ilo.org/sites/default/files/2025-01/WESO25_Trends_Report_EN.pdf)

**Significant events affecting young men (18-35) in the period include economic protests and warnings.** On February 24, 2026, protests erupted in Zawiya (western Libya) over fuel shortages, rising prices, declining living standards, and a rising dollar exchange rate against the dinar; they spread with road blockades and quickly incorporated demands for removal of all governing bodies, denouncing corruption and division. Demonstrations continued into early March 2026 (e.g., small gatherings in Zawiya on March 4; ~150 in Zliten). Security forces made arrests (e.g., in Tripoli on/around Feb 27–28), prompting condemnation by Libya’s National Institution for Human Rights.[[7]](https://monitor.civicus.org/explore/protests-held-over-worsening-economic-conditions/)[[7]](https://monitor.civicus.org/explore/protests-held-over-worsening-economic-conditions/)

On February 25, 2026, the same human rights body warned of an “unprecedented surge in inflation,” dinar depreciation, rising poverty/unemployment, and expanded government spending without a unified budget, stating these could undermine social stability.[[8]](https://www.facebook.com/nchr.ly/posts/libyan-rights-body-warns-economic-collapse-could-undermine-social-stabilityfebru/1221714480137199/) These developments directly tie to youth economic grievances amid the baseline high unemployment.

Other notes: In April 2026, Libya’s rival governments agreed on a unified national budget (first since 2013, with US facilitation) and held joint military exercises; a May 2026 ICC hearing addressed a militia commander’s alleged abuses (2014–2020). Ongoing militia influence, political division, and corruption persist as structural issues.[[9]](https://arabcenterdc.org/resource/libya-one-step-forward-two-steps-back/)

**Notable 2025 NGO/academic reports** (some extending into 2026 coverage or activities) include the BTI 2026 Libya Country Report, which highlights persistently high unemployment, brain drain, skills mismatches, militia sway, and governance failures hampering responses to youth issues.[[10]](https://bti-project.org/en/reports/country-report/LBY)[[10]](https://bti-project.org/en/reports/country-report/LBY) The UN in Libya launched a Youth Advisory Team (April 29, 2026, inaugural cycle through March 2027) to advance youth agendas.[[11]](https://reliefweb.int/report/libya/united-nations-libya-launches-youth-advisory-team-advance-youth-agenda) UNDP documented 2025 youth initiatives (e.g., climate ambassadors, conferences). Earlier 2025 reports (e.g., UNICEF, national youth surveys) reiterate high unemployment and limited opportunities but predate the latest protests.[[12]](https://open.unicef.org/download-pdf?country-name=Libya&year=2025)

**Internet/mobile infrastructure:** No shutdowns or major negative coverage changes reported in the last 60 days. Modernization efforts continued from late 2025 (phased shutdown of traditional phone exchanges, starting with ~70, alongside fiber optic upgrades and data center plans). Libya requires an estimated $5 billion for telecom modernization (January 2026 statements). Penetration remains relatively high (~75% internet; mobile >100%), with 4G access for ~84% and minimal 5G. No recent disruptions noted.[[13]](https://africanwirelesscomms.com/libya-telecom-begins-shutdown-of-traditional-phone-exchanges/)[[14]](https://libyaobserver.ly/tech/head-telecommunications-authority-libya-needs-5-billion-modernize-its-telecom-infrastructure)

**Assessment vs. baseline:** No data shifts the 41.9% male youth unemployment figure. However, the February–March 2026 protests and human rights warnings over acute economic pressures (currency, prices, shortages) in western Libya signal heightened risks for young men, potentially amplifying the already maximal instability fuse score (100/100) through greater youth mobilization or militia recruitment incentives amid limited legitimate opportunities. Positive steps like the April budget agreement have not yet translated into visible relief. Monitor for follow-on economic data or escalation.

**Here are relevant non-inference, Libya-specific or MENA/AP-focused data sources identified through searches (beyond the ones already in use).** Details on API availability, frequency, and access are based on official sites and portals; many national sources rely on downloads/PDFs rather than structured APIs due to limited digital infrastructure.[[1]](https://bsc.ly/)[[2]](https://globaledge.msu.edu/global-resources/resource/16676)

- **Bureau of Statistics and Census (BSC Libya / مصلحة الإحصاء والتعداد)**: https://bsc.ly/ — No public API (site displays some indicators and links to PDFs/yearbooks/survey results like MICS, labor force distribution, population estimates, CPI/inflation); irregular/survey-based updates (e.g., periodic censuses/surveys, some monthly CPI mentions); auth none (public site, Arabic-primary with limited English).[[1]](https://bsc.ly/)[[2]](https://globaledge.msu.edu/global-resources/resource/16676)
- **Central Bank of Libya (CBL)**: https://cbl.gov.ly/en/ (Monetary & Banking Statistics, Economic Indicators, GDP sections) — No public data API (DevPortal exists but targets bank/fintech integrations like LYPay, not open stats); regular updates (monthly/quarterly reports, time series like 2004–2025/2026 for monetary base, banking indicators, foreign exchange); auth none (free PDF/Excel downloads).[[3]](https://cbl.gov.ly/en/)[[4]](https://cbl.gov.ly/en/monetary-and-banking/)
- **African Development Bank (AfDB) – Libya Country Page & Open Data for Africa**: https://www.afdb.org/en/countries/north-africa/libya and https://dataportal.opendataforafrica.org/ (Libya datasets) — Partial API (Open Data portal supports queries/downloads; country economic outlooks/reports available); annual/periodic (e.g., Economic Outlook, Country Focus Reports with youth/economic indicators); auth none (public).[[5]](https://www.afdb.org/en/countries/north-africa/libya)[[6]](https://dataportal.opendataforafrica.org/lgevikf/africa-and-global-economic-trends?country=1000290-libya)
- **ESCWA Arab Development Portal (ADP)**: https://data.unescwa.org/ or Libya dashboards (e.g., libya.unescwa.org) — Yes (dataset-level APIs for queries/filters on Arab Official Statistics, energy, connectivity, poverty, etc., with country breakdowns including Libya); varies by dataset (official stats often annual/periodic); auth none (public, some research license).[[7]](https://data.unescwa.org/)[[8]](https://ksa.unescwa.org/Datacatalog/Dataset/un-agencies%2Fhdx%2FDTM%20Libya%20Baseline%20Assessment%20Round%2041_09122022151209)
- **The Libya Observer**: https://libyaobserver.ly/ — No dedicated data API (news site); RSS feeds typically available via standard tools or aggregators; real-time/daily updates on Libya politics, economy, youth issues; auth none (public).[[9]](https://libyaobserver.ly/)
- **Libya News Agency (LANA)**: https://lana-news.ly/ (and variants) — No data API; RSS possible via site/aggregators; frequent official/government-aligned updates; auth none (public).[[10]](https://medialandscapes.org/static/country/libya/organisations/sources.html)

**Notes**: National sources (BSC, CBL) emphasize downloadable reports over APIs. Regional portals (AfDB, ESCWA) offer broader MENA coverage with Libya breakdowns and better machine-readability. News RSS is useful for event monitoring but not structured indicators. No major new NGO/think-tank public data APIs specific to Libya youth/poverty/crisis tracking were identified beyond aggregators like HDX (already potentially overlapping with existing sources). Verify current access/status directly, as sites can change.

**No new government, ILO, or World Bank releases on youth or male unemployment for St. Vincent and the Grenadines (VCT) in the last 60 days (post ~April 2, 2026).** Latest available modeled/national estimates remain aligned with the baseline: youth unemployment (15-24, total) at ~41.9% for 2025, with prior male-specific figures around 42.3%.[[1]](https://fred.stlouisfed.org/series/SLUEM1524ZSVCT)[[2]](https://data.worldbank.org/indicator/SL.UEM.1524.NE.ZS?locations=VC)

The ILO’s May 2026 *Employment and Social Trends 2026* report discusses global youth unemployment trends (global rate 12.4% in 2025, projected slight decline in 2026, with regional notes on Latin America & Caribbean productivity) but provides no VCT-specific updates.[[3]](https://researchrepository.ilo.org/view/pdfCoverPage?instCode=41ILO_INST&filePid=13147301370002676&download=true)

**Significant events affecting young men (18-35):** Economic pressures and security concerns stand out.

- On May 13, 2026, Prime Minister Godwin Friday convened the inaugural National Cost-Of-Living Task Force meeting to address the cost-of-living crisis (high food, fuel, and household prices). The government announced emergency support measures.[[4]](https://www.facebook.com/OPMSVG/posts/may-13th-2026press-releaseprime-minister-hosts-inaugural-meeting-of-the-national/1296800149269089/)[[5]](https://www.instagram.com/reel/DY5ZGnKFV17/)
- PM Friday issued statements addressing recent incidents of violence and public disorder, including direct messages to youth and the nation (reported in mid-May 2026 contexts).[[6]](https://www.facebook.com/Onenewssvg/posts/pm-dr-friday-sends-message-to-youth-nation-after-incidents-of-violence-prime-min/1402088388601516/)[[7]](https://www.instagram.com/reel/DWaJxN8kc7a/)
- Crime data shows elevated homicides in 2026, disproportionately involving young men and linked to gang rivalries and drug trafficking. As of April 14, 2026, SVG recorded 13 homicides (vs. 6 in the same period of 2025). Multiple incidents reported in February–March 2026 (e.g., three violent deaths in three days in late March).[[8]](https://www.thenewtodaygrenada.com/commentary/murders-in-caricom-member-states-so-far-2026/)[[9]](https://www.searchlight.vc/front-page/2026/03/27/three-violent-deaths-three-days/)[[10]](https://www.stvincenttimes.com/urgent-need-for-a-comprehensive-study-of-youth-violence-in-svg/)

These factors (cost-of-living strain + ongoing youth-linked violence) could incrementally heighten instability risks beyond the baseline fuse score of 100/100, though no protests, coups, militia activity, or currency crises were identified.

**NGO or academic reports on youth (2025–2026):** Limited new publications surfaced. A 2025 education country review and a 2026 climate/national report (mentioning youth engagement programs) exist but are not focused on instability or recent data.[[11]](https://summaedu.org/wp-content/uploads/2025/05/Country_review-St.-Vincent-and-the-Grenadines_.pdf)[[12]](https://cdn.climatepolicyradar.org/navigator/VCT/2026/saint-vincent-and-the-grenadines-7th-national-report-nr7-2026_c3da48efbb1c64a703d88125530ea457.pdf) No major 2025–2026 NGO/academic reports directly addressing youth unemployment, violence, or related instability were identified in searches.

**Internet/mobile infrastructure:** No shutdowns or coverage reductions reported. Developments include ongoing digital transformation efforts, selection for the 2026 LAC AI Accelerator, and IPv6 adoption at 10% (2026 figure).[[13]](https://www.facebook.com/Searchlight1/posts/the-government-of-st-vincent-and-the-grenadines-svg-has-taken-another-significan/1632560188869772/)[[14]](https://www.instagram.com/p/DYCycYrEaSb/)[[15]](https://pulse.internetsociety.org/en/reports/VC) Resilient infrastructure projects (April 2026) focus more on energy/disaster response than broadband.[[16]](https://www.directrelief.org/2026/04/across-the-caribbean-building-a-resilient-future/)

**Overall assessment:** No data shifts the youth unemployment baseline. Economic relief efforts and persistent crime/violence involving young men represent the most relevant recent developments (May 2026 cost-of-living task force; 2026 homicide surge continuing into April). These warrant monitoring for potential instability escalation but do not reflect abrupt changes like mass protests or infrastructure disruptions. Sources are primarily World Bank/FRED/ILO data portals and local news/Facebook/Instagram posts from SVG government and media (e.g., nbcsvg.com, searchlight.vc, onenewsstvincent.com).

**Statistical Office, Government of Saint Vincent and the Grenadines (stats.gov.vc)**  
- URL: https://stats.gov.vc/ (Labour and Time Use section: https://stats.gov.vc/subjects/labour-and-time-use/)  
- API: No (web tables, PDFs, and occasional direct file links).  
- Update frequency: Ad hoc/survey-based (e.g., Labour Force Surveys in 2015, 2017, 2022; reports and indicators released periodically).  
- Auth required: None (public downloads/PDFs).  

**Eastern Caribbean Central Bank (ECCB) Statistics**  
- URL: https://www.eccb-centralbank.org/statistics (country-specific Economic and Financial Reviews and dashboards for SVG).  
- API: No (tables, dashboards, and PDF reports; some data views downloadable as tables).  
- Update frequency: Quarterly/annual (Economic and Financial Reviews); some monthly indicators.  
- Auth required: None (public).  

**OECS Data Dissemination Portal / GeoHUB** (covers OECS members including SVG)  
- URL: https://oecs.itechmission.org/home/ or https://gis.oecs.int/portal (web-based platforms with country-level breakdowns).  
- API: Yes (partial; GeoServices, WMS, WFS APIs; CSV/GeoJSON downloads).  
- Update frequency: Varies by dataset (economic, social, environmental indicators).  
- Auth required: None (public).  

**CEPALSTAT (ECLAC Statistical Data Portal)** (LAC regional coverage with SVG breakdowns)  
- URL: https://statistics.cepal.org/portal/cepalstat/  
- API: Yes (public REST/JSON API; supported by tools like CepalStatR package).  
- Update frequency: Varies by indicator (economic, social, demographic data).  
- Auth required: None (public).  

**Notes**:  
- SVG national stats and ECCB primarily offer manual downloads or views rather than structured APIs; data is often in PDFs or HTML tables but useful for labor/economic indicators.  
- Regional portals (OECS, ECLAC) provide the strongest structured/machine-readable options with country disaggregation.  
- No prominent public APIs found for local news RSS (e.g., Searchlight.vc or TheVincentian.com sites exist but lack confirmed reliable feeds or data APIs) or specific NGO/think-tank data APIs focused on SVG crisis/poverty tracking beyond the above. Global sources like World Bank already cover some overlaps.

**Recent Stats SA data (Q1 2026, released May 12, 2026) shows youth unemployment (15-24) at 60.9%, up from 57% in Q4 2025 and above the 2025 baseline of 56.5% (15-24 male national).** National unemployment stood at 32.7%. For ages 15-34, 4.7 million were unemployed (out of ~21 million in the group), with 5.6 million employed and 10.6 million outside the labor force.[[1]](https://www.statssa.gov.za/?p=19526)[[2]](https://tradingeconomics.com/south-africa/youth-unemployment-rate)[[1]](https://www.statssa.gov.za/?p=19526)

Modeled ILO/World Bank estimates for the full year 2025 were around 59.9%. No new ILO or World Bank releases on male-specific 15-24 rates appeared in the last 60 days (April–May 2026); Stats SA QLFS remains the primary national source.[[3]](https://fred.stlouisfed.org/series/SLUEM1524ZSZAF)

**Xenophobic protests by unemployed youth (April 2026):** Unemployed young people in Johannesburg and other cities (Pretoria, Durban, Mthatha) protested foreign nationals allegedly taking jobs, with reports of peaceful marches but business closures and some xenophobic incidents/looting of migrant-owned shops. These tensions directly involve young men (18-35) amid high joblessness and continued into early May.[[4]](https://www.ewn.co.za/2026/04/15/some-unemployed-youth-in-joburg-accuse-foreign-nationals-of-taking-job-opportunities)[[5]](https://www.bbc.com/pidgin/articles/cp8pyz680pqo)

**Commemorations and government messaging (May 2026):** On May 14, 2026, the government launched a year-long program marking the 50th anniversary of the 1976 Soweto Youth Uprisings, declaring 2026 the “Year of action” for youth under the theme “RESET@50 – The Future Calls.” These are framed as reflective/honoring events rather than sources of new instability.[[6]](https://www.facebook.com/GovernmentZA/posts/-government-news-government-officially-launched-the-national-programme-commemora/1449379550561174/)[[7]](https://www.sanews.gov.za/south-africa/2026-declared-year-action-south-african-youth)

**Economic pressures (May 2026):** Escalating Middle East conflict drove oil price surges, prompting the Institute of International Finance to cut South Africa’s 2026 GDP growth forecast to 1.3% (from 1.7%). IMF projections were lowered to ~1.0%. This raises risks of higher inflation, fuel costs, and further job losses, disproportionately affecting youth.[[8]](https://africa.businessinsider.com/local/markets/south-africa-growth-outlook-cut-as-middle-east-oil-shock-raises-inflation-risks/yentv3w)[[9]](https://businesstech.co.za/news/finance/857660/recession-warning-for-south-africa-2/)

No reports of coup attempts, militia recruitment, or currency crises in the period.

**NGO/academic reports:** The Mastercard Foundation’s *Africa Youth Employment Outlook 2026* (published February 10, 2026) covers South Africa among other countries but predates the strict 60-day window. A Youth Capital submission to parliament (March 23, 2026) highlighted persistent youth unemployment (>40% for 15-34, expanded definition near 55%). Academic papers published in 2026 (e.g., on spatial inequalities in Gauteng or mental health links) draw on earlier data. No major new 2025-dated NGO reports surfaced in the recent window.[[10]](https://mastercardfdn.org/en/our-research/africa-youth-employment-outlook-2026/)[[10]](https://mastercardfdn.org/en/our-research/africa-youth-employment-outlook-2026/)[[11]](https://pmg.org.za/files/260325_Youth_Capital_DoRB.pdf)

**Internet/mobile infrastructure:** No government-directed nationwide shutdowns or major coverage rollouts/shifts in South Africa during April–May 2026. Isolated DDoS attacks caused brief disruptions to sites and services around May 19–21, 2026. Broader regulatory changes (Electronic Communications Amendment Bill and ICASA data rules) were published earlier (January 2026) with effects deferred to 2027. Internet access remains high (~82%).[[12]](https://www.facebook.com/mycitybfn/posts/reports-have-been-explosive-about-the-fact-that-internet-users-across-south-afri/985750417495936/)[[13]](https://mybroadband.co.za/news/telecoms/642103-big-changes-for-telecoms-networks-in-south-africa.html)

**Assessment vs. baseline:** The Q1 2026 unemployment figure (60.9%) represents a modest worsening from the prior quarter and baseline. Xenophobic job protests introduce localized social tensions among young men that could amplify instability risks, while oil-driven economic downgrades add downside pressure on employment. No other acute triggers (e.g., infrastructure blackouts or security escalations) were identified. Primary sources: Stats SA (statssa.gov.za), Trading Economics, Business Insider Africa, and Eyewitness News reports.

**Here are relevant non-inference, South Africa-specific or Sub-Saharan Africa regional data sources** (beyond the ones already in use) focused on labor/unemployment, youth/economic indicators, and related topics. Information is based on official sites and documentation as of the latest available data.[[1]](https://www.statssa.gov.za/?page_id=3926)[[2]](https://www.resbank.co.za/en/home/what-we-do/statistics/releases/online-statistical-query)

- **Statistics South Africa (Stats SA) – Quarterly Labour Force Survey (QLFS) and related labor data**: https://www.statssa.gov.za/ (publications, interactive tools, and time series downloads at pages like /?page_id=1847 or ISIbalo portal); No dedicated public REST API (web-based interactive querying and bulk downloads); Quarterly (QLFS releases); None (free public downloads in Excel, CSV, ASCII, or zipped formats). Primary source for official unemployment, labor force, and youth employment metrics.[[3]](https://www.statssa.gov.za/?page_id=1847)

- **South African Reserve Bank (SARB) – Economic and financial statistics (including employment, labor costs, and macroeconomic indicators)**: https://www.resbank.co.za/ (statistics section and Online Statistical Query tool); Partial (online query facility for selecting/downloading time series; no official public REST API, though third-party wrappers exist); Monthly/quarterly updates; None (free downloads of datasets, often in spreadsheet or time-series formats). Covers youth-relevant economic indicators alongside Stats SA-sourced labor data.[[2]](https://www.resbank.co.za/en/home/what-we-do/statistics/releases/online-statistical-query)

- **African Development Bank (AfDB) – Africa Information Highway (AIH) / Statistical Data Portal (country breakdowns for South Africa and Sub-Saharan Africa)**: https://dataportal.opendataforafrica.org/ (and South Africa-specific portal at southafrica.opendataforafrica.org); Yes (API explorer/playgrounds available alongside open data access); Varies by dataset (often annual/periodic with some real-time elements); None (open data platform with downloads and programmatic access). Regional coverage with South Africa disaggregations for socio-economic, infrastructure, and development indicators.[[4]](https://www.afdb.org/en/knowledge/statistics/africa-information-highway-aih)

- **SouthAfrica.info (Brand South Africa) – Official country information and news RSS feeds**: https://www.southafrica.info/ (RSS section); No dedicated data API (RSS feeds for news/content); Ongoing/as published; None (free RSS). Reliable for contextual news and updates on South African developments.[[5]](https://www.southafrica.info/home/rss)

- **Various aggregated news APIs (e.g., NewsData.io, World News API, GNews) covering South African sources**: Multiple endpoints (search by country=ZA); Yes (REST APIs for headlines and articles); Real-time/daily; Free tier available (with limits) or paid plans. Useful for monitoring local/regional instability signals via reliable SA media outlets (not primary data but supplementary for context).[[6]](https://worldnewsapi.com/docs/news-sources/south-africa-news-api/)

**Notes**: 
- Stats SA and SARB are the core primary sources for labor/youth employment data and are accessible via downloads or query tools rather than modern APIs. 
- AfDB provides strong regional Sub-Saharan coverage with South Africa specifics. 
- Public APIs for NGOs/think tanks (e.g., Institute for Economic Justice, Economic Policy Research Institute) or dedicated crisis/poverty monitoring are limited or unavailable; most offer reports/PDFs rather than machine-readable APIs. Microdata portals like DataFirst (UCT) exist for QLFS but require registration and have access conditions. Always verify current access/terms directly on the sites, as availability can change.

**No significant shifts from the baseline (youth unemployment 15-24 male national ~76.1% in 2025; national instability fuse score 100.0/100) based on developments in the last ~60 days (roughly April–May 2026).** High structural youth unemployment and labor market challenges persist, with economic resilience noted but no major new data releases, youth-led unrest, security escalations, or infrastructure disruptions that would alter the picture.[[1]](https://reliefweb.int/report/djibouti/djibouti-economy-monitor-labor-market-structure-and-school-work-transition-spring-2026)[[2]](https://www.worldbank.org/en/news/press-release/2026/05/07/djibouti-s-economy-shows-resilience-amid-global-uncertainty)

### 1. Youth Unemployment or Male Unemployment Data Releases (ILO/World Bank/Government)
- No new national estimates or updates specifically for male youth (15-24) unemployment beyond the existing 2025 modeled figures (~76%). The FRED/World Bank series shows total youth (15-24) unemployment at 76.766% for 2025 (modeled ILO estimate; last updated Feb 2026).[[3]](https://fred.stlouisfed.org/series/SLUEM1524ZSDJI)
- The **World Bank Djibouti Economic Monitor: Labor Market Structure and the School-to-Work Transition (Spring 2026 edition)**, released May 7, 2026, draws on Djibouti’s first nationally representative Labor Force Survey. It confirms persistently high unemployment “particularly high among young people and women,” with **nearly 46% of youth aged 16-24 classified as NEET** (Not in Education, Employment, or Training). Informal employment is widespread. Macro growth was 6.5% in 2025 (down from 7.0% in 2024), but labor market outcomes remain a key constraint.[[1]](https://reliefweb.int/report/djibouti/djibouti-economy-monitor-labor-market-structure-and-school-work-transition-spring-2026)[[2]](https://www.worldbank.org/en/news/press-release/2026/05/07/djibouti-s-economy-shows-resilience-amid-global-uncertainty)
- Broader ILO global trends (Employment and Social Trends 2026) note youth unemployment challenges in low-income contexts but provide no Djibouti-specific revisions.[[4]](https://researchrepository.ilo.org/view/pdfCoverPage?instCode=41ILO_INST&filePid=13147301370002676&download=true)
- These align with, rather than shift, the baseline. The report emphasizes translating growth into opportunities for youth/women as a priority.[[2]](https://www.worldbank.org/en/news/press-release/2026/05/07/djibouti-s-economy-shows-resilience-amid-global-uncertainty)

### 2. Political, Security, or Economic Events Affecting Young Men (18-35)
- **April 10, 2026 presidential election**: Incumbent Ismail Omar Guelleh (in power since 1999) won a sixth term with ~97.8% of the vote (official preliminary results; final confirmation ~97% range) against a single minor challenger (Mohamed Farah Samatar, ~2-3%). Turnout ~80%. Main opposition boycotted; the process was uncontested and described as masking underlying instability, but no major youth protests, violence, or disruptions were reported in April–May 2026.[[5]](https://www.reuters.com/world/africa/djibouti-president-wins-election-with-978-vote-state-media-says-2026-04-11/)[[6]](https://en.wikipedia.org/wiki/2026_Djiboutian_presidential_election)[[7]](https://www.bbc.com/news/articles/cgj0wg423n6o)
- Low-level issues persist (e.g., sporadic FRUD-Armé activity tied to Afar marginalization and past clashes/drone strikes), but no escalation, coup attempts, or militia recruitment surges involving young men in the recent period. Regional factors (Red Sea/Houthi maritime risks) affected port activity/economy but did not trigger domestic shocks.[[8]](https://bti-project.org/en/reports/country-report/DJI)[[9]](https://blog.prif.org/en/2026/04/09/fragile-polls-political-deadlock-and-insurgencies-cloud-elections-in-the-horn-of-africa/)
- US Embassy alerts (e.g., March 1, 2026, on regional tensions) were precautionary and not linked to internal youth instability.[[10]](https://www.facebook.com/usembassy.djibouti/posts/security-alertmarch-1-2026event-in-light-of-heightened-regional-tensions-and-pub/1328098469353363/)
- No currency crises or acute economic shocks reported for young men.

### 3. Notable NGO/Academic Reports on Youth Situation (Published 2025 or Recent)
- The **World Bank Spring 2026 Economic Monitor** (May 7, 2026 release) is the most directly relevant recent analysis, highlighting labor force survey data on youth NEET rates, informality, and school-to-work transitions.[[1]](https://reliefweb.int/report/djibouti/djibouti-economy-monitor-labor-market-structure-and-school-work-transition-spring-2026)[[2]](https://www.worldbank.org/en/news/press-release/2026/05/07/djibouti-s-economy-shows-resilience-amid-global-uncertainty)
- UNDP Djibouti Annual Report 2025 notes youth programming (e.g., internships/skills support reaching dozens of young people, including those with disabilities), but this reflects ongoing efforts rather than new crisis indicators.[[11]](https://www.undp.org/sites/g/files/zskgke326/files/2026-04/undp_djibouti_annual_report2025.pdf)
- Mastercard Foundation *Africa Youth Employment Outlook 2026* (Feb 10, 2026) includes Djibouti in regional analysis of labor market imbalances but predates the 60-day window.[[12]](https://mastercardfdn.org/en/our-research/africa-youth-employment-outlook-2026/)
- An academic conjoint analysis on youth employment preferences in Djibouti was published earlier in 2025.[[13]](https://journals.sagepub.com/doi/10.1177/21582440251324749)
- No major new 2025 NGO reports flagged as altering the instability baseline.

### 4. Internet/Mobile Infrastructure Changes
- No reported internet or mobile shutdowns in Djibouti during 2025–2026 (global tracking by Access Now and others does not list Djibouti among affected countries).[[14]](https://www.accessnow.org/internet-shutdowns-2025/)
- Ongoing/prior expansion efforts continue (e.g., fiber corridor agreement with Ethiopia/Sudan formalized Feb 2026; historical targets for near-100% coverage by 2026–2027; 5G pilots). No coverage rollouts, changes, or disruptions noted in the last 60 days.[[15]](https://www.ecofinagency.com/news-digital/0502-52608-djibouti-ethiopia-and-sudan-telecoms-sign-agreement-for-new-fiber-corridor)[[16]](https://african.business/2025/04/long-reads/digital-technology-is-an-essential-driver-of-our-development)

**Summary flag**: The picture remains stable at the high-instability baseline. Economic resilience (per May 2026 World Bank data) coexists with entrenched youth labor market exclusion. The April 2026 election reinforced political continuity without triggering youth-driven instability. Monitor for post-election follow-through on labor reforms or any FRUD escalation. Sources primarily include World Bank releases, Reuters/BBC election reporting, and related analyses (specific URLs in citations above).

**Here is a compiled list of relevant non-inference data sources for Djibouti, focused on the requested categories (national stats/labor, central bank/finance, regional databases for MENA/AP, news feeds, and NGO/think tank data).** These are drawn from current public web sources and exclude the ones already in use (World Bank, ACLED, Freedom House/OWID, ITU, UN WPP, IEA SDG7, DataReportal). Details on API, frequency, and auth are based on available documentation and typical platform features; many national/regional sources emphasize downloads over full APIs.[[1]](https://instad.dj/)[[2]](https://djibouti.opendataforafrica.org/)

- **INSTAD (Institut National de la Statistique de Djibouti)**: https://instad.dj/ — National statistics bureau site with labor/unemployment and related indicators; no dedicated public API (machine-readable downloads/CSV via linked portals like opendataforafrica), irregular or survey-based updates, auth: none.[[1]](https://instad.dj/)

- **Djibouti Open Data Portal (Open Data for Africa)**: https://djibouti.opendataforafrica.org/ — Aggregates national labor, employment, economic, and demographic datasets (sourced from INSTAD); partial API/downloads available, variable update frequency (often annual or as released), auth: none.[[2]](https://djibouti.opendataforafrica.org/)

- **Banque Centrale de Djibouti (BCD) / Ministry of Economy and Finance indicators**: Limited direct public portal found; data often flows through INSTAD or regional portals (e.g., central bank survey series on opendataforafrica); no independent public API identified, periodic releases, auth: none (where accessible via partners).[[3]](https://djibouti.opendataforafrica.org/sydwxog)

- **African Development Bank (AfDB) Data & Country Pages**: https://www.afdb.org/en/countries/east-africa/djibouti and https://www.afdb.org/en/knowledge/statistics — Economic outlooks, labor-related indicators, and compendiums with country breakdowns (Djibouti included); downloads available (no prominent public API), annual/periodic updates, auth: none.[[4]](https://www.afdb.org/en/countries/east-africa/djibouti)

- **ESCWA Arab Development Portal (data.unescwa.org)**: https://data.unescwa.org/country/dji — Regional database covering MENA (including Djibouti) with labor/employment, economic, SDG, and risk indicators; data downloads and visualizations (limited or no public API), regular/annual updates, auth: none.[[5]](https://data.unescwa.org/country/dji)

- **Asian Development Bank (ADB) Data Library**: https://data.adb.org/ — Covers Afghanistan and Pakistan (relevant to the broader region) with economic and labor indicators; searchable datasets/downloads, variable frequency, auth: none (Pakistan/Afghanistan focus; Djibouti not primary).[[6]](https://data.adb.org/)

- **Global Voices RSS Feeds (Djibouti section)**: https://globalvoices.org/feeds/ (country-specific) — Regional news coverage including Djibouti; RSS feeds available (no dedicated API), ongoing updates, auth: none.[[7]](https://globalvoices.org/feeds/)

- **Humanitarian Data Exchange (HDX) – Djibouti Group**: https://data.humdata.org/group/dji — NGO/think tank and crisis datasets (poverty, food security, displacement, youth vulnerability); CKAN-based API available, frequent updates from multiple organizations, auth: none (free registration optional for some).[[8]](https://data.humdata.org/group/dji)

- **ILOSTAT Country Profile (Djibouti)**: https://ilostat.ilo.org/data/country-profiles/dji/ — Labor market statistics including youth unemployment/NEET (supplements national sources); bulk downloads and API access, annual/periodic updates, auth: none.[[9]](https://ilostat.ilo.org/data/country-profiles/dji/)

**Notes**: Djibouti’s national statistical capacity is limited, so many indicators rely on modeled estimates or international compilations rather than frequent primary releases. Central bank data is sparse publicly. Regional portals (AfDB, ESCWA) provide the strongest country breakdowns for the MENA/AP focus. Verify current access/terms directly, as APIs/downloads can change. No paid or auth-required sources stood out for core indicators.

**Davao Region (Region XI, including Davao City metro area) unemployment data (2025 annual figures, released May 2026):** The regional unemployment rate fell to 2.9% (≈73,000 unemployed) from 3.2% (≈79,000) in 2024. Davao City recorded the highest rate in the region at 3.8%, while Davao del Sur had the lowest at 1.5%. Davao City’s employment rate reached 96.2% (up from 95.7% in 2024). Regional underemployment was 3.9%.[[1]](https://mb.com.ph/2026/05/28/davao-region-logs-fewer-unemployed-persons-in-2025)[[2]](https://www.facebook.com/psagovphxi/posts/%F0%9D%9F%90%F0%9D%9F%8E%F0%9D%9F%90%F0%9D%9F%93-%F0%9D%90%80%F0%9D%90%A7%F0%9D%90%A7%F0%9D%90%AE%F0%9D%90%9A%F0%9D%90%A5-%F0%9D%90%8F%F0%9D%90%AB%F0%9D%90%A8%F0%9D%90%AF%F0%9D%90%A2%F0%9D%90%A7%F0%9D%90%9C%F0%9D%90%A2%F0%9D%90%9A%F0%9D%90%A5-%F0%9D%90%8B%F0%9D%90%9A%F0%9D%90%9B%F0%9D%90%A8%F0%9D%90%AB-%F0%9D%90%8C%F0%9D%90%9A%F0%9D%90%AB%F0%9D%90%A4%F0%9D%90%9E%F0%9D%90%AD-%F0%9D%90%92%F0%9D%90%AD%F0%9D%90%9A%F0%9D%90%AD%F0%9D%90%A2%F0%9D%90%AC%F0%9D%90%AD%F0%9D%90%A2%F0%9D%90%9C%F0%9D%90%AC-%F0%9D%90%A2%F0%9D%90%A7-%F0%9D%90%83%F0%9D%90%9A%F0%9D%90%AF%F0%9D%90%9A%F0%9D%90%A8-%F0%9D%90%91%F0%9D%90%9E%F0%9D%90%A0%F0%9D%90%A2%F0%9D%90%A8%F0%9D%90%A7-%F0%9D%90%94%F0%9D%90%A7%F0%9D%90%9E%F0%9D%90%A6%F0%9D%90%A9%F0%9D%90%A5%F0%9D%90%A8%F0%9D%90%B2%F0%9D%90%A6%F0%9D%90%9E%F0%9D%90%A7%F0%9D%90%AD-%F0%9D%90%91%F0%9D%90%9A%F0%9D%90%AD%F0%9D%90%9E/122213561774506912/)[[3]](https://www.gmanetwork.com/regionaltv/news/114249/unemployment-rate-in-davao-drops-in-2025/story/)[[4]](https://rsso11.psa.gov.ph/content/2024-2025-annual-labor-market-statistics-davao-region-preliminary-results)

No youth-specific (15-24) breakdowns for Davao appear in the latest PSA releases. These overall rates remain well below the national youth unemployment baseline of 6.1% (15-24 male, 2025). This points to relative labor market resilience in Davao, with no evident worsening.

**Economic/security events (last 60 days, approx. April–May 2026):** In response to fuel price surges tied to global tensions (US-Israel-Iran), Davao City created the Inter-Agency Task Force on Emergency Socioeconomic Crisis Response (IATF-CRISIS) via Executive Order No. 07 (issued ≈March 31–April 7, 2026). Subcommittees cover employment, economic impacts, peace/safety, and energy. The Davao Chamber warned of risks to economic activities and basic commodities.[[5]](https://davaocity.gov.ph/local-government/city-govt-creates-crisis-task-force/)[[6]](https://www.gmanetwork.com/regionaltv/news/113603/davao-city-forms-task-force-to-address-socioeconomic-crisis/story/)

No reports of protests, militia activity, mass layoffs, or crackdowns targeting young men (18-35) in Davao. Broader Mindanao references note sustained peace/insurgency-free status in some areas, with no Davao-specific escalations.[[7]](https://www.sunstar.com.ph/davao/mindanao-is-insurgency-free-euro-chamber-exec-stresses) The fuel-driven socioeconomic response indicates localized economic pressure that could indirectly affect youth employment or stability, though no sharp deterioration is documented.

**NGO/think-tank reports on Davao youth (2025–2026):** No major new NGO or think-tank reports specifically on Davao youth instability or conditions were identified in 2025–early 2026 searches. Youth-focused activities included FutureTHINK Davao (April 18, 2026), gathering ≈100 youth leaders for discussions on the region’s future. General Mindanao youth programs (e.g., skills/leadership training) continue but predate the period.[[8]](https://www.facebook.com/sciencekonek/posts/%F0%9D%97%99%F0%9D%97%A8%F0%9D%97%A7%F0%9D%97%A8%F0%9D%97%A5%F0%9D%97%98%F0%9D%97%A7%F0%9D%97%9B%F0%9D%97%9C%F0%9D%97%A1%F0%9D%97%9E-%F0%9D%97%97%F0%9D%97%94%F0%9D%97%A9%F0%9D%97%94%F0%9D%97%A2-%F0%9D%97%A3%F0%9D%97%9F%F0%9D%97%98%F0%9D%97%A1%F0%9D%97%94%F0%9D%97%A5%F0%9D%97%AC-%F0%9D%97%A6%F0%9D%97%98%F0%9D%97%A6%F0%9D%97%A6%F0%9D%97%9C%F0%9D%97%A2%F0%9D%97%A1-%F0%9D%99%92%F0%9D%99%9D%F0%9D%99%96%F0%9D%99%A9-%F0%9D%99%A8%F0%9D%99%9D%F0%9D%99%A4%F0%9D%99%AA%F0%9D%99%A1%F0%9D%99%99-%F0%9D%98%BF%F0%9D%99%96%F0%9D%99%AB%F0%9D%99%96%F0%9D%99%A4-%F0%9D%99%97%F0%9D%99%9A-%F0%9D%99%A1%F0%9D%99%9E%F0%9D%99%A0%F0%9D%99%9A-%F0%9D%99%9E%F0%9D%99%A3-%F0%9D%9F%AE%F0%9D%9F%AC%F0%9D%9F%B1%F0%9D%9F%AC-that-questio/998672872686869/)

**Internet/mobile infrastructure:** A Globe network outage affected Visayas and Mindanao (including Davao) on April 23, 2026, due to a link failure (Davao-Lahug), disrupting mobile voice/data/SMS temporarily. Other minor scheduled maintenances occurred, but no widespread shutdowns, prolonged outages, or major rollouts were noted.[[9]](https://www.facebook.com/ORORESCUE/posts/as-of-0730am-23-april-2026update-from-globe-network-outage-in-visayas-and-mindan/1422273139928732/)

**Assessment vs. baseline:** No developments indicate a significant upward shift in youth instability for Davao. Local unemployment remains substantially lower than the national youth figure, with improving trends. The April 2026 crisis task force flags potential economic headwinds from fuel prices that merit monitoring for youth employment impacts, but concrete negative effects (e.g., layoffs or unrest) are not reported. Minor, short-lived infrastructure issues do not appear destabilizing. Data is drawn primarily from PSA regional releases and local government announcements.

**PSA Regional Statistical Services Office XI (RSSO XI / Davao Region) – Regional/Provincial Statistical Releases**  
- URL: https://rsso11.psa.gov.ph/ (main site; see releases section and specific pages like labor force survey or annual labor market statistics)  
- API: No (primarily PDF reports, tables, and news releases; some Excel downloads)  
- Update frequency: Quarterly/annual (e.g., labor force participation, employment/unemployment rates)  
- Auth required: None (public)  
- Geographic granularity: Davao Region (Region XI), with provincial/HUC-level disaggregation (e.g., Davao City, Davao del Sur, etc.) for labor market stats.[[1]](https://rsso11.psa.gov.ph/content/2024-2025-annual-labor-market-statistics-davao-region-preliminary-results)

**Philippine Statistics Authority (PSA) OpenSTAT Portal**  
- URL: https://openstat.psa.gov.ph/ (or https://openstat.psa.gov.ph/Database)  
- API: No (web-based database queries and downloads; national + sub-national tables)  
- Update frequency: Varies by dataset (regular releases aligned with surveys/censuses)  
- Auth required: None (public)  
- Geographic granularity: National to sub-national/regional/provincial levels, including Davao Region data.[[2]](https://openstat.psa.gov.ph/Database)

**PSA Philippine Standard Geographic Code (PSGC) – Admin Boundaries & Codes**  
- URL: https://psa.gov.ph/classification/psgc/ (and related pages like Mindanao/Region XI listings)  
- API: Yes (PSA Statistical Classification Systems API at classification.psa.gov.ph for PSGC queries)  
- Update frequency: Periodic updates (e.g., quarterly barangay changes)  
- Auth required: None (public; API is open/GET requests)  
- Geographic granularity: Hierarchical codes down to barangay level for Region XI (Davao Region) provinces/cities/municipalities. Useful for ACLED filtering or geospatial work.[[3]](https://psa.gov.ph/classification/psgc/mindanao)

**PSA RSSO XI Labor Force Survey (LFS) / Provincial Labor Market Statistics Releases**  
- URL: https://rsso11.psa.gov.ph/ (specific releases, e.g., “2024-2025 Annual Labor Market Statistics of Davao Region” or LFS pages)  
- API: No (tables/PDFs/Excel in releases)  
- Update frequency: Quarterly (with annual summaries); provincial/HUC breakdowns available  
- Auth required: None (public)  
- Geographic granularity: Davao Region with city/province disaggregation (e.g., unemployment rates for Davao City vs. provinces).[[1]](https://rsso11.psa.gov.ph/content/2024-2025-annual-labor-market-statistics-davao-region-preliminary-results)

**SunStar Davao Local News**  
- URL: https://www.sunstar.com.ph/davao (or main site https://www.sunstar.com.ph/)  
- API/RSS: Partial (RSS feeds available via SunStar network; check site or aggregators like Feedspot for Davao-specific)  
- Update frequency: Daily  
- Auth required: None (public RSS/web)  
- Geographic granularity: Davao City and Region XI coverage.[[4]](https://www.sunstar.com.ph/davao/local-news)

**Mindanao Times Local News**  
- URL: https://www.mindanaotimes.com.ph/  
- API/RSS: Likely partial (standard news site; RSS often available or via aggregators)  
- Update frequency: Daily  
- Auth required: None (public)  
- Geographic granularity: Davao/Mindanao-focused local reporting.[[5]](https://www.facebook.com/MindanaoTimes/)

**Mindanao Development Authority (MinDA)**  
- URL: https://minda.gov.ph/ (or related portals)  
- API: No (reports, data publications, and project info)  
- Update frequency: Irregular/project-based or periodic regional reports  
- Auth required: None (public)  
- Geographic granularity: Mindanao-wide, with relevance to Davao Region (development, poverty, economic data).[[6]](https://www.facebook.com/MinDAgovphOfficial/posts/%F0%9D%90%8D%F0%9D%90%80%F0%9D%90%8F%F0%9D%90%82-%F0%9D%90%92%F0%9D%90%A1%F0%9D%90%A8%F0%9D%90%B0%F0%9D%90%9C%F0%9D%90%9A%F0%9D%90%AC%F0%9D%90%9E%F0%9D%90%AC-%F0%9D%90%92%F0%9D%90%A2%F0%9D%90%A0%F0%9D%90%A7%F0%9D%90%A2%F0%9D%90%9F%F0%9D%90%A2%F0%9D%90%9C%F0%9D%90%9A%F0%9D%90%A7%F0%9D%90%AD-%F0%9D%90%8F%F0%9D%90%A8%F0%9D%90%AF%F0%9D%90%9E%F0%9D%90%AB%F0%9D%90%AD%F0%9D%90%B2-%F0%9D%90%91%F0%9D%90%9E%F0%9D%90%9D%F0%9D%90%AE%F0%9D%90%9C%F0%9D%90%AD%F0%9D%90%A2%F0%9D%90%A8%F0%9D%90%A7-%F0%9D%90%A2%F0%9D%90%A7-%F0%9D%90%8C%F0%9D%90%A2%F0%9D%90%A7%F0%9D%90%9D%F0%9D%90%9A%F0%9D%90%A7%F0%9D%90%9A%F0%9D%90%A8davao-city-the-national-/1055758293243548/)

**ACLED (Armed Conflict Location & Event Data Project) – Sub-national Filtering**  
- URL: https://acleddata.com/ (data export/API access)  
- API: Yes (full API access; region/admin code filtering)  
- Update frequency: Near real-time/weekly updates  
- Auth required: Free registration for API/data downloads (paid tiers for advanced/commercial)  
- Geographic granularity: Supports Philippines admin boundaries (use PSGC codes for Region XI/Davao provinces/cities to filter events).[[3]](https://psa.gov.ph/classification/psgc/mindanao)

**Notes**: No standalone municipal/city statistics bureau with public APIs was identified for Davao City—data flows primarily through PSA RSSO XI and national OpenSTAT. Most sources are free/public with no/low auth barriers. Think tank/NGO-specific real-time crisis/youth trackers for Davao were limited in results; broader Mindanao efforts (e.g., via MinDA or historical projects) exist but are often report-based rather than API-driven. Verify current access and granularity directly on sites, as releases can vary.

**No significant shifts identified from the provided national baseline (youth unemployment 15-24 male at 6.1% nationally in 2025; instability fuse score 9.0/100) based on Manila metro-specific data or events in the last ~60 days (approx. April–May 2026).** All labor data remains national-level from the Philippine Statistics Authority (PSA); no disaggregated Metro Manila/NCR (National Capital Region) youth unemployment (15-24 or 18-35 male) figures were located for 2026.[[1]](https://psa.gov.ph/statistics/labor-force-survey/node/1684083411)[[2]](https://www.rappler.com/business/unemployment-rate-philippines-march-2026/)

### 1. Local Labor Market/Unemployment Data Specific to Manila Metro
- No recent (2026) PSA or other official Metro Manila/NCR-specific unemployment or youth labor force statistics identified. National figures show unemployment easing to 5.0% in March 2026 (2.58 million jobless, down slightly from 5.1% in February), with youth (15-24) employment rate at 87.4% (down from 89% in March 2025).[[1]](https://psa.gov.ph/statistics/labor-force-survey/node/1684083411)[[3]](https://manilastandard.net/business/314736296/philippine-unemployment-rate-rose-to-5-in-march-2026.html)
- One tangential 2025 reference: Unemployment in NCR rose slightly to 345,000 total (not youth-specific or 2026).[[4]](https://www.gmanetwork.com/news/topstories/metro/988991/unemployment-in-ncr-2025/story/)
- Underemployment nationally rose to 12.3% in March 2026. No Manila-specific shocks, mass layoffs, or industry data reported.

### 2. Political, Security, or Economic Events in Manila Affecting Young Men (18-35)
- **May 1, 2026 (Labor Day/International Workers’ Day) protests in Metro Manila**: ~8,000 protesters expected/participated across multiple sites in Manila (España Boulevard, Mendiola, Liwasang Bonifacio, U.S. Embassy) and Quezon City. Demands included higher wages and an end to the Middle East conflict (citing price spikes in fuel/energy affecting transport and economy). Police halted some marches toward the U.S. Embassy. This directly involves economic grievances relevant to young workers.[[5]](https://www.osac.gov/Content/Report/5f4d2bb1-6265-4a0c-9049-29ff3f2fa7ce)[[6]](https://ph.usembassy.gov/demonstration-alert-may-1-protests-in-metro-manila/)[[7]](https://www.instagram.com/reel/DXyXC5qoFxd/)
- **April 22, 2026**: “Earth Day Mobilization” protest at U.S. Embassy vicinity (Roxas Boulevard, Manila); Philippine National Police increased presence.[[8]](https://ph.usembassy.gov/demonstration-alert-potential-protest-in-front-of-u-s-embassy-on-april-22-2026/)
- Broader context: Ongoing 2025–2026 anti-corruption protests continued into early 2026 with events in Metro Manila (e.g., references to February 2026 actions), but no new large-scale Manila-specific incidents tied explicitly to youth or instability in the window.[[9]](https://en.wikipedia.org/wiki/2025%E2%80%932026_Philippine_anti-corruption_protests)
- No reports of militia activity, crackdowns, or targeted economic shocks in Manila industries.

These protests reflect wage and cost-of-living pressures but do not indicate a major escalation from baseline.

### 3. NGO or Think-Tank Reports on Manila’s Youth Situation (Published 2025)
- UP CIDS Policy Brief 2026-01 (“RA 8044: Why Youth Policy Needs Reform”), released ~March 2026: Discusses Philippines’ youth demographics (Gen Z/millennials as ~63% of voting-age population), high 2025 midterm voter turnout (82.2%, youth-driven), and shortcomings in the Youth in Nation-Building Act (underfunding, implementation gaps). National focus with no Manila-specific instability metrics.[[10]](https://cids.up.edu.ph/wp-content/uploads/2026/03/RA-8044_Why-Youth-Policy-Needs-Reform.pdf)
- UN Philippines 2025 Annual Results Report (published March 26, 2026): National overview of development priorities; no Manila youth instability details.[[11]](https://philippines.un.org/en/312549-united-nations-philippines-2025-annual-results-report-2026-prospects)
- Other mentions (e.g., PIDS on national inequality/youth employment trends, BTI 2026 Philippines report noting NCR’s relatively low poverty at 3.5% and high HDI) are national or pre-2026 and do not flag acute Manila youth risks.[[12]](https://bti-project.org/en/reports/country-report/PHL)

No 2025-published reports specifically highlighting elevated instability in Manila metro youth.

### 4. Changes to Internet/Mobile Infrastructure in Manila
- **May 12, 2026**: Globe Telecom fiber cuts in five strategic NCR areas caused widespread text and data disruptions across Metro Manila and parts of Central Luzon.[[13]](https://www.facebook.com/gizguideph/posts/globe-major-fiber-cuts-have-hit-five-strategic-areas-in-ncr-at-30-minute-interva/1423312453157774/)
- Ongoing national 3G phase-out (planned completion by end-2026, with spectrum reallocation to 4G/5G); not a new 2026 disruption but continued transition.[[14]](https://www.manilatimes.net/2025/09/22/business/sunday-business-it/dict-3g-networks-to-shut-down-in-the-philippines-by-2026/2187832)
- No shutdowns or major outages beyond the noted Globe incident.

**Summary flag**: The May 1 protests represent the most direct recent signal of economic discontent among workers (potentially including youth) in Manila, tied to wages and external price shocks. Combined with the localized May 12 connectivity disruption, these warrant monitoring but do not appear to significantly alter the low baseline instability picture absent local youth unemployment spikes or escalatory events. All data remains limited to national aggregates or isolated incidents. Primary sources: PSA.gov.ph, U.S. Embassy Manila alerts, Rappler, GMA Network, and related reports (specific URLs in citations above).

**PSA OpenSTAT (PXWeb API)**  
- URL: https://openstat.psa.gov.ph/ (main portal); API endpoint https://openstat.psa.gov.ph:443/PXWeb/api/v1/en  
- API: Yes (full PXWeb API)  
- Update frequency: Varies by indicator (quarterly/annual for most labor, poverty, and demographic series)  
- Auth required: None (open data)  
- Geographic granularity: National + sub-national (regions, provinces, some city/municipality-level via surveys like APIS)  

**PSA Philippine Standard Geographic Code (PSGC) API**  
- URL: https://psa.gov.ph/classifications-api/psgc  
- API: Yes  
- Update frequency: As administrative changes occur (infrequent)  
- Auth required: None  
- Geographic granularity: Regions, provinces, cities, municipalities, barangays (ideal for Manila/NCR filtering)  

**PSA Labor Force Survey (LFS) & Provincial Product Accounts (PPA) via OpenSTAT**  
- URL: https://psa.gov.ph/statistics/labor-force-survey and https://psa.gov.ph/statistics/ppa (data via OpenSTAT)  
- API: Yes (via OpenSTAT PXWeb)  
- Update frequency: Quarterly (LFS); annual (PPA)  
- Auth required: None  
- Geographic granularity: National/regional for LFS; provinces + 33 Highly Urbanized Cities (HUCs, including Manila cities) for PPA  

**Philippines Subnational Administrative Boundaries (COD-AB) – HDX**  
- URL: https://data.humdata.org/dataset/cod-ab-phl  
- API: No (downloads: shapefile, GeoJSON, GDB, XLSX)  
- Update frequency: Periodic (latest version reflects 2023+ PSGC updates)  
- Auth required: None  
- Geographic granularity: Admin 0–4 (Admin 2/3 covers NCR provinces/cities/municipalities for precise Manila filtering in ACLED or other event data)  

**Manila/Metro Manila local news RSS feeds**  
- Examples: GMA News (https://www.gmanetwork.com/news/rss/), INQUIRER.net, Rappler, ABS-CBN, Philstar.com, Manila Bulletin (mb.com.ph/rss), Manila Standard, Manila Times  
- API: No (standard RSS/Atom feeds available on most major outlets)  
- Update frequency: Real-time / multiple times daily  
- Auth required: None  
- Geographic granularity: Manila/Metro Manila and national coverage (Tagalog/English)  

**Situation of Children in the Philippines data portal (UNICEF/PSA/CWC/NEDA)**  
- URL: https://www.situationofchildren.org/ph  
- API: No (interactive visualizations + downloads)  
- Update frequency: Periodic updates (data back to 1989, latest to 2023)  
- Auth required: None  
- Geographic granularity: National + subnational breakdowns for many child/youth/poverty indicators  

**MMDA (Metropolitan Manila Development Authority) traffic/incident data**  
- URL: https://mmda.gov.ph/ (plus FOI requests and historical Twitter-parsed datasets on Kaggle)  
- API: Partial/no official public API (some parsed open datasets exist)  
- Update frequency: Near real-time for incidents/traffic; historical series available  
- Auth required: None for public/parsed data; FOI for raw  
- Geographic granularity: Metro Manila-specific (intersections, roads, incidents)  

**HDX Philippines crisis/humanitarian datasets** (various NGOs/UN agencies)  
- URL: https://data.humdata.org/group/phl  
- API: No (downloads)  
- Update frequency: Varies by dataset  
- Auth required: None  
- Geographic granularity: Sub-national (many cover NCR/Manila for poverty, disasters, urban indicators)  

**Notes**: PSA sources are the primary machine-readable sub-national option (via OpenSTAT API or downloads). No dedicated Manila city statistics bureau public API was identified; data flows through PSA or MMDA. ACLED users can leverage the HDX admin boundaries (with PSGC codes) to filter events to NCR cities. Local news is best accessed via RSS. Most sources are free/no-auth for bulk access.

**No major new Yangon metro-specific youth unemployment or labor market data (city/provincial level) emerged in the last 60 days (roughly late March–May 2026).** National youth unemployment (15-24) figures remain around 9.8–10% for 2025 per modeled estimates (e.g., FRED/ILO data), with no disaggregated Yangon updates.[[1]](https://fred.stlouisfed.org/series/SLUEM1524ZSMMR)[[2]](https://www.statista.com/statistics/812264/youth-unemployment-rate-in-myanmar/?srsltid=AfmBOorNTg4M4qe1C0gYnO9R5YP2mV_1YZVeHYG6_69rVAIphP4m9R-9)

**Ongoing forced conscription is a key development directly affecting young men (18-35) in Yangon.** Regime authorities have intensified recruitment drives, including door-to-door notices, guest-list inspections, and arrests for non-compliance. Examples include:
- A young man in Yangon received a military service registration notice on May 12, 2026, despite a health condition (asthma); he had resigned from a regime job after an earlier call-up.[[3]](https://www.irrawaddy.com/news/burma/new-myanmar-regime-tightens-forcible-conscription-covering-13-million-citizens.html)
- On May 6, 2026, in Myoma Ward, Hlegu Township (Yangon Region), two young men (including Rakhine youth) were arrested during guest-list checks for lacking registration.[[4]](https://www.narinjara.com/news/detail/6a00dbbeb4daf45662a30113)
- Reports of systematic extortion by township administrators linked to conscription quotas in multiple Yangon areas, with youth fearing arrests.[[5]](https://www.facebook.com/MizzimaMyanmarNews/posts/youths-in-yangon-fear-arrests-amid-forced-military-recruitment-driveread-more-yo/1421026890070437/)[[6]](https://eng.mizzima.com/2026/03/28/32631)

This builds on the national conscription law activated in February 2024, contributing to youth flight, labor shortages, and fear—potentially elevating local instability risks beyond the national baseline fuse score, though no quantitative Yangon-specific shift is reported.[[7]](https://bti-project.org/en/reports/country-report/MMR)

**Isolated security/political incidents in the Yangon Region include** an arrest of a doctor in Dala town (Twantay District, Yangon Region) on May 7, 2026, by junta police over a social media post; he was transferred to Insein Prison after a raid involving alleged excessive force.[[8]](https://progressivevoicemyanmar.org/2026/05/19/29-april-12-may-2026-attacks-on-health-care-in-myanmar) Broader mentions of IED incidents targeting regime facilities in the Rangoon (Yangon) municipal area continued at an average of ~6 per month in 2025 data, with opposition militia activity noted.[[9]](https://mm.usembassy.gov/travel-advisory-burma-may-2026/) An April 2026 amnesty released some prisoners (including the former president), but it had limited reported immediate impact in Yangon.[[10]](https://news.un.org/en/story/2026/04/1167329) No large-scale protests, militia activity surges, or mass layoffs in city industries were documented in the period.

**No new 2025/2026 NGO or think-tank reports focused specifically on Yangon’s youth situation** were identified. The most recent relevant national report (“A Generation on Hold,” October 2025) highlighted high youth exclusion (~1 in 4 youth, nearly 4 million nationally, not employed; ~1 in 5 NEET), with elevated rates in conflict areas but no Yangon breakdown.[[11]](https://reliefweb.int/report/myanmar/generation-hold-youth-employment-and-education-myanmar-october-2025)

**Internet/mobile infrastructure changes in Yangon remain limited to ongoing or localized disruptions rather than major new shutdowns.** Nighttime mobile blackouts and targeted cuts (e.g., during official visits) continue as part of broader digital repression patterns documented through April 2026, but no nationwide or Yangon-specific escalations in the last 60 days. Power-related rolling blackouts affected Yangon Region from mid-March 2026 due to heatwave demand and generation issues (scheduled through the hot season).[[12]](https://eng.mizzima.com/2026/03/23/32456)[[13]](https://www.facebook.com/dmgenglishversion/posts/digital-freedom-in-myanmar-reaches-critical-level-amid-intensifying-online-repre/1565930105537324/)

**Overall assessment**: No concrete numerical shifts to the Yangon-specific instability picture from the provided national baseline. However, the intensified conscription drive in Yangon townships represents a direct pressure point on young men (18-35), likely sustaining or increasing local tensions through fear, displacement, and economic strain. Sources are primarily independent Myanmar-focused outlets (e.g., Irrawaddy, Mizzima, Progressive Voice). Data gaps persist due to the conflict environment; monitoring for further conscription enforcement or economic ripple effects is recommended.

**Yangon-specific (or subnational Myanmar) data sources** (non-inference, focusing on public or downloadable data; most lack public APIs and rely on manual downloads or portal queries; information current as of mid-2026 searches):

- **MIMU (Myanmar Information Management Unit) Yangon Region Portal** — Comprehensive humanitarian, baseline, 5W, township profiles, census extracts, and sector data (including poverty, population, services) for Yangon Region and its 45 townships. https://www.themimu.info/states_regions/yangon. API: no. Update frequency: irregular (new reports/maps uploaded periodically, e.g., 2025-2026 files). Auth: none. Geographic granularity: Yangon Region + township level (PCodes/boundaries available).[[1]](https://www.themimu.info/states_regions/yangon)[[1]](https://www.themimu.info/states_regions/yangon)

- **Myanmar Statistical Information Service (MMSIS) / CSO Portal** — National statistical database with some subnational indicators (by region/state, including labor/employment, demographics); searchable by region. https://www.mmsis.gov.mm/ and https://www.csostat.gov.mm/. API: no (web database/queries). Update frequency: irregular/annual (e.g., yearbooks, labor surveys). Auth: none. Geographic granularity: national + state/region level (limited city-specific).[[2]](https://www.mmsis.gov.mm/sub_menu/statistics/statDbList.jsp?vw_cd=MT_ZTITLE)[[3]](https://www.mmsis.gov.mm/)

- **Department of Population (DoP) Yangon Region Census/Publications** — 2014/2024 census reports and data extracts (demographics, socio-economic) for Yangon Region; XLSX/PDF downloads available. https://www.dop.gov.mm/ (search Yangon). API: no. Update frequency: decennial (census) + periodic projections. Auth: none. Geographic granularity: Yangon Region + some district/township.[[4]](https://www.dop.gov.mm/sites/dop.gov.mm/files/publication_docs/yangon_region_census_report_-_english.pdf)[[5]](https://dop.gov.mm/sites/dop.gov.mm/files/publication_docs/2024_provisional_result_eng.pdf)

- **UNDP Urban Poverty: Unpacking Yangon (2025 report + survey)** — Yangon-specific urban/peri-urban poverty, livelihoods, and youth-relevant socio-economic data from 2024 CATI survey (4,800 respondents across townships). https://www.undp.org/asia-pacific/publications/urban-poverty-unpacking-yangon. API: no (PDF/report). Update frequency: one-off or periodic (related observatory updates). Auth: none. Geographic granularity: Yangon urban/peri-urban townships.[[6]](https://www.undp.org/sites/g/files/zskgke326/files/2025-06/undp-myanmar-urban-poverty-unpacking-yangon-2025.pdf)

- **ACLED Myanmar (with MIMU admin boundaries)** — Event data filterable by admin1 (Yangon Region), admin2 (districts), admin3 (townships); uses MIMU/PCodes boundaries. https://acleddata.com/country/myanmar (free account for full access). API: partial (data export tools). Update frequency: near real-time/weekly. Auth: free account. Geographic granularity: Yangon Region + district/township/village-tract.[[7]](https://acleddata.com/methodology/acleds-methodology-myanmar)[[8]](https://data.humdata.org/dataset/cod-ab-mmr)

- **COD-AB / HDX Myanmar Subnational Boundaries** — Official admin boundaries (levels 0-5) for filtering/aggregating data to Yangon Region or townships (PCoded). https://data.humdata.org/dataset/cod-ab-mmr. API: no (downloads: SHP/GeoJSON/XLSX). Update frequency: periodic (v01 updates). Auth: none. Geographic granularity: Yangon Region + lower admin units.[[8]](https://data.humdata.org/dataset/cod-ab-mmr)

- **Myanmar News RSS Feeds (e.g., via Feedspot aggregator)** — Local/regional Myanmar news (including Yangon coverage) via RSS; English + some local-language sources. https://rss.feedspot.com/myanmar_news_rss_feeds/. API: no (RSS). Update frequency: daily/real-time. Auth: none. Geographic granularity: national with Yangon mentions.[[9]](https://rss.feedspot.com/myanmar_news_rss_feeds/)

- **Newsdata.io or World News API (Myanmar sources)** — Aggregated news APIs with Myanmar/Yangon-relevant feeds (politics, economy, local events). https://newsdata.io/ or https://worldnewsapi.com/. API: yes. Update frequency: real-time. Auth: free tier + paid. Geographic granularity: country-level (Yangon filterable via keywords).[[10]](https://newsdata.io/news-sources/myanmar-politics-news-api)

Limited public machine-readable APIs or real-time city-level labor/unemployment data were identified beyond national CSO surveys with partial region disaggregation. MIMU and HDX are the strongest for machine-readable subnational downloads.

**No significant shifts from the provided national baseline (youth unemployment 15-24 male national at 13.1% for 2025; national instability fuse score 14.8/100) based on Jakarta metro-specific data from the last ~60 days (roughly late March–May 30, 2026).** Jakarta-specific youth (15-24 or 18-35) unemployment figures remain unavailable in public provincial releases; overall provincial data shows lower rates than national youth averages, with no evidence of acute spikes or events materially elevating local instability risks.[[1]](https://www.bps.go.id/en/statistics-table/2/NTQzIzI=/unemployment-rate-by-province--percent-.html)[[2]](https://jakarta.bps.go.id/en/pressrelease/2026/05/05/1284/labour-situation-in-jakarta-february-2026.html)

**1. Local labor market/unemployment data (Jakarta metro/DKI Jakarta-specific):**  
BPS DKI Jakarta reported the open unemployment rate (TPT) in DKI Jakarta at **6.03%** as of February 2026 (down 0.15 percentage points year-on-year), with approximately **334,000 unemployed** (or precisely 333,860 in one report). This covers the broader working-age population and is notably lower than national youth rates (~13–17%). No youth (15-24) or young men (18-35) disaggregation appears in the February 2026 provincial release or related coverage. National figures continue to highlight youth unemployment as structurally higher (e.g., ~13.1–16.9% range cited across 2024–early 2026 sources), but Jakarta metro data does not indicate divergence or worsening in the recent period.[[2]](https://jakarta.bps.go.id/en/pressrelease/2026/05/05/1284/labour-situation-in-jakarta-february-2026.html)[[3]](https://www.antarafoto.com/view/2785368/the-unemployment-rate-in-jakarta-has-decreased)[[1]](https://www.bps.go.id/en/statistics-table/2/NTQzIzI=/unemployment-rate-by-province--percent-.html)[[4]](https://voi.id/en/berita/573992)

**2. Political/security/economic events affecting young men (18-35) in Jakarta:**  
- **May Day 2026 labor protests (May 1, 2026)**: Workers rallied in Central Jakarta (near DPR building in Senayan) demanding better wages, job protections, and action on layoffs amid rising living costs. Organized by groups like the Labor Movement Alliance with the People (Gebrak). Jakarta Metropolitan Regional Police (Polda Metro Jaya) arrested **101 participants**. Focus was on mass layoffs and inadequate wages under the Prabowo administration; no large-scale youth-specific violence or militia involvement reported in coverage.[[5]](https://en.tempo.co/read/2101975/why-there-were-two-labor-rallies-on-may-day-2026)  
- Earlier 2025 Gen Z/student protests (e.g., August 2025 over parliamentary perks, living costs, and linked to youth unemployment) led to ongoing legal proceedings (~700 people still facing cases as of April 2026 reports) and rights investigations into security force abuses during those events, but these fall outside the last 60 days.[[6]](https://www.reuters.com/world/asia-pacific/indonesia-rights-bodies-find-widespread-abuses-2025-protests-2026-04-21/)[[7]](https://www.thejakartapost.com/opinion/2026/04/16/empowering-the-future-strengthening-youth-engagement.html)  
No reports of militia activity, mass layoffs in Jakarta-specific industries, or crackdowns targeting young men in the April–May 2026 window.

**3. NGO/think-tank reports on Jakarta's youth situation (published 2025 or 2026):**  
No dedicated recent reports focused on Jakarta youth instability, unemployment hotspots, or related risks were identified. Coverage remains predominantly national, with references to persistent youth unemployment (~15–17% range) as a structural issue but without Jakarta metro breakdowns or new 2025–2026 Jakarta-specific publications from NGOs/think tanks. Related youth engagement items (e.g., SDGs corner launch in Jakarta or climate/youth forums) do not address instability.[[8]](https://indonesia.un.org/en/310130-first-indonesia-jakarta-launches-sdgs-corner-museum-bahari-engage-jakarta-youth)

**4. Internet/mobile infrastructure changes in Jakarta:**  
No shutdowns, targeted outages, or major rollouts specific to Jakarta metro in the last 60 days. Power outages affected parts of Jakarta (e.g., April 23, 2026—second in a month, impacting areas like Central, South, and East Jakarta; also April 9), which could indirectly disrupt connectivity, but these were attributed to PLN supply issues rather than deliberate infrastructure actions. Broader national or other-island developments (e.g., Starlink for outer regions) do not apply to Jakarta.[[9]](https://en.tempo.co/read/2099920/jakarta-suffers-second-blackout-in-a-month-heres-why)

**Summary flag:** Nothing in the reviewed sources indicates a material escalation in youth instability indicators for the Jakarta metro area relative to the national baseline. Labor protests reflect ongoing economic pressures (layoffs/wages) but appear contained and not youth-led or destabilizing at scale. Provincial unemployment data shows moderation in overall rates. Continued monitoring of BPS Sakernas releases for any youth disaggregation would be advisable. All data drawn from BPS, local media, and international reporting as of searches through May 30, 2026.

**BPS Provinsi DKI Jakarta (provincial statistics office)**: https://jakarta.bps.go.id/ (English: https://jakarta.bps.go.id/en). No dedicated public API (uses national BPS infrastructure); machine-readable table downloads and publications (e.g., unemployment rate by regency/municipality within DKI Jakarta, population). Update frequency: periodic (e.g., annual or survey-based releases like 2023/2024 data). Auth: none/free. Granularity: provincial (DKI Jakarta) down to regency/municipality (e.g., Jakarta Selatan, Jakarta Pusat) and some sub-district indicators.[[1]](https://jakarta.bps.go.id/)[[2]](https://jakarta.bps.go.id/en)[[3]](https://jakarta.bps.go.id/en/statistics-table/2/NDUjMg==/unemployment-rate.html)

**Badan Pusat Statistik (BPS) National – WebAPI and subnational tables**: https://webapi.bps.go.id/ (developer docs) and https://www.bps.go.id/. Yes, public WebAPI (JSON responses for publications, press releases, static/dynamic tables). Covers sub-national labor/unemployment (e.g., by province and some lower levels). Update frequency: aligns with national surveys (quarterly/annual). Auth: none/free (registration may be needed for full access). Granularity: national to provincial (DKI Jakarta) and select regency/municipality disaggregation.[[4]](https://webapi.bps.go.id/)[[3]](https://jakarta.bps.go.id/en/statistics-table/2/NDUjMg==/unemployment-rate.html)

**NewsAPI (Indonesia country endpoint)**: https://newsapi.org/s/indonesia-news-api. Yes, REST API (JSON). Update frequency: real-time/live headlines. Auth: free tier (API key required; paid for higher limits). Granularity: country-level (Indonesia) with source filtering; can target Jakarta-relevant outlets.[[5]](https://newsapi.org/s/indonesia-news-api)

**SMERU Research Institute data/resources**: https://smeru.or.id/en/data and https://smeru.or.id/. Partial (downloadable datasets/reports, regional database, poverty/livelihood maps); no prominent public API mentioned. Update frequency: project/research-based (irregular). Auth: none/free. Granularity: national/sub-national (provinces, districts/kabupaten/kota including Jakarta focus in some studies on poverty, child welfare).[[6]](https://smeru.or.id/en/data)[[7]](https://smeru.or.id/)

**Pulse Lab Jakarta (UN Global Pulse data innovation)**: Related reports and initiatives (e.g., via unglobalpulse.org or Indonesia partnerships). Project-based data/tools for urban/poverty monitoring; limited public API/downloads (often reports or collaborative access). Update frequency: project-specific. Auth: varies (often none/free for public outputs). Granularity: Jakarta/urban Indonesia focus in pilots.[[8]](https://www.unglobalpulse.org/wp-content/uploads/2023/12/2020-plj-Annual-Report-2020.pdf)

**ACLED data (sub-national filtering)**: https://acleddata.com/ (data access via download/API with account). Yes, API and downloads. Update frequency: ongoing/real-time event collection. Auth: free account for API/downloads (paid tiers for advanced). Granularity: admin1 (province, e.g., DKI Jakarta), admin2 (cities/districts like Jakarta Barat/Selatan), with admin boundaries available via COD-AB or geoBoundaries datasets on HDX (https://data.humdata.org/dataset/cod-ab-idn).[[9]](https://data.humdata.org/dataset/cod-ab-idn)[[10]](https://acleddata.com/methodology/acled-codebook)

**Additional notes**: National BPS WebAPI and DKI Jakarta provincial site are the strongest for structured labor/unemployment data disaggregated to Jakarta city/province level. Local news RSS options exist via curated lists (e.g., Feedspot Jakarta RSS) but are less structured than NewsAPI. Few purely Jakarta-specific think-tank APIs were identified; most leverage BPS data or produce reports. All listed sources are publicly accessible without paid barriers for core use. Verify current API endpoints and terms directly, as availability can change.

**No Dhaka metro-specific youth unemployment or labor market data identified in the last 60 days (roughly late March–May 2026).** All recent figures remain national-level. 

National youth unemployment (typically ages 15-24 or 15-29) continues to exceed the overall rate significantly, with estimates varying by source and exact age band:
- Youth (15-29) unemployment around 8.07% (BBS LFS 2024 data, analyzed Dec 2025/early 2026).[[1]](https://today.thefinancialexpress.com.bd/views-opinion/ten-million-jobs-and-the-weight-of-a-promise-1777475789)
- Broader youth rates cited in the 9–11.5% range for 2024–2025 in multiple analyses (e.g., Statista: 9.39% in 2025; other sources 10.9–11.46% for 2023–2024).[[2]](https://www.statista.com/statistics/811657/youth-unemployment-rate-in-bangladesh/?srsltid=AfmBOorgvZyOtQWClzMgwcmoCO21_i8eUEmS3hQKQz4v3S3Fl9us4_wX)
- Educated/tertiary graduate unemployment notably high (13.5% overall, up to 20% for women per LFS 2024).[[3]](https://www.tbsnews.net/supplement/youth-unemployment-and-labour-market-mismatch-bangladesh-1346796)
- NEET rates for ages 15-29 around 20.3%, with large gender gaps (e.g., ~49% for young women vs. ~11% for young men).[[1]](https://today.thefinancialexpress.com.bd/views-opinion/ten-million-jobs-and-the-weight-of-a-promise-1777475789)

These align closely with or are slightly below the provided national baseline (13.3% for 15-24 males in 2025), showing no major recent upward spike reported. No provincial or city-level (Dhaka metro) disaggregation appeared in searches of BBS, ILO, or news sources. ILO analyses note persistent challenges for urban youth and educated workers, with shifts toward self-employment and agriculture in some cohorts.[[4]](https://www.ilo.org/sites/default/files/2026-03/2.%20wp162_web.pdf)

**Political/security/economic events affecting young men (18-35) in Dhaka:** Limited new developments in the strict last-60-day window. Coverage primarily references the 2024 student-led uprising (centered in Dhaka) that ousted Sheikh Hasina, followed by 2026 elections where a youth-driven party (NCP) secured only 6 of 300 seats.[[5]](https://www.reuters.com/world/asia-pacific/after-gen-z-uprising-bangladesh-vote-shows-limits-youth-power-2026-02-13/)

In April 2026, Bangladesh’s parliament rolled back several post-2024 reforms on accountability and security forces, prompting warnings of renewed street protests from groups like Jamaat-e-Islami (with rallies referenced in Dhaka).[[6]](https://www.aljazeera.com/news/2026/4/22/is-bangladesh-killing-reforms-introduced-after-student-led-protests) Earlier 2025 protests in Dhaka (e.g., April 2025 on women’s rights reforms; September 2025 by Jamaat supporters) are noted but fall outside the 60-day window. No reports of mass layoffs in Dhaka industries, militia activity, or major crackdowns targeting young men in the recent period. Economic pressures (inflation, slow job creation) continue nationally and would affect Dhaka’s large youth population in garments, services, and informal sectors.

**NGO/think-tank reports on Dhaka’s youth situation published in 2025:** Sparse direct matches. A youth-led think tank (Institute for Global Cooperation Foundation) launched in Dhaka in August 2025 to focus on innovation, research, and empowerment.[[7]](https://bssnews.net/others/304829/IGC-Foundation-launched-in-Dhaka-to-empower-youth-through-innovation,-research) Broader 2025–2026 reports (e.g., BTI 2026 Bangladesh Country Report, Human Rights Watch World Report 2026) discuss national youth issues, the 2024 Dhaka-centered protests, economic frustrations, and post-uprising reforms but lack Dhaka-metro-specific 2025 youth surveys.[[8]](https://bti-project.org/en/reports/country-report/BGD)

**Internet/mobile infrastructure changes in Dhaka:** No actual shutdowns or outages reported in the last 60 days. However, in mid-to-late April 2026, telecom operators (via AMTOB) warned of imminent large-scale mobile/internet network risks or blackouts due to fuel shortages tied to Middle East conflict, potentially affecting calls, data, and services nationwide (including Dhaka).[[9]](https://www.straitstimes.com/asia/south-asia/bangladesh-faces-telecom-shutdowns-from-middle-east-fuel-crisis) Earlier policy moves (e.g., 2025 Telecommunication Ordinance emphasizing no shutdowns) and 2024 blackouts during protests are historical. No recent rollouts or confirmed outages noted.

**Overall assessment vs. baseline:** No significant shifts flagged from the national baseline in Dhaka-specific terms. Persistent high youth/educated unemployment and political transition frictions remain relevant but unchanged in the recent window. Dhaka metro data gaps limit precision; national trends suggest continued pressure on young men without acute new triggers in the past two months.

**Here is a compiled bullet list of Dhaka-specific (city/provincial or sub-national) data sources** based on publicly available information. Focus is on non-inference, accessible sources beyond the country-level ones already used. Details on API, frequency, auth, and granularity are noted where verifiable from official sites, portals, and documentation (many are download-oriented with limited or no public APIs).[[1]](https://data.gov.bd/)[[2]](https://data.humdata.org/dataset/cod-ab-bgd)

**1. Municipal/provincial statistics bureau sources**
- **Bangladesh Open Data Portal (data.gov.bd)**: https://data.gov.bd/ — Partial API (catalog search endpoints noted in some registries); machine-readable downloads (CSV/Excel) for many BBS datasets; irregular updates (varies by dataset, often annual or census-linked); auth: none; granularity: national to district/upazila level in some economic/demographic sets (Dhaka-relevant).
- **Dhaka South City Corporation (DSCC) / Dhaka North City Corporation (DNCC) portals**: https://dscc.gov.bd/ and dscc.portal.gov.bd (similar for DNCC); no public API; PDF reports/downloads (e.g., Climate Action Plans, waste data); infrequent/irregular updates; auth: none; granularity: city corporation / ward-level in select reports (e.g., waste management datasets on Mendeley or via RTI requests).[[3]](https://objectstorage.ap-dcc-gazipur-1.oraclecloud15.com/n/axvjbnqprylg/b/V2Ministry/o/office-dscc/2024/12/e6edee51b212434da69e9b9142e993e2.pdf)[[4]](https://data.mendeley.com/datasets/yxk5vcjyww)
- **BBS National Data Portal / data.bbs.gov.bd**: http://data.bbs.gov.bd/ or nsds.bbs.gov.bd; partial API (catalog search); downloads of yearbooks, surveys, and sub-national stats; annual or periodic (e.g., census preliminary reports); auth: none (some limited access); granularity: district (zila) and division level, including Dhaka.[[5]](https://dateno.io/registry/catalog/cdi00000130/)

**2. Sub-national labor/unemployment data (BBS national stats office)**
- **BBS Labour Force Survey (LFS) / Quarterly Labour Force reports**: http://www.bbs.gov.bd or nsds.bbs.gov.bd; no dedicated public API (downloads/reports); quarterly or annual releases; auth: none; granularity: division-level (e.g., Dhaka Division unemployment figures) and sometimes district disaggregation in detailed tables.[[6]](http://www.daily-sun.com/post/825812)[[7]](https://www.dhakatribune.com/bangladesh/370047/unemployment-rises-to-2.66m-in-bangladesh)

**3. Local-language news RSS feeds or APIs covering Dhaka**
- **Prothom Alo RSS feeds**: https://www.prothomalo.com/feed/ (Bengali) and English variants (en.prothomalo.com sections); no API (RSS only); real-time/continuous updates; auth: none; granularity: Dhaka metro and national coverage with city-specific stories.
- **The Daily Star RSS feeds**: https://www.thedailystar.net/frontpage/rss.xml and broader /rss; no API (RSS only); real-time/continuous; auth: none; granularity: Dhaka-focused national/international with strong local metro reporting.[[8]](https://github.com/plenaryapp/awesome-rss-feeds)

**4. Think tank/NGO/academic projects tracking Dhaka (urban poverty, youth, crisis)**
- **BRAC / BRAC Institute of Governance and Development (BIGD) urban/slum studies**: brac.net or bigd.bracu.ac.bd; no public API (reports/PDFs/datasets on request); periodic (project-based); auth: none or free registration; granularity: Dhaka slums/urban poor settlements, often ward or community level in studies.
- **Bangladesh Institute of Development Studies (BIDS)**: bids.org.bd; no public API; research reports and datasets (some sub-national Dhaka focus on poverty/employment); irregular/project-based; auth: none; granularity: urban Dhaka and division/district.
- **Power and Participation Research Centre (PPRC) or similar urban poverty initiatives**: pprc-bd.org (or affiliated); reports/downloads; periodic; auth: none; granularity: Dhaka urban poor and crisis monitoring.[[9]](https://onthinktanks.org/think-tank/bangladesh-unnayan-gobeshona-protishthan/)

**5. Sub-national ACLED region codes or admin boundaries**
- **HDX / COD-AB Bangladesh Subnational Administrative Boundaries**: https://data.humdata.org/dataset/cod-ab-bgd (or geoBoundaries equivalents); no API (shapefile/GeoJSON downloads); static with periodic updates; auth: none; granularity: Admin 0–3 (divisions, districts/zilas like Dhaka District, upazilas) — directly usable for filtering ACLED events to Dhaka metro.[[2]](https://data.humdata.org/dataset/cod-ab-bgd)
- **ACLED data platform** (with above boundaries): acleddata.com; API available (free registration for researchers); real-time/near-real-time event updates; auth: free (API key); granularity: point-level events filterable by admin codes or polygons for Dhaka Division/District.

These sources emphasize machine-readable or downloadable data where possible. Many municipal/city corporation resources rely on PDFs or RTI requests rather than APIs. BBS open data and HDX boundaries offer the strongest structured options for integration. Verify current status directly, as portals evolve.

**No major shifts from the provided baseline (national youth unemployment 15-24 male at 12.9% in 2025; national instability fuse score 18.4/100) were identified in Cairo metro-specific data or events over the last ~60 days (late March–May 2026).** All available recent data remains national-level (primarily from CAPMAS), with no granular Cairo/provincial metro unemployment or instability metrics located. Cairo-specific developments are limited and do not indicate escalation in youth instability for men aged 18-35.[[1]](https://www.egypttoday.com/Article/3/146772/Egypt%E2%80%99s-jobless-rate-eases-to-6-3-in-2025-as)[[2]](https://meobserver.org/economy/2026/04/30/egypt-jobs-unemployment-falls-to-6-3-in-2025-as-labour-force-expands/)

### 1. Local Labor Market/Unemployment Data Specific to Cairo Metro
No Cairo metro or Greater Cairo (city/provincial) unemployment figures for youth (15-24 or 18-35) were found in recent reports. All 2025–2026 data is national:
- Egypt’s overall unemployment fell to 6.3% in 2025 (from 6.6% in 2024) and 6% in Q1 2026 (CAPMAS).[[1]](https://www.egypttoday.com/Article/3/146772/Egypt%E2%80%99s-jobless-rate-eases-to-6-3-in-2025-as)[[3]](https://www.arabfinance.com/en/news/newdetails/egypt-unemployment-rate-down-to-6-percent-in-q1-2026)
- Youth (15–29) unemployment: 13.2% in 2025 (down 1.7 pp from 2024), with male rates notably lower (e.g., ~8.1% or as low as 3.7% in some breakdowns) vs. much higher female rates (~33.8%).[[1]](https://www.egypttoday.com/Article/3/146772/Egypt%E2%80%99s-jobless-rate-eases-to-6-3-in-2025-as)[[2]](https://meobserver.org/economy/2026/04/30/egypt-jobs-unemployment-falls-to-6-3-in-2025-as-labour-force-expands/)
- Other youth breakdowns (national): 15–19 at 9.8–12.2%; 20–24 around 16.9%; educated youth ~16.8–18.7%.[[4]](https://9cv9recruitment.agency/103-recruitment-in-egypt-statistics-data-trends-for-2026/)[[2]](https://meobserver.org/economy/2026/04/30/egypt-jobs-unemployment-falls-to-6-3-in-2025-as-labour-force-expands/)

These trends show modest national improvement, consistent with or slightly better than the baseline. No Cairo-specific shocks (e.g., mass layoffs in key industries like tourism, manufacturing, or services) reported.

### 2. Political/Security/Economic Events in Cairo Affecting Young Men (18-35)
- **Early business closures (March 2026 onward)**: Egypt imposed early closing times for shops, cafes, and restaurants in Cairo and nationally to conserve oil amid surging energy prices linked to regional conflicts. This directly impacted Cairo nightlife and small businesses, with one café owner reporting a 40% workforce cut (affecting young workers). Broader effects on youth employment in the service sector noted but not quantified for Cairo metro.[[5]](https://apnews.com/article/us-war-israel-iran-middle-east-egypt-economy-oil-aa25e671bcb27bf03b401ae138f36dc9)
- Protests/unrest: No reports of new protests, militia activity, crackdowns, or mass demonstrations in Cairo in April–May 2026. References are to historical events (e.g., pre-2026 or 2011–2023). Strict laws continue to limit gatherings, but no recent flare-ups specific to Cairo youth.[[6]](https://www.hrw.org/world-report/2026/country-chapters/egypt)[[7]](https://www.gov.uk/government/publications/egypt-country-policy-and-information-notes/country-policy-and-information-note-opposition-to-the-state-egypt-march-2026-accessible)
- No evidence of security incidents, economic shocks, or targeted actions disproportionately affecting young men in the metro area.

### 3. NGO/Think-Tank Reports on Cairo’s Youth Situation (Published 2025)
- Limited new 2025–2026 reports focused on Cairo youth instability. Relevant items include workshops/events (e.g., Youth Financial and Digital Inclusion Summit in Cairo, Sept 2025; ERF-World Bank Development Dialogue at Cairo University, Jan 2026) discussing national youth employment challenges, NEET rates (~24% in one mention), and skills/inclusion, but these are not instability-focused or Cairo-metro specific.[[8]](https://aijtid.journals.ekb.eg/article_477335.html?lang=en)[[9]](https://theforum.erf.org.eg/2026/01/19/empowering-egypts-young-people-for-the-future-of-work/)
- Ongoing projects reference Greater Cairo (e.g., refugee/host community livelihoods), but no fresh 2025 instability assessments. Older surveys like SYPE (last major round ~2022) remain the baseline reference.[[10]](https://popcouncil.org/project/survey-of-young-people-in-egypt/)

### 4. Changes to Internet/Mobile Infrastructure in Cairo
No reports of shutdowns, targeted outages, or major rollouts/outages in Cairo during the period. Broader 2026 discussions cover global or other countries’ disruptions (e.g., Uganda, Iran); Egypt references are historical (e.g., 2011).[[11]](https://www.eff.org/deeplinks/2026/04/digital-hopes-real-power-rise-network-shutdowns)[[12]](https://blog.cloudflare.com/q1-2026-internet-disruption-summary/)

**Summary/Flags**: No developments in the last 60 days appear significant enough to shift Cairo’s youth instability picture from the national baseline. National youth unemployment shows slight improvement (with male rates relatively favorable), and the only Cairo-specific economic pressure (early closures) is localized to services without evidence of widespread youth fallout or unrest. Continued monitoring of CAPMAS releases or local Cairo sources recommended for metro-level granularity. All data drawn from public web sources as of late May 2026.

**Here is a compiled bullet list of relevant Cairo-specific (or Egypt sub-national) data sources based on official and accessible web resources.** Focus is strictly on non-inference, real/public data (primarily downloads or feeds; public APIs are rare). Information draws from official sites and aggregators like HDX; details on APIs, frequency, auth, and granularity are noted where verifiable (many Egyptian gov sources emphasize downloads or requests over APIs).[[1]](http://cairo.gov.eg/en/Pages/Statistics.aspx?SubmID=168)[[2]](https://data.humdata.org/dataset/cod-ab-egy)

- **Cairo Governorate Official Portal – Statistics section**: Name/URL: Cairo Governorate Statistics (cairo.gov.eg/en/Pages/Statistics.aspx). API: No. Update frequency: Irregular/periodic (e.g., population estimates to mid-2025). Auth required: None. Geographic granularity: Cairo Governorate (city-level estimates, neighborhoods, age/sex breakdowns via PDF graphs and tables).[[1]](http://cairo.gov.eg/en/Pages/Statistics.aspx?SubmID=168)

- **CAPMAS Central Data Catalog / Microdata portal**: Name/URL: censusinfo.capmas.gov.eg (or capmas.gov.eg; Central Data Catalog and microdata sections). API: No (or partial/limited; primarily catalog search + downloads/requests). Update frequency: Varies (annual bulletins, quarterly labor surveys, monthly informatics). Auth required: None for many public bulletins; registration often needed for microdata/downloads. Geographic granularity: National + sub-national (governorates including Cairo, urban/rural, some finer admin units in censuses/LFS). Covers labor force, population, housing, education, etc.[[3]](https://www.censusinfo.capmas.gov.eg/metadata-en-v4.2/index.php/catalog/central)[[4]](https://www.erfdataportal.com/index.php/catalog/311)

- **CAPMAS Labor Force Survey (LFS) / Labor bulletins**: Name/URL: Via CAPMAS catalog (search “Labor” or “Quarterly Labor Force Survey”). API: No. Update frequency: Quarterly (with annual aggregates). Auth required: None for bulletins; possible registration for detailed files. Geographic granularity: Governorate-level (including Cairo), urban/rural disaggregation; employment/unemployment by characteristics.[[4]](https://www.erfdataportal.com/index.php/catalog/311)[[5]](https://dsbb.imf.org/sddsplus/dqaf-base/country/EGY/category/UEM00)

- **Cairo24 RSS Feed**: Name/URL: cairo24.com/rss.aspx. API: RSS feed (machine-readable). Update frequency: Frequent (near real-time/daily news). Auth required: None. Geographic granularity: Cairo-focused (local news coverage).[[6]](https://rss.feedspot.com/egyptian_news_rss_feeds/)

- **Egypt administrative boundaries (COD-AB) for ACLED filtering**: Name/URL: data.humdata.org/dataset/cod-ab-egy (or geoBoundaries equivalents). API: No (downloads: SHP, GeoJSON, XLSX). Update frequency: Periodic updates (versioned; latest ~2026). Auth required: None. Geographic granularity: Admin 1 (27 governorates, incl. Cairo) and Admin 2 (regions); ideal for filtering ACLED events to Cairo metro/provincial level.[[2]](https://data.humdata.org/dataset/cod-ab-egy)

- **Newsdata.io / NewsAPI Egypt endpoints** (or similar like GNews, Mediastack): Name/URL: newsdata.io or newsapi.org (country=eg filter). API: Yes (REST/JSON). Update frequency: Real-time/headlines. Auth required: Free tier (API key; paid for higher volume). Geographic granularity: Country-level (Egypt) with keyword/search filtering for Cairo; not exclusively local-language but supports Arabic sources.[[7]](https://newsapi.org/s/egypt-news-api)

Additional notes: No dedicated public municipal API or machine-readable open data portal was identified for Cairo Governorate beyond static PDFs. CAPMAS is the primary sub-national source (governorate disaggregation common in LFS/census products). Think tank/NGO projects (e.g., ERF, Tadamun-related studies) yield occasional reports or one-off datasets on Cairo urban poverty/youth but lack ongoing public APIs or regular machine-readable feeds. HDX hosts various Egypt humanitarian/crisis layers useful for Cairo. Always verify current access/terms on sites, as gov portals can change.

**No Lahore metro-specific youth unemployment or labor market data identified in the last 60 days (roughly late March–May 2026).** All available figures remain national or provincial (Punjab). National youth unemployment (15-24, modeled ILO estimate) for Pakistan stood at approximately 9.59% in 2025, consistent with the provided baseline of 9.4% (male-specific).[[1]](https://alfred.stlouisfed.org/series?seid=SLUEM1524ZSPAK)[[2]](https://www.macrotrends.net/global-metrics/countries/pak/pakistan/youth-unemployment-rate)

**Punjab provincial context (encompassing Lahore metro):** Recent reports (May 2026) indicate 3.5 million people in the working-age group unemployed in Punjab, with the provincial unemployment rate exceeding 7% (labor force of 49.4 million per labor force survey data). The provincial government is planning new employment support centres to address youth and general joblessness.[[3]](https://www.facebook.com/streampakistans/posts/youth-unemployment-has-emerged-as-a-major-challenge-in-punjab-where-millions-of-/909468855381635/)[[4]](https://www.instagram.com/p/DX8XVH6gLBo/) This is higher than some prior national headline rates but does not include youth-specific (15-24) breakdowns or Lahore-city disaggregation. A April 2026 policy paper presented at the Lahore School of Economics highlighted persistent national issues like high informality (~87% of employment) but offered no new Lahore-specific numbers.[[5]](https://www.gids.org.pk/trapped-in-place/)[[6]](https://www.dawn.com/news/1993365)

**Political, security, or economic events in Lahore affecting young men (18-35):** Several protests occurred in Lahore during the period, including:
- Mid-May 2026 (e.g., around May 14 and May 20): TLP-related protests blocking roads with security deployed; news reports of a “big protest” and mass protests against inflation.[[7]](https://www.youtube.com/watch?v=VMoy1O8_fds)[[8]](https://www.facebook.com/C42.lahore/posts/7pm-news-headlines-14-may-2026-i-city42lahore-city42-latestnews-newsheadlinesdis/998378342690138/)
- April 17, 2026: Federal employees staged protests in Lahore.[[9]](https://www.aninews.in/news/world/asia/pakistani-government-faces-backlash-as-federal-employees-stage-protest-in-lahore20260417135929)

These involved youth participants in some cases but appear contained, with no reports of militia activity, major crackdowns, or mass layoffs in key Lahore industries (e.g., textiles, manufacturing, or services). No significant economic shocks specific to the metro area were identified that would markedly elevate instability beyond the national baseline (instability fuse score 19.2/100).

**NGO or think-tank reports on Lahore’s youth situation (2025–2026):** No new dedicated reports focused on Lahore youth instability were found. Broader Pakistan discussions (e.g., youth bulge challenges, skills mismatches, and NEET rates) continue in national outlets and academic papers, but none provide Lahore metro granularity or updates shifting the baseline picture.[[10]](https://www.paradigmshift.com.pk/pakistan-youth-unemployment/)

**Internet/mobile infrastructure changes in Lahore:** No shutdowns, targeted outages, or major rollouts specific to Lahore in the last 60 days. Earlier 2026 national slowdowns or maintenance issues (e.g., January submarine cable problems) were not repeated in recent Lahore reports.[[11]](https://www.facebook.com/ProPakistani/posts/the-pakistan-telecommunication-authority-pta-has-clarified-reports-suggesting-th/1342410727922915/)[[12]](https://www.pakistantoday.com.pk/2026/01/01/internet-services-disrupted-across-pakistan-due-to-outage)

**Assessment vs. baseline:** No developments identified that would significantly shift the youth instability picture for Lahore metro from the national baseline (9.4% youth unemployment; 19.2/100 fuse score). Provincial Punjab data shows ongoing pressures (7%+ overall unemployment, employment support initiatives), and localized protests reflect economic grievances, but these remain within typical patterns without escalation indicators. Continued monitoring of Punjab labor force surveys and Lahore-specific news is recommended, as city-level data remains scarce. 

Sources primarily include recent web search results from ILO/World Bank-linked data, Pakistani news outlets, provincial reports, and academic presentations (e.g., Dawn, Gallup Pakistan references, Lahore School of Economics).

**Punjab Bureau of Statistics (BoS Punjab) – Punjab Development Statistics and related surveys**  
- URL: https://bos.punjab.gov.pk/ (main); datasets at https://bos.punjab.gov.pk/dataset  
- API: No  
- Update frequency: Periodic/annual (e.g., Punjab Development Statistics reports, MICS Punjab)  
- Auth required: None (public downloads, often Excel/CSV/PDF)  
- Geographic granularity: Provincial (Punjab-wide); some district- or urban-level indicators (Lahore as capital district)[[1]](https://bos.punjab.gov.pk/)[[2]](https://bos.punjab.gov.pk/dataset)

**Pakistan Bureau of Statistics (PBS) – Labour Force Survey (LFS)**  
- URL: https://www.pbs.gov.pk/labour-force-statistics/  
- API: No (primarily PDF reports and tables; microdata occasionally available via request)  
- Update frequency: Annual (with quarterly elements in recent rounds); latest 2024-25 report includes provincial breakdowns  
- Auth required: None for reports  
- Geographic granularity: National + provincial (Punjab-specific unemployment, labor force, youth NEET, informal employment); urban/rural disaggregation available but not always city-level for Lahore metro[[3]](https://www.pbs.gov.pk/labour-force-statistics/)[[4]](https://www.pbs.gov.pk/docs/labour-force-survey-section/)

**Express Tribune / Dawn / The News / UrduPoint RSS feeds (Lahore coverage)**  
- URL examples: https://tribune.com.pk/rss (multiple category feeds); Dawn/UrduPoint RSS equivalents widely available via feed aggregators  
- API: No (RSS/Atom feeds for syndication)  
- Update frequency: Real-time to daily  
- Auth required: None  
- Geographic granularity: National + strong Lahore/Punjab local news sections (protests, youth issues, urban events)[[5]](https://tribune.com.pk/rss)[[6]](https://rss.feedspot.com/pakistan_news_rss_feeds/)

**ACLED (Pakistan dataset) + subnational admin boundaries (HDX COD-AB or geoBoundaries)**  
- URL: https://acleddata.com/ (data access); boundaries at https://data.humdata.org/dataset/cod-ab-pak (Lahore = Punjab ADM2 district) or geoBoundaries Pakistan  
- API: Yes (full access via free registration + API key; export tool also available)  
- Update frequency: Weekly  
- Auth required: Free registration (myACLED account)  
- Geographic granularity: Subnational (events filterable by ADM2 district code for Lahore or coordinates; covers protests, violence, instability events)[[7]](https://data.humdata.org/dataset/cod-ab-pak)[[8]](https://acleddata.com/faq/how-can-i-access-and-use-acled-data)

**Social Policy and Development Centre (SPDC) – Poverty and urban analysis reports**  
- URL: https://www.spdc.org.pk/  
- API: No (research reports and briefs, often PDF/Excel)  
- Update frequency: Periodic (e.g., annual or ad-hoc poverty updates with urban focus)  
- Auth required: None (public downloads)  
- Geographic granularity: National with urban/rural and some provincial disaggregation; relevant for Lahore urban poverty and youth-related instability metrics[[9]](https://www.spdc.org.pk/)

**Lahore Development Authority (LDA) – Development and planning data**  
- URL: https://lda.gop.pk/  
- API: No (reports, regulations, and procurement documents; some data downloads)  
- Update frequency: As available (project-specific)  
- Auth required: None  
- Geographic granularity: Lahore metropolitan / urban development focus

**Additional notes**: PBS 2023 Population Census district tables (https://census23.pbos.gov.pk/) provide baseline demographics for Lahore district. OpenData.com.pk hosts some compiled district-level Pakistan datasets (including Lahore). No dedicated public municipal Lahore API was identified; provincial (Punjab BoS) and national subnational sources are the most accessible machine-readable options. ACLED boundaries enable precise filtering to Lahore without inference. All listed sources are publicly accessible or require only free registration.

**No significant new Karachi metro-specific youth unemployment data (15-24 or 18-35 males) or labor market reports were identified in searches covering the last ~60 days (late March–late May 2026).** National figures remain the baseline reference (youth unemployment ~9.5–9.6% for 2025 per World Bank/ILO modeled estimates and St. Louis Fed data).[[1]](https://alfred.stlouisfed.org/series?seid=SLUEM1524ZSPAK)[[2]](https://data.worldbank.org/indicator/SL.UEM.1524.ZS?locations=PK)

Older provincial/divisional data (e.g., 2023 PBS-derived figures) showed Karachi division youth unemployment at 11.2% (highest in Sindh), but nothing updates this for 2026 at the metro level. A January 2026 District Vulnerability Index Pakistan (DVIP) report noted low unemployment-to-population ratios in parts of Karachi (e.g., Karachi Central ~5.7%), contrasting with higher figures elsewhere in Sindh.[[3]](https://fafen.org/dvip-1-in-4-districts-have-20-unemployment-to-population-ratio/)

**Major security/political event with youth implications (March 1, 2026):** Large protests in Karachi (primarily Shia Muslim demonstrators) against US/Israel actions in the Iran conflict, including strikes and the reported assassination of Iranian Supreme Leader Ali Khamenei. Protesters breached barricades at the US Consulate General in Karachi, set fire to a police post, and engaged in clashes, vandalism, and arson. Reports cite 10–22 deaths and 60–120+ injuries in Karachi clashes (with additional incidents noted elsewhere in Pakistan). Security forces dispersed crowds; this involved young male participants in street protests amid regional tensions.[[4]](https://en.wikipedia.org/wiki/2026_attack_on_the_United_States_consulate_in_Karachi)[[5]](https://www.instagram.com/reel/DVVUTXkAK6w/)[[6]](https://www.instagram.com/reel/DVXa59uAG2A/)[[7]](https://m.economictimes.com/news/international/world-news/at-least-22-killed-and-more-than-120-wounded-in-pakistan-as-protesters-try-to-storm-us-consulate/articleshow/128923183.cms)

This represents a notable spike in urban security incidents and anti-Western sentiment in Karachi but appears tied to a specific external trigger rather than ongoing local economic or militia-driven instability. No reports of sustained militia activity, mass youth-targeted crackdowns, or broad economic shocks (e.g., port/industry layoffs) in Karachi during the period. A February 2026 workers’ rally in Karachi protested forced layoffs, but this falls slightly outside the strict 60-day window.[[8]](https://www.youtube.com/shorts/sIv14fvJnXA)

**NGO/think-tank reports:** No new 2025 (or 2026) Karachi- or youth-specific reports from major local organizations (e.g., SPDC in Karachi released poverty estimates for a 2025 scenario showing elevated national poverty at ~43.5%, but not youth-focused or post-March 2026). General references to youth think tanks or platforms exist but lack recent publications tied to instability indicators.[[9]](https://www.spdc.org.pk/)

**Internet/mobile infrastructure:** No politically motivated shutdowns or targeted outages in Karachi. General Pakistan-wide slowdowns/outages reported due to submarine cable maintenance or damage (e.g., January 2026 and planned May 11–18, 2026 repairs), with PTA statements addressing national impacts. No Karachi-specific disruptions flagged in the period.[[10]](https://www.facebook.com/ProPakistani/posts/the-pakistan-telecommunication-authority-pta-has-clarified-reports-suggesting-th/1342410727922915/)[[11]](https://www.instagram.com/p/DW5m0K0DU3M/)

**Overall assessment:** No developments identified that would materially shift the national baseline instability picture (youth unemployment ~9.4–9.6%; fuse score 19.2/100) specifically for Karachi metro. The March 1 consulate protests stand out as a localized security flare-up involving youth but do not indicate broader structural changes in labor markets, sustained unrest, or infrastructure controls. Continued monitoring of Sindh/Karachi PBS or SPDC releases recommended for metro-level granularity.

**Bullet list of Karachi-specific (city/provincial) data sources:**

- **Sindh Bureau of Statistics (SBoS)**: https://sbos.sindh.gov.pk/ (Development Statistics of Sindh PDFs and "Sindh in Figures" reports); API: no; update frequency: irregular/annual or periodic; auth required: none; geographic granularity: provincial (Sindh), with some district-level breakdowns.[[1]](https://sbos.sindh.gov.pk/files/SBOS/Development%20Statistics/DS-2020%20(25-01-2022).pdf)

- **Sindh Data Portal (Data for Development)**: https://devx1.d4dpak.com/dataset/37; API: no (machine-readable downloads/datasets); update frequency: periodic (e.g., SDS2022–2024 releases); auth required: none; geographic granularity: provincial/district (Sindh-focused, covering demography, economy, crimes, etc.).

- **Pakistan Bureau of Statistics (PBS) Labour Force Survey (LFS)**: https://www.pbs.gov.pk/labour-force-statistics/ (annual reports with provincial tables); API: no (reports + possible microdata access); update frequency: annual; auth required: none; geographic granularity: provincial (Sindh, urban/rural domains; district codes available in supporting materials).[[2]](https://www.pbs.gov.pk/labour-force-statistics/)

- **The Express Tribune RSS feeds**: https://tribune.com.pk/rss/ or https://tribune.com.pk/feed/home; API: yes (RSS); update frequency: multiple times daily; auth required: none; geographic granularity: national with strong Karachi/Sindh coverage.

- **Jang (Urdu) RSS feeds**: https://jang.com.pk/rss/; API: yes (RSS); update frequency: multiple times daily; auth required: none; geographic granularity: national/provincial with Karachi focus.

- **Daily Ummat Karachi (Urdu news)**: Multiple RSS options via aggregators (e.g., feedspot listings); API: yes (RSS); update frequency: daily; auth required: none; geographic granularity: city/provincial (Karachi-specific Urdu coverage).

- **Urban Resource Centre (URC) Karachi**: https://urckarachi.org/; API: no (research reports, forums, and transformed news insights on housing, transport, economy, urban issues); update frequency: irregular; auth required: none; geographic granularity: city-specific (Karachi urban poverty, infrastructure, community data).[[3]](https://urckarachi.org/)

- **ACLED (subnational filtering for Karachi)**: https://acleddata.com/ (Pakistan country data + Explorer); API: yes (platform/API access); update frequency: near real-time; auth required: free myACLED account; geographic granularity: subnational (admin level 1–3 boundaries; filter events to Sindh province/Karachi district using COD-AB boundaries or event locations).[[4]](https://acleddata.com/)

- **COD-AB Pakistan administrative boundaries (HDX)**: https://data.humdata.org/dataset/cod-ab-pak; API: no (downloadable shapefiles/GeoJSON/XLSX); update frequency: periodic; auth required: none; geographic granularity: admin levels 0–3 (province/district for Karachi filtering in ACLED or other datasets).[[5]](https://data.humdata.org/dataset/cod-ab-pak)

No public APIs or machine-readable portals were identified for the Karachi Metropolitan Corporation (KMC) beyond service portals; data is primarily in reports or ad-hoc. PBS LFS provides the strongest official sub-national labor disaggregation (provincial, not always Karachi metro-specific). All listed sources are publicly accessible without paid tiers.

**No Kano metro-specific (city or provincial) youth unemployment or labor market data was identified for the last 60 days (approx. late March–May 2026).** National figures remain the primary reference (e.g., modeled youth unemployment around 5.34% for ages 15-24 in 2025 per ILO/FRED data, versus the provided 4.4% baseline).[[1]](https://fred.stlouisfed.org/series/SLUEM1524ZSNGA)[[2]](https://data.worldbank.org/indicator/SL.UEM.1524.ZS?locations=NG)

State-level interventions continue from earlier 2026 announcements. Kano State Government plans to train at least 50,000 youths in practical skills and entrepreneurship by end-2026 to address unemployment and promote self-reliance (announced January 2026; implementation ongoing).[[3]](https://www.legit.ng/business-economy/economy/1692012-nigerian-state-set-train-50000-youths-2026-reduce-unemployment/)[[4]](https://www.facebook.com/punchnewspaper/posts/%F0%9D%97%9E%F0%9D%97%AE%F0%9D%97%BB%F0%9D%97%BC-%F0%9D%98%81%F0%9D%97%BF%F0%9D%97%AE%F0%9D%97%B6%F0%9D%97%BB%F0%9D%98%80-50000-%F0%9D%98%86%F0%9D%97%BC%F0%9D%98%82%F0%9D%98%81%F0%9D%97%B5%F0%9D%98%80-%F0%9D%97%B6%F0%9D%97%BB-%F0%9D%97%B1%F0%9D%97%B6%F0%9D%98%83%F0%9D%97%B2%F0%9D%97%BF%F0%9D%98%80%F0%9D%97%B2-%F0%9D%98%80%F0%9D%97%B8%F0%9D%97%B6%F0%9D%97%B9%F0%9D%97%B9%F0%9D%98%80-the-kano-state-government-plans-to-tr/1328346772662836/) Additional smaller-scale or related skills programs (e.g., ITF artisan training in the North-West region, including Kano) have been noted but lack fresh metro-specific metrics.[[5]](https://www.instagram.com/reel/DTSN6EwE7h0/)

**Security and political/economic events affecting young men (18-35):** The most notable recent development is Kano State’s “Safe Corridor Project” amnesty and rehabilitation initiative for repentant thugs. In May 2026, the state government flagged off/inspected facilities for a program targeting around 1,500 young participants involved in thuggery, drug abuse, phone snatching, and petty crimes. This includes profiling 718 individuals (with ~960 more in pipeline phases), in partnership with police, NDLEA, and others for counseling, rehabilitation, civic education, and reintegration. Funding references include over ₦600 million allocated. The program aims to reduce crime, political thuggery, and youth restiveness while restoring social stability.[[6]](https://www.facebook.com/100078690596947/posts/watch-kano-state-govt-flags-off-amnesty-for-1500-repentant-thugs/998782489421428/)[[7]](https://radionigerialagos.gov.ng/kano-government-police-profile-718-repentant-thugs-for-amnesty/)[[8]](https://www.instagram.com/reel/DYwqKjZo6Vn/)

Banditry and related insecurity persist in Kano border/rural LGAs (e.g., Tsanyawa, Shanono), with incidents involving abductions, killings, and clashes reported into early 2026 (including a March 2026 failed arrest operation against a bandit leader that left one dead and others injured). A May 2026 news segment referenced an attack in Yankamai community (Zaria LGA context, possibly cross-border or reporting overlap with Kano State areas), resulting in 5 deaths and 4 injuries from ~30 armed men on motorcycles. These primarily affect rural/peripheral areas rather than core Kano metro but can impact youth as victims, recruits, or through broader instability.[[9]](https://www.youtube.com/watch?v=8BtlaRBY3qo)[[10]](https://dailypost.ng/2026/03/23/one-dead-several-injured-in-failed-arrest-of-kano-bandit-leader/) No major protests, militia surges, mass layoffs in city industries, or economic shocks specific to Kano metro were identified in the window.

**NGO or think-tank reports on Kano’s youth situation published in 2025:** No new, Kano-specific reports from NGOs or think tanks were surfaced in recent searches for 2025–2026 publications. Broader national or regional analyses (e.g., BTI 2026 Nigeria report) reference Kano contextually (e.g., Hisbah activities) but do not provide fresh youth instability data.[[11]](https://bti-project.org/en/reports/country-report/NGA)

**Internet/mobile infrastructure changes:** No reports of shutdowns, major outages, or significant rollouts specific to Kano in the last 60 days. Earlier scheduled power outages (KEDCO, extending into early 2026) could indirectly affect connectivity but are outside the strict recent window and not internet-specific.[[12]](https://www.facebook.com/groups/1491189601025934/posts/3990068474471355/)

**Assessment vs. baseline:** No data indicates a significant shift in the instability picture for Kano metro. Positive notes include the active amnesty/rehabilitation push targeting youth involved in crime/restiveness (potentially reducing localized risks) and ongoing skills training commitments. Persistent banditry in peripheral areas remains a concern but shows no clear escalation in the period. Continued monitoring of implementation outcomes for the Safe Corridor and training programs would be relevant. All details drawn from public news and government announcements; primary sources include legit.ng, AIT/Facebook/Instagram clips (May 2026), Radio Nigeria, and related coverage.

**Here is a bullet list of identified non-inference, Kano-specific (or sub-national Nigeria) data sources meeting the criteria.** Information is drawn from official sites, data portals, and project pages; many state-level sources offer limited public machine-readable access beyond downloads or filtered queries. Kano State Bureau of Statistics (KSBS) has limited public digital presence.[[1]](https://www.nigerianstat.gov.ng/)[[1]](https://www.nigerianstat.gov.ng/)

- **Nigeria National Bureau of Statistics (NBS) Open Data Portal / elibrary**: https://nigeria.opendataforafrica.org/ and https://www.nigerianstat.gov.ng/elibrary (plus microdata.nigerianstat.gov.ng); API: no/partial (downloads and visualization tools, older mentions of potential APIs but not confirmed public); update frequency: quarterly/annual (e.g., GDP, Labour Force Survey); auth: none (free downloads); granularity: national + state-level (including Kano State GDP 2019–2023, unemployment/labor metrics by state).[[1]](https://www.nigerianstat.gov.ng/)[[2]](https://www.facebook.com/aliyuisaaliyu/posts/press-releasekano-state-bureau-of-statisticsnbs-releases-official-sub-national-g/24743757591910661/)
- **Nigeria Data API (ngdata.udeh.ng)**: https://ngdata.udeh.ng/; API: yes (REST API with free tier of 50k requests); update frequency: not specified (ongoing, covers current demographics/economy); auth: free account (none/paid tiers); granularity: state + LGA (44 LGAs in Kano, plus demographics/geography/economy).[[3]](https://ngdata.udeh.ng/)
- **Humanitarian Data Exchange (HDX) Nigeria Subnational Administrative Boundaries (COD-AB)**: https://data.humdata.org/dataset/cod-ab-nga; API: no (downloadable GeoJSON/SHP/XLSX); update frequency: periodic (latest ~2026); auth: none; granularity: Admin 1 (Kano State), Admin 2 (774 LGAs including Kano’s 44), Admin 3 (wards, partial) — ideal for filtering ACLED events to Kano metro/LGAs.[[4]](https://data.humdata.org/dataset/cod-ab-nga)
- **Daily Trust (Kano/northern Nigeria coverage)**: https://dailytrust.com/ (RSS feeds available via site/podcasts); API: no (RSS feeds); update frequency: daily; auth: none; granularity: city/state (strong Kano-specific reporting, including politics, economy, youth issues; Hausa/English content).[[5]](https://dailytrust.com/)
- **Nigeria News API (covers Kano-relevant Nigerian sources)**: https://worldnewsapi.com/docs/news-sources/nigeria-news-api/; API: yes; update frequency: real-time/daily (1,000+ items/day across 65 NG sources); auth: free plan available (paid tiers); granularity: national with source-level filtering (includes outlets covering Kano).[[6]](https://worldnewsapi.com/docs/news-sources/nigeria-news-api/)
- **Oxford Poverty and Human Development Initiative (OPHI) Nigeria Multidimensional Poverty Index (2022)**: https://ophi.org.uk/ (report with state/senatorial data); API: no (PDF/report with tables); update frequency: one-off or periodic (2022 data, with sub-state breakdowns); auth: none; granularity: state + senatorial districts (e.g., Kano Central vs. South poverty rates 50–77%).[[7]](https://ophi.org.uk/sites/default/files/2024-05/Nigeria_MPI_2022_report.pdf)
- **Development Research and Projects Centre (dRPC)**: https://drpcngr.org/ (Kano-focused social protection/youth monitoring); API: no (reports/publications); update frequency: project-based (ongoing monitoring of NSIP programs in Kano); auth: none; granularity: state/project (Kano-specific third-party monitoring of youth/women empowerment, poverty).[[8]](https://drpcngr.org/social-protection/)
- **DAI Youth-Powered Ecosystem for Adolescent Health (YPE4AH) Kano project**: Project pages/factsheets on dai.com (Kano-specific youth hubs); API: no (reports/factsheets); update frequency: project lifecycle (e.g., 2024 sustainability plan); auth: none; granularity: city/state (Lagos/Kano urban youth/adolescent data, >66k reached).[[9]](https://www.dai.com/our-work/projects/nigeria-improving-adolescent-health-and-well-being-in-urban-areas)

**Notes**: KSBS itself lacks a prominent public website or confirmed API/downloads portal (data often flows through NBS or ad-hoc releases). Sub-national labor data is primarily state-level via NBS Labour Force Survey. No dedicated Kano municipal open data API was identified. ACLED users can filter via the HDX boundaries or ACLED’s subnational tools. Local Hausa-language sources are limited in structured feeds but covered in broader NG news APIs or Daily Trust. Always verify current access/terms directly, as availability can change.

**No major developments in the last ~60 days (late March–May 29, 2026) indicate a significant shift in the youth instability picture for Lagos metro from the provided national baseline (youth unemployment 15-24 male: 4.4% in 2025; national instability fuse score: 19.9/100).** Lagos-specific data remains scarce; most available figures are national or older. Ongoing state-level initiatives focus on skills training and job placement rather than new shocks.[[1]](https://lsetf.ng/latest-news)[[2]](https://www.facebook.com/followlasg/posts/bridging-talent-and-opportunity-on-21st-may-2026-the-lagos-state-employment-trus/1442619544562761/)

**1. Local labor market/unemployment data specific to Lagos metro:**  
No new official Lagos metro (city/provincial) unemployment statistics for 2026 were identified in recent sources. National youth unemployment figures vary by source and definition (e.g., official rates around 6.5% in Q2 2024 per NBS data cited in 2026 reports, with broader underemployment estimates much higher at 33–42% in some 2025 analyses), but nothing disaggregated for Lagos.[[3]](https://tradingeconomics.com/nigeria/youth-unemployment-rate)[[4]](https://www.researchgate.net/publication/395673402_Youth_Unemployment_and_Its_Impact_on_Nigeria's_Socio-Economic_Landscape)

Lagos State Employment Trust Fund (LSETF) continues active programming. Key May 2026 updates include:  
- LSETF Career Expo 2026 (powered by GIZ SKYE II, German/Swiss-funded), which connected 305 trained young Lagosians with 29 employers across tech, finance, creative industries, logistics, etc., including on-the-spot interviews, CV reviews, and internship/permanent role offers (reported around mid-May 2026).[[5]](https://ng.linkedin.com/company/lsetf)[[1]](https://lsetf.ng/latest-news)  
- Get Hired Recruitment Fair (May 21, 2026, in partnership with King’s Trust International and Field of Skills and Dreams) onboarded over 300 young Lagosians, with 160+ completing hands-on employability training; 20+ employers participated in recruitment activities.[[2]](https://www.facebook.com/followlasg/posts/bridging-talent-and-opportunity-on-21st-may-2026-the-lagos-state-employment-trus/1442619544562761/)  
- References to LSESP Phase 3 (targeting 2,000 additional youths/SMBs in sectors like leather works, CNG conversion, digital skills, and creative fashion).[[6]](https://www.instagram.com/reel/DYh24YbKrc3/)

These represent continued positive interventions but no new quantitative unemployment drops or spikes specific to Lagos.

**2. Political, security, or economic events in Lagos affecting young men (18-35):**  
No reports of new protests, militia activity, mass layoffs, or major economic shocks/cracksdowns in Lagos during the last 60 days. Earlier waves (e.g., 2024 #EndBadGovernance or cost-of-living protests, and some 2025 Gen Z-related actions) are referenced in background pieces, but nothing recent or escalating in Lagos metro.[[7]](https://www.asisonline.org/security-management-magazine/latest-news/today-in-security/2025/october/gen-z-protests/)[[8]](https://wagingnonviolence.org/2025/09/africa-gen-z-uprising-year-later/)

LSETF and state efforts emphasize job readiness and placement as a stabilizing measure.

**3. NGO or think-tank reports on Lagos youth situation (published 2025):**  
Limited new 2025-specific Lagos-focused reports surfaced. Relevant items include:  
- Mastercard Foundation *Africa Youth Employment Outlook 2026* (Feb 10, 2026), noting urbanization and urban youth employment trends across Africa (including Nigeria context) but no Lagos-specific numbers.[[9]](https://mastercardfdn.org/en/our-research/africa-youth-employment-outlook-2026/)  
- Ongoing work by groups like NISER (e.g., Youth Futures Project) and APRI (e.g., green tech/youth employment in Nigerian solar mini-grids), but these are not newly published Lagos-centric reports from 2025.[[10]](https://niser.gov.ng/v2/)[[11]](https://afripoli.org/)

Older references (e.g., Brookings on LSETF initiatives) continue to be cited.

**4. Changes to internet/mobile infrastructure in Lagos:**  
No Lagos- or Nigeria-specific internet shutdowns, major rollouts, or outages reported in Q1/Q2 2026 sources. Broader Q1 2026 Cloudflare summaries note disruptions elsewhere (e.g., Congo cable issues) but none tied to Lagos.[[12]](https://blog.cloudflare.com/q1-2026-internet-disruption-summary/) Power-related blackouts in Lagos were noted in isolated social media posts, but these do not appear linked to internet/mobile infrastructure changes.

**Overall assessment:** No flagged developments would meaningfully alter the baseline instability indicators for Lagos metro. State programming (LSETF events in May 2026) shows continued focus on youth employability, which aligns with addressing rather than exacerbating risks. National-level data gaps persist for granular Lagos tracking. Sources primarily include LSETF announcements, news aggregators (e.g., TheCable, Guardian Nigeria), and think-tank overviews (Mastercard Foundation, Cloudflare). For deeper local stats, direct NBS or Lagos State Bureau of Statistics releases would be needed.

**Lagos-specific (city/provincial) non-inference data sources:**

- **Lagos Bureau of Statistics / Eko360 Open Data Portal** (https://eko360.ng/): Municipal open data portal with datasets on health, education, economy, environment, crime, GDP estimates, school enrollment, immunization, waste management (often disaggregated by Local Government Areas/LGAs). Downloads in Excel/PDF/Word; no public API mentioned (partial/no); irregular or as-collected updates (historical from ~2009 onward, ongoing releases); auth none/free; geographic granularity: Lagos State + LGA level.[[1]](https://eko360.ng/)

- **Nigeria National Bureau of Statistics (NBS) Open Data Portal / Labour Force Survey reports** (https://nigeria.opendataforafrica.org/ and https://www.nigerianstat.gov.ng/): State-disaggregated data including labour/unemployment (e.g., 2023 NLFS reports with Lagos-specific unemployment ~5.5%, youth unemployment ~10%); Open Data Portal allows state selection/filtering/visualization/downloads. API none (downloads/visualization); quarterly/annual for labour stats; auth none/free; geographic granularity: national + state (Lagos) level, sometimes further indicators.[[2]](https://www.nigerianstat.gov.ng/)

- **ACLED Nigeria data (via export tool/API)** (https://acleddata.com/country/nigeria or API at acleddata.com): Conflict/event data with subnational filtering for Lagos (events/locations explicitly include Lagos metro areas like Ikeja, Agege, etc.; admin boundaries via GADM or ACLED’s own coding). API yes (full access post-registration); near real-time/ongoing updates; auth free myACLED account (registration required, no payment); geographic granularity: subnational (admin 1/2, specific locations/towns in Lagos).[[3]](https://acleddata.com/country/nigeria)

- **Lagos RSS news feeds** (aggregated lists e.g. https://rss.feedspot.com/lagos_rss_feeds/ or individual Nigerian outlets like Punch, Vanguard, Guardian Nigeria with Lagos sections): Multiple public RSS feeds for local English-language coverage of Lagos events, politics, economy, youth issues. API no (standard RSS); high frequency (daily/ongoing); auth none/free; geographic granularity: Lagos-focused or Nigeria with strong Lagos metro coverage. (Limited dedicated local-language/Yoruba APIs or feeds identified in public searches.)

- **NBS microdata or state-specific Labour Force Survey publications** (via nigerianstat.gov.ng or reports): Periodic state-level labour/unemployment extracts (e.g., Lagos unemployment and youth breakdowns in annual/Q reports). API no (downloads/reports); quarterly/annual; auth none/free; geographic granularity: state (Lagos) disaggregation.[[4]](https://lsetf.ng/sites/default/files/Analysis%20of%20the%202023%20Annual%20Labour%20Force%20Survey%20Report%20Lagos%20State%20in%20Perspective_0.pdf)

No comprehensive public municipal statistics bureau API or paid high-granularity real-time feeds were identified beyond the above. Eko360 and NBS portals emphasize downloads over APIs; ACLED provides the strongest programmatic subnational access. Think tank/NGO-specific ongoing Lagos youth/urban poverty trackers with public machine-readable data appear limited (project-based reports rather than sustained portals). Always verify current access/terms directly, as portals can change.

**No major shifts from the national baseline (youth unemployment ~15.5% for males 15-24 in 2025; national instability fuse score 21.9/100) were identified in Delhi NCR-specific data for the last ~60 days (late March–May 28, 2026).** Local metro-area statistics remain limited, with most available figures national or state-level. Delhi NCR (including Noida/Gurugram industrial zones) shows continuity in elevated youth joblessness pressures, with some localized economic protests.[[1]](https://www.threads.com/@todays_statistics/post/DYjut5jmYKC/youth-unemployment-rate-in-india-kerala-telangana-delhi-tamil-nadu-maharastra)[[2]](https://www.ndtv.com/india-news/youth-unemployment-rises-in-early-2026-young-women-affected-most-11485405)

### 1. Local Labor Market/Unemployment Data (Delhi NCR-Specific)
- No new Periodic Labour Force Survey (PLFS) or equivalent releases provide dedicated Delhi NCR metro (city/provincial) unemployment rates for 2026. National youth (15-29) unemployment rose from 14.4% (Dec 2025) to 15.2% (March 2026), with male rates around 14.3% in March 2026. Urban areas generally show higher rates than rural.[[3]](https://www.instagram.com/p/DYoDtLGEQYJ/)[[2]](https://www.ndtv.com/india-news/youth-unemployment-rises-in-early-2026-young-women-affected-most-11485405)
- One May 2026 reference (Threads post citing Azim Premji University *State of Working India 2026* data) lists Delhi youth unemployment at 14.4% (lower than national or some states like Kerala at 18.2%). This aligns with older PLFS patterns where Delhi often recorded relatively lower urban rates (e.g., single-digit in prior quarters).[[1]](https://www.threads.com/@todays_statistics/post/DYjut5jmYKC/youth-unemployment-rate-in-india-kerala-telangana-delhi-tamil-nadu-maharastra)
- Broader context from the *State of Working India 2026* report (released ~March 2026, with Delhi launch event): Emphasizes youth (15-29) labor market challenges nationally, including high educated youth joblessness (~13% for graduates), skills mismatch, and ~40% of informal migrant workers being youth. Delhi/Haryana/Punjab noted as net receivers of young migrants. No Delhi NCR-specific percentages extracted in summaries.[[4]](https://azimpremjiuniversity.edu.in/events/2026/state-of-working-india-2026-delhi)[[5]](https://azimpremjiuniversity.edu.in/media/resources/SWI/SWI-2026/Executive-Summary_SWI2026-16-March.pdf)

**No evidence of mass layoffs or sharp shocks in Delhi NCR industries in the period.**

### 2. Political/Security/Economic Events Affecting Young Men (18-35)
- **February 20, 2026 (borderline recency)**: Indian Youth Congress members (youth wing, including young men) staged a “shirtless” protest at the India AI Impact Summit (Bharat Mandapam, Delhi) against unemployment and a proposed India-US trade deal. Protesters displayed slogans, leading to arrests (at least 4–10 detained) and political controversy. Directly tied to youth economic grievances.[[6]](https://www.bbc.com/news/articles/cp81w4dpx8yo)[[7]](https://timesofindia.indiatimes.com/india/inspired-by-nepals-gen-z-protests-delhi-police-on-congress-shirtless-march-at-ai-summit/articleshow/128637308.cms)
- **April 13, 2026 (within period)**: Significant worker unrest in Noida (Delhi NCR industrial belt, Phase 2 and areas like Sectors 60/62/84). Over 1,000 factory workers protested low wages, clashed with police (lathicharge reported), set vehicles ablaze, and hurled stones. Followed partial wage revisions deemed insufficient amid rising living costs. Affects young industrial workforce (prominent in NCR factories). Ongoing labor code implementation critiques noted.[[8]](https://www.instagram.com/reel/DXXQFHQAqWe/?hl=en)[[9]](https://frontline.thehindu.com/economy/ncr-worker-protests/article70896588.ece)

These represent the most direct local signals of youth/worker discontent in Delhi NCR. No militia activity, large-scale crackdowns, or other security escalations reported.

### 3. NGO/Think-Tank Reports on Delhi NCR Youth (2025–2026)
- **State of Working India 2026** (Azim Premji University, Centre for Sustainable Employment): Primary relevant release. Theme focuses on “Youth in the labour market: Pathways from learning to earning.” Draws on official data; Delhi launch/events in March 2026. Highlights national youth challenges with Delhi as migrant-receiving area. Full report available via university site.[[4]](https://azimpremjiuniversity.edu.in/events/2026/state-of-working-india-2026-delhi)
- No other Delhi NCR-specific NGO or think-tank reports (e.g., on youth instability, employment, or social conditions) published or prominently released in 2025–early 2026 identified in searches.

### 4. Internet/Mobile Infrastructure Changes
- No reported internet/mobile shutdowns, major outages, or significant rollouts specific to Delhi NCR in the last 60 days. Broader Indian shutdown trackers show historical activity in NCT of Delhi (e.g., 4 incidents noted in cumulative 2026 data) but nothing timed to March–May 2026. No disruptions flagged in Noida or metro areas.[[10]](https://internetshutdowns.in/)

**Overall Assessment**: The picture remains consistent with the national baseline. The April 2026 Noida industrial protests stand out as a localized economic stress signal in Delhi NCR that could warrant monitoring for escalation among young male workers. Youth unemployment protests in Delhi (Feb) underscore ongoing grievances. Recommend continued tracking of PLFS quarterly releases and Azim Premji follow-ups for metro-specific insights, as granular Delhi NCR data is scarce. Sources primarily from news aggregators, official PLFS references, and the Azim Premji report.

**Here is a compiled list of relevant non-inference, Delhi NCR-specific (or sub-nationally disaggregated) data sources based on available public information.** These focus on the requested categories, emphasizing machine-readable or downloadable formats where possible. Many Indian government datasets are hosted or indexed on the central OGD platform. Granularity for Delhi NCR is typically at the NCT of Delhi (UT/state) level or urban/rural within it; full NCR (including adjoining districts in Haryana/UP) often requires combining state-level data or filtering.

- **Open Government Data (OGD) Platform India (data.gov.in)**: Central portal aggregating datasets from Indian ministries, states, and urban local bodies. Includes Delhi NCT-specific catalogs (e.g., Government of NCT of Delhi section). URL: https://data.gov.in/ (Delhi filter: https://www.data.gov.in/state_utes/Government%20of%20NCT%20of%20Delhi). API: Yes (236k+ web services/APIs listed; some datasets support direct API access or fetch functions). Update frequency: Varies by source/dataset (often annual/periodic). Auth required: None/free for public access and most APIs. Geographic granularity: National to state/UT (Delhi), some urban local body (ULB) or city-level.[[1]](https://data.gov.in/)

- **Directorate of Economics and Statistics (DES), Government of NCT of Delhi (via Planning Department GNCTD)**: Produces official statistics including Economic Survey of Delhi (GSDP, employment-related indicators, public finance). Data often published as PDFs or contributed to data.gov.in. URL: https://delhiplanning.delhi.gov.in/ (Economic Survey example: PDF downloads). API: Partial (primarily through data.gov.in web services). Update frequency: Annual (e.g., Economic Survey 2023-24). Auth required: None/free. Geographic granularity: Delhi NCT (state/UT level, with some breakdowns).[[2]](https://delhiplanning.delhi.gov.in/sites/default/files/Planning/economic_survey_of_delhi_2023-24_english.pdf)

- **Periodic Labour Force Survey (PLFS), National Statistical Office (NSO)/MoSPI**: Primary source for employment/unemployment indicators (LFPR, WPR, UR) with state/UT-level estimates (including Delhi as urban-focused). Quarterly/annual reports and microdata; recent updates enable higher-frequency (monthly) urban indicators. URL: https://www.mospi.gov.in/ or https://microdata.gov.in/NADA/index.php/catalog/PLFS (publications and microdata catalog). API: Partial (some datasets on data.gov.in; microdata downloads typically require registration/approval). Update frequency: Quarterly bulletins + annual reports (monthly urban bulletins from recent revamps). Auth required: None/free for publications; registration often needed for unit-level/microdata. Geographic granularity: National + state/UT (Delhi) + urban/rural disaggregation.[[3]](https://microdata.gov.in/NADA/index.php/catalog/PLFS)

- **Times of India (TOI) Delhi City RSS Feed (and related Hindi/English city feeds)**: Machine-readable RSS for local Delhi NCR news coverage (English + linked Hindi editions like Navbharat Times). URL: http://timesofindia.indiatimes.com/rssfeeds/-2128839596.cms (Delhi-specific). API: No (RSS feeds only; no dedicated news API from source). Update frequency: Real-time/as published. Auth required: None/free. Geographic granularity: Delhi city/NCR-focused (city-level sections available for other metros too).[[4]](https://timesofindia.indiatimes.com/rss.cms)

- **ACLED (sub-national filtering)**: Event data with admin1/admin2/admin3 codes based on official boundaries. Filter India data using Delhi NCT (or relevant Haryana/UP districts) admin codes for NCR events. URL: https://acleddata.com/ (codebook and data access). API: Yes (standard ACLED API/data exports). Update frequency: Real-time/near real-time updates. Auth required: Free registration for full access (public data). Geographic granularity: Sub-national (admin1 = state/UT like Delhi; admin2/3 for districts/lower).[[5]](https://acleddata.com/methodology/acled-codebook)

**Notes on gaps and additional context**: 
- No prominent dedicated public APIs or machine-readable datasets were identified from municipal corporations (e.g., MCD) beyond OGD aggregation. 
- Think tank/NGO/academic projects with ongoing, accessible Delhi NCR-specific crisis/youth/poverty monitoring data (machine-readable) appear limited in public searches; most are Africa-focused or general national (e.g., Transitions Research on green jobs). Broader aggregators like India Data Portal (https://indiadataportal.com/) may surface additional Delhi datasets. 
- e-Sankhyiki or similar MoSPI portals (mentioned in recent announcements) aim to improve sub-national data access but are still evolving. 
- For NCR-wide coverage, combine Delhi UT data with Haryana/UP state sources via OGD or PLFS. Always verify current access/terms directly, as APIs and availability can change.

**No significant shifts from the national baseline (youth unemployment 15-24 male: 15.5% in 2025; instability fuse score 21.9/100) were identified in Lucknow (Uttar Pradesh) metro-specific data over the last 60 days (roughly late March–May 28, 2026).** Local data remains sparse; most relevant information is state-level (Uttar Pradesh) or from earlier 2025–early 2026 periods. No major protests, security incidents, mass layoffs, or infrastructure disruptions directly tied to youth instability (e.g., economic shocks or crackdowns affecting men aged 18–35) were reported in Lucknow metro.[[1]](https://timesofindia.indiatimes.com/city/lucknow/unemployment-rate-in-up-came-down-from-19-to-2-4-says-cm/articleshow/119442763.cms)[[2]](https://indianexpress.com/article/cities/lucknow/up-budget-yogi-adityanath-stressed-on-job-generator-10527982/)

### 1. Local Labor Market/Unemployment Data (Lucknow/UP Metro-Specific)
- No granular, recent (2026) unemployment figures specific to Lucknow metro or urban Uttar Pradesh youth (15–24 or 18–35) were found in the results. State-level claims (e.g., UP unemployment dropping sharply to 2.4% under the current government, from prior highs around 19%) date primarily to March 2025 or earlier announcements and are not metro-specific.[[1]](https://timesofindia.indiatimes.com/city/lucknow/unemployment-rate-in-up-came-down-from-19-to-2-4-says-cm/articleshow/119442763.cms)
- Broader 2026 context includes national youth (15–29) unemployment around 14.7–15.2% (with male rates lower than female), but nothing Lucknow-specific. UP government initiatives (e.g., skill development via UPSDM, employment fairs, Rozgaar Mahakumbh) continue to target youth placement, with reports of hundreds of thousands trained/placed statewide historically, though no fresh Lucknow metro numbers.[[3]](https://indiamacroindicators.co.in/resources/blogs/india-unemployment-rate-in-2026)[[4]](https://www.facebook.com/PressTrustofIndia/posts/the-uttar-pradesh-government-under-chief-minister-yogi-adityanath-is-focusing-on/1262512966080330/)
- **India Skills Report 2026** highlights Uttar Pradesh youth as having high employability (over 78% job-ready per some summaries), with Lucknow noted as an emerging Tier-2 talent hub alongside strong computer skills in the state. This suggests a relatively positive skills/employability picture versus national averages but lacks Lucknow-specific unemployment rates.[[5]](https://wheebox.com/assets/pdf/ISR_Report_2026.pdf)

### 2. Political/Security/Economic Events Affecting Young Men (18–35) in Lucknow
- **Protests**: Shia community demonstrations occurred in Lucknow (and other Indian cities) in early March 2026 (around March 1) protesting the reported killing of Iran’s Supreme Leader Ayatollah Ali Khamenei in strikes. These involved marches, mourning (black flags/attire), and anti-US/Israel slogans but were framed as religious/foreign-policy solidarity events, not local economic or youth-labor unrest. No reports linked them to broader instability, militia activity, or sustained youth mobilization in Lucknow metro.[[6]](https://www.babushahi.com/full-news.php?id=217829)[[7]](https://www.hindustantimes.com/india-news/protests-in-kashmir-lucknow-bhopal-and-hyderabad-over-khameneis-killing-101772416346509.html)
- No mass layoffs, industry-specific shocks, or crackdowns in Lucknow city industries (e.g., manufacturing, services) were identified in the recent period. Global/US layoff trends in 2026 (e.g., tech/logistics) have no reported direct tie to Lucknow.
- **UP Budget 2026-27** (presented ~Feb 2026, with ongoing relevance): Emphasizes youth employment via industrial expansion, skill development, entrepreneurship, an “AI Mission,” and a new state-level “U-Hub” startup ecosystem (Rs 30 crore corpus) in Lucknow and Gautam Buddha Nagar (Noida). Also includes metro rail expansion in Lucknow. These are framed as job-generation measures for youth but predate the strict 60-day window.[[2]](https://indianexpress.com/article/cities/lucknow/up-budget-yogi-adityanath-stressed-on-job-generator-10527982/)

### 3. NGO/Think-Tank Reports on Lucknow Youth (Published 2025)
- The **India Skills Report 2026** (Wheebox et al.) is the most relevant recent reference, noting positive employability trends for UP youth and Lucknow’s role as a talent hub. No dedicated 2025 Lucknow-specific NGO/think-tank reports on instability or youth situation surfaced in results. Older ILO-related work on UP employment exists but is not 2025-dated or instability-focused.[[5]](https://wheebox.com/assets/pdf/ISR_Report_2026.pdf)

### 4. Internet/Mobile Infrastructure Changes in Lucknow
- No reports of internet/mobile shutdowns, outages, or major rollouts specific to Lucknow metro in the recent period. Broader India/UP historical data shows occasional disruptions elsewhere, but nothing localized here.[[8]](https://internetshutdowns.in/)

**Overall Assessment**: No concrete local developments in the last 60 days indicate a material change to youth instability risks in Lucknow metro relative to the national baseline. Government narratives and reports emphasize ongoing skill/employment pushes and relatively strong UP youth employability metrics. Monitoring should continue for any post-budget implementation updates or localized economic data releases. All cited sources are from web search results; specific URLs are available via the referenced links (e.g., timesofindia.indiatimes.com, indianexpress.com, wheebox.com report PDF).

**Here are Lucknow (Uttar Pradesh)-specific or relevant sub-national data sources** (city/district or provincial granularity), focused on non-inference, real, accessible options. These supplement the country-level sources already in use. Details are based on public web information; verify current status directly as portals evolve.[[1]](https://updes.up.nic.in/esd/index.htm)[[1]](https://updes.up.nic.in/esd/index.htm)

- **UPDES (Directorate of Economics and Statistics / Bureau of Statistics & Economic Research, Government of Uttar Pradesh)**: https://updes.up.nic.in/esd/index.htm (or related portals like data.gov.in state department pages). No dedicated public API (primarily downloads/reports); update frequency varies (e.g., annual Statistical Diary, socio-economic surveys, price/wages data); auth none (public); geographic granularity: state + district (explicitly covers Lucknow district data on economy, surveys, etc.). Machine-readable downloads available in some publications.[[1]](https://updes.up.nic.in/esd/index.htm)[[2]](https://prayagrajdivision.nic.in/division/economic-and-statistics/)

- **MOSPI Periodic Labour Force Survey (PLFS) – State-level reports (Uttar Pradesh disaggregation)**: https://www.mospi.gov.in/ (or data.gov.in / PLFS publications). Partial API access via Open Government Data (OGD) Platform India (data.gov.in/apis, requires free API key for some datasets); annual (with some quarterly urban elements); auth none/free (public reports + microdata requests); geographic granularity: national + state/UT (Uttar Pradesh-specific unemployment, labour force, etc.; not routinely city-level but usable for provincial baseline). Unit-level data available on request.[[3]](https://mospi.gov.in/sites/default/files/publication_reports/nss_Report-543.pdf)[[4]](https://www.pib.gov.in/PressReleaseIframePage.aspx?PRID=2035278)

- **Times of India Lucknow City RSS Feed**: http://timesofindia.indiatimes.com/rssfeeds/-2128819658.cms. RSS feed (machine-readable, API-like consumption); real-time/ongoing updates; auth none; geographic granularity: Lucknow city-specific news/events. Useful for local instability/youth-related signals; English (Hindi alternatives exist via other outlets like Amar Ujala UP feeds).[[5]](https://timesofindia.indiatimes.com/rss.cms)[[5]](https://timesofindia.indiatimes.com/rss.cms)

- **Census of India – District Census Handbook (Lucknow) and related datasets**: https://censusindia.gov.in/ (or https://censusindia.gov.in/nada for specific handbooks like Series 10 Part XII B). No public API (downloads in PDF/Excel); decennial (with some periodic updates); auth none; geographic granularity: district (Lucknow) + urban/rural breakdowns on demographics, housing, etc.[[6]](https://censusindia.gov.in/nada/index.php/catalog/1251)

- **ACLED (Armed Conflict Location & Event Data Project)**: https://acleddata.com/ (global dataset with sub-national fields). Yes, API available (free tier/limited access; full often requires academic/paid institutional access); frequent updates (near real-time events); auth free tier or paid/institutional; geographic granularity: admin1 (Uttar Pradesh state) + admin2 (Lucknow district) for precise filtering of events. Use admin boundaries to subset to Lucknow metro area.[[7]](https://acleddata.com/methodology/acled-codebook)

- **Open Government Data (OGD) Platform India – Uttar Pradesh / MOSPI datasets**: https://www.data.gov.in/ (sector filters for Census, surveys, labour). Yes, APIs available (free API key required for access); varies by dataset (frequent for some); auth free (API key); geographic granularity: national + state/district (Lucknow/UP disaggregations where available, e.g., via state DES contributions). Complements PLFS and census.[[8]](https://www.data.gov.in/apis/?sector=Census%20and%20Surveys)

**Notes**: 
- Few purely Lucknow *city*-level ongoing trackers for youth/poverty/crisis (most are district or state). NITI Aayog or NCAER reports occasionally reference UP but are not dedicated local APIs/downloads.[[9]](https://ncaer.org/wp-content/uploads/2022/12/NCAER-Poverty-Report_Dec_2022.pdf)
- Local Hindi RSS options exist (e.g., via Amar Ujala or other UP-focused feeds) but are less standardized than TOI.
- Always check for machine-readable formats (CSV/Excel/JSON) and licensing on portals. Sub-national labour data remains mostly state-level via PLFS. For boundaries, ACLED or Census shapefiles aid filtering.

**No major negative developments or shifts in Kinshasa metro youth instability indicators over the last ~60 days (late March–May 28, 2026) relative to the national baseline (youth unemployment 9.8% for males 15-24 in 2025; national instability fuse score 24.1/100).** High youth unemployment persists as a structural issue in Kinshasa, with local estimates remaining far above national figures, but a new large-scale World Bank program offers potential mitigation through job creation targeted at youth.[[1]](https://www.state.gov/wp-content/uploads/2025/09/638719_2025-Democratic-Republic-of-the-Congo-Investment-Climate-Statement.pdf)[[2]](https://www.worldbank.org/en/news/feature/2026/05/07/kinshasa-urban-transformation-and-jobs-program-democratic-republic-of-congo-drc-interview-with-hyunji-lee)

**1. Local labor market/unemployment data (Kinshasa-specific):**  
No new official city- or provincial-level unemployment statistics released in the period. Ongoing references confirm chronically high rates: youth (16-24) unemployment in Kinshasa is estimated at close to 70%, with ~90% of household income from the informal sector. This aligns with broader urban-rural disparities noted in 2025 sources (national youth unemployment ~8.5%, but “considerably higher” in Kinshasa, approaching 70%).[[3]](https://www.enabel.be/kinemploi-a-boost-for-kinshasas-youth/)[[1]](https://www.state.gov/wp-content/uploads/2025/09/638719_2025-Democratic-Republic-of-the-Congo-Investment-Climate-Statement.pdf)

A positive development is the World Bank’s **Kin la Belle (Kinshasa Urban Transformation and Jobs Program)**, a $250 million initiative approved around April 28, 2026. It targets 70,000 “more and better-paid jobs” with deliberate focus on women and youth/vulnerable groups. Specifics include support for 45,000 people via labor-intensive public works (LIPW) and skills training (including 17,500 women and 12,000 youth); benefits for ~2 million youth through improved waste collection; and support for SMEs in the waste value chain. Phase 1 emphasizes the city’s first modern sanitary landfill, collection for 3 million residents, and related infrastructure. The program was highlighted in a May 7, 2026, feature interview. This represents a concrete, large-scale intervention that could meaningfully improve youth employment prospects in Kinshasa if implemented effectively.[[2]](https://www.worldbank.org/en/news/feature/2026/05/07/kinshasa-urban-transformation-and-jobs-program-democratic-republic-of-congo-drc-interview-with-hyunji-lee)

Ongoing Belgian Enabel-supported **KinEmploi** project continues vocational training, job coaching, and entrepreneurship support for Kinshasa youth (particularly women), with 2023 results showing 600 supported (89% women) and 528 placed in paid jobs or businesses earning above minimum wage (sectors: digital, hospitality, food processing, photovoltaics). No new 2026 outcome numbers reported.[[3]](https://www.enabel.be/kinemploi-a-boost-for-kinshasas-youth/)

**2. Political/security/economic events affecting young men (18-35) in Kinshasa:**  
No reported protests, militia activity, crackdowns, mass layoffs, or major economic shocks specific to Kinshasa metro in the period. Broader DRC security concerns (e.g., eastern conflicts involving M23, ADF, Codeco in Ituri/North Kivu) remain geographically distant and do not appear to have direct spillover effects on Kinshasa per available reporting. A Human Rights Watch report (April 21, 2026) on peaceful protesters facing military trial references arrests on March 12, 2026—but these occurred in Ituri province (Bunia), not Kinshasa.[[4]](https://www.hrw.org/news/2026/04/21/peaceful-protesters-face-military-trial-in-dr-congo)

National initiatives with potential Kinshasa relevance include a February 2026 plan to train 250,000 youth in digital skills to address employment pressures (youth unemployment cited at 2.5% vs. 1.4% for adults in a 2022 Ministry of Planning study, with high long-term unemployment).[[5]](https://www.ecofinagency.com/news-digital/1802-53044-facing-youth-job-pressures-congo-launches-plan-to-train-250-000-in-digital-skills)

**3. NGO/think-tank reports on Kinshasa youth (2025+):**  
- Dynamo International’s study on street children in Kinshasa (phase 1 final report, September 2025; phase 2 planned late 2025–early 2026) evaluates impacts of protection and socio-professional integration programs.[[6]](https://dynamointernational.org/en/final-report-study-on-street-children-in-kinshasa/)  
- BTI 2026 DRC Country Report notes national youth joblessness above 65% (World Bank 2023 data cited) alongside broader governance/economic challenges.[[7]](https://bti-project.org/en/reports/country-report/COD)  
- Enabel and World Bank materials (as above) provide the most recent operational updates on youth employment programming.

**4. Internet/mobile infrastructure changes in Kinshasa:**  
No reported shutdowns, major outages, or significant rollouts/outages specific to Kinshasa or DRC in the last 60 days. Recent disruptions noted in reporting pertain to the Republic of Congo (Brazzaville) around its March 2026 presidential election.[[8]](https://blog.cloudflare.com/q1-2026-internet-disruption-summary/)

**Overall assessment:** The picture remains consistent with baseline high urban youth unemployment in Kinshasa, with no acute escalatory events flagged. The Kin la Belle program stands out as the most significant recent development with direct potential to positively influence youth employment and stability in the metro area. Monitor implementation progress on job creation targets. All data drawn from the cited sources; national figures continue to understate Kinshasa-specific challenges.

**Key non-inference, accessible data sources for Kinshasa-specific (city/provincial) indicators, focused on the requested categories.** These supplement the country-level sources already in use. Information is based on public web sources as of 2026; verify current status directly as availability can change. Granularity is often at the province/city-province level (Kinshasa is treated as a city-province equivalent to the other 25 provinces). Sub-national disaggregation below province is rarer and typically appears in specific reports or boundary files rather than regular APIs.[[1]](https://ghdx.healthdata.org/organizations/national-institute-statistics-congo-dr)[[2]](https://ins-rdc.org/accueil/organisation/)

- **Institut National de la Statistique (INS) RDC (National Institute of Statistics)**: Official national stats office (Kinshasa-based) producing statistical yearbooks, household surveys (e.g., DHS/MICS-style, poverty, demographics), and some provincial/city disaggregations. URL: https://ins-rdc.org/ (or archived http://www.ins-rdc.org/). API: No (or none publicly documented). Update frequency: Annual or periodic (yearbooks/surveys, e.g., 2017–2024 reports). Auth: None (public downloads/reports). Granularity: National + provincial/city-province (Kinshasa-specific tables in some releases); limited machine-readable bulk downloads.[[1]](https://ghdx.healthdata.org/organizations/national-institute-statistics-congo-dr)[[2]](https://ins-rdc.org/accueil/organisation/)

- **Humanitarian Data Exchange (HDX) – DRC Administrative Boundaries & Population (COD-AB, COD-PS)**: Official/administrative boundary files (levels 0–3) and sex/age-disaggregated population stats for provinces (including Kinshasa as city-province) and lower levels. URL: https://data.humdata.org/dataset/cod-ab-cod (boundaries) and related population datasets. API: No (direct downloads: GeoJSON, SHP, XLSX, geodatabase). Update frequency: Periodic (e.g., 2019–2020 vintages, updated as available). Auth: None (free registration for some). Granularity: Province (admin level 1, Kinshasa), district/territory (level 2), and finer. Excellent for filtering ACLED or other events to Kinshasa.[[3]](https://data.humdata.org/dataset/cod-ab-cod)[[4]](https://data.humdata.org/dataset/cod-ps-cod)

- **ACLED (Armed Conflict Location & Event Data Project) – DRC Country Data**: Conflict/protest events with sub-national geo-coding and admin boundaries. Free account unlocks full sub-national filtering. URL: https://acleddata.com/country/democratic-republic-congo. API: Yes (with free myACLED account; REST/API access for bulk/export). Update frequency: Real-time/near real-time (weekly or better updates). Auth: Free account required for full access/API. Granularity: Event-level with admin codes (province/city like Kinshasa) and precise locations; use HDX boundaries to filter precisely to Kinshasa metro.[[5]](https://acleddata.com/country/democratic-republic-congo)

- **Radio Okapi RSS Feeds**: Independent, French-language (with some local coverage) news outlet focused on DRC, with strong Kinshasa and national/provincial reporting. URL: https://www.radiookapi.net/ (RSS via feeds.feedburner.com/radiookapi/actu or site RSS links). API: No (RSS feeds only). Update frequency: Daily/multiple times per day. Auth: None. Granularity: National + Kinshasa-specific stories/events (useful for qualitative/local signals on youth/instability).[[6]](https://www.radiookapi.net/)[[7]](https://rss.feedspot.com/democratic_republic_of_the_congo_news_rss_feeds/)

- **HDX/UN-Habitat or Related Urban Datasets (e.g., Kinshasa-specific profiles)**: Occasional city-level urban data (poverty, housing, services) from partners; Kinshasa often highlighted. URL: Search data.humdata.org for “Kinshasa” or UN-Habitat DRC pages. API: No (downloads). Update frequency: Ad-hoc/project-based. Auth: None. Granularity: City/commune level in targeted reports (e.g., Masina neighborhood or city profiles).[[8]](https://unhabitat.org/democratic-republic-of-the-congo)

**Notes on gaps and limitations**: No dedicated public municipal statistics API or regular machine-readable sub-provincial labor/unemployment releases were identified from INS or a Kinshasa-specific bureau (Kinshasa data typically folds into national/provincial INS outputs or one-off surveys). Labor/unemployment remains predominantly national (e.g., modeled ILO estimates via World Bank); sub-national city/province breakdowns are rare outside specific reports. Local-language (Lingala) news APIs/RSS are limited; French sources like Radio Okapi dominate accessible feeds. Think tank/NGO tracking (e.g., Search for Common Ground youth reports, NYU CIC housing studies, or Congo Research Group) tends to be one-off or project-specific rather than ongoing structured data feeds.[[9]](https://us.dk/media/ofggkep0/notat-drc-kinshasa.pdf)[[10]](https://www.nyu.edu/about/news-publications/news/2025/february/new-report-unveils-deepening-housing-crisis-in-kinshasa--drc.html)

For production use, prioritize HDX boundaries + ACLED for event filtering, INS reports for socio-economic baselines, and RSS for timely local signals. Always cross-check licensing and scrape/API terms.

**No significant new local labor market or unemployment data specific to Khartoum metro (city/provincial level) was identified for 2026.** Baseline national youth unemployment (15-24 male) remains referenced at 11.8% (2022), with older reports noting high urban youth unemployment (around 40% in pre-war urban areas, disproportionately affecting youth migrating to Khartoum).[[1]](https://blogs.worldbank.org/en/africacan/sudans-women-and-youth-are-severely-economically-deprived-study-sudanese-market-trends)[[2]](https://theforum.erf.org.eg/2023/10/24/sudans-labour-market-in-an-era-of-shocks/) War impacts have driven skyrocketing unemployment and informal employment (94.4% in 2022 data, likely worsened), with one estimate projecting overall unemployment nearing 47% nationally due to destroyed capital-based sectors.[[3]](https://fundforyouthemployment.nl/sudan-portfolio/)[[4]](https://bti-project.org/en/reports/country-report/SDN) Job listings (e.g., NGO/aid roles in Khartoum) indicate limited formal activity, primarily in humanitarian sectors, but no aggregate stats or reports quantify metro-specific youth (18-35) rates.[[5]](https://sudanjob.net/)

**Security/economic events in Khartoum affecting young men (last ~60 days, ~late March–May 28, 2026):** Khartoum remains under Sudanese Armed Forces (SAF) control following its recapture in March 2025, with the government returning from Port Sudan in January 2026.[[6]](https://interactive.aljazeera.com/aje/2026/sudan-under-fire/)[[7]](https://freedomhouse.org/country/sudan/freedom-world/2026) Recovery is slow and uneven, with damaged infrastructure, power/water shortages, and cautious returns of displaced residents (over 3 million fled during fighting).[[8]](https://www.aljazeera.com/news/2026/5/19/khartoums-slow-recovery-amid-cautious-return)[[9]](https://www.instagram.com/reel/DT5gU0Ej8Kd/?hl=en) Sporadic RSF drone strikes hit southern Khartoum areas (e.g., Jebel Awliya/Jebel Aulia in early May 2026), killing at least five civilians in one reported incident (second strike in a week); these pose risks amid fragile calm.[[10]](https://www.aljazeera.com/news/2026/5/2/khartoum-drone-strike-kills-five-sudan-ngo-reports)[[11]](https://sudantribune.com/article/313383) No major protests, militia takeovers, mass layoffs, or crackdowns reported specifically in the metro area during this period (nationwide or other-region actions, such as a professors' strike in late March, noted elsewhere).[[12]](https://www.dabangasudan.org/en/all-news/article/sudan-timeline-january-march-2026-communities-shattered-by-conflict-amid-explosive-international-events) Economic shocks persist via destroyed livelihoods and services, but no acute new events flagged.

**No NGO or think-tank reports specifically on Khartoum's youth situation published in 2025 were identified in results.** General sources like the BTI 2026 Sudan Country Report note war-driven unemployment spikes, poverty (especially among women/youth), and informal work dominance but lack Khartoum-specific youth focus or 2025–2026 updates.[[4]](https://bti-project.org/en/reports/country-report/SDN) Older surveys (e.g., pre-war Carter Center youth data) highlight unemployment, service access, and security concerns as priorities.

**No changes to internet/mobile infrastructure (shutdowns, rollouts, or major outages) reported in Khartoum for 2026.** Connectivity remains patchy overall due to prior conflict damage; Starlink has served as a fragile alternative in some areas (including parts of Khartoum State) but faces restrictions, black-market issues, and past disruptions (e.g., 2024–2025 events).[[13]](https://timep.org/2024/09/19/internet-in-conflict-sudans-battle-for-connection/)[[14]](https://www.geeska.com/en/starlink-ruins-sudans-networks) No 2026-specific incidents noted.

**Assessment vs. baseline:** No developments in the last 60 days appear to significantly shift the instability picture from the provided national baseline. Khartoum shows fragile stabilization and slow rebuilding under SAF control, with persistent war damage, service gaps, and sporadic external threats (e.g., drones) sustaining high underlying risks for youth, but without new quantified spikes in unemployment, mass unrest, or infrastructure blackouts. Ongoing humanitarian needs and displacement returns remain key contextual factors. All data drawn from available web sources as of late May 2026; local granular metrics remain scarce amid the conflict.

**Central Bureau of Statistics (CBS) Sudan (national office with sub-national/state-level data including Khartoum State)**: http://www.cbs.gov.sd/ (or via partnerships like SLMPS). No public API identified (reports/surveys available); irregular updates (survey-based, e.g., labor data); auth none for public reports (microdata may require registration); geographic granularity: national + state/provincial (Khartoum State disaggregated in some outputs like population, labor).[[1]](https://data.un.org/CountryProfile.aspx/_Images/CountryProfile.aspx?crName=Sudan)[[2]](https://ghdx.healthdata.org/organizations/central-bureau-statistics-sudan)

**Sudan Data Portal (opendataforafrica.org, powered by CBS/AfDB)**: https://sudan.opendataforafrica.org/. No dedicated API (interactive portal with downloads); updates vary by dataset (some indicators state-level); auth none; geographic granularity: state-level (explicit Khartoum and sub-areas selectable).[[3]](https://sudan.opendataforafrica.org/)

**Sudan Labor Market Panel Survey (SLMPS) 2022 (ERF + CBS collaboration)**: https://www.erfdataportal.com/index.php/catalog/265. No public API (microdata download after free researcher registration); one-time 2022 wave (planned longitudinal but not yet updated); auth free registration + agreement; geographic granularity: nationally representative with state-level (Khartoum State explicitly covered, including urban/labor/unemployment indicators).[[4]](https://www.erfdataportal.com/index.php/catalog/265)[[4]](https://www.erfdataportal.com/index.php/catalog/265)

**ACLED + Sudan COD-AB administrative boundaries (HDX)**: ACLED Sudan data (acleddata.com/country/sudan) filtered via https://data.humdata.org/dataset/cod-ab-sdn (Admin 1: 19 States incl. Khartoum; Admin 2: 189 Localities). No API on boundaries (downloadable SHP/GeoJSON/XLSX); boundaries static (updated periodically, e.g., v03); auth none; geographic granularity: state (Khartoum) and locality for precise event filtering in ACLED.[[5]](https://data.humdata.org/dataset/cod-ab-sdn)[[6]](https://acleddata.com/country/sudan)

**IOM Displacement Tracking Matrix (DTM) Sudan**: https://dtm.iom.int/sudan. No public API (reports/dashboards/downloads); frequent updates during crises (mobility/displacement rounds); auth none; geographic granularity: sub-national (state/locality, with Khartoum metro coverage).[[7]](https://dtm.iom.int/sudan)

**Sudan Urban Development Think Tank (SUDTT) / IDeaMapSudan project**: http://www.sudtt-sd.org (or related IDeaMapSudan geospatial urban poverty mapping). No API identified (reports, maps, studies); project-based/irregular; auth none; geographic granularity: Khartoum-specific urban/poverty/deprived areas mapping.[[8]](https://www.idea-maps.net/PRESENTATIONS_TRAININGMATERIAL/symposium_public_lectures/symposium-day1/day1-1.1-sudtt-profile-2023.pdf)[[9]](https://ieeexplore.ieee.org/document/10144211/)

**UNHCR Sudan Operational Data Portal**: https://data.unhcr.org/en/country/sdn. Partial API/explorer (downloads/dashboards); frequent updates (displacement/refugee data); auth none; geographic granularity: sub-national/state (Khartoum coverage).[[10]](https://data.unhcr.org/en/country/sdn)

**Notes on gaps**: No dedicated public Khartoum municipal/provincial statistics bureau with API or regular machine-readable data was identified (CBS serves as the primary source for state disaggregation). Local-language (Arabic) news RSS/APIs specific to Khartoum are scarce in public searches; general Sudan news APIs (e.g., newsdata.io) or outlets like Al Jazeera provide coverage but lack dedicated Khartoum feeds or structured APIs. Labor data beyond SLMPS remains largely national or infrequent at state level. All listed sources are real, accessible, and non-inference.

**No major new official releases on youth or male unemployment in the last 60 days (late March–May 27, 2026) that update the 2025 baseline.**[[1]](https://fred.stlouisfed.org/series/SLUEM1524ZSSRB)

The most recent national data from Serbia’s Statistical Office (stat.gov.rs) covers Q4 2025: youth unemployment rate (ages 15-24) at 23.3%, with total unemployment at 8.7% and employment rate at 51.2%.[[2]](https://www.stat.gov.rs/en-us/oblasti/trziste-rada/anketa-o-radnoj-snazi/)[[2]](https://www.stat.gov.rs/en-us/oblasti/trziste-rada/anketa-o-radnoj-snazi/) World Bank/FRED modeled ILO estimates show total youth unemployment (15-24) at 20.926% for 2025 (down from 21.448% in 2024).[[1]](https://fred.stlouisfed.org/series/SLUEM1524ZSSRB) No disaggregated male-specific 2025/2026 figures beyond the baseline 20.4% appear in recent sources; global ILO trends for 2025 (youth unemployment ~12.4%) do not include Serbia-specific updates in the last 60 days.[[3]](https://researchrepository.ilo.org/view/pdfCoverPage?instCode=41ILO_INST&filePid=13147301370002676&download=true)

**Significant political events center on ongoing large-scale, student- and youth-led anti-government protests.** These began after the November 2024 Novi Sad railway station canopy collapse (16 deaths) and have continued into 2026, demanding accountability, early elections, and an end to President Aleksandar Vučić’s rule.[[4]](https://www.aljazeera.com/news/2026/5/23/tens-of-thousands-rally-in-serbia-for-antigovernment-demonstrations)[[5]](https://en.wikipedia.org/wiki/2024%E2%80%93present_Serbian_anti-corruption_protests)

- On May 23, 2026 (within the last 60 days), an estimated 180,000–190,000 people rallied in Belgrade (per independent monitor Arhiv javnih skupova), with tens of thousands more in other actions; the movement is explicitly student- and youth-led, with clashes involving police use of tear gas near the presidency and city hall.[[6]](https://www.lemonde.fr/en/international/article/2026/05/24/new-wave-of-serbia-protests-draws-nearly-200-000-people_6753778_4.html)[[7]](https://www.reuters.com/world/police-protesters-clash-serbia-crowds-demand-presidents-exit-2026-05-23/)
- Protests have involved university students, high schoolers, and young people (18-35 demographic heavily represented) across 400+ localities since late 2024, with recent escalation and police-protester confrontations.[[8]](https://freedomhouse.org/country/serbia/freedom-world/2026)[[9]](https://bti-project.org/en/reports/country-report/SRB)
- This represents a notable shift from the baseline instability picture: youth are at the forefront of sustained mass mobilization with direct security interactions, potentially amplifying risks of broader unrest, repression, or radicalization among young men beyond unemployment metrics alone. No reports of coup attempts, militia recruitment, or similar in the period.

**Notable 2025/2026 NGO and academic reporting ties youth issues to the protest context rather than new standalone economic analyses.**[[10]](https://www.youthforum.org/policy-library/together-with-the-youth-of-serbia-against-escalating-repression-and-youth-rights-violations)

- European Youth Forum (May 8, 2026 statement): Highlights escalating repression against peaceful youth mobilization since November 2024, building on prior KOMS (National Youth Council of Serbia) reporting.[[10]](https://www.youthforum.org/policy-library/together-with-the-youth-of-serbia-against-escalating-repression-and-youth-rights-violations)
- Youth Progress Index 2025 findings (referenced Feb 2026): Serbia performing above expected range for peer economies on some youth metrics.[[11]](https://www.facebook.com/EuropeanYouthForum/posts/whats-like-to-be-a-young-person-in-serbia-our-findings-from-the-youth-progress-i/1321008650071575/)
- Academic/BTI 2026 reports document the student-led movement’s role in challenging governance, with participation spreading widely among youth.[[9]](https://bti-project.org/en/reports/country-report/SRB)

**No reported changes to internet or mobile infrastructure access in Serbia.** No shutdowns, major coverage shifts, or new rollouts noted in recent sources (global disruption summaries do not reference Serbia).[[12]](https://blog.cloudflare.com/q1-2026-internet-disruption-summary/)

**Economic context remains stable with no shocks or currency crises flagged.** Projections for 2026 GDP growth are around 3–3.7%, total unemployment ~8.4–8.8%, and the dinar shows only minor fluctuations with no crisis indicators.[[13]](https://china-cee.eu/2026/02/20/serbia-monthly-briefing-serbia-2026-political-briefing-forecast-managing-legitimacy-pressures-amid-an-investment-led-growth-plan/)[[14]](https://www.ifimes.org/en/researches/serbia-2026-economic-breakthrough-in-an-era-of-growing-global-and-regional-challenges/5738)

**Key flag for instability shift:** The May 23, 2026 mass protests and ongoing youth-led movement constitute the primary recent development with potential to meaningfully elevate political/security risks for young men (18-35), independent of unemployment data which shows continuity with the 2025 baseline. Primary sources include Al Jazeera, Le Monde, Reuters, and Serbian Statistical Office reports (links in citations).

**No major shifts from the baseline (youth unemployment 15-24 male ~23% in 2025 data; national instability fuse 32.5/100) in the last ~60 days (late March–May 2026).** Luxembourg remains a low-instability context with no reported protests, security incidents, economic shocks, militia activity, or infrastructure disruptions affecting young men (18-35).[[1]](https://lu.usembassy.gov/security-alert-demonstration-may-9-2026/)[[2]](https://www.luxtimes.lu/luxembourg/even-as-fear-of-war-increases-young-luxembourgers-reject-conscription/151069631.html)

### 1. Youth/Male Unemployment Data (Government, ILO, World Bank)
No new national or gender-disaggregated releases for Luxembourg male youth (15-24) unemployment in the period. Recent modeled/estimated figures align closely with the baseline:

- 2025 youth unemployment (total, 15-24, modeled ILO estimate): 21.5% (World Bank data, accessed ~May 2026).[[3]](https://data.worldbank.org/indicator/SL.UEM.1524.ZS)
- 2025 youth unemployment (total, modeled ILO): 21.467% (FRED, updated Feb 2026).[[4]](https://fred.stlouisfed.org/series/SLUEM1524ZSLUX)
- Dec 2025: Youth unemployment rate (15-24 total) 18.60%; males specifically 18.30% (Eurostat via Trading Economics, data released ~May 2026).[[5]](https://tradingeconomics.com/luxembourg/youth-unemployment-rate-eurostat-data.html)[[6]](https://tradingeconomics.com/luxembourg/youth-unemployment-rate-males-eurostat-data.html)
- Broader context (Eurostat, March 2026): EU youth unemployment (under 25) at 15.4% (up slightly from 15.3% prior month); no Luxembourg-specific youth breakdown in latest aggregates. Overall Luxembourg unemployment ~6.29–6.31% (Apr/Mar 2026).[[7]](https://ec.europa.eu/eurostat/statistics-explained/index.php?title=Unemployment_statistics)[[8]](https://www.ceicdata.com/en/indicator/luxembourg/unemployment-rate)

World Bank/ILO modeled estimates remain the primary recent sources; no 2026 updates contradict the ~23% male baseline.[[9]](https://humancapital.worldbank.org/en/economy/LUX)

### 2. Political, Security, or Economic Events Affecting Young Men (18-35)
- **May 9, 2026**: Small, planned peaceful demonstration by Déi jonk Lénk (youth/leftist group) in Luxembourg City, marching to the U.S. Embassy. Police monitored; no violence or disruption reported. U.S. Embassy security alert noted general pedestrian/traffic impact only.[[1]](https://lu.usembassy.gov/security-alert-demonstration-may-9-2026/)
- **May 8, 2026 reporting on March 2026 Jugendbericht (Youth Report)**: Fear of war in Europe is now the top concern among Luxembourg youth. Economic performance worries rose to 75.1% (from 64.7% in 2019). Broader “polycrisis” sentiment noted, including interest rates and supply chains, but no spikes in instability indicators.[[2]](https://www.luxtimes.lu/luxembourg/even-as-fear-of-war-increases-young-luxembourgers-reject-conscription/151069631.html)
- **May 19, 2026 State of the Nation address**: Prime Minister Luc Frieden highlighted slowing growth, rising inflation risks, and ongoing effects of geopolitical crises (e.g., war-related impacts) on sectors like construction and industry. No youth-specific shocks or unrest signals.[[10]](https://gouvernement.lu/en/gouvernement/luc-frieden/actualites.gouvernement2024%2Ben%2Bactualites%2Btoutes_actualites%2Bdiscours%2B2026%2B05-mai%2B19-frieden-etat-nation.html)

No coups, militia recruitment, currency issues, or major economic shocks targeting or disproportionately affecting young men.

### 3. NGO/Academic Reports on Youth Situation (2025–2026)
- **Jugendbericht / Youth Report 2025** (University of Luxembourg Centre for Childhood and Youth Research / Ministry-linked; released/reported ~March–May 2026): Multidisciplinary analysis of youth in digital spaces, social media impacts, and concerns (war fears, economy). Key public findings emphasize rising instability perceptions among young people.[[11]](https://www.youth-in-luxembourg.lu/)[[12]](https://www.uni.lu/fhse-en/research-projects/youth-report-2025/)[[13]](https://chronicle.lu/category/surveys-reports/59996-youth-report-highlights-impact-of-social-media-on-young-people)
- National Youth Action Plan (2022–2025) and related education/youth policy updates predate the period or are ongoing without new instability flags.[[14]](https://men.public.lu/en/systeme-educatif/politique-jeunesse/jeunesse-politique/pan.html)
- No other major 2025–2026 NGO/academic reports (e.g., UNICEF Luxembourg annual 2025 is global/contextual) indicate significant deterioration.[[15]](https://www.unicef.lu/site-root/wp-content/uploads/2026/04/2026_04_RAPPORT_ANNUEL_2025_EN_web.pdf)

### 4. Internet/Mobile Infrastructure Access
No shutdowns, coverage losses, or negative changes. Positive/ongoing expansion:

- POST Luxembourg (May 2026 update): By end-2025, >90% households on fiber-optic network; 99% population with 5G coverage. Continued investments in modernization.[[16]](https://www.ipc.be/news-portal/general-news/2026/05/18/10/30/the-post-luxembourg-group-continues-its-transformation)
- 2G/3G phase-out planned over coming years (e.g., Orange targeting 3G end-2025/2026 transition to 4G/5G for eCall); no service disruptions reported.[[17]](https://www.samenacouncil.org/samena_daily_news?news=108081)

**Summary flag**: Nothing in the last 60 days would meaningfully alter the baseline instability picture. Youth concerns (war, economy) are rising per the March 2026 report but remain within a stable, high-income European context. Monitor Eurostat/STATEC for any June+ unemployment releases. Sources primarily Eurostat, World Bank, Trading Economics, national government, and local media via web results.

**Recent developments (approx. late March–May 27, 2026) in Serbia show stable or marginally improved youth unemployment figures alongside major ongoing youth-led anti-government protests involving significant participation and clashes among young men (primarily 18–35). No major new ILO/World Bank unemployment releases, currency/economic shocks, militia activity, or internet shutdowns were identified. Positive rural broadband and public Wi-Fi rollouts were announced. The protests represent the clearest potential upward pressure on the baseline instability fuse score (31.1/100).**[[1]](https://www.cbsnews.com/news/serbia-anti-government-students-win-protest-belgrade/)[[2]](https://www.aljazeera.com/news/2026/5/23/tens-of-thousands-rally-in-serbia-for-antigovernment-demonstrations)

### 1. Youth Unemployment or Male Unemployment Data
No new government, ILO, or World Bank releases on youth (15–24) or male youth unemployment specifically in the last 60 days. Annual modeled/estimated figures remain the most recent detailed data:

- Total youth unemployment rate (15–24, modeled ILO estimate): 20.926% for 2025 (down from 21.448% in 2024; updated Feb. 25, 2026). This aligns closely with the baseline male figure of 20.4% (2025).[[3]](https://fred.stlouisfed.org/series/SLUEM1524ZSSRB)[[3]](https://fred.stlouisfed.org/series/SLUEM1524ZSSRB)
- Earlier modeled youth male rate: 21.84% in 2024.[[4]](https://tradingeconomics.com/serbia/unemployment-youth-male-percent-of-male-labor-force-ages-15-24-wb-data.html)

Serbia’s Statistical Office Labour Force Survey release (April 3, 2026, covering 2025 data) reported the youth population (15–24) at 670,700 (down 0.1%) and a youth employment rate of 24.2%, but did not provide a headline unemployment rate in the summary.[[5]](https://www.stat.gov.rs/en-us/vesti/statisticalrelease/?p=18182)

Global/ILO context (Employment and Social Trends 2026, Jan. 2026) notes youth unemployment pressures but no Serbia-specific update.[[6]](https://www.ilo.org/publications/flagship-reports/employment-and-social-trends-2026)

**Assessment**: No significant shift from baseline; figures are stable/slightly improved.

### 2. Political, Security, or Economic Events Affecting Young Men (18–35)
The dominant development is the continuation and intensification of the student-led anti-corruption protest movement (ongoing since the Nov. 1, 2024, Novi Sad railway station canopy collapse that killed 16 people). This is explicitly youth-driven (“Students win”/Gen Z movement) with heavy involvement of young men in rallies, organization, and clashes.[[7]](https://en.wikipedia.org/wiki/2024%E2%80%93present_Serbian_anti-corruption_protests)

- **May 23, 2026**: Tens of thousands (independent estimates ~180,000–300,000+) rallied in Belgrade demanding early elections, accountability for the 2024 disaster, and systemic changes. Clashes occurred with riot police (tear gas used); some groups of young demonstrators threw flares/rocks/bottles. Counter-violence reported involving masked young men/hooligans targeting protesters. Prior large rallies (e.g., March 2025 estimates 275,000–325,000) and spread to hundreds of towns. Protests involve student lockouts/strikes at universities.[[1]](https://www.cbsnews.com/news/serbia-anti-government-students-win-protest-belgrade/)[[2]](https://www.aljazeera.com/news/2026/5/23/tens-of-thousands-rally-in-serbia-for-antigovernment-demonstrations)[[8]](https://www.lemonde.fr/en/international/article/2026/05/24/new-wave-of-serbia-protests-draws-nearly-200-000-people_6753778_4.html)[[9]](https://www.reuters.com/world/police-protesters-clash-serbia-crowds-demand-presidents-exit-2026-05-23/)
- Broader context: Movement has lasted >18 months; government responses include narratives discrediting protesters and reported pressure on universities/faculty. No coup attempts, formal militia recruitment, or economic shocks/currency crises noted. Economy projected at 3–3.5% GDP growth for 2026 (stable inflation target ~3%).[[10]](https://china-cee.eu/2026/02/20/serbia-monthly-briefing-serbia-2026-political-briefing-forecast-managing-legitimacy-pressures-amid-an-investment-led-growth-plan/)

**Assessment/Flag**: This is a significant development. Sustained large-scale youth mobilization and clashes (direct impact on young men) could meaningfully elevate the instability fuse score above the 31.1/100 baseline, particularly if violence or repression escalates. No offsetting major negative economic events.

### 3. Notable NGO or Academic Reports on Serbia’s Youth Situation (Published 2025)
Limited new 2025-dated reports specifically focused on youth instability emerged in searches for recent publications:

- European Youth Forum Youth Progress Index 2025 (referenced Feb. 2026): Serbia performing above the expected range compared to 15 peer economies (as of 2024 data).[[11]](https://www.facebook.com/EuropeanYouthForum/posts/whats-like-to-be-a-young-person-in-serbia-our-findings-from-the-youth-progress-i/1321008650071575/)
- Academic paper: “The Role of Sustainable Development Goals in Improving the Economic Status of Youth in Serbia” (Review of Applied Socio-Economic Research, 2025) — maps challenges including unemployment, underemployment, NEET rates, and disparities.[[12]](https://www.reaser.eu/ojs/ojs-3.1.2-1/index.php/REASER/article/view/828)
- BTI 2026 Serbia Country Report (2026 release): Covers the 2024/25 student protests, democracy decline, and government responses.[[13]](https://bti-project.org/en/reports/country-report/SRB)
- UNICEF reference (2025 context): Economic growth slowed to ~2% amid uncertainties.[[14]](https://open.unicef.org/download-pdf?country-name=Serbia&year=2025)

Older or strategy documents (e.g., National Youth Strategy references) predate the period. No high-profile new ILO/World Bank or major NGO instability-specific reports in the last 60 days.

### 4. Internet/Mobile Infrastructure Access Changes
No shutdowns or negative coverage changes reported.

- Positive developments (recent EU-supported initiatives, announced ~May 2026): Rural Broadband Rollout (EUR portion of €42.5M total grant) targeting >1,000 rural settlements and 800 schools for high-speed access (pilot completed; second phase underway). WiFi4WB initiative for free public Wi-Fi in 117 municipalities (squares, parks, schools, etc.).[[15]](https://www.wbif.eu/news-details/eu-launches-two-major-initiatives-boost-digital-connectivity-across-serbia)
- Broader trends (late 2025 data): Mobile connections ~8.45M (127% of population, slight decline); median mobile download speeds up ~25% year-over-year; internet users slight dip (~0.7%). No disruption noted.[[16]](https://datareportal.com/reports/digital-2026-serbia)

**Assessment**: Net positive for access, especially rural/youth education/economic opportunities; unlikely to drive instability.

**Overall Flag for Instability Score**: The scale and youth focus of the May 23, 2026, protests (and ongoing movement) are the primary factor that could shift the score upward from 31.1/100. Unemployment stability and infrastructure gains are neutral-to-positive. Monitor for escalation in coming weeks. All data drawn from public web sources as of May 2026.

**Statistical Office of the Republic of Serbia (SORS) – Open Data Portal / Dissemination Database**  
- Name/URL: Statistical Office of the Republic of Serbia (SORS); https://www.stat.gov.rs/ (main), https://opendata.stat.gov.rs/odata/ (OData/SDG), https://data.stat.gov.rs/ (dissemination/search)  
- API: Partial (OData endpoints for select datasets; primarily machine-readable downloads in CSV/Excel/XML)  
- Update frequency: Quarterly (e.g., Labour Force Survey/unemployment data); varies by indicator  
- Auth required: None (open public data)[[1]](https://opendata.stat.gov.rs/odata/?id=en-us)[[1]](https://opendata.stat.gov.rs/odata/?id=en-us)

**National Bank of Serbia (NBS) Statistics Section**  
- Name/URL: National Bank of Serbia (NBS); https://www.nbs.rs/en/drugi-nivo-navigacije/statistika/  
- API: No (Excel/structured file downloads for employment, wages, real sector indicators)  
- Update frequency: Monthly/quarterly (key indicators and bulletins)  
- Auth required: None[[2]](https://www.nbs.rs/en/drugi-nivo-navigacije/statistika/)[[2]](https://www.nbs.rs/en/drugi-nivo-navigacije/statistika/)

**Serbian National Open Data Portal (data.gov.rs)**  
- Name/URL: Serbian Open Data Portal; https://data.gov.rs (aggregates SORS and other public institution data)  
- API: Partial (many datasets available as machine-readable files; some via APIs)  
- Update frequency: Varies by publisher/dataset (regular updates from government sources)  
- Auth required: None[[3]](https://dataportals.org/portal/serbia-government-open-data/)[[4]](https://data.europa.eu/en/news-events/news/serbias-open-data-portal-putting-public-information-work)

**Eurostat (Serbia country data)**  
- Name/URL: Eurostat; https://ec.europa.eu/eurostat/ (search for Serbia/RS; labour, youth, economic indicators)  
- API: Yes (Eurostat REST API / bulk download tools)  
- Update frequency: Regular (quarterly/annual for most socioeconomic indicators)  
- Auth required: None (free access)  
*(Serbia included as EU candidate country with breakdowns.)*

**UNECE Statistical Database**  
- Name/URL: United Nations Economic Commission for Europe (UNECE); https://w3.unece.org/PXWeb/en (or pxweb statistical database)  
- API: Partial (web database queries/downloads; some API-like access)  
- Update frequency: Periodic (country-level data for Europe & Central Asia)  
- Auth required: None  
*(Covers ECA region with Serbia breakdowns.)*

**Tanjug News Agency RSS Feed**  
- Name/URL: Tanjug; https://www.tanjug.rs/rss (or specific category feeds)  
- API: Yes (RSS feeds; machine-readable syndication)  
- Update frequency: Daily/real-time news  
- Auth required: None  
*(Reliable national wire service covering Serbia politics, economy, and society.)*[[5]](https://www.tanjug.rs/rss)

**Additional notes**:  
- No dedicated public APIs were identified for youth-specific crisis/poverty tracking from local NGOs or think tanks (e.g., EAPN Serbia produces reports but no API). Humanitarian Data Exchange (HDX) has Serbia datasets (poverty/inequality) but is not Serbia-specific.  
- Regional options like EBRD are mostly report-based rather than live APIs.  
- All listed sources are free/public and focus on raw/official or syndication data suitable for non-inference use. Verify current endpoints and licensing before integration.

**No significant new government, ILO, or World Bank releases on youth (or male-specific 15-24) unemployment in Luxembourg in the last 60 days (late March–May 2026).** The most recent detailed figures remain 2025 annual/modelled estimates, consistent with or slightly below the provided baseline of 23.0% for males aged 15-24.[[1]](https://fred.stlouisfed.org/series/SLUEM1524ZSLUX)[[2]](https://tradingeconomics.com/luxembourg/youth-unemployment-rate-eurostat-data.html)

- Eurostat data (via Trading Economics, updated May 2026): Overall youth unemployment (15-24) stood at 18.60% in December 2025.[[2]](https://tradingeconomics.com/luxembourg/youth-unemployment-rate-eurostat-data.html)
- FRED/World Bank modelled ILO estimate (updated Feb 2026): Overall youth unemployment rate of 21.467% for 2025 (down slightly from 21.689% in 2024).[[1]](https://fred.stlouisfed.org/series/SLUEM1524ZSLUX)
- Broader context: Total unemployment (all ages) around 6.3% in early 2026 per STATEC references. STATEC does not routinely publish granular youth breakdowns.[[3]](https://en.paperjam.lu/article/one-in-five-young-people-joble)

The ILO’s *Employment and Social Trends 2026* (released ~Jan 2026) notes global youth unemployment rose to 12.4% in 2025 but provides no Luxembourg-specific update.[[4]](https://researchrepository.ilo.org/view/pdfCoverPage?instCode=41ILO_INST&filePid=13147301370002676&download=true)

**Economic and labor market signals point to softening conditions that could exert upward pressure on youth unemployment.** The IMF’s Article IV concluding statement (May 6, 2026) highlighted a “tepid and uneven” economic recovery, “softening labor market,” worsening fiscal balance, and rising inflationary pressures.[[5]](https://www.imf.org/en/news/articles/2026/05/06/mcs-05062026-luxembourg-staff-concluding-statement-of-the-2026-article-iv-mission) Prime Minister Luc Frieden’s State of the Nation address (May 19, 2026) similarly noted slowing growth, rising inflation, and ongoing impacts from global crises (e.g., affecting construction and industry).[[6]](https://gouvernement.lu/en/actualites/toutes_actualites/discours/2026/05-mai/19-frieden-etat-nation.html) These developments are relevant to young men (18-35) in the labor market but do not yet include revised youth unemployment statistics.

**No significant political, security, or economic events directly affecting young men (18-35) in the last 60 days.** A small planned demonstration occurred on March 10, 2026, in front of the U.S. Embassy (related to Middle East developments); it was expected to be peaceful.[[7]](https://lu.usembassy.gov/security-alert-current-security-posture-and-situational-awareness-2/) A pro-Ukraine rally took place in February 2026 (outside the window). No reports of protests, coups, militia recruitment, or major shocks specific to Luxembourg’s youth.[[8]](https://www.facebook.com/UkrainianEmbassyBelgium/posts/-defend-your-future-nowthe-march-and-rally-in-luxembourg-organized-by-lukraine-a/1328367559326671/)

**Notable 2025 NGO/academic reports on Luxembourg’s youth (released or highlighted into 2026):** The *National Youth Report 2025* (“The End of the Boundary Between Online and Offline Worlds?”), produced by the University of Luxembourg (Centre for Childhood and Youth Research) in collaboration with the Ministry of Education, Children and Youth, was released/reported on in early 2026 (e.g., March 2026 coverage). It examines the digital/offline integration for ages 12–29, drawing on the 2024 Youth Survey Luxembourg (4,779 respondents) and other data; key concerns among youth included fear of war in Europe (80.6%), serious illness (78.9%), and environmental issues. It informs policy on participation and digital well-being rather than economic instability.[[9]](https://www.uni.lu/fhse-en/news/national-youth-report-2025-the-end-of-the-boundary-between-online-and-offline-worlds/)[[9]](https://www.uni.lu/fhse-en/news/national-youth-report-2025-the-end-of-the-boundary-between-online-and-offline-worlds/)

Other 2025 outputs include OECD *Education at a Glance 2025* (country note, Sep 2025) and ongoing platforms like Jugend in Luxemburg and OEJQS/LUCY dashboard.[[10]](https://www.oecd.org/en/publications/education-at-a-glance-2025_1a3543e2-en/luxembourg_8f94ae45-en.html)[[11]](https://www.youth-in-luxembourg.lu/)

**Internet/mobile infrastructure:** Positive developments with no shutdowns or coverage reductions. By the end of 2025, POST Luxembourg achieved >90% household fiber-optic coverage and 99% 5G population coverage (reported May 2026). Plans are underway to phase out 2G/3G networks by ~2030 (Orange Luxembourg targeting 3G end-2025/2026 and 2G by 2030), with eCall transitioning to NG eCall on 4G/5G from 2026.[[12]](https://www.ipc.be/news-portal/general-news/2026/05/18/10/30/the-post-luxembourg-group-continues-its-transformation)[[13]](https://www.samenacouncil.org/samena_daily_news?news=108081) A 2025 cyber-related outage (July) is outside the recent window.[[14]](https://therecord.media/luxembourg-telecom-outage-reported-cyberattack-huawei-tech)

**Assessment for instability score:** No developments in the last 60 days indicate a significant shift from the baseline (youth male unemployment 23.0% in 2025; fuse score 32.5/100). The softening labor market noted by the IMF and government is a watch item that could influence future youth employment data, but current indicators remain stable with low overall risk for Luxembourg. Continued monitoring of STATEC/Eurostat releases and the labor market is recommended.

**STATEC (LUSTAT / statistiques.public.lu) – National statistics bureau**  
- URL: https://lustat.statec.lu/ or https://statistiques.public.lu/  
- API: Yes (SDMX REST API for data queries; documentation available)  
- Update frequency: Varies (e.g., monthly for unemployment/labor market indicators)  
- Auth: None (public/open data)  
- Notes: Direct source for unemployment, labor force, and youth-related employment data; machine-readable downloads and queries available.[[1]](https://lustat.statec.lu/vis?lc=en&tm=B3100&pg=0&snb=1&df[ds]=ds-release&df[id]=DF_B3100&df[ag]=LU1&df[vs]=1.0)[[2]](https://data.public.lu/en/datasets/api-de-la-base-de-donnees-lustat/)

**Banque Centrale du Luxembourg (BCL) – Macroeconomic and labor indicators**  
- URL: https://www.bcl.lu/en/statistics/series_statistiques_luxembourg/05_real_economy/index.html  
- API: No  
- Update frequency: Periodic (tables updated monthly/quarterly or as released, e.g., labor market indicators)  
- Auth: None (public XLS downloads)  
- Notes: Labor market indicators including employment/unemployment breakdowns; useful economic context for youth instability.[[3]](https://www.bcl.lu/en/statistics/series_statistiques_luxembourg/05_real_economy/index.html)

**Eurostat – Regional/European database (Europe & Central Asia coverage with country detail)**  
- URL: https://ec.europa.eu/eurostat/ (data browser)  
- API: Yes (SDMX REST/JSON-Stat APIs; public endpoints for dissemination)  
- Update frequency: Monthly (unemployment), quarterly/annual for other labor/youth indicators  
- Auth: None (public, no key required)  
- Notes: Comprehensive youth unemployment, labor force, and NEET data with Luxembourg breakdowns; already complements World Bank but provides higher-frequency EU-specific series.[[4]](https://ec.europa.eu/eurostat/web/user-guides/data-browser/api-data-access/api-faq/examples)[[5]](https://ec.europa.eu/eurostat/web/user-guides/data-browser/api-data-access/api-introduction)

**OECD Data Explorer – Regional/European coverage**  
- URL: https://data-explorer.oecd.org/ or https://www.oecd.org/en/data.html  
- API: Yes (SDMX-based API)  
- Update frequency: Varies (monthly/quarterly/annual labor and youth indicators)  
- Auth: None (public)  
- Notes: Unemployment and employment rates by age group for Luxembourg; complements Eurostat.[[6]](https://www.oecd.org/en/data/insights/data-explainers/2024/09/api.html)

**STATEC RSS feeds – Official statistics news/updates**  
- URL: https://statistiques.public.lu/en/support/rss.html  
- API: RSS (not full REST API)  
- Update frequency: As new releases occur (e.g., labor market updates)  
- Auth: None  
- Notes: Reliable official feed for new unemployment/labor data releases.[[7]](https://statistiques.public.lu/en/support/rss.html)

**Luxembourg news RSS feeds (aggregated/reliable local/regional sources)**  
- URL examples: Curated lists at https://rss.feedspot.com/luxembourg_news_rss_feeds/ (includes major Luxembourg outlets)  
- API/RSS: RSS feeds (some sources may offer APIs via aggregators like NewsData.io or World News API)  
- Update frequency: Real-time/daily  
- Auth: None for basic RSS; paid tiers for aggregator APIs  
- Notes: Reliable coverage from established Luxembourg media for context on youth/economic instability.[[8]](https://rss.feedspot.com/luxembourg_news_rss_feeds/)

**Luxembourg Income Study (LIS) Database – NGO/think tank microdata (poverty/inequality tracking)**  
- URL: https://www.lisdatacenter.org/  
- API: No (microdata access via registered tools like LISSY remote execution or DART web tool)  
- Update frequency: Periodic harmonized datasets (multi-year waves)  
- Auth: Registration required (free for eligible researchers; non-commercial use)  
- Notes: Harmonized income, employment, and poverty microdata including Luxembourg; useful for youth poverty/NEET analysis (not a public API).[[9]](https://www.lisdatacenter.org/our-data/)

These sources focus on direct, non-modeled data (raw statistics, downloads, or official APIs) specific or highly relevant to Luxembourg labor/youth indicators. Eurostat and STATEC are the strongest matches for unemployment/labor API or machine-readable access. Regional options like Eurostat/OECD provide Europe-wide context with Luxembourg breakdowns. No major paid-only barriers noted for core public statistical sources.

**No major new government, ILO, or World Bank releases on youth (15-24) or male youth unemployment in Romania were identified in the last 60 days (roughly late March–May 26, 2026).** Latest available modeled ILO/World Bank estimates remain those for 2025 or earlier. Youth unemployment (total, ages 15-24, modeled ILO estimate) stood at 24.5% in 2025.[[1]](https://data.worldbank.org/indicator/SL.UEM.1524.ZS) Youth male unemployment (modeled ILO) was reported at 21.05% for 2024.[[2]](https://tradingeconomics.com/romania/unemployment-youth-male-percent-of-male-labor-force-ages-15-24-wb-data.html) Eurostat data (via Trading Economics) shows the youth unemployment rate at 26.10% as of December 2025, with other references citing figures as high as 28.2% for the same period (among the highest in the EU).[[3]](https://tradingeconomics.com/romania/youth-unemployment-rate-eurostat-data.html)[[4]](https://www.romania-insider.com/romania-unemployment-young-people-march-2026) Romania’s overall unemployment rate was around 6.0–6.1% in early 2026.[[5]](https://ec.europa.eu/eurostat/web/products-euro-indicators/w/3-30042026-cp)

These figures align closely with or slightly exceed the provided baseline of 24.4% (male 15-24, 2025) and do not indicate a significant new shift. No 2026 quarterly or monthly breakdowns for male youth specifically were located in recent releases.

**Significant political and economic developments in April–May 2026 directly relevant to young men (18-35) include government collapse and austerity-driven protests.** The four-party grand coalition government (PSD-PNL-USR-UDMR, in power since mid-2025) effectively collapsed in April 2026 when six ministers (including labour, health, and others from PSD) resigned amid disputes over fiscal reforms.[[6]](https://www.osw.waw.pl/en/publikacje/analyses/2026-04-27/romania-breakup-grand-coalition-and-a-new-phase-political-crisis) On May 5, 2026, Prime Minister Ilie Bolojan (PNL) lost a no-confidence vote; he remained in a caretaker role while President Nicușor Dan began consultations for a new government on May 18.[[7]](https://www.fitchratings.com/research/sovereigns/romania-political-crisis-macro-challenges-highlight-consolidation-risks-18-05-2026)[[7]](https://www.fitchratings.com/research/sovereigns/romania-political-crisis-macro-challenges-highlight-consolidation-risks-18-05-2026)

Trade unions staged anti-austerity protests in Bucharest (e.g., around April 28, 2026, and subsequent actions), with thousands demanding the PM’s resignation over measures including tax hikes, wage caps, and pension freezes. These involved public sector workers, teachers, and police and featured anti-EU rhetoric.[[8]](https://www.youtube.com/watch?v=zIfTI988tUU) Romania entered or confirmed a technical recession, with real GDP declining in late 2025 (Q3/Q4) and contracting 1.7% year-on-year in Q1 2026 amid weak consumption and external pressures.[[9]](https://china-cee.eu/2026/03/31/romania-monthly-briefing-romanias-technical-recession-in-2026-evidence-drivers-risks-and-policy-priorities/) Inflation reached ~10.7% year-on-year in April 2026.[[7]](https://www.fitchratings.com/research/sovereigns/romania-political-crisis-macro-challenges-highlight-consolidation-risks-18-05-2026) These events—political instability, austerity, recession risks, and protests—could meaningfully elevate youth instability (economic shocks, discontent, and polarization disproportionately affecting young men), warranting an upward adjustment to the baseline instability fuse score of 33.6/100.

**Notable 2025/early 2026 NGO/academic reports on Romania’s youth situation include the following (published or covering 2025 data):** 
- EU Education and Training Monitor 2025 highlights persistent challenges: early school leaving at 16.8% (2024, highest in EU; 26.3% rural), low basic skills (e.g., ~42–49% lacking proficiency in reading/math/science per PISA), and skills mismatches.[[10]](https://op.europa.eu/webpub/eac/education-and-training-monitor/en/country-reports/romania.html)
- OECD Education at a Glance 2025 notes vocational enrollment strengths but broader labor market transitions issues.[[11]](https://www.oecd.org/en/publications/education-at-a-glance-2025_1a3543e2-en/romania_e364188c-en.html)
- UNICEF Romania 2025 narrative report flags adolescent mental health concerns (up to 25% self-harm tendencies, 23% at risk of emotional disorders), risky behaviors (37% smoking, 34% heavy drinking episodes), and low skills (1 in 2 children).[[12]](https://open.unicef.org/download-pdf?country-name=Romania&year=2025)
- CPAG report (April 2, 2026) on youth transitions/NEETs links high rates to early school leaving.[[13]](https://cpag.ro/reports/transitioning-romanian-youth-neets)
- Bertelsmann Transformation Index (BTI) 2026 Romania Country Report details broader political turbulence since 2023–2024 (polarization, far-right gains, institutional erosion), economic slowdown (deficit 8.6% of GDP in 2024, weak growth), education/health weaknesses, and fragile civil society.[[14]](https://bti-project.org/en/reports/country-report/ROU)[[14]](https://bti-project.org/en/reports/country-report/ROU)

These reinforce structural vulnerabilities without major positive shifts.

**No changes to internet/mobile infrastructure indicating shutdowns, coverage reductions, or instability risks.** Romania has seen continued positive rollout under the National Recovery and Resilience Plan (NRRP), including ~€94 million for high-speed broadband (≥100 Mbps, FTTB/H or 5G) in white/grey areas (targeted completion by end-2025) and 5G strategy implementation.[[15]](https://iclg.com/practice-areas/telecoms-media-and-internet-laws-and-regulations/romania/)[[16]](https://digital-strategy.ec.europa.eu/en/policies/digital-connectivity-romania) No nationwide or significant disruptions were reported for Romania in Q1 2026 (unlike some neighboring or unrelated cases).[[17]](https://blog.cloudflare.com/q1-2026-internet-disruption-summary/)

**Overall assessment:** The most salient recent developments are the April–May 2026 political crisis (government collapse, protests) and confirmed recessionary pressures/austerity. These pose risks of heightened youth instability via economic hardship and social discontent, potentially shifting the fuse score upward from the 33.6/100 baseline. Unemployment data shows no material improvement or deterioration beyond prior trends. All sources are from web searches conducted on or around May 26, 2026.

**National Institute of Statistics (INSSE / Institutul Național de Statistică)**  
- **URL**: https://insse.ro/cms/en (main site; labor/employment/unemployment data under Labour Market and Earnings sections; TEMPO online database)  
- **API**: No (official public API not available; machine-readable Excel/.xls downloads and press releases available; third-party R package exists for TEMPO database access)  
- **Update frequency**: Monthly/quarterly (e.g., unemployment, job vacancies, earnings)  
- **Auth required**: None (free public downloads)[[1]](https://insse.ro/cms/en)

**National Bank of Romania (BNR / Banca Națională a României)**  
- **URL**: https://www.bnr.ro/en/642-home (economic/monetary indicators, inflation reports, statistical data)  
- **API**: Partial (no comprehensive public statistical API; exchange rates accessible via third-party APIs; data via downloads/reports)  
- **Update frequency**: Regular (monthly/quarterly economic and financial indicators)  
- **Auth required**: None (free downloads)[[2]](https://www.bnr.ro/en/642-home)

**Eurostat (EU statistical office)**  
- **URL**: https://ec.europa.eu/eurostat (Romania-specific labor force, youth unemployment, employment data with country breakdowns)  
- **API**: Yes (REST/SDMX API for bulk and targeted queries; also databrowser)  
- **Update frequency**: Monthly/quarterly (labor market and youth indicators)  
- **Auth required**: None (free)[[3]](https://tradingeconomics.com/romania/unemployment-less-than-25-years-eurostat-data.html)

**ILOSTAT (ILO)**  
- **URL**: https://ilostat.ilo.org/data/europe-and-central-asia/ (Europe & Central Asia regional focus with Romania country profiles and youth/labor indicators)  
- **API**: Partial (bulk downloads; some programmatic access via tools)  
- **Update frequency**: Annual/periodic (labor force surveys, youth unemployment)  
- **Auth required**: None (free)[[4]](https://ilostat.ilo.org/data/europe-and-central-asia/)

**data.gov.ro (Romanian Open Data Portal)**  
- **URL**: https://data.gov.ro  
- **API**: Yes (CKAN API)  
- **Update frequency**: Varies by dataset (government sources including statistics and economic indicators)  
- **Auth required**: None (free/public domain)[[5]](https://dataportals.org/portal/data-gov-ro/)

**Reliable Romania news RSS feeds (examples of stable sources)**  
- **Examples/URLs**: Hotnews.ro RSS, Jurnalul RSS, Cotidianul RO RSS (curated lists at rss.feedspot.com/romania_news_rss_feeds/)  
- **API**: Yes (standard RSS/Atom feeds)  
- **Update frequency**: Daily/real-time  
- **Auth required**: None (free)[[6]](https://rss.feedspot.com/romania_news_rss_feeds/)

**Notes**:  
- No prominent Romania-specific NGO/think tank public data APIs were identified for crisis monitoring or poverty tracking beyond official/government portals (e.g., Foundation for the Development of Civil Society reports are periodic but not API-driven).  
- Regional ECA coverage is strongest via Eurostat/ILOSTAT (already complementary to World Bank).  
- All listed sources are free/public; focus is on direct, non-modeled data suitable for youth instability tracking (labor, employment, economic indicators).

**No significant developments in the last 60 days (roughly late March–May 2026) that would materially shift Estonia’s youth instability indicators from the baseline (male 15-24 youth unemployment ~20.0% in 2025; instability fuse score 35.2/100).**[[1]](https://documents1.worldbank.org/curated/en/099945308312322859/pdf/IDU0c0d820fc066b604cdc0866302c5893856e3e.pdf)[[2]](https://stat.ee/en/news/unemployment-rate-was-75-last-year)

### 1. Youth Unemployment Data Releases
- **Statistics Estonia (Feb 16, 2026 release, covering full-year 2025)**: Annual average youth (15-24) unemployment reached 20.7% (+1.6 pp from 2024). Young men: 22.5% (+3.6 pp from 2024); young women: 18.8% (−0.5 pp). This aligns closely with the baseline male figure of 20.0%. The biggest rise was among young men.[[2]](https://stat.ee/en/news/unemployment-rate-was-75-last-year)[[2]](https://stat.ee/en/news/unemployment-rate-was-75-last-year)
- **Eesti Pank Labour Market Review 2026 (published April 2026)**: Confirms 2025 youth unemployment at 20.7%. Notes it has remained elevated since the pandemic (higher relative to middle working-age groups due to recession effects and a larger share of school-age youth in the 15-24 cohort). Registered unemployment fell overall (−8.8% year-on-year), but youth rates stayed elevated. NEET (not in education, employment, or training) rates for 15-24 fluctuated 7.9–10.9% (2018–2025). No major new 2026 monthly/quarterly government or ILO/World Bank updates specifically for male youth unemployment beyond these.[[3]](https://haldus.eestipank.ee/sites/default/files/2026-04/tty_1_2026_eng.pdf)
- **Recent monthly indicators (Eurostat/Trading Economics, March 2026 data)**: Total youth (15-24) unemployment at 21.7% in March 2026 (up slightly from 21.6% in February). Broader EU youth rate (under 25) was 15.4% in March 2026. No Estonia-specific male breakdown in the newest releases.[[4]](https://tradingeconomics.com/estonia/youth-unemployment-rate)[[5]](https://ec.europa.eu/eurostat/statistics-explained/index.php?title=Unemployment_statistics)

World Bank modeled ILO estimates and national data continue to reference 2025 figures around the baseline level, with no disruptive new releases in the period.[[6]](https://data.worldbank.org/indicator/SL.UEM.1524.ZS?locations=EE)

### 2. Political, Security, or Economic Events Affecting Young Men (18-35)
No reports of protests, coup attempts, militia recruitment, major economic shocks, or currency issues in Estonia during the period. Searches primarily returned positive or neutral youth-focused activities:
- European Youth Week 2026 (April 24–May 1), emphasizing solidarity and fairness.
- Estonian project ATHENA won 1st prize in the 2026 European Charlemagne Youth Prize for advancing women’s leadership in inclusive democracy.
- Youth workshops (e.g., YouthUp in Tallinn on engaging young people in politics) and scholarship/language camp programs for Estonian youth abroad or international participants.
- No evidence of instability indicators like unrest or recruitment targeting young men.[[7]](https://youth.europa.eu/youthweek_en)[[8]](https://www.instagram.com/p/DYPHfZVDVnZ/)

Global reports (e.g., IPU on youth parliamentary representation) note broader Gen Z dissatisfaction elsewhere but do not flag Estonia-specific risks.[[9]](https://www.ipu.org/news/press-releases/2026-04/youth-representation-in-parliament-flatlines-first-time-in-12-years)

### 3. NGO or Academic Reports on Youth Situation (2025 Publications)
- **Eesti Pank Labour Market Review (April 2026 edition)**: Detailed analysis of 2025 data, highlighting youth unemployment drivers and NEET trends (see above).[[3]](https://haldus.eestipank.ee/sites/default/files/2026-04/tty_1_2026_eng.pdf)
- **Media Literacy Report (Ministry of Education and Research & University of Tartu, covering Nov 2022–Oct 2025, released ~Dec 2025/early 2026)**: Focuses on media literacy and critical skills across age groups; not instability-focused.[[10]](https://www.educationestonia.org/reports/)
- **OECD Economic Survey: Estonia – Foundations for Growth and Competitiveness 2026 (April 2026)**: Broader competitiveness/labor market assessment; no acute youth instability flags.[[11]](https://www.oecd.org/en/publications/2026/04/foundations-for-growth-and-competitiveness-2026_f68a156b/full-report/estonia_6547b0bc.html)

No NGO/academic reports from 2025 indicating heightened risks.

### 4. Internet/Mobile Infrastructure Changes
No shutdowns, coverage reductions, or negative disruptions reported. Ongoing positive developments under the Estonian Digital Agenda 2030 and Broadband Plan 2030 include:
- Support for very high-capacity networks (target ≥100 Mbps, up to 1 Gbps), 5G rollout along transport corridors (target by 2025), and rural expansion.
- No mentions of access restrictions or crises.[[12]](https://digital-strategy.ec.europa.eu/en/policies/digital-connectivity-estonia)

**Overall Assessment**: Data remains consistent with the baseline (slight variations around 20–22% for male youth unemployment, no upward spikes indicating crisis). Positive youth engagement and infrastructure progress continue. No events or reports warrant a significant upward revision to the 35.2/100 instability fuse score. Sources primarily from official statistical agencies, central bank, Eurostat, and international organizations (World Bank, OECD). Key URLs provided in citations.

**Statistics Estonia (Statistikaamet)**  
- URL: https://www.stat.ee/en (main); developers/API: https://stat.ee/en/statistikaamet/developers (API manual: https://andmed.stat.ee/help/api-manual.pdf)  
- API: Yes (dedicated statistical database API for queries and downloads)  
- Update frequency: Quarterly (e.g., labor force/unemployment data); varies by indicator  
- Auth: None (public/free)  
- Notes: Primary source for official Estonian unemployment, labor force participation, employment rates (including youth-relevant breakdowns via Labour Force Survey). Machine-readable via API or bulk downloads.[[1]](https://www.stat.ee/en)

**Eesti Pank (Bank of Estonia)**  
- URL: https://www.eestipank.ee/en/statistics (or http://statistika.eestipank.ee/#/en)  
- API: No (or partial; focuses on web dissemination and downloads)  
- Update frequency: Continuous/regular releases (e.g., balance of payments, economic/financial indicators; release calendar available)  
- Auth: None (public/free)  
- Notes: Official economic and financial statistics for Estonia; complements labor data with broader economic context for youth employment/instability tracking. Data often aligned with ECB/Eurostat standards.[[2]](https://www.eestipank.ee/en/statistics)

**Eurostat**  
- URL: https://ec.europa.eu/eurostat/ (data browser/database)  
- API: Yes (REST APIs including SDMX 2.1, Statistics API, JSON/Unicode web services; full documentation available)  
- Update frequency: Frequent (monthly/quarterly for labor/youth indicators; country-level breakdowns for EU/Estonia)  
- Auth: None (public/free)  
- Notes: Comprehensive Europe-wide database with Estonia-specific youth unemployment, employment, and labor market data (e.g., ages 15-24). Regional coverage for Europe & Central Asia context.[[3]](https://ec.europa.eu/eurostat/web/user-guides/data-browser/api-data-access/api-introduction)

**ILOSTAT (Europe and Central Asia section)**  
- URL: https://ilostat.ilo.org/data/europe-and-central-asia/  
- API: Yes (web service for data access; bulk downloads and snapshots also available)  
- Update frequency: Regular (annual/periodic labor statistics updates)  
- Auth: None (public/free)  
- Notes: Regional labor statistics with country breakdowns including Estonia; youth employment/unemployment indicators. Complements national sources.[[4]](https://ilostat.ilo.org/data/europe-and-central-asia/)

**Estonian news outlets (RSS feeds)**  
- Examples: ERR.ee, Postimees, or aggregated lists (e.g., via Feedspot Estonia News RSS)  
- URL: Varies (e.g., search "Estonia news RSS" or specific site RSS endpoints like https://news.err.ee/rss)  
- API: Partial (standard RSS/Atom feeds; some sites offer additional APIs or structured data)  
- Update frequency: Real-time/daily  
- Auth: None (public/free)  
- Notes: Reliable coverage of local events, economy, youth issues, and instability signals. General news APIs (e.g., NewsData.io) can filter for Estonia but are not Estonia-specific.[[5]](https://rss.feedspot.com/estonia_news_rss_feeds/)

**Additional notes**:  
- No prominent Estonia-specific NGO/think tank public data APIs for crisis/poverty monitoring were identified in searches (general sources like HDX or World Bank dominate). Eurostat/ILOSTAT provide the strongest regional Europe & Central Asia coverage with Estonia breakdowns. All listed sources are publicly accessible and focus on raw/official data rather than modeled estimates. Verify current API status via official docs, as interfaces can evolve.

**No major developments in the last ~60 days (late March–May 26, 2026) indicate a significant shift in Morocco’s youth instability indicators from the baseline (male 15-24 youth unemployment ~21.7% modeled for 2025; instability fuse score 36.8/100).**[[1]](https://fred.stlouisfed.org/series/SLUEM1524ZSMAR)[[2]](https://www.ecofinagency.com/news/0805-55398-morocco-s-unemployment-rate-falls-to-10-8-in-first-quarter-2026)

Key updates center on new official labor data released in early May 2026, with positive infrastructure trends and no reported escalatory political/security events targeting or involving young men (18-35) in the period.

### 1. Youth Unemployment Data Releases
The High Commission for Planning (HCP) released Q1 2026 results from its new Labor Force Survey (EMO2026) on or around May 5, 2026. This survey aligns with updated ILO standards and uses a stricter definition of unemployment (only those without work who are actively seeking and immediately available). Data are **not directly comparable** to prior series.[[2]](https://www.ecofinagency.com/news/0805-55398-morocco-s-unemployment-rate-falls-to-10-8-in-first-quarter-2026)[[3]](https://en.industries.ma/morocco-unemployment-at-10-8-in-q1-2026-says-hcp/)

- **Overall strict unemployment**: 10.8% (1.253 million people), down from 13% for full-year 2025. Urban: 13.5%; rural: 6.1%. Men: 9.4%; women: 16.1%.[[2]](https://www.ecofinagency.com/news/0805-55398-morocco-s-unemployment-rate-falls-to-10-8-in-first-quarter-2026)[[4]](https://en.yabiladi.com/articles/details/193916/morocco-unemployment-hits-2026-youth)
- **Youth (15-24)**: 29.2% (highest exposure group), followed by 25-34 at 16.1%. Youth labor force participation is low (~23.4%). Composite labor underutilization rate for youth: 45.3%.[[2]](https://www.ecofinagency.com/news/0805-55398-morocco-s-unemployment-rate-falls-to-10-8-in-first-quarter-2026)[[5]](https://apanews.net/moroccos-unemployment-rate-at-10-8-in-q1-2026/)
- Broader context: World Bank/ILO modeled estimates show youth total (15-24) unemployment around 21.88% for 2025 (annual). Quarterly national estimates (older methodology) were higher, e.g., ~37.2% in Q4 2025.[[1]](https://fred.stlouisfed.org/series/SLUEM1524ZSMAR)[[6]](https://tradingeconomics.com/morocco/youth-unemployment-rate)

No new breakdown specifically for **males aged 15-24** was identified in the Q1 release. The government’s 2025 employment roadmap targets reducing unemployment to 9% by 2030 via 1.45 million jobs, vocational training, and youth/women integration.[[2]](https://www.ecofinagency.com/news/0805-55398-morocco-s-unemployment-rate-falls-to-10-8-in-first-quarter-2026)

**Flag for score**: The reported youth rate (29.2%) exceeds the baseline modeled figure, but methodological changes limit direct comparison. Overall unemployment declined modestly. No immediate major upward pressure on the fuse score.

### 2. Political, Security, or Economic Events Affecting Young Men (18-35)
No significant new protests, coup attempts, militia activity, currency crises, or economic shocks involving young men were reported in the March–May 2026 window.[[7]](https://www.gisreportsonline.com/r/gen-z-protests-ignite-across-morocco/)

- The major youth-led “Gen Z 212” protests (demanding jobs, better health/education services, and criticizing World Cup spending/corruption) occurred September–October 2025, with clashes, arrests, and a few deaths; government responses (including reform pledges) followed in October 2025.[[8]](https://en.wikipedia.org/wiki/2025_Moroccan_Gen_Z_protests)[[9]](https://www.aljazeera.com/news/2025/9/29/gen-z-protesters-rally-across-morocco-demanding-health-education-reforms)
- A January 2026 Tangier demonstration focused on Palestine/Israel normalization (not youth-specific instability).[[10]](https://www.facebook.com/tmjnewsnetwork/posts/on-january-23-2026-in-tangier-morocco-large-crowds-gathered-in-the-streets-to-pr/1323125813180577/)

**Flag for score**: None in the review period. Lingering effects from 2025 unrest or upcoming elections could be monitored.

### 3. NGO or Academic Reports on Youth Situation (2025–2026)
- **BTI 2026 Morocco Country Report** (Bertelsmann Transformation Index): Notes high youth unemployment/NEET rates, economic inequality, low youth civic/political engagement (mostly religious or charity-focused rather than political), and risks of unrest from disparities and governance issues. Youth unemployment highlighted as needing SME support, economic diversification, and education-labor alignment.[[11]](https://bti-project.org/en/reports/country-report/MAR)[[11]](https://bti-project.org/en/reports/country-report/MAR) URL: https://bti-project.org/en/reports/country-report/MAR
- **UNESCO 2026 Global Education Monitoring Report** (Morocco case study): Documents sharp gains in school access (e.g., out-of-school adolescents/youth down significantly since 2000), but persistent rural-urban gaps, dropouts (~270,000–280,000 annually, concentrated rurally), and learning challenges.[[12]](https://www.unesco.org/gem-report/en/2026-gem-report-country-case-studies/morocco)[[13]](https://www.facebook.com/hespresseng/posts/nearly-280000-moroccan-students-dropped-out-of-school-in-2025-according-to-a-rec/1321382140127717/)
- Other 2025 references (e.g., Afrobarometer June 2025, World Bank youth employment analysis) predate the period or reiterate structural issues like high tertiary graduate unemployment.[[14]](https://www.afrobarometer.org/wp-content/uploads/2025/06/AD1004-Youth-like-Moroccos-direction-even-as-jobs-remain-scarce-and-interest-in-emigration-grows-Afrobarometer-20june25.pdf)

No major new NGO/academic releases specifically from the last 60 days were identified.

**Flag for score**: Reinforces baseline concerns around youth exclusion but does not signal acute recent deterioration.

### 4. Internet/Mobile Infrastructure Changes
- Positive developments: Morocco ranks as Africa’s leader in mobile internet speed (~123.87 Mbps in recent 2026 data), supported by 4G expansion and ongoing investments.[[15]](https://www.instagram.com/reel/DUz3d38iGur/)
- Broader push: Commitments of ~$8.6 billion for high-speed internet and 5G rollout as part of digital economy and national broadband plans; near-universal basic coverage achieved in targeted areas.[[16]](https://www.instagram.com/p/DXZj-ehik5K/)
- No reported shutdowns, blackouts, or coverage reductions in Q1/Q2 2026 (unlike some other African countries).[[17]](https://blog.cloudflare.com/q1-2026-internet-disruption-summary/)

**Flag for score**: Net positive for connectivity and potential youth mobilization/economic access; no destabilizing restrictions noted.

**Overall Assessment**: The most concrete recent data point is the May 2026 HCP release showing youth unemployment at 29.2% under new metrics amid a slight overall improvement. Infrastructure gains are favorable. Absent major shocks or unrest in the review window, there is no clear evidence of a significant upward revision to the 36.8/100 instability fuse score. Continued monitoring of Q2 labor data, implementation of employment reforms, and any pre-election dynamics is recommended. Primary sources include HCP-linked reports and the cited URLs above.

**Haut-Commissariat au Plan (HCP, Morocco’s national statistics office)**: https://www.hcp.ma/ (labor market/employment/unemployment sections and Bases de données); partial API (automatic data publication via APIs noted in government sources; also CKAN-style access via national portal); quarterly (labor force survey/EMO2026 and related notes) or annual; none/free. Machine-readable downloads (tables, microdata/open data files) available for unemployment, labor force participation, youth employment, etc.[[1]](https://data.gov.ma/fr/actualites/publication-automatiques-des-donnees-des-apis-du-hcp)[[2]](https://www.hcp.ma/)

**Bank Al-Maghrib (central bank)**: https://www.bkam.ma/ (Statistics section: monetary stats, key indicators, banking sector, weekly indicators); no API; weekly (indicators) or quarterly/annual (monetary/banking reports and surveys); none/free. Primarily PDF downloads of economic/financial indicators relevant to youth employment and broader economy.[[3]](https://www.bkam.ma/en/Statistics/Monetary-statistics/Key-indicators-of-monetary-statistics)

**Arab Development Portal (ESCWA)**: https://data.unescwa.org/ (country dashboards for Morocco and Arab region, data catalog, SDG tracking); no dedicated public API mentioned (focus on dashboards, downloads, and visualization); varies by dataset/source (often annual or periodic); none/free. Covers MENA countries (including Morocco) with breakdowns on employment, poverty, youth, SDGs; aggregates from UN and national sources.[[4]](https://data.unescwa.org/)

**African Development Bank (AfDB) Open Data / Africa Information Highway portal**: https://dataportal.opendataforafrica.org/ (AfDB Socio-Economic Database); yes (open data portal with download/API access options); regular/periodic updates (time series from 1960s onward); none/free. Country-level data for Morocco (and other African nations) on socio-economic indicators, employment, governance, infrastructure; relevant for youth/economic instability tracking.[[5]](https://dataportal.opendataforafrica.org/nbyenxf/afdb-socio-economic-database-1960-2020)

**Morocco National Open Data Portal (data.gov.ma)**: https://www.data.gov.ma/; yes (CKAN API documented); varies by dataset; none/free. Aggregates public datasets from government sources (including HCP labor/economic data); machine-readable formats (CSV, etc.).[[6]](https://www.data.gov.ma/)

**Morocco news RSS feeds (aggregated reliable local/regional sources)**: https://rss.feedspot.com/morocco_rss_feeds/ (e.g., Hespress, 2M, other Moroccan outlets); RSS feeds (not full API but machine-readable); real-time/near real-time; none/free. Provides reliable coverage of Morocco-specific events, economy, youth issues.[[7]](https://rss.feedspot.com/morocco_rss_feeds/)

**NewsAPI (Morocco-specific endpoint)**: https://newsapi.org/s/morocco-news-api (country=ma parameter); yes API; real-time; paid (API key required, free tier available with limits). Aggregates headlines from Moroccan and international sources covering the country.[[8]](https://newsapi.org/s/morocco-news-api)

**Notes**: 
- HCP is the primary source for detailed unemployment/labor data (including youth-specific via new EMO2026 survey); combine with national open data portal for easier API access. 
- No prominent NGO/think-tank public APIs specifically for Morocco crisis/poverty tracking were identified in searches (regional ones like AfDB/ESCWA or HDX humanitarian datasets may supplement). 
- All listed are accessible without inference or modeling. Verify current access/terms directly, as availability can change. Regional options (ESCWA, AfDB) explicitly support MENA + related countries with breakdowns.

**Recent youth unemployment data (last 60 days, ~late March–May 2026) shows stability or minor fluctuations around the 2025 baseline of 23.9% for males aged 15–24.**[[1]](https://tradingeconomics.com/spain/youth-unemployment-rate)[[2]](https://ec.europa.eu/eurostat/web/products-euro-indicators/w/3-30042026-cp)

- Eurostat data (via Trading Economics): Overall youth unemployment (15–24) stood at 24.3% in March 2026, down slightly from 24.4% in February 2026. Spain remains among the higher rates in the EU (EU average 15.4% in March 2026).[[1]](https://tradingeconomics.com/spain/youth-unemployment-rate)[[2]](https://ec.europa.eu/eurostat/web/products-euro-indicators/w/3-30042026-cp)
- Annual 2025 figure: 24.75% (Statista) or 24.745% (FRED/World Bank modeled ILO estimate).[[3]](https://www.statista.com/statistics/813014/youth-unemployment-rate-in-spain/?srsltid=AfmBOopTJy4WUUnVBKA5ZX9CzqldJ8oHI6WzbOln27XTtKenn15l15N4)[[4]](https://fred.stlouisfed.org/series/SLUEM1524ZSESP)
- Male-specific: 24.1% in December 2025 (Trading Economics/Eurostat); no newer monthly male breakdown identified in recent releases.[[5]](https://tradingeconomics.com/spain/youth-unemployment-rate-males-eurostat-data.html)
- Broader context (15–29): Santander report cites 29.2% youth unemployment in Spain vs. 13.3% EU average.[[6]](https://www.santander.com/en/press-room/insights/the-state-of-youth-in-spain-and-europe)

No new standalone ILO or World Bank youth unemployment releases were identified in the period; data aligns with ongoing Eurostat monthly reporting. No significant deviation from the 23.9% male baseline that would immediately shift the instability fuse score.

**Political, security, and economic events (last 60 days) affecting young men (18–35):** Limited direct instability signals, but notable protests highlight housing and political grievances that disproportionately impact young adults.[[7]](https://apnews.com/article/spain-housing-crisis-protest-airbnb-4faabcdaa459c5544cb8b7aacc6c67d0)[[8]](https://www.aljazeera.com/news/2026/5/23/thousands-march-in-madrid-demanding-spanish-pm-quit-over-graft-allegations)

- May 24, 2026: Thousands protested in central Madrid against spiraling housing costs (rentals and purchases), which have priced many young Spaniards out of the market amid economic growth. Protesters jangled keys in symbolic action.[[7]](https://apnews.com/article/spain-housing-crisis-protest-airbnb-4faabcdaa459c5544cb8b7aacc6c67d0)[[9]](https://www.washingtonpost.com/business/2026/05/24/spain-housing-crisis-protest-airbnb/da85cd42-575e-11f1-8a9d-afb1148204e1_story.html)
- May 23, 2026: Thousands marched in Madrid’s “Dignity Parade” demanding PM Pedro Sánchez’s resignation over graft/corruption allegations involving his family and entourage.[[8]](https://www.aljazeera.com/news/2026/5/23/thousands-march-in-madrid-demanding-spanish-pm-quit-over-graft-allegations)
- Earlier context (March 2026): Financial Times reporting on young Spanish men shifting toward the radical right/conservative views amid economic frustrations (“angry young men”).[[10]](https://www.ft.com/content/7e2fbc9c-19ba-41a7-9e33-d06fb3361c31?syn-25a6b1a6=1)

No reports of coup attempts, militia recruitment, or currency/economic shocks specific to the period. Housing affordability remains a persistent pressure point for youth emancipation and stability.[[6]](https://www.santander.com/en/press-room/insights/the-state-of-youth-in-spain-and-europe)

**NGO/academic reports on Spain’s youth situation (published 2025 or referencing recent data):** Several relevant publications, though most predate the strict last-60-day window.

- Banco Santander insights (recent/referenced in 2026 coverage): Details high youth unemployment (15–29 at 29.2%), temporary contracts exceeding 50% (double the EU rate), and lagging emancipation rates compared to 2009 levels.[[6]](https://www.santander.com/en/press-room/insights/the-state-of-youth-in-spain-and-europe)[[6]](https://www.santander.com/en/press-room/insights/the-state-of-youth-in-spain-and-europe)
- Funcas (September 2025): Analysis of ideological gender divide among youth, with young men shifting rightward.[[11]](https://www.funcas.es/wp-content/uploads/2025/09/Focus-2509_Final2.pdf)
- Other 2025 items include OECD Education at a Glance (Spain country note), Eurydice education reforms (e.g., February 2026 inspection decree, 2025 emergency training plans), and Open Government Partnership commitments on youth associations (2025–2029 action plan).[[12]](https://www.oecd.org/en/publications/education-at-a-glance-2025_1a3543e2-en/spain_ce6a534e-en.html)[[13]](https://eurydice.eacea.ec.europa.eu/eurypedia/spain/national-reforms-general-school-education)[[14]](https://www.opengovpartnership.org/the-open-gov-challenge/spain-regulatory-framework-youth-associations/)

No major new 2026 instability-focused NGO reports identified in the window.

**Internet/mobile infrastructure access:** No changes, shutdowns, or significant coverage shifts reported in Spain during the last 60 days.[[15]](https://www.accessnow.org/campaign/2026-elections-and-internet-shutdowns-watch/)[[16]](https://tradingeconomics.com/spain/level-of-internet-access-eurostat-data.html)

- Internet access reached 97.43% (end-2025 Eurostat figure); ongoing 5G rollout and rural broadband initiatives continue under the Spain Digital Agenda, with no disruptions noted.[[16]](https://tradingeconomics.com/spain/level-of-internet-access-eurostat-data.html)[[17]](https://digital-strategy.ec.europa.eu/en/policies/digital-connectivity-spain)
- Historical context includes 2025 mobile outages (e.g., Telefónica issues), but none recent. High broadband/mobile penetration persists.[[18]](https://www.fierce-network.com/wireless/2nd-major-cellular-disruption-weeks-hits-spain)

**Assessment for instability fuse score shift (baseline 39.1/100):** No major triggers identified. Youth unemployment remains elevated but stable/consistent with the 23.9% male baseline (slight March uptick to ~24.3% overall). Recent May protests signal youth discontent over housing affordability and politics, aligning with documented shifts in young men’s attitudes, but these appear contained and non-violent. No evidence of escalation into broader instability. Continued monitoring of housing protests, political tensions, and Q2 2026 labor data recommended; current indicators suggest minimal immediate score impact. 

Key sources: Trading Economics/Eurostat (https://tradingeconomics.com/spain/youth-unemployment-rate), AP News (housing protest, https://apnews.com/article/spain-housing-crisis-protest-airbnb-4faabcdaa459c5544cb8b7aacc6c67d0), Al Jazeera (political march, https://www.aljazeera.com/news/2026/5/23/thousands-march-in-madrid-demanding-spanish-pm-quit-over-graft-allegations), Santander (https://www.santander.com/en/press-room/insights/the-state-of-youth-in-spain-and-europe).

**INE (Instituto Nacional de Estadística – Spain’s national statistics institute)**  
- URL: https://www.ine.es/ (INEbase data portal and labor force survey/EPA pages)  
- API: Yes (INEbase OpenAPI / JSON web service for programmatic access to statistical tables and data)  
- Update frequency: Quarterly (labor force/unemployment data via the continuous EPA survey); other indicators vary by release schedule  
- Auth/cost: None (public/open); free machine-readable downloads and API access available[[1]](https://www.ine.es/en/)[[2]](https://www.ine.es/dyngs/DAB/en/index.htm?cid=1099)

**Banco de España (central bank)**  
- URL: https://www.bde.es/ (Statistics section and BIEST time-series database)  
- API: Yes (JSON Statistics web service for series data, latest values, and historical queries)  
- Update frequency: Varies by series (many economic/financial indicators updated frequently, e.g., monthly/quarterly)  
- Auth/cost: None (public); free access documented for integration into programs[[3]](https://www.bde.es/wbe/en/estadisticas/)[[4]](https://www.bde.es/webbe/en/estadisticas/recursos/api-estadisticas-bde.html)

**Eurostat (EU statistical office – primary regional source for Europe with Spain breakdowns)**  
- URL: https://ec.europa.eu/eurostat/ (data browser/database)  
- API: Yes (REST API with SDMX 2.1/JSON-stat support for metadata and data queries)  
- Update frequency: Twice daily (when new data available)  
- Auth/cost: None (public/open); free programmatic access, including youth employment, labor force, and related indicators with country-level detail for Spain[[5]](https://ec.europa.eu/eurostat/web/user-guides/data-browser/api-data-access/api-introduction)

**Additional notes on other categories**  
- Finance ministry or dedicated youth-employment portals: No prominent public API identified beyond the above (data often flows through INE or Banco de España).  
- Regional ECA databases (e.g., equivalents to AfDB/ADB/ESCWA): Eurostat is the core relevant source for Europe; OECD data portals also provide complementary Spain/Europe indicators (typically via downloads or their own APIs, free/public).  
- News RSS feeds/APIs: Reliable Spain-focused RSS available from major outlets (e.g., El País, El Mundo); dedicated news APIs (e.g., World News API Spain endpoint) exist with free tiers but are generally paid for heavy use. No single authoritative “youth instability” news API found.  
- NGO/think-tank public data APIs: Limited; most youth/poverty/crisis data for Spain is published via INE, Eurostat, or Banco de España rather than direct NGO APIs. Examples like social security researcher portals exist but require applications and are not open public APIs.[[6]](https://portaldatos.seg-social.gob.es/en/home)

These sources focus on primary, non-modeled/official statistics suitable for youth employment, labor, and economic indicators. All listed APIs are documented as public and free for standard use.

**No significant new developments in the last ~60 days (roughly late March–May 2026) indicate a major shift in Finland’s youth instability baseline (male 15-24 unemployment 22.2% in 2025; fuse score 40.1/100).** Youth unemployment remains elevated but shows minor stabilization or slight improvement in the most recent monthly data, with persistent broader economic pressures. No protests, security incidents, militia activity, or infrastructure disruptions were identified.[[1]](https://internationalinvestment.biz/en/news/7824-finlands-jobless-rate-climbs-again.html)[[2]](https://stat.fi/en/publication/cmfp8krfh9xpz08urq66cuzar)

### 1. Youth/Male Unemployment Data (ILO/World Bank/Eurostat/Statistics Finland)
- **Statistics Finland release (April 22, 2026, for March 2026 data)**: Youth (15–24) unemployment rate at 24.3% (down 0.9 pp year-over-year from 25.2%). Trend-adjusted rate: 22.0%. Overall unemployment rose to 11.1% (315,000 unemployed), with total employment at 2,524,000. Factors cited: higher energy prices and weak demand. Youth share of unemployed was not the primary driver of the overall rise.[[2]](https://stat.fi/en/publication/cmfp8krfh9xpz08urq66cuzar)[[1]](https://internationalinvestment.biz/en/news/7824-finlands-jobless-rate-climbs-again.html)
- **Other March 2026 figures**: Trading Economics reports 24.3% youth unemployment (down from 24.6% in February 2026), sourced from Statistics Finland. YCharts lists 20.2% for March 2026 (noting monthly volatility; down from 23.6% prior month).[[3]](https://tradingeconomics.com/finland/youth-unemployment-rate)[[4]](https://ycharts.com/indicators/finland_youth_unemployment_rate_lfs)
- **Gender split (YLE, March 30, 2026)**: Young women’s unemployment rate at 21.8%; young men’s at 21.7% (near parity, with men’s rate stable or not declining).[[5]](https://yle.fi/a/74-20218062)
- **Context vs. baseline**: Annual 2025 modeled/estimated figures (e.g., World Bank/FRED ~21.5% total youth unemployment) align closely with the 22.2% male baseline. No new ILO or World Bank modeled estimates released in the period; Eurostat/OECD updates are EU-wide or general (e.g., OECD March 2026 note on youth gaps). No sharp deterioration.[[6]](https://fred.stlouisfed.org/series/SLUEM1524ZSFIN)[[7]](https://www.oecd.org/content/dam/oecd/en/data/insights/statistical-releases/2026/3/unemployment-rates-oecd-03-2026.pdf)

### 2. Political, Security, or Economic Events Affecting Young Men (18–35)
- **Economic pressures**: Unemployment climb in spring 2026 tied to structural factors; no currency crisis or acute shock. Youth unemployment remains structurally high but not the main contributor to the latest overall rise.[[1]](https://internationalinvestment.biz/en/news/7824-finlands-jobless-rate-climbs-again.html)
- **Gendered vulnerabilities report (January 14, 2026)**: Finnish government (STM) report highlights declining boys’ learning outcomes, rising violence-related risks, loneliness, and the need for gender-sensitive (vs. neutral) policies in education, health, and social services. Frames boys/young men as requiring targeted national action to address competence gaps and violence prevention.[[8]](https://stm.fi/en/-/poikien-osaamistadrop-in-boys-learning-outcomes-and-violence-related-risks-call-for-joint-national-solutionsson-lasku-ja-vakivallan-riskit-vaativat-yhteisia-kansallisia-ratkaisuja)[[9]](https://valtioneuvosto.fi/search?q=inclusion)
- No reports of protests, coup attempts, militia recruitment, or similar events involving young men in the period. Broader YPS (Youth, Peace and Security) discussions reference Finland’s National Action Plan (published ~late 2025) but note no acute domestic instability.[[10]](https://cnxus.org/wp-content/uploads/2025/01/UM_2025_6eng.pdf)

### 3. NGO/Academic Reports on Youth Situation (2025–2026)
- **January 14, 2026 government report** (detailed above) on boys’ outcomes and violence risks.
- **March 30, 2026 YLE reporting** on youth unemployment gender dynamics (cited above).
- **April 14, 2026 academic/study note**: Rising interest in Christianity among young men, linked to searches for meaning amid uncertainty.[[11]](https://www.eurekalert.org/news-releases/1124039)
- Earlier/late 2025 items (e.g., Finland’s YPS National Action Plan) predate the window but remain relevant contextually; no major new NGO releases flagged in searches.[[12]](https://julkaisut.valtioneuvosto.fi/items/0e5159d9-cbd9-4fa1-8020-654467b8f7fe)

### 4. Internet/Mobile Infrastructure
- No shutdowns, rollbacks, or coverage crises. Positive continuity: Major operators (DNA, Telia, Elisa) report strong 4G/5G coverage (>96–99% population in recent statements). Opensignal’s May 2026 Mobile Network Experience report highlights competitive performance (e.g., DNA on speeds, Elisa on coverage). EU digital strategy notes ongoing fiber/competition-driven rollout with public support for underserved areas.[[13]](https://www.roafly.com/blog/how-to-get-internet-in-finland)[[14]](https://insights.opensignal.com/finland)

**Overall assessment for instability score**: No acute triggers (e.g., sudden unemployment spike, unrest, or access restrictions) that would meaningfully elevate the fuse score above the 40.1/100 baseline. Persistent high youth unemployment (~21–24% range) and emerging policy focus on boys/young men’s education/violence risks represent ongoing structural concerns rather than rapid deterioration. Minor positive signal from March 2026 youth rate decline YoY. Continued monitoring of Q2 2026 Statistics Finland releases recommended. All cited figures from official or reputable secondary sources with direct links above.

**Statistics Finland (Tilastokeskus) – Labour Force Survey / StatFin database**  
- URL: https://pxdata.stat.fi/PXWeb/pxweb/en/StatFin/ (labour tables, e.g., tyti for unemployment by age)  
- API: Yes (PxWeb REST API – supports JSON, CSV, PX, etc.; machine-readable downloads also available)  
- Update frequency: Monthly/quarterly for unemployment and labour indicators (age breakdowns available)  
- Auth required: None (open/public)[[1]](https://stat.fi/en/services/statistical-data-services/open-data-and-interfaces/interface-use-of-databases)

**Bank of Finland (Suomen Pankki) – Open Data / Statistics portal**  
- URL: https://www.suomenpankki.fi/en/statistics/open-data/ (joint with FIN-FSA)  
- API: Yes (multiple open APIs for economic/financial indicators, including employment-related)  
- Update frequency: Varies by dataset (often monthly/quarterly for macro indicators)  
- Auth required: None (open/public)[[2]](https://www.suomenpankki.fi/en/statistics/open-data/)

**Eurostat – REST API / Data Browser (Europe & Central Asia coverage with Finland breakdowns)**  
- URL: https://ec.europa.eu/eurostat/web/json-and-unicode-web-services (or dissemination/statistics API)  
- API: Yes (full REST/JSON-Stat API; country-level filters for FI)  
- Update frequency: Twice daily (11:00 and 23:00 CET) when new data available  
- Auth required: None (free/open)[[3]](https://ec.europa.eu/eurostat/web/user-guides/data-browser/api-data-access/api-introduction)

**Finnish Immigration Service (Migri) – Official RSS feeds**  
- URL: https://migri.fi/en/rss-feeds (press releases, bulletins, exception info)  
- API: No (RSS feeds only)  
- Update frequency: As published (irregular, event-driven)  
- Auth required: None (public RSS)[[4]](https://migri.fi/en/rss-feeds)

**General Finland news RSS aggregators / feeds (e.g., via Feedspot-curated reliable sources or Yle/Helsingin Sanomat)**  
- URL: https://rss.feedspot.com/finland_rss_feeds/ (or individual outlets like yle.fi, hs.fi)  
- API: No (RSS/Atom feeds; some outlets offer developer APIs)  
- Update frequency: Daily/real-time as news published  
- Auth required: None (public RSS; API keys may apply for commercial news APIs)[[5]](https://rss.feedspot.com/finland_rss_feeds/)

**Notes**: No prominent Finland-specific NGO/think-tank public data APIs for crisis/poverty/youth tracking were identified beyond the above official sources (Eurostat and national stats cover most needs). All listed sources are free and directly relevant to youth unemployment, labour, and economic instability indicators. They complement the already-used sources (e.g., World Bank, ACLED) with higher-granularity national/EU data.

**No major new government, ILO, or World Bank releases on youth (15-24) or male youth unemployment in Sweden appear in the last 60 days (roughly late March–May 2026).**[[1]](https://www.scb.se/en/finding-statistics/statistics-by-subject-area/labour-market/labour-force-supply/labour-force-surveys-lfs/pong/statistical-news/labour-force-surveys-lfs-february-2026/)[[2]](https://tradingeconomics.com/sweden/unemployment-rate)

Statistics Sweden (SCB) Labour Force Survey data for February 2026 (released ~March 2026) reports an overall youth (15–24) unemployment rate of 24.5% (169,000 unemployed young people, many full-time students). Employment among this group rose year-on-year. April 2026 data showed a youth rate of 26.5% (179,000 unemployed). These figures are close to the baseline of 25.2% for males aged 15–24 in 2025 and show no sharp deterioration.[[1]](https://www.scb.se/en/finding-statistics/statistics-by-subject-area/labour-market/labour-force-supply/labour-force-surveys-lfs/pong/statistical-news/labour-force-surveys-lfs-february-2026/)[[2]](https://tradingeconomics.com/sweden/unemployment-rate)

World Bank/ILO-modeled estimates and annual figures (e.g., FRED/World Bank) primarily cover up to 2025 (overall youth ~24.3%). No fresh 2026 male-specific modeled estimates were released in the period.[[3]](https://fred.stlouisfed.org/series/SLUEM1524ZSSWE)

**Significant events affecting young men (18–35):** The main development involves ongoing enforcement of strict migration rules, with deportations of young people (including those who arrived as children) upon turning 18, often to countries like Iran or Egypt. This has sparked protests across ~30 cities, public anger, and media coverage in March–April 2026 (e.g., DW reports March 26–30, 2026; related HRW dispatch February 2026). The government reached an agreement with the Sweden Democrats around early March 2026 to halt some such deportations for well-integrated young adults.[[4]](https://www.dw.com/en/young-immigrants-who-grew-up-in-sweden-facing-deportation/video-76457260)[[5]](https://www.facebook.com/TheLocalSweden/posts/swedens-government-backs-down-on-deportations-in-migration-u-turn-%EF%B8%8F/929211459690759/)

A separate peaceful pro-US demonstration (up to 10,000 participants) occurred on April 11, 2026, near the US Embassy in Stockholm.[[6]](https://se.usembassy.gov/security-alert-u-s-embassy-stockholm-sweden-april-10-2026/)

No reports of coups, militia recruitment, major economic shocks, or currency crises emerged. Protests appear contained and have not escalated into widespread violence or instability.

**NGO/academic reports on Sweden’s youth situation (2025–2026):** A May 14, 2026 article highlights a University of Gothenburg interview-based study (“Becoming a Well-Integrated Migrant in Sweden: Young Afghans Narratives...”) on young Afghan migrants’ integration experiences, noting a shift toward viewing integration as individual assimilation. This ties into broader policy discussions on migrant youth.[[7]](https://www.eureporter.co/world/sweden/2026/05/14/sweden-sees-changes-to-integration-policy-and-research-on-migrant-youth/)

Other reports (e.g., Bris Children’s Report 2025 on gang crime/eating disorders/digital issues; OECD education review; UNESCO global 2026 Youth Report) are either from earlier in 2025 or global in scope and not newly published in the last 60 days.[[8]](https://eurochild.org/news/how-are-children-in-sweden-doing-in-2025/)

**Internet/mobile infrastructure:** No shutdowns, coverage losses, or disruptive changes reported. Developments include ongoing implementation of the EU Gigabit Infrastructure Regulation (applicable from late 2025), proposals for telecom reforms (public consultation into April 2026), continued 5G/broadband rollout under Sweden’s 2025–2030 digitalization strategy, and legacy copper network phase-out planning (longer-term). Access and resilience are emphasized as policy priorities.[[9]](https://www.twobirds.com/en/insights/2026/sweden-reshaping-of-the-telecoms-landscape-in-2026)[[10]](https://digital-strategy.ec.europa.eu/en/policies/digital-connectivity-sweden)

**Assessment vs. baseline (youth male unemployment 25.2% in 2025; instability fuse score 40.3/100):** Recent data shows youth unemployment stable or marginally fluctuating around baseline levels with no sharp worsening. The deportation/protest developments highlight tensions around migrant youth integration and policy but have prompted government adjustments and remain non-violent. No events or data points indicate a significant upward shift in the instability score. Continued monitoring of migrant youth outcomes and labor market trends for young men is recommended.

**Statistics Sweden (SCB) – Labour Force Surveys (LFS) and related labor/unemployment data**  
- URL: https://www.scb.se/en/ (main) and https://www.scb.se/en/services/open-data-api/ (API/docs); Statistical Database at https://www.statistikdatabasen.scb.se/pxweb/en/ssd/  
- API: Yes (PxWebApi / open data JSON-stat API at api.scb.se)  
- Update frequency: Monthly (LFS unemployment/employment rates, including youth breakdowns); quarterly/annual for some series  
- Auth required: None (open/public; no key needed for standard use)[[1]](https://www.scb.se/en/services/open-data-api/)[[2]](https://apify.com/parseforge/statistik-sweden-scraper)

**Sveriges Riksbank (Swedish Central Bank) – Macroeconomic indicators, forecasts, labor market data**  
- URL: https://www.riksbank.se/en-gb/statistics/ (forecasts/outcomes, interest rates/exchange rates) and https://developer.api.riksbank.se/ (API portal)  
- API: Yes (REST APIs for forecasts/outcomes, interest/exchange rates, SWESTR; also covers labor market variables like unemployment)  
- Update frequency: Varies (monthly for rates/inflation; quarterly for GDP/labor market forecasts and outcomes)  
- Auth required: None for basic/open access; free registration/API key for higher rate limits[[3]](https://www.riksbank.se/en-gb/statistics/macro-indicators/forecasts-and-outcomes/retrieving-forecasts-and-outcomes-via-api/)[[4]](https://www.riksbank.se/en-gb/statistics/interest-rates-and-exchange-rates/retrieving-interest-rates-and-exchange-rates-via-api/)

**Eurostat – Youth unemployment, labor market, and economic indicators (Europe & Central Asia breakdowns)**  
- URL: https://ec.europa.eu/eurostat (databrowser) and API docs via SDMX RESTful web service  
- API: Yes (SDMX 2.1 RESTful API for data and metadata)  
- Update frequency: Monthly (unemployment rates, including youth 15-24); quarterly/annual for broader indicators  
- Auth required: None (open/public)[[5]](https://tradingeconomics.com/sweden/youth-unemployment-rate-eurostat-data.html)

**Konjunkturinstitutet (National Institute of Economic Research, NIER) – Economic indicators and forecasts (labor market, youth-relevant series)**  
- URL: https://www.konj.se/en/data-sets/  
- API: Yes (database API for automated retrieval; also manual downloads)  
- Update frequency: Regular (tied to forecast reports; monthly/quarterly economic data)  
- Auth required: None (open data; unlimited free downloads and API use permitted, including commercial)[[6]](https://www.konj.se/en/data-sets/)

**Major Swedish news outlets – RSS feeds for reliable local/regional coverage (e.g., SVT, Dagens Nyheter, Aftonbladet)**  
- URL examples: SVT (svt.se/rss), DN (dn.se), and aggregated lists at https://rss.feedspot.com/sweden_news_rss_feeds/  
- API: Partial (native RSS feeds widely available; dedicated news APIs exist via third parties like NewsAPI or NewsData.io but are typically paid)  
- Update frequency: Real-time/continuous (news items)  
- Auth required: None for public RSS; paid/subscription for commercial news APIs[[7]](https://rss.feedspot.com/sweden_news_rss_feeds/)

**Notes**: These complement the listed global sources (e.g., Eurostat adds granular ECA youth labor breakdowns beyond World Bank). SCB and Riksbank provide the most direct Sweden-specific machine-readable labor/economic data. No prominent free public APIs were identified from the Swedish Finance Ministry or specific youth-focused NGOs/think tanks beyond the above (OECD data is accessible via its own SDMX API but is already partially covered indirectly). All listed sources emphasize open/public access with no or minimal cost barriers.

**No new official government, ILO, or World Bank releases on youth (15-24) or male unemployment in Lebanon were identified in the last ~60 days (since ~late March 2026).** Latest available modeled ILO/World Bank estimates remain anchored to 2023 data: total youth unemployment (15-24) at approximately 22.7–23.55%.[[1]](https://data.worldbank.org/indicator/SL.UEM.1524.ZS)[[2]](https://fred.stlouisfed.org/series/SLUEM1524ZSLBN)[[3]](https://tradingeconomics.com/lebanon/unemployment-youth-total-percent-of-total-labor-force-ages-15-24-wb-data.html)[[4]](https://www.statista.com/statistics/812175/youth-unemployment-rate-in-lebanon/?srsltid=AfmBOoos5KqlBYE3wKX1GEvC1Bml7Bhf3STn5sAgnCJyLUBPYAq_gJW5) Older 2022 CAS/ILO survey data (widely referenced in reports) showed much higher youth unemployment (~47.8% total, with male rates also elevated amid the broader crisis), but no updates supersede the 2023 baseline figures.[[5]](https://www.ilo.org/sites/default/files/2025-10/Lebanon_Employment_Environment_Factsheet_v5.pdf)[[6]](https://blog.blominvestbank.com/ilo-lebanons-employment-ratio-falls-to-30-6-and-youth-unemployment-rises-to-47-8/)

**The dominant development is the sharp escalation of hostilities between Israel and Hezbollah beginning around March 2, 2026 (following earlier regional tensions).** This has involved sustained Israeli airstrikes and ground operations in southern Lebanon, Hezbollah rocket/drone fire, and fighting in areas like Bint Jbeil and Khiam. Key impacts (as of late April 2026 updates): at least ~2,489 killed and 7,719 injured in Lebanon (Lebanese government figures); over 1–1.2 million internally displaced (more than 20% of the population); extensive damage to homes, infrastructure, and services in southern Lebanon, Beirut suburbs, Bekaa, and elsewhere.[[7]](https://www.securitycouncilreport.org/monthly-forecast/2026-05/lebanon-38.php)[[8]](https://crisisresponse.iom.int/response/lebanon-crisis-response-plan-2026)[[9]](https://en.wikipedia.org/wiki/2026_Lebanon_war)

This has triggered acute food insecurity for ~1.24 million people (IPC assessment), market disruptions, rising prices, and further strain on an economy already in deep collapse (Lebanese pound down >98% since earlier crises, ~80% poverty rate, multi-year contraction).[[7]](https://www.securitycouncilreport.org/monthly-forecast/2026-05/lebanon-38.php)[[10]](https://www.rescue.org/article/lebanon-crisis-what-happening-and-how-help) Protests over eroded salaries/pensions and the 2026 budget occurred earlier (e.g., violent clashes in Beirut in late January 2026), but the conflict dominates recent dynamics.[[11]](https://www.facebook.com/BEYtoday/posts/protests-outside-lebanons-parliament-turned-violent-thursday-afternoon-as-demons/1484086160384806/) No reports of coup attempts or explicit large-scale militia recruitment drives targeting young men (18-35) in the period, but the conflict, displacement, and economic shocks disproportionately affect this demographic through livelihood losses, potential radicalization/migration pressures, and service disruptions—representing a significant upward shift in the instability fuse score from the 41.8/100 baseline.

**Notable NGO/academic or humanitarian reporting on Lebanon’s youth situation (with 2025–early 2026 relevance) includes ongoing coverage of conflict and economic impacts on children/youth.** Examples: Save the Children’s February 2026 report on post-2024 conflict effects on education, safety, psychosocial well-being, and reintegration; Human Rights Watch’s World Report 2026 (covering 2025 events, including school occupations); UNESCO Global Education Monitoring Report country case studies; and various UN/OCHA/UNRWA situation reports detailing displacement, education disruptions, and needs for youth amid the 2026 escalation.[[12]](https://reliefweb.int/report/lebanon/children-conflict-lebanon-post-war-recovery-and-reintegration-pathways-february-6-2026-final-report)[[13]](https://www.hrw.org/world-report/2026/country-chapters/lebanon)[[14]](https://www.unesco.org/gem-report/en/2026-gem-report-country-case-studies/lebanon) Earlier Plan International work on youth voices amid economic collapse remains referenced in context. These reinforce vulnerabilities but do not introduce standalone new 2025 baseline shifts beyond conflict amplification.

**Internet/mobile infrastructure has seen conflict-related damage alongside preparatory steps for expanded access.** Israeli strikes damaged at least 18 telecom towers (per UNDP), causing prolonged outages in southern Lebanon, Beirut suburbs, and conflict zones—compounding electricity issues and affecting access for months in impacted areas.[[15]](https://freedomhouse.org/country/lebanon/freedom-net/2025) No widespread deliberate government shutdowns specific to the last 60 days. On the positive side, Starlink licensing was expanded in March 2026 (amending a 2025 decision) amid the war and displacement (>700,000 affected at the time), with commercial rollout preparations advancing toward mid-June 2026 (initially for businesses/NGOs/government, later individuals).[[16]](https://smex.org/lebanese-government-expands-starlink-licensing-grants-telecom-minister-special-authority/)[[17]](https://www.tra.gov.lb/FAQs-Starlink)

**Flag for instability score shift:** The March 2026 conflict escalation is the primary factor that would meaningfully increase Lebanon’s youth instability indicators beyond the baseline, via mass displacement, casualties/economic shocks hitting young men, infrastructure damage, and heightened humanitarian/economic pressures. Unemployment data shows no material change. Internet disruptions add friction but are partially offset by emerging satellite options. Sources are primarily from World Bank/ILO data portals, Security Council Report, OCHA/UN updates, ReliefWeb, and news aggregators (specific URLs in citations).

**CAS (Central Administration of Statistics – Lebanon’s national statistics office)**  
- URL: http://www.cas.gov.lb/  
- API: No (reports/surveys like Labour Force and Household Living Conditions Survey available as downloads/PDFs; some Excel likely)  
- Update frequency: Periodic (e.g., major labour force surveys ~every few years; other stats annual/monthly)  
- Auth required: None (public downloads)  

**Banque du Liban (BDL – Central Bank of Lebanon)**  
- URL: https://www.bdl.gov.lb/statisticsandresearch.php (Economic & Financial Data section)  
- API: No  
- Update frequency: Weekly (e.g., balance sheet, money supply) to monthly/quarterly for broader indicators  
- Auth required: None (public data series downloads, often Excel/CSV)  

**Ministry of Finance (Lebanon) – Economic Data & Statistics**  
- URL: https://www.finance.gov.lb/en-us/Finance/EDS/Pages/default.aspx (fiscal performance, trade statistics, public debt, etc.)  
- API: No  
- Update frequency: Monthly (e.g., trade bulletins, fiscal data)  
- Auth required: None (public downloads)  

**Arab Development Portal (ESCWA/UN – Arab region data hub covering Lebanon and MENA)**  
- URL: https://data.unescwa.org/ (country pages for Lebanon; SDG tracking, data catalog)  
- API: Yes (explicit API query support for data retrieval)  
- Update frequency: Ongoing/regular (aggregates from UN agencies, member states; country breakdowns available)  
- Auth required: None or free (public portal with API access)  

**ESCWA Statistical Portals / UN Data Hub for the Arab Region** (related to above; additional Lebanon/MENA breakdowns)  
- URL: https://www.unescwa.org/portal/data or linked SDG/data portals  
- API: Partial (data portal features; some API support noted in related ESCWA tools)  
- Update frequency: Regular (regional statistics with country-level detail)  
- Auth required: None/free  

**Additional notes on other categories**  
- No prominent public API or consistent machine-readable bulk downloads identified for Lebanon-specific youth/labor data beyond the above (CAS and BDL provide the core national indicators via periodic reports/downloads).  
- Regional examples like AfDB or ADB have limited/no direct Lebanon coverage (AfDB focuses on Africa; ADB on Asia); ESCWA is the primary fit for MENA/Western Asia with country breakdowns.  
- News RSS: Reliable Lebanese/regional feeds exist (e.g., Libnanews or similar local outlets via aggregators like Feedspot), but these are news content rather than structured data APIs; no dedicated Lebanon statistics RSS/API found.  
- NGOs/think tanks: Sources like LCPS or ILO partnerships appear in reports but lack public data APIs (mostly PDFs or one-off surveys). No dedicated crisis/poverty tracking APIs identified.  

These focus on non-inference, accessible sources with Lebanon breakdowns suitable for youth/economic instability tracking. World Bank/ACLED/etc. already cover broader baselines.

**No major new government, ILO, or World Bank releases on youth (15-24) or male-specific unemployment in Bosnia and Herzegovina (BiH) were identified in the last 60 days (roughly late March–May 2026).**[[1]](https://fred.stlouisfed.org/series/SLUEM1524ZSBIH)[[2]](https://data.worldbank.org/indicator/SL.UEM.1524.ZS)

Latest modeled ILO/World Bank estimates remain at the 2025 annual level of **28.2% youth unemployment (15-24 total)**, consistent with the provided baseline of **26.5% for males (15-24) in 2025**. Earlier 2025 quarterly labor force survey data (not newly released) showed **30.2% in Q1 2025** and **~33.5% in Q3 2025**.[[3]](https://national-policies.eacea.ec.europa.eu/youthwiki/chapters/bosnia-and-herzegovina/31-general-context)[[4]](https://www.statista.com/statistics/811689/youth-unemployment-rate-in-bosnia-and-herzegovina/?srsltid=AfmBOoqp3TRQ5gMLEG39q8yiHqdajVBk1RmYxqSJ-H4rRFW-qsoG5qc_)

An April 29, 2026 update on the EU4EMPLOYMENT programme noted that more than 800 people in BiH had found jobs or started businesses through the initiative (no youth-specific breakdown).[[5]](https://unric.org/en/ilo-eu-and-sweden-programme-supports-employment-and-entrepreneurship-in-bosnia-and-herzegovina/) No evidence of sharp recent deterioration or improvement that would significantly alter the instability fuse score.

**Significant events affecting young men (18-35) in the last 60 days:** Ongoing low-level political tensions persist, particularly Republika Srpska (RS) separatism under leaders linked to Milorad Dodik (convicted in 2025, with successor elections/reruns extending into early 2026), but no new coups, militia recruitment drives, or major economic shocks/currency crises.[[6]](https://www.securitycouncilreport.org/monthly-forecast/2026-05/bosnia-and-herzegovina-15.php)

Localized protests occurred in Sarajevo following a February 12, 2026 tram derailment that killed 23-year-old art student Erdoan Morankić and injured others (including a high school pupil). Student- and youth-led demonstrations (organized partly by the informal “Reci dosta”/“Say Enough” group) began immediately and continued for multiple days into mid-to-late February, with follow-up actions noted into early March 2026 (e.g., US Embassy alerts for demonstrations March 6–8). Protesters demanded accountability for public transport maintenance failures, infrastructure issues, and systemic corruption; several thousand participated at peaks, leading to resignations of the Sarajevo Canton prime minister and the transport operator director.[[7]](https://en.wikipedia.org/wiki/2026_Sarajevo_tram_derailment)[[8]](https://europeanwesternbalkans.com/2026/02/18/protesters-rally-in-sarajevo-demand-accountability-for-a-fatal-tram-crash/)[[9]](https://ba.usembassy.gov/demonstration-alert-u-s-embassy-sarajevo-bosnia-and-herzegovina-thursday-march-5-2026/)

These were largely peaceful, Sarajevo-focused expressions of frustration with governance and services rather than broad ethnic or violent mobilization. No reports of widespread militia activity or escalation tied specifically to young men.

**Notable NGO/academic reports on BiH youth (published 2025):** 
- UNICEF *Voices of Youth 2024* (published May 23, 2025): Survey of 2,163 young people covering education, employment, socio-economic status, and discrimination.[[10]](https://www.unicef.org/bih/en/reports/voices-youth-2024-insights-bosnia-and-herzegovina)
- UNDP coverage (August 2025) of the Dialogue for the Future 3 conference and Mostar Youth Declaration 2025.[[11]](https://www.undp.org/bosnia-herzegovina/stories/how-bosnia-and-herzegovinas-youth-are-building-future-they-want)
- OECD report (September 2025) assessing BiH’s reform agenda, including vocational education and private-sector links for youth.[[12]](https://www.oecd.org/en/publications/assessing-bosnia-and-herzegovina-s-reform-agenda-for-private-sector-development_12b64ce6-en/full-report/improving-the-connection-between-vocational-education-and-training-and-the-private-sector-in-bosnia-and-herzegovina_1e62890a.html)

The Bertelsmann Transformation Index (BTI) *Bosnia and Herzegovina Country Report 2026* references 2023 youth unemployment at 27.3% (World Bank) and notes persistent challenges with emigration and labor market transitions.[[13]](https://bti-project.org/en/reports/country-report/BIH) No major new 2026 publications in the last 60 days.

**Internet/mobile infrastructure:** No shutdowns or coverage reductions reported. Positive development: EU- and Germany-funded rollout of free public Wi-Fi began May 10, 2026, in Banja Luka (Kuća Milanovića), targeting 116 municipalities across BiH under the WiFi4WB initiative. This expands access in public spaces (squares, parks, schools, libraries).[[14]](https://www.eeas.europa.eu/delegations/bosnia-and-herzegovina/european-union-and-germany-bring-free-public-wi-fi-116-municipalities-across-bih_en) 5G licensing is expected in 2026; digital terrestrial TV switchover was further delayed to June 2026.[[15]](https://www.trade.gov/country-commercial-guides/bosnia-and-herzegovina-telecommunications-industry)[[16]](https://www.telecompaper.com/news/bosnia-and-herzegovina-delays-dtt-switchover-to-june-2026--1555960)

**Overall assessment for instability score (baseline 43.2/100):** No developments in the last 60 days appear likely to cause a significant shift. Unemployment data aligns with the 2025 baseline; protests were localized and issue-specific (infrastructure/governance frustration involving youth); infrastructure access is improving modestly; and political tensions remain at chronic, non-escalatory levels. Ongoing youth emigration drivers and high structural unemployment continue as background factors. Sources primarily include World Bank/FRED data portals, national policy platforms, Balkan Insight, European Western Balkans, and official EU/UN sites.

**Here is a curated list of Bosnia and Herzegovina (BiH)-specific or relevant regional non-inference data sources** (focusing on labor/unemployment, youth employment, economic indicators, and related instability signals). All are publicly accessible with machine-readable options where noted; none appear to require paid access for core data. I prioritized sources beyond the ones already in use (World Bank, ACLED, etc.). Details are based on official sites and documentation.[[1]](https://bhas.gov.ba/?lang=en)[[2]](https://www.cbbh.ba/)

- **Agency for Statistics of Bosnia and Herzegovina (BHAS)** — National stats bureau. URL: https://bhas.gov.ba/?lang=en (English) or https://bhas.gov.ba/. API: no (no dedicated public API). Machine-readable downloads: yes (Excel, CSV/PDF series for Labor Force Survey/LFS unemployment, employment rates, wages, youth-related indicators; quarterly/annual releases). Update frequency: monthly (some indicators), quarterly (LFS, construction, etc.), annual. Auth: none. Primary source for official LFS unemployment (including youth) and labor data.[[3]](https://tradingeconomics.com/bosnia-and-herzegovina/employed-persons)[[4]](https://smartbalkansproject.org/wp-content/uploads/2023/12/Regional-Paper_BH_Serbia_N-Macedonia_Data-Governance.pdf)

- **Labor and Employment Agency of Bosnia and Herzegovina (ARZ)** — Entity-level labor/employment data. URL: https://arz.gov.ba/ (or https://arz.gov.ba/statistika/mjesecni/). API: no. Downloads: yes (monthly statistical overviews/PDFs or tables on registered unemployment, employment rates). Update frequency: monthly. Auth: none. Complements BHAS with administrative (registered) unemployment figures, often differing from survey data; useful for youth employment tracking.[[5]](https://national-policies.eacea.ec.europa.eu/youthwiki/chapters/bosnia-and-herzegovina/31-general-context)

- **Central Bank of Bosnia and Herzegovina (CBBH)** — Monetary, financial, and economic indicators. URL: https://www.cbbh.ba/ (Statistics web portal section). API: no (or partial/limited; mainly web portal downloads). Downloads: yes (Excel/PDF for inflation, lending surveys, economic reviews, external debt, credit registers). Update frequency: monthly/quarterly (e.g., inflation, bank lending, economic reviews). Auth: none. Relevant for youth economic instability via broader indicators like wages, credit, and macro trends.[[2]](https://www.cbbh.ba/)

- **ILOSTAT (Europe & Central Asia regional database)** — ILO labor stats with country breakdowns. URL: https://ilostat.ilo.org/data/europe-and-central-asia/. API: yes (ILOSTAT API for bulk/query access). Downloads: yes (bulk CSV/Excel). Update frequency: annual/periodic (youth unemployment, labor force participation by age/sex). Auth: none (free registration for some bulk features). Covers BiH youth labor market indicators alongside regional peers.[[6]](https://ilostat.ilo.org/data/europe-and-central-asia/)

- **UNECE Statistical Database** — Regional Europe/Central Asia stats with BiH breakdowns. URL: https://w3.unece.org/CountriesInFigures/en/Home/Index?countryCode=070 (or unece.org data portal). API: no. Downloads: yes (tables/Excel). Update frequency: annual (employment, unemployment, youth rates, GDP). Auth: none. Good for comparable ECA youth/economic indicators.[[7]](https://w3.unece.org/CountriesInFigures/en/Home/Index?countryCode=070)

- **Eurostat (Enlargement/Candidate Countries data)** — EU-aligned stats for BiH as candidate. URL: Eurostat database (search “Bosnia and Herzegovina” or enlargement factsheets). API: yes (Eurostat API). Downloads: yes (bulk). Update frequency: annual/periodic (labor market, youth employment indicators). Auth: none. Includes labor force stats for candidate countries like BiH.[[8]](https://ec-europa-eu.libguides.com/bosnia-and-herzegovina/statistics-and-data/eu)

- **Regional Cooperation Council (RCC) / ESAP** — Western Balkans youth employment data and studies. URL: https://www.rcc.int/ (or ESAP observatory: esap.online/observatory; youth employment reports). API: no. Downloads: yes (PDF reports, some data tables/brochures on youth employment in BiH/Western Balkans). Update frequency: periodic/ad-hoc (studies, e.g., youth employment in numbers). Auth: none. Focused on regional youth labor market analysis.[[9]](https://www.rcc.int/pubs/236/rcc-esap-2-study-on-youth-employment-in-bosnia-and-herzegovina)

- **NewsData.io or NewsAPI.org (BiH news sources)** — Aggregated news APIs for local/regional coverage. URL: https://newsdata.io/ or https://newsapi.org/. API: yes. Update frequency: real-time/near real-time. Auth: free tier (rate-limited) or paid. Monitors reliable BiH outlets for youth instability signals (protests, policy, economy).[[10]](https://worldnewsapi.com/docs/news-sources/bosnia-and-herzegovina-news-api/)

- **Global Voices (BiH RSS feed)** — Regional news/citizen media RSS. URL: https://globalvoices.org/-/world/eastern-central-europe/bosnia-herzegovina/ (RSS available). API: no (RSS). Update frequency: as published. Auth: none. Reliable for qualitative/contextual coverage of BiH youth issues.[[11]](https://globalvoices.org/feeds/)

- **Humanitarian Data Exchange (HDX) – BiH group** — NGO/humanitarian/crisis data portal with BiH datasets. URL: https://data.humdata.org/group/bih. API: partial (CKAN API). Downloads: yes (CSV, etc.). Update frequency: varies (crisis/poverty tracking). Auth: none. Useful for NGO/think-tank style poverty, displacement, or vulnerability data overlapping with youth instability.[[12]](https://data.humdata.org/group/bih)

These sources emphasize primary/official or regional data with direct BiH coverage or breakdowns. Most rely on downloads rather than full APIs; check each site’s “data” or “publications” sections for latest formats. For automation, combine with tools like Eurostat/ILOSTAT APIs where available. Verify current access/terms as sites evolve.

**No major new government, ILO, or World Bank releases on youth (15-24) or male youth unemployment in Uruguay in the last 60 days (roughly late March–May 2026).**[[1]](https://fred.stlouisfed.org/series/SLUEM1524ZSURY)[[2]](https://tradingeconomics.com/uruguay/unemployment-rate/news/481147)

Recent modeled ILO/World Bank data (annual, as of early 2026 updates) show total youth unemployment (15-24) at 25.149% for 2025 (down slightly from 26.698% in 2024).[[1]](https://fred.stlouisfed.org/series/SLUEM1524ZSURY) National estimates for youth male (15-24) stood at 24.04% in 2024.[[3]](https://tradingeconomics.com/uruguay/unemployment-youth-male-percent-of-male-labor-force-ages-15-24-national-estimate-wb-data.html)

Monthly national statistics (Trading Economics, via Uruguay’s INE) indicate persistently elevated youth unemployment (typically ages 14-24):
- March 2026: 25.9% (overall unemployment 7.8%).
- February 2026: 23.7% (overall 7.4%).
- January 2026: 25.6% (overall 7.4%).[[2]](https://tradingeconomics.com/uruguay/unemployment-rate/news/481147)

These figures align closely with the baseline of 22.9% (15-24 male, 2025) and show no sharp recent deterioration or improvement. Youth rates remain structurally high compared to overall unemployment (~7–8%). No new male-specific 2026 breakdowns were identified in the results.[[4]](https://data.worldbank.org/indicator/SL.UEM.TOTL.ZS?locations=UY)

**No significant political, security, or economic shocks specifically targeting or mobilizing young men (18-35) in the last 60 days.** Ongoing structural issues persist but show continuity rather than escalation:

- **Crime and security**: Homicides disproportionately affect young men and are often linked to drug trafficking/disputes. The rate was ~10.5 per 100,000 in 2024 (first-half 2025 annualized ~10 per 100,000). The new Orsi administration (inaugurated 2025) has prioritized homicide reduction as a national policy focus, with programs like “Barrios sin Violencia.” Some 2025 data showed modest declines in household victimization, though violent crime (including in Montevideo hotspots) and organized crime/transshipment activity continue.[[5]](https://www.riotimesonline.com/uruguay-puts-homicide-reduction-at-the-center-of-national-policy/)[[6]](https://www.osac.gov/Content/Report/559162b4-2baa-41f6-85d4-1d10cec93a34) No reports of militia recruitment, coups, or large-scale protests involving youth in Uruguay (unlike Gen Z actions noted in neighboring countries).[[7]](https://www.boell.de/en/2026/04/18/humour-hope-and-hashtags-how-gen-z-reshaping-protest-latin-america)

- **Economic context**: Overall unemployment fluctuated mildly (7.0–7.8% range in late 2025–early 2026); inflation remains low. No currency crises or major shocks reported.[[2]](https://tradingeconomics.com/uruguay/unemployment-rate/news/481147)

- **Other**: UN reviews (early 2026) highlighted youth unemployment, child poverty (~44% of those in poverty under 18), and elevated suicide rates among young adults/men as ongoing concerns.[[8]](https://www.ohchr.org/en/meeting-summaries/2026/02/experts-committee-economic-social-and-cultural-rights-commend-uruguay)

**Notable NGO/academic reports from 2025 (published into early 2026) reiterate structural challenges but predate the last 60 days**:
- BTI 2026 Uruguay Country Report: Emphasizes persistent issues with child poverty, drug-related homicides, prison overcrowding, education/labor market gaps for youth, and the need for growth and reforms under the new government.[[9]](https://bti-project.org/en/reports/country-report/URY)[[9]](https://bti-project.org/en/reports/country-report/URY)
- UNDP Country Programme Document 2026–2030 (Nov 2025): Focuses on inequalities, youth employment gaps, multidimensional poverty (baseline ~18.9%), and support for vulnerable groups including youth.[[10]](https://www.undp.org/sites/g/files/zskgke326/files/2025-11/uruguay-cpd-2026-2030_30-oct_clean-1-6_1.pdf)
- IMF Article IV (Oct 2025) and UNICEF Uruguay 2025 Annual Report: Note youth unemployment ~23% (Aug 2025) and education/labor challenges.[[11]](https://www.elibrary.imf.org/view/journals/002/2025/287/article-A001-en.xml)

No major new 2026 NGO/academic publications flagged in the last 60 days.

**No reported changes to internet/mobile infrastructure access (shutdowns, major rollouts, or coverage shifts) in Uruguay in the last 60 days.** General regional discussions (e.g., power outages elsewhere in South America) did not impact Uruguay; historical 2G/3G phase-outs and deregulation of home internet services are noted but not recent developments.[[12]](https://blog.cloudflare.com/q1-2026-internet-disruption-summary/)[[9]](https://bti-project.org/en/reports/country-report/URY)

**Assessment for instability fuse score (baseline 43.3/100)**: No developments in the last 60 days indicate a significant shift. Youth unemployment remains elevated but stable within recent ranges; security concerns (crime involving young men) are ongoing without acute spikes or new triggers like protests or economic shocks. Continued monitoring of monthly INE data and homicide trends is warranted, but nothing warrants an immediate material adjustment to the baseline at this time.

**Bullet list of identified non-inference data sources for Uruguay (focused on labor/youth employment, economic indicators, poverty, and related instability factors; excluding already-used sources like World Bank, ACLED, etc.):**

- **Instituto Nacional de Estadística (INE) Uruguay** — Official national statistics bureau; primary source for monthly/quarterly labor force surveys, unemployment (including youth breakdowns), employment rates, and related indicators via continuous household surveys. URL: https://www.ine.gub.uy/ (data often mirrored or referenced via national open data portal datos.gub.uy). API: no dedicated public API (primarily web tables/downloads). Update frequency: monthly or quarterly for labor data. Auth required: none (free CSV/Excel/PDF downloads or microdata access with registration in some cases).[[1]](https://tradingeconomics.com/uruguay/unemployment-rate)[[2]](https://www.data4sdgs.org/partner/national-institute-statistics-uruguay)

- **Banco Central del Uruguay (BCU)** — Central bank; provides economic indicators, national accounts, employment-related series, fiscal/monetary data, and youth unemployment context via statistical publications. URL: https://www.bcu.gub.uy/ (Statistics-Studies section). API: no (primarily downloads/tables; some third-party access or SDDS dissemination). Update frequency: monthly/quarterly. Auth required: none (free access to reports and datasets).[[3]](https://www.bcu.gub.uy/Ingles/Paginas/Statistics-Studies.aspx)[[3]](https://www.bcu.gub.uy/Ingles/Paginas/Statistics-Studies.aspx)

- **CEPALSTAT (ECLAC/United Nations Economic Commission for Latin America and the Caribbean)** — Regional database with country breakdowns for LAC (including Uruguay-specific labor, employment, poverty, inequality, youth, and SDG indicators from harmonized sources). URL: https://statistics.cepal.org/portal/cepalstat/index.html?lang=en. API: yes (public Open Data/API for indicator data queries, e.g., via REST endpoints like api-cepalstat.cepal.org). Update frequency: periodic (annual/ongoing updates from national sources). Auth required: none (free/public access).[[4]](https://statistics.cepal.org/portal/cepalstat/index.html?lang=en)[[5]](https://rogermariolopez.com/en/post/25-09-cepal-inflacion/)

- **Inter-American Development Bank (IDB) Social Data / Harmonized Household Surveys Collection** — Regional LAC database (covers Uruguay) with harmonized microdata and indicators on employment, youth labor, poverty, inequality, informality, and social protection from household surveys. URL: https://www.iadb.org/en/knowledge-resources/data/social-data or https://data.iadb.org/. API: partial (CKAN-based open data API for catalog/datasets; bulk downloads primary). Update frequency: periodic (survey waves, often annual or multi-year). Auth required: none (free/open access).[[6]](https://knowledge.iadb.org/en/open-knowledge/code-development/open-source-solution/collection-harmonized-household-surveys-lac)[[7]](https://www.iadb.org/en/knowledge-resources/data/social-data)

- **datos.gub.uy (Uruguay Open Data Catalog)** — National open data portal aggregating INE, BCU, and other government datasets, including labor/unemployment and economic indicators in machine-readable formats. URL: https://datos.gub.uy/. API: yes (standard open data APIs, e.g., CKAN-style for developers). Update frequency: varies by dataset (often monthly/quarterly for key indicators). Auth required: none (free).[[8]](https://dataportals.org/search/)

- **Global Voices or local Uruguay news RSS feeds** (e.g., via Global Voices Uruguay section or major outlets like El País/Montevideo Portal) — For qualitative/recent context on youth issues, instability, or events; reliable regional coverage. URL examples: https://globalvoices.org/-/world/latin-america/uruguay/ or individual site RSS. API: no (RSS feeds only; third-party news APIs like NewsData.io exist but are typically paid/partial). Update frequency: real-time/daily. Auth required: none for RSS (paid for commercial news APIs).[[9]](https://globalvoices.org/feeds/)

These focus on direct, accessible primary or regional sources with machine-readable options where possible. Verify current endpoints and terms on each site, as availability can change. No prominent free public APIs were found for dedicated NGO/think-tank crisis or poverty tracking specific to Uruguay beyond the above regional efforts.

**No major new developments in the last 60 days (roughly late March–May 24, 2026) that would significantly shift Algeria’s youth instability baseline (male youth unemployment 15-24 at 26.5% for 2025; instability fuse score 44.0/100).** Data and events remain consistent with prior trends of high (but stable) youth unemployment, limited political mobilization, and minimal infrastructure disruptions.[[1]](https://fred.stlouisfed.org/series/SLUEM1524ZSDZA)[[2]](https://www.worldbank.org/ext/en/country/algeria)

**1. Youth unemployment data (ILO/World Bank/government releases):**  
No new official releases or updates from the Algerian government, ILO, or World Bank specifically in the last 60 days. Modeled ILO estimates (via World Bank/FRED) show total youth unemployment (15-24) at ~29.4–29.8% for 2025 (down slightly from prior years; e.g., 29.76% in 2024 data). Northern Africa regional youth unemployment stood at 22.8% in 2024 (males ~19.5%, females ~37.9%). One source aligns closely with the baseline male youth rate of ~26.5%. A Mastercard Foundation report (Feb 2026) notes ~30% of tertiary-educated youth in Algeria (and peers like Egypt/Morocco) are unemployed or inactive. No contradictions to the baseline.[[1]](https://fred.stlouisfed.org/series/SLUEM1524ZSDZA)[[3]](https://www.ilo.org/sites/default/files/2025-01/WESO25_Trends_Report_EN.pdf)[[4]](https://mastercardfdn.org/en/our-research/africa-youth-employment-outlook-2026/)[[5]](https://www.theglobaleconomy.com/algeria/youth_unemployment/)

**2. Political, security, or economic events affecting young men (18-35):**  
No reports of protests, coup attempts, militia recruitment, major economic shocks, or currency crises in the last 60 days. Historical context dominates coverage (e.g., 2019 Hirak movement suppression; sporadic border security issues in 2024). BTI 2026 Algeria report (reviewing up to ~2025) highlights continuity under President Tebboune (re-elected Sept 2024 with 84.3%), military influence in governance (e.g., Nov 2024 appointments), hydrocarbon dependence, and social spending (~$114B in 2024, including wage hikes). Earlier 2025 social media chatter (Oct) referenced potential “Gen Z” or Hirak-style demos tied to >30% youth unemployment and living costs, but no confirmed large-scale actions or escalations into 2026. Global ACLED data notes a 2025 wave of youth-led (“Gen Z”) protests elsewhere but does not flag Algeria-specific spikes. No militia or recruitment signals.[[6]](https://bti-project.org/en/reports/country-report/DZA)[[7]](https://apanews.net/gen-z-algeria-brace-for-fresh-season-of-demos/)[[8]](https://www.theafricareport.com/394145/algeria-is-protest-a-hirak-revival-or-moroccan-gen-z-spillover/)

**3. NGO/academic reports on Algeria’s youth situation (2025):**  
Relevant 2025 publications exist but none appear newly released or updated in the last 60 days:  
- Freedom House Freedom in the World 2025: Notes restrictions on NGOs (e.g., dissolution of pro-Hirak Youth Action Rally/RAJ).  
- BTI 2026 Algeria Country Report: Covers political/economic stagnation, youth unemployment as a long-standing issue, limited civil society space, and border security.  
- Mastercard Foundation Africa Youth Employment Outlook 2026 (Feb 2026): Highlights tertiary-educated youth challenges (~30% unemployed/inactive in Algeria).  
- Other 2025 items (e.g., British Council transnational education report launch plans; education-focused analyses like SNAT 2030) address broader human capital but not acute instability. UNICEF/UNHCR 2025 reports touch on education access but lack Algeria-specific youth instability focus.[[9]](https://freedomhouse.org/country/algeria/freedom-world/2025)[[6]](https://bti-project.org/en/reports/country-report/DZA)[[4]](https://mastercardfdn.org/en/our-research/africa-youth-employment-outlook-2026/)

**4. Internet/mobile infrastructure access changes:**  
Algeria recorded **one** internet/messaging-app shutdown in 2025 (exam-related, per Access Now #KeepItOn report published Mar 31, 2026). This aligns with prior patterns (e.g., exam-period blocks) but shows no new or escalated disruptions in 2026. Cloudflare noted zero government-directed global shutdowns in Q1 2025. No reports of new rollouts, coverage expansions, or further changes.[[10]](https://www.accessnow.org/press-release/blocking-millions-in-mena-internet-shutdowns-in-2025/)[[11]](https://www.datacenterdynamics.com/en/news/zero-government-directed-internet-shutdowns-in-q1-2025-cloudflare/)

**Overall assessment:** Nothing in the last 60 days indicates a significant upward or downward shift in the instability fuse score. Youth unemployment remains elevated but stable per available modeled data; political/economic pressures on young men persist without acute triggers; infrastructure interference is minimal and not recent; reports reinforce chronic issues rather than new hotspots. Continued monitoring of any Gen Z/Hirak revival signals or 2026 data releases is warranted. Sources primarily include World Bank/ILO/FRED data portals, BTI 2026, Access Now (Mar 2026), and related analyses.

**National statistics bureau (ONS Algeria)**  
- **Name**: Office National des Statistiques (ONS) Algeria  
- **URL**: https://www.ons.dz/ (economic/social statistics sections; publications and data tables)  
- **API**: No (primarily PDFs, tables, and calendars of releases; no public API or bulk machine-readable bulk downloads identified beyond file exports)  
- **Update frequency**: Regular (quarterly/annual publications; publication calendar available)  
- **Auth required**: None (public site)  
Labor/unemployment and related youth/economic indicators appear in social and economic statistics releases.[[1]](https://www.ons.dz/)[[1]](https://www.ons.dz/)

**Central bank data**  
- **Name**: Banque d’Algérie (Bank of Algeria)  
- **URL**: https://www.bank-of-algeria.dz/ (statistical bulletins, monetary series, balance of payments)  
- **API**: No (PDF bulletins, retrospective series downloads, quarterly/annual reports)  
- **Update frequency**: Quarterly (statistical bulletin) and annual reports; some monthly indicators  
- **Auth required**: None (public site)  
Covers economic/monetary indicators relevant to youth employment and broader economy.[[2]](https://www.bank-of-algeria.dz/)

**Regional database – African Development Bank (AfDB)**  
- **Name**: AfDB Socio-Economic Database / Open Data for Africa (Algeria country portal)  
- **URL**: https://dataportal.opendataforafrica.org/ or https://algeria.opendataforafrica.org/ (and AfDB Algeria country page)  
- **API**: Yes/partial (data access by API noted; SDMX support in broader AfDB platforms)  
- **Update frequency**: Varies by indicator (annual/periodic economic, social, labor, and development data with country breakdowns)  
- **Auth required**: None/free (open data platform)  
Includes Algeria-specific breakdowns for MENA-relevant indicators.[[3]](https://dataportal.opendataforafrica.org/nbyenxf/afdb-socio-economic-database-1960-2020)[[4]](http://algeria.opendataforafrica.org/SEDAL2016/socio-economics-database-of-algeria-2016?regionId=DZ-01)

**Regional database – ESCWA / Arab Development Portal**  
- **Name**: Arab Development Portal (ESCWA) – Algeria data  
- **URL**: https://data.unescwa.org/ or country-specific https://algeria.unescwa.org/ (economic, labor/employment, macro sections)  
- **API**: No (data explorer, visualizations, and downloads; no explicit public API documented)  
- **Update frequency**: Varies (country-level economic, labor, and development indicators for Arab region including Algeria)  
- **Auth required**: None/free (public portal)  
Strong coverage of MENA/Arab region with Algeria breakdowns.[[5]](https://data.unescwa.org/country/dza/data/economic?section=macroeconomy)[[6]](https://data.unescwa.org/)

**News / RSS sources**  
- **Name**: Algerie360.com (and similar local outlets) + Al Jazeera Algeria coverage  
- **URL**: e.g., Algerie360.com RSS feeds; Al Jazeera RSS (Algeria/MENA sections)  
- **API**: Partial (third-party news APIs like NewsData.io or World News API monitor Algerian sources; native RSS available)  
- **Update frequency**: Daily/ongoing (live headlines and articles)  
- **Auth required**: None for RSS; paid for commercial news APIs  
Reliable for event monitoring in Algeria.[[7]](https://newsdata.io/news-sources/algeria-world-news-api)[[8]](https://rss.feedspot.com/algeria_rss_feeds/)

**NGO / data platform – Humanitarian Data Exchange (HDX)**  
- **Name**: HDX Algeria datasets (multi-organization crisis/humanitarian data)  
- **URL**: https://data.humdata.org/group/dza  
- **API**: Yes (HDX provides API access for datasets)  
- **Update frequency**: Varies by dataset (crisis, poverty, displacement, and related indicators)  
- **Auth required**: None/free (public platform; API access available)  
Useful for instability/crisis monitoring in Algeria.[[9]](https://data.humdata.org/group/dza?ext_archived=1&page=7&force_layout=desktop)

These sources focus on direct, non-modeled data or raw releases/downloads. Many complement the global sources already in use (e.g., via country-specific pages or exports). Availability of machine-readable formats and APIs is limited for purely national Algerian sources compared to regional/international ones.

**No major new government, ILO, or World Bank releases updating youth (15-24) or male youth unemployment figures in the last 60 days (approx. late March–May 24, 2026).** The most recent modeled ILO/World Bank annual estimate remains ~25.57% total youth unemployment for 2025 (very close to the baseline male figure of 25.4%).[[1]](https://fred.stlouisfed.org/series/SLUEM1524ZSALB)[[1]](https://fred.stlouisfed.org/series/SLUEM1524ZSALB)[[2]](https://www.statista.com/statistics/811614/youth-unemployment-rate-in-albania/?srsltid=AfmBOoqTen6Ktq2hws3Z2An4DnkD4LsjQOcL9zVL2gKvAMDZwZQFX2_3)

INSTAT’s next releases are scheduled for June 2026 (Q1 2026 quarterly LFS on ~June 10; full 2025 labour market data on ~June 23).[[3]](https://www.instat.gov.al/en/themes/labour-market-and-education/employment-and-unemployment-from-lfs/)[[3]](https://www.instat.gov.al/en/themes/labour-market-and-education/employment-and-unemployment-from-lfs/) Earlier Q4 2025 data (released around March 2026) showed total unemployment at 8.3% (up 0.4 pp YoY) and a separate quarterly youth unemployment series at 15.1% (up slightly from 15.0% in Q3 2025), but these appear to use different methodologies/national estimates and are not directly comparable to the modeled baseline.[[4]](https://seenews.com/news/albanias-unemployment-rate-ticks-up-in-q4-1291095)[[5]](https://tradingeconomics.com/albania/youth-unemployment-rate) No male-specific breakdowns or significant revisions were identified.

**Significant political events affecting young men (18-35):** Ongoing 2025–2026 opposition-led protests (Democratic Party against PM Edi Rama’s government) continued into spring 2026, with notable activity in March–April. These involved anti-corruption demands, clashes in Tirana (e.g., Feb 10 and March 23/30 events with Molotov cocktails/fireworks vs. water cannons/tear gas), and arrests including minors. A domestic demonstration was scheduled for April 17, 2026.[[6]](https://en.wikipedia.org/wiki/2025%E2%80%932026_Albanian_opposition_protests)[[7]](https://europeanwesternbalkans.com/2026/04/01/protests-will-not-alter-political-balance-but-show-systemic-problems-with-albanias-democracy/)[[8]](https://al.usembassy.gov/demonstration-alert-u-s-embassy-tirana-albania-friday-april-17-2026-at-1900/)[[9]](https://www.youtube.com/watch?v=517Z5aaEAqk) These protests, which have included youth participation and occasional violence, represent the primary development with potential to exert upward pressure on the instability fuse score (ongoing discontent over corruption and governance could sustain or slightly elevate youth-related tensions, though no escalation to coups, militias, or major economic shocks was reported).

**TikTok-related internet access change (youth-relevant):** The one-year government ban on TikTok (imposed ~March 2025 after a teen stabbing linked to online issues) expired in early February 2026. Albania’s Constitutional Court ruled on March 11, 2026, that the ban violated freedom of expression (though the government had already lifted it, citing new platform safety measures).[[10]](https://balkaninsight.com/2026/03/11/albanias-tiktok-ban-violated-free-expression-court-rules/bi/)[[11]](https://www.reuters.com/business/media-telecom/albanias-highest-court-says-one-year-ban-tiktok-was-unconstitutional-2026-03-11/) This restored access for youth shortly before the review period but highlighted prior restrictions on a key platform for young people. No other shutdowns, major coverage changes, or new mobile rollouts were identified in the period.

**Roaming/mobile infrastructure:** Positive regulatory steps continued toward eliminating roaming charges with the EU (“Roaming Like at Home”) targeted for 2026 implementation, via draft amendments discussed in late 2025/early 2026.[[12]](https://en.ata.gov.al/2025/12/30/albania-moves-to-scrap-roaming-charges-with-eu/)[[13]](https://www.balkanweb.com/en/tarifat-roaming-ne-2026-shqiptaret-do-te-perdorin-telefonin-ne-be-pa-kosto-shtese/) This would improve cross-border access/costs but does not represent a recent rollout or change within the last 60 days.

**NGO/academic reports on youth (published 2025 or recent):** Limited new publications specifically from 2025 were surfaced in searches. A May 1, 2026, ALTAX analysis on “Youth and the labor market in Albania” emphasized that the core issue has shifted from raw unemployment numbers to the *quality* of employment and lack of long-term prospects.[[14]](https://altax.al/en/youth-and-the-labor-market-in-albania/) Broader/earlier reports (e.g., BTI 2026 country report, various 2024 UPR/UNICEF contributions) discuss persistent youth challenges like emigration, NEET rates, and governance issues but predate or fall outside the strict 2025 publication window for new material.[[15]](https://bti-project.org/en/reports/country-report/ALB)

**Overall assessment for instability score:** No concrete updates shift the youth unemployment baseline. The main flag is the continuation of youth-involved opposition protests amid corruption concerns—these could incrementally raise the fuse score if they intensify or broaden economic grievances, but they appear contained within the existing 45.3/100 baseline range. Positive notes include restored TikTok access and progress on EU roaming alignment. All data drawn from public sources as of searches conducted around May 2026; monitor INSTAT June releases for potential Q1 2026 updates. Key URLs: World Bank data (https://data.worldbank.org/indicator/SL.UEM.1524.ZS?locations=AL), FRED series (https://fred.stlouisfed.org/series/SLUEM1524ZSALB), INSTAT calendar (https://www.instat.gov.al/en/themes/labour-market-and-education/employment-and-unemployment-from-lfs/), protest coverage (e.g., Wikipedia summary and European Western Balkans article).

**INSTAT (Institute of Statistics of Albania) Statistical Database (PX-Web)**  
- URL: https://databaza.instat.gov.al:8083/pxweb/en/DST/ (main site: https://www.instat.gov.al/en/home/)  
- API: Yes (PX-Web API for structured queries; also supports CSV/Excel/JSON downloads and table generation)  
- Update frequency: Quarterly (e.g., Labour Force Survey employment/unemployment data) or as released  
- Auth required: None (public/open access)[[1]](https://www.instat.gov.al/en/home/)[[2]](https://www.instat.gov.al/en/themes/labour-market-and-education/employment-and-unemployment-from-lfs/)

**Bank of Albania Statistics / Time Series**  
- URL: https://www.bankofalbania.org/Statistics/ (time series examples include employment/unemployment references to INSTAT)  
- API: No (web tables and downloadable files; some aggregated indicators)  
- Update frequency: Monthly, quarterly, or annual (real sector and labor-related indicators)  
- Auth required: None (public)[[3]](https://www.bankofalbania.org/Statistics/Time_series/?evb=agregate&evn=agregate_detaje&cregtab_id=285&periudha_id=5)[[4]](https://www.bankofalbania.org/Statistics/)

**Eurostat (Labour Force Survey and related databases, with Albania breakdowns as EU candidate country)**  
- URL: https://ec.europa.eu/eurostat/web/lfs/database (or general databrowser)  
- API: Yes (REST/Statistics API for JSON-stat and other formats; bulk downloads available)  
- Update frequency: Quarterly/annual (youth employment/unemployment indicators)  
- Auth required: None (public/open)[[5]](https://ec.europa.eu/eurostat/web/lfs/database)

**Balkan Insight Albania RSS Feed**  
- URL: https://balkaninsight.com/category/bi/albania/feed/  
- API/RSS: Yes (RSS feed for machine-readable news/articles on Albania, including economic/youth topics)  
- Update frequency: As published (near real-time for news)  
- Auth required: None (public)[[6]](https://balkaninsight.com/rss-feeds/)

**ILOSTAT (Europe & Central Asia regional subset with country-level Albania labor data)**  
- URL: https://ilostat.ilo.org/data/europe-and-central-asia/ (country catalogue includes Albania)  
- API: Yes (bulk downloads; API access via ILOSTAT tools)  
- Update frequency: Annual or as updated (youth unemployment/employment indicators)  
- Auth required: None (public)[[7]](https://ilostat.ilo.org/data/europe-and-central-asia/)

These are direct, non-inference sources focused on official or reliable regional coverage for youth-relevant indicators like unemployment/labor (INSTAT and Bank of Albania are primary for Albania-specific granularity). No dedicated public APIs were identified for Albanian finance ministry youth-specific data or prominent local NGOs/think tanks with Albania-focused data APIs in the results. News APIs (e.g., general ones covering Albanian sources) exist but are not Albania-exclusive. All listed are free/public where accessible.

**No major new government, ILO, or World Bank releases on Armenia’s youth (15-24) or male youth unemployment in the last ~60 days (late March–May 24, 2026).** The baseline figure of 23.4% (male, modeled ILO estimate, 2025) remains the most recent detailed data point, with total youth unemployment at ~26.2% for 2025 (down slightly from prior years).[[1]](https://www.dr.ceicdata.com/en/armenia/employment-and-unemployment/am-unemployment-modeled-ilo-estimate-youth-male--of-male-labour-force-aged-1524)[[2]](https://fred.stlouisfed.org/series/SLUEM1524ZSARM)[[3]](https://www.statista.com/statistics/811634/youth-unemployment-rate-in-armenia/?srsltid=AfmBOoqdSk_q2-bQ4_lk-J_2I_Ha7QODDPgMg4f3JPvT1zzcUPbThtyJ) Annual modeled estimates (accessed January–March 2026) show stability or minor declines; no quarterly 2026 updates (e.g., Q1/Q2) appear in recent sources. Total unemployment context from earlier 2025 (e.g., 12.3% in Q2 2025) also shows no fresh spikes.[[4]](https://arka.am/en/news/economy/unemployment-rate-in-armenia-fell-to-12-3-in-the-second-quarter-world-bank/)

**Political/security/economic events affecting young men (18-35):** The dominant recent development is the pre-campaign period ahead of the June 7, 2026 parliamentary elections. Key points from missions in the period:

- IRI Pre-Election Assessment Mission (April 20–24, 2026) noted a competitive environment with 19 parties/alliances registered, concerns over vote-buying (including foreign-linked cases), misuse of administrative resources, campaign finance opacity, and foreign (esp. Russian-linked) information manipulation via fear-based narratives on war, sovereignty, and alignment. Recommendations include engaging youth, displaced persons, and others; digital infrastructure audits; and countering manipulative content.[[5]](https://www.iri.org/resources/statement-of-findings-and-recommendations-iri-pre-election-assessment-mission-to-armenias-2026-parliamentary-elections/)[[5]](https://www.iri.org/resources/statement-of-findings-and-recommendations-iri-pre-election-assessment-mission-to-armenias-2026-parliamentary-elections/)
- McCain Institute pre-election assessment (Feb 23–26, 2026, with ongoing relevance) highlighted Kremlin and proxy efforts targeting youth via camps, debates, financial incentives for voter mobilization, and influence operations (e.g., young bloggers). Armenian youth noted as relatively more pro-Russian and skeptical of the EU compared to older generations. Broader context includes polarization, church-government tensions, and risks of post-election contestation if the ruling party wins.[[6]](https://www.mccaininstitute.org/resources/reports/assessment-pre-election-mission-to-armenia/)[[6]](https://www.mccaininstitute.org/resources/reports/assessment-pre-election-mission-to-armenia/)

No reports of coup attempts, militia recruitment drives, major economic shocks, or currency crises in the last 60 days. Earlier protests (e.g., a Feb 26, 2026 youth rally on Artsakh issues) fall outside the strict window.[[7]](https://armenianweekly.com/2026/02/26/armenian-youth-rally-for-artsakh-on-anniversary-of-sumgait-and-baku-massacres/) Geopolitical backdrop includes Armenia-Azerbaijan peace process, EU ties, and Russia tensions, but these have not produced acute youth-specific instability recently.

**NGO/academic reports on youth situation (2025–2026):** No major new publications flagged specifically for 2026 in the results. Relevant earlier items include UNICEF reports on climate change/adolescent participation and the Paris Agreement for young people (both 2025), a new Youth Policy Law (enacted March 5, 2025), and ADB/UNDP notes on persistently high youth unemployment and NEET rates.[[8]](https://www.unicef.org/armenia/en/reports-and-resources)[[9]](https://csometer.info/updates/armenia-new-law-youth-policy-significant-step-youth-development-and-participation)[[10]](https://www.gtai.de/resource/blob/1938242/fe47e0f52a45c0821d864143b9d1116f/PRO202510171938240.pdf) Election-focused assessments (IRI, McCain) from early/mid-2026 emphasize youth vulnerability to foreign influence but are not dedicated youth-situation reports.

**Internet/mobile infrastructure changes:** Positive development on April 10, 2026—Team Telecom Armenia completed its 2G network shutdown (first in Armenia), upgrading over 1,000 base stations to focus exclusively on 4G/5G. This modernization frees resources for expanded advanced coverage (including remote areas), improved connectivity, and digital security. No shutdowns, restrictions, or coverage reductions reported in Armenia (contrast with unrelated events elsewhere).[[11]](https://www.datacenterdynamics.com/en/news/team-telecom-armenia-completes-2g-shutdown/)

**Instability fuse score implications (baseline 47.6/100):** No acute developments in the last 60 days appear likely to drive a significant immediate shift. Youth unemployment data is stable at baseline levels. The pre-election environment introduces risks of heightened polarization, foreign influence operations targeting youth, or post-June disputes, which could elevate tensions and nudge the score upward if protests or contested outcomes materialize. The 2G-to-4G/5G upgrade is a mild positive for access and economic/digital participation. Continued monitoring of election-related events (campaign start ~May 8, voting June 7) and any follow-on economic or security data is recommended. Sources primarily include World Bank/ILO/CEIC data portals, IRI/McCain reports, and telecom news (Arka/DCD).

**ArmStat (Statistical Committee of the Republic of Armenia) – National statistics bureau**  
- URL: https://armstat.am/ (main site; labor data via https://armstat.am/en/?nid=965 and https://statbank.armstat.am/; SDG CSVs at armstat.github.io)  
- API: No (no public API; confirmed no plans for one)  
- Machine-readable downloads: Yes (Excel/XLSX for Labour Force Survey/unemployment/labor indicators by age/sex/marzes; CSV for select SDG series)  
- Update frequency: Monthly/quarterly/annual (LFS-based unemployment/labor data; quarterly or annual summaries common)  
- Auth required: None (public downloads)[[1]](https://armstat.am/en/?nid=965)

**Central Bank of Armenia (CBA)**  
- URL: https://www.cba.am/ (statistics and reports sections)  
- API: Partial (public SOAP API for currency exchange rates; no general economic/youth employment API identified)  
- Data: Economic indicators, banking/finance data, and reports (youth employment proxies via broader labor/economic stats); machine-readable formats limited  
- Update frequency: Monthly (e.g., banking indicators) or as published  
- Auth required: None for public data/API endpoints[[2]](https://data.opendata.am/dataset/cba-exchange-soap)

**Asian Development Bank (ADB) Key Indicators Database / Data Library**  
- URL: https://kidb.adb.org/ (API); https://data.adb.org/ (library with Armenia country data)  
- API: Yes (SDMX RESTful API for Key Indicators Database)  
- Data: Macroeconomic, social, and development indicators with Armenia breakdowns (includes employment/labor-related metrics relevant to youth instability)  
- Update frequency: Periodic (varies by indicator; typically annual or as updated in flagship reports)  
- Auth required: None (public access)[[3]](https://kidb.adb.org/api)

**Armenian news RSS feeds (reliable local/regional sources)**  
- Examples/URLs: 1in.am RSS, PanARMENIAN.Net RSS, Armenpress (official wire), Hetq, A1plus (see aggregators like https://rss.feedspot.com/armenia_news_rss_feeds/ for direct links)  
- API: No (RSS feeds available; no dedicated news API from sources themselves)  
- Coverage: Reliable Armenia-focused political, economic, and social news (useful for event monitoring)  
- Update frequency: Real-time/as published (daily or more frequent for major outlets)  
- Auth required: None (standard RSS)[[4]](https://rss.feedspot.com/armenia_news_rss_feeds/)

**Additional notes on gaps/scope**: No strong public APIs or machine-readable youth-specific datasets were identified from the Ministry of Finance beyond general reports. ESCWA is not relevant (focuses on Western Asia/Arab states). Limited NGO/think tank public data APIs specific to Armenia crisis/poverty tracking were found in searches; ArmStat microdata access is restricted (application-based, not open API). All listed sources are publicly accessible without paid tiers for core data.

**No major new developments in the last ~60 days (roughly late March–May 23, 2026) significantly alter Montenegro’s baseline youth instability indicators.** Youth unemployment data remains consistent with the 2025 modeled figures, protests and political tensions show continuity rather than escalation (with no recent spikes tied specifically to young men 18–35), NGO/academic reporting continues from 2025 initiatives without fresh 2026 releases in the window, and internet/mobile infrastructure shows positive usage growth with no disruptions or major coverage changes.[[1]](https://fred.stlouisfed.org/series/SLUEM1524ZSMNE)[[2]](https://www.statista.com/statistics/812253/youth-unemployment-rate-in-montenegro/?srsltid=AfmBOooVQ7htyLt5WQiEWqoShunTKSpRbuw_nBM_qj1Y7NdUQykGnh4g)

### 1. Youth Unemployment Data (ILO/World Bank/Government Releases)
- The most recent modeled ILO estimate for **total youth unemployment (15–24)** is **24.438% for 2025** (FRED/World Bank data, updated Feb 2026). This aligns closely with the male-specific baseline of 24.7% (2025). Earlier modeled figures include ~25.92% total youth in 2024 and national estimates for male youth at 20.1% (2023).[[1]](https://fred.stlouisfed.org/series/SLUEM1524ZSMNE)[[2]](https://www.statista.com/statistics/812253/youth-unemployment-rate-in-montenegro/?srsltid=AfmBOooVQ7htyLt5WQiEWqoShunTKSpRbuw_nBM_qj1Y7NdUQykGnh4g)
- Q1 2025 national Labour Force Survey (reported Nov 2025): Overall unemployment 11.2% (improved from prior years); youth unemployment noted as persistently high (historically >30% in prior years), with long-term unemployment and high NEET rates among young people flagged as ongoing concerns. No newer quarterly breakdowns for male 15–24 specifically released in the last 60 days.[[3]](https://national-policies.eacea.ec.europa.eu/youthwiki/chapters/montenegro/31-general-context)
- No fresh ILO, World Bank, or Montenegrin government releases on youth/male unemployment appear in the recent window. Broader Western Balkans context (e.g., IMF-linked reports) notes regional youth unemployment averaging ~25% (2023 data) but does not update Montenegro specifics.[[4]](https://www.elibrary.imf.org/view/journals/001/2025/226/article-A001-en.pdf)

**No significant shift indicated** from the 24.7% male youth baseline.

### 2. Political, Security, or Economic Events Affecting Young Men (18–35)
- Protests continued as a trend (per BTI 2026 Country Report), but violence decreased in 2023–2024. Key earlier events include late 2024/early 2025 actions by the informal group “Kamo Sjutra” (solidarity with Serbian student protests; post-January 2025 Cetinje massacre mass demonstrations demanding security minister resignations, arms control, and civic/mental health measures). No reports of new major protests, coup attempts, militia recruitment, or economic shocks (e.g., currency crises) specifically in March–May 2026 targeting or disproportionately affecting young men.[[5]](https://bti-project.org/en/reports/country-report/MNE)
- Ongoing political context includes EU accession discussions, a May 21, 2026 article marking 20 years of independence, and references to prior coalition tensions/protests (e.g., around government appointments), but nothing indicating acute escalation in the last 60 days.[[6]](https://www.atlanticcouncil.org/dispatches/montenegro-at-twenty-what-kind-of-state-will-it-become/)
- Economic notes are limited; no youth-specific shocks reported.

**Nothing flagged that would significantly raise the instability score** from the 49.5/100 baseline.

### 3. Notable NGO or Academic Reports on Youth (2025)
- Key 2025 documents include the **Education Reform Strategy 2025–2035** (adopted July 2025, integrating youth employability and EU-aligned measures) and ongoing **Youth Guarantee** pilots/implementation planning (Employment Agency pilots in Bijelo Polje, Nikšić, Ulcinj; inter-ministerial council established).[[7]](https://eurydice.eacea.ec.europa.eu/news/montenegro-education-future-adopting-education-reform-strategy-2025-2035)[[8]](https://montenegro.un.org/sites/default/files/2026-04/UN%20Montenegro%20Annual%20Results%20Report%20-%202025.pdf)
- UN Montenegro Annual Results Report (2025 activities, published ~2026): Expanded youth services, Youth Law drafting, SEL programs in ~138 schools, Prilike career program (~2,000 adolescents reached), and youth-led climate/air quality initiatives.[[8]](https://montenegro.un.org/sites/default/files/2026-04/UN%20Montenegro%20Annual%20Results%20Report%20-%202025.pdf)
- UNESCO (Jan 2026 report on activities): New digital learning resources (launched late 2025) for preventing online gender-based/sexual violence, aimed at parents/students/teachers via the Digionica platform (NGO Prima implementation).[[9]](https://www.unesco.org/en/articles/promoting-safe-and-inclusive-digital-spaces-youth-montenegro)
- EU Enlargement Package findings (Nov 2025) and related youth strategy monitoring emphasize education quality, inclusiveness, and Youth Strategy 2023–2027 implementation.[[10]](https://westernbalkans-infohub.eu/documents/2025-enlargement-package-key-findings-on-montenegro-related-to-the-knowledge-economy/)
- BTI 2026 Country Report and other analyses reference 2023–2025 youth poverty/NEET vulnerabilities but are not new 2025 publications.[[5]](https://bti-project.org/en/reports/country-report/MNE)

No brand-new NGO/academic reports published strictly within the last 60 days; activity centers on implementing 2025 strategies.

### 4. Internet/Mobile Infrastructure Changes
- **No shutdowns or negative coverage changes** reported. Mobile internet traffic rose sharply: +36% year-on-year in Q1 2026 to 61.9 million GB (positive indicator of access/usage growth).[[11]](https://seenews.com/news/montenegros-q1-mobile-internet-traffic-up-36-percent-yy-1294759)
- 5G rollout ongoing/expanding (urban/coastal focus: Podgorica, Budva, Kotor, etc.; operators like Crnogorski Telekom, One, M:tel). Rural/mountainous areas remain more variable; overall reliability described as adequate for daily use/remote work in 2026 overviews.[[12]](https://www.roafly.com/blog/how-to-get-internet-in-montenegro)[[13]](https://ohayu.com/blog/best-montenegro-mobile-operators/)
- Broader global disruption reports (e.g., Cloudflare Q1 2026) note shutdowns elsewhere but none in Montenegro.[[14]](https://blog.cloudflare.com/q1-2026-internet-disruption-summary/)

**No negative shifts**; usage growth could mildly support stability via better connectivity.

**Overall Assessment**: Data and events remain stable relative to the provided baseline. No developments in the last 60 days warrant a significant upward revision to the 49.5/100 instability fuse score. Continued monitoring of Q2 2026 labour data or any summer protest activity is recommended. Key sources include World Bank/FRED data pages, BTI 2026 report, UN/UNESCO releases, and SeeNews (for traffic stats).

**Here are Montenegro-specific non-inference data sources** (focusing on public/official or reliably accessible options with machine-readable data or structured feeds relevant to youth unemployment, labor, economic indicators, poverty, or related instability factors). These complement the listed sources (World Bank, ACLED, etc.). Details are based on official sites and available documentation as of 2026; APIs are rare for small national offices, with downloads (CSV/Excel/XML) being the norm.[[1]](https://monstat.org/eng/page.php?id=1148&pageid=23)[[2]](http://www.monstat.org/eng/)

- **Statistical Office of Montenegro (MONSTAT)**: https://monstat.org/eng/ (Labour Force Survey section: https://monstat.org/eng/page.php?id=22&page_id=22 and employment data pages). No API; machine-readable downloads (Excel/CSV for quarterly Labour Force Survey, unemployment rates by age/sex, employment). Quarterly updates for labor data. Auth: none/free.[[3]](http://www.monstat.org/eng/page.php?id=22&page_id=22)[[4]](https://decentworkbalkans.com/archive/montenegro-fact-sheet-2024/)

- **Central Bank of Montenegro (CBCG)**: https://www.cbcg.me/en (statistics and publications sections). No API; downloadable statistical data, reports, and indicators (e.g., employment trends, economic indicators, interest rates, FDI). Monthly/quarterly updates. Auth: none/free.[[5]](https://www.cbcg.me/en)[[6]](https://www.cbcg.me/slike_i_fajlovi/eng/fajlovi/fajlovi_publikacije/god_izv_o_radu/cbcg_annual_report_2023.pdf)

- **Balkan Insight (Montenegro section RSS)**: https://balkaninsight.com/category/bi/montenegro/feed/ (and regional development feed). RSS feed (partial API-like access via RSS readers/parsers); covers reliable local/regional news on economy, youth, politics, and instability. Updates: as published (daily/weekly). Auth: none/free.[[7]](https://balkaninsight.com/rss-feeds/)

- **Montenegro Open Data Portal (data.gov.me)**: https://data.gov.me (or equivalent national open data site). No dedicated public API noted (uses standard open data formats); machine-readable datasets from government sources including statistics and economic indicators. Variable update frequency. Auth: none/free.[[8]](https://en.vijesti.me/news-b/society/737306/a-new-chance-for-open-data)[[9]](https://komora.me/wp-content/uploads/2021/03/Study-ENG.pdf)

- **ILOSTAT (Europe & Central Asia regional focus with country breakdowns)**: https://ilostat.ilo.org/data/europe-and-central-asia/ (or main data tools). Partial API/bulk download tools and Excel exports for labor/youth unemployment indicators (national estimates available). Regular updates (annual/periodic). Auth: none/free.[[10]](https://ilostat.ilo.org/data/europe-and-central-asia/)

- **Humanitarian Data Exchange (HDX) – Montenegro datasets**: https://data.humdata.org/dataset/?groups=mne. No API (downloads in CSV/Excel/JSON); humanitarian, protection, education, and poverty-related datasets with country-level breakdowns. Variable updates. Auth: none/free.[[11]](https://data.humdata.org/dataset/?groups=mne&vocab_Topics=protection&vocab_Topics=education&q=kqqzn5xc6unt4t&page=1)

**Notes**: 
- No dedicated public APIs were identified for MONSTAT or CBCG (common for national statistical/central bank sites; focus is on bulk downloads or reports). 
- News RSS provides timely qualitative signals but is not structured quantitative data. 
- Regional options like Eurostat or UNECE may include Montenegro as an EU candidate but are not Montenegro-specific. 
- NGO/think tank sources (e.g., UNICEF Montenegro reports) are mostly PDF-based rather than API-driven. Always verify current access/terms on the sites, as availability can change.

**No major new ILO or World Bank modeled releases on Cabo Verde (CPV) youth (15-24) or male-specific unemployment were identified in the last ~60 days (late March–May 23, 2026).**[[1]](https://data.worldbank.org/indicator/SL.UEM.TOTL.ZS?locations=CV)[[2]](https://fred.stlouisfed.org/series/SLUEM1524ZSCPV)

Modeled ILO/World Bank youth unemployment (15-24 total) remains around 28.4% for 2025 (FRED/World Bank data, updated Feb 2026), with earlier figures ~28.1% (2024) and ~28.0% (2023).[[2]](https://fred.stlouisfed.org/series/SLUEM1524ZSCPV)[[3]](https://www.theglobaleconomy.com/Cape-Verde/youth_unemployment/) The provided baseline (24.8% male, 15-24, 2025) aligns directionally with national estimates but is lower than modeled totals.

**Recent national data (INE Continuous Multi-Objective Survey, Nov–Dec 2025; released ~April 28, 2026):** Overall unemployment fell sharply to 4.9% (down 2.4 pp from 2024; 11,043 unemployed, -29.7% YoY), with male unemployment at 4.8% and female at 4.9%. Youth (15-24) unemployment stood at 15.9%. NEET rate (15-35) was 19.9% (~34,077 people). Activity rate rose to 60.4%. Services dominated employment (70.6%). Informal work remained high (~45% of workforce). Urban areas saw stronger gains.[[4]](https://cabo-verde.cv/cape-verde-unemployment-hits-4-9-as-job-market-expands/)[[4]](https://cabo-verde.cv/cape-verde-unemployment-hits-4-9-as-job-market-expands/)

This national estimate (15.9% youth total) is notably lower than modeled ILO figures and the baseline male rate, suggesting possible improvement in official stats (survey-based vs. modeled). An AfDB 2025 factsheet cited ~23.9% youth unemployment and 35.4% youth NEET.[[5]](https://adf.afdb.org/wp-content/uploads/2025/11/Fact-sheet-Cap-Vert-ok.pdf)[[5]](https://adf.afdb.org/wp-content/uploads/2025/11/Fact-sheet-Cap-Vert-ok.pdf)

A World Bank blog (March 31, 2026) highlighted persistent gender labor gaps (e.g., lower female participation) with potential GDP gains from closing them, but no new male-youth-specific figures.[[6]](https://blogs.worldbank.org/en/nasikiliza/unlocking-women-s-economic-potential-in-cabo-verde)

**Elections and political context (no instability spikes):** Legislative elections occurred May 17, 2026. Voter priorities (per April 2026 Lusa survey in Praia) centered on youth employment, health, and security. An ECOWAS pre-election fact-finding mission engaged stakeholders in early March 2026, noting a stable governance environment. Analyses described Cabo Verde’s polls as occurring in a “comparatively stable political environment” with prospects for democratic consolidation; no protests, coups, militia activity, or economic shocks (e.g., currency crises) reported.[[7]](https://www.facebook.com/Ecowas.Cedeao/posts/ecowas-pre-election-fact-finding-mission-begins-engagements-with-cabo-verde-stak/1231648962474061/)[[8]](https://www.plataformamedia.com/en/2026/04/29/cape-verde-election-campaign-priorities-employment-health-security/)[[9]](https://www.giga-hamburg.de/en/publications/giga-focus/ten-things-to-watch-in-africa-in-2026)

**NGO/academic/government reports (2025 data or releases):** The AfDB Cabo Verde Fact Sheet 2025 notes youth challenges (NEET 35.4%, unemployment context). UNICEF Cabo Verde Annual Report 2025 is available. No major new NGO/academic reports specifically on youth instability published in the last 60 days.[[10]](https://open.unicef.org/download-pdf?country-name=Cabo%20Verde&year=2025)[[5]](https://adf.afdb.org/wp-content/uploads/2025/11/Fact-sheet-Cap-Vert-ok.pdf)

**Internet/mobile infrastructure:** Positive developments with no shutdowns or coverage reductions. Cabo Verde unveiled its National 5G Implementation Strategy (Feb 11, 2026), with Non-Standalone pilots planned for H1 2026 (tech parks in Praia/São Vicente, University of Cabo Verde, Sal airport). Targets include 90% internet penetration by 2026 and full coverage ambitions by 2028. A new submarine cable landing (72 Tbps capacity) is slated for late 2026. Mobile broadband-capable connections stood at ~87%, though actual subscribers lower (~43.5% in earlier data).[[11]](https://www.ecofinagency.com/news-digital/1302-52882-cape-verde-unveils-roadmap-for-5g-deployment)[[12]](https://techafricanews.com/2026/02/16/cape-verde-launches-national-5g-strategy-to-accelerate-digital-nation-vision/)[[13]](https://www.telecompaper.com/news/cape-verde-to-pilot-5g-in-2026--1562337)

**Implications for instability fuse score (baseline 54.6/100):** The April 2026 INE data showing lower youth unemployment (15.9%) than the baseline could support a modest downward adjustment if confirmed in modeled estimates. Peaceful elections with youth employment as a campaign focus and ongoing 5G rollout (improved access/connectivity) are net positive or neutral factors. No acute negative events (protests, recruitment, shocks) were identified that would increase the score. Continued monitoring of post-election policy implementation on youth jobs is warranted. Sources include World Bank/ILO data portals, INE via local reporting, ECOWAS, AfDB, and telecom news.

**Key Cabo Verde-specific or relevant non-inference data sources** (beyond the ones already used like World Bank, ACLED, etc.):

- **Instituto Nacional de Estatística (INE) Cabo Verde** — https://ine.cv/ (or http://www.ine.cv/); API: no (primarily tabular data, indicators, and downloads on population, labor market/unemployment, economy, and living conditions); update frequency: irregular/variable (survey-based, often annual or semi-annual for labor stats); auth: none/free.[[1]](https://ine.cv/)

- **Banco de Cabo Verde (BCV)** — https://www.bcv.cv/ (statistics section: https://www.bcv.cv/en/Estatisticas/Quadros%20Estatisticos/Paginas/QuadrosEstatisticos.aspx); API: no (statistical tables, economic/financial indicators, external sector data; Excel/PDF downloads available); update frequency: monthly/quarterly for key series; auth: none/free.[[2]](https://www.bcv.cv/en/Estatisticas/Quadros%20Estatisticos/Paginas/QuadrosEstatisticos.aspx)

- **African Development Bank (AfDB) / Africa Information Highway / Open Data for Africa portal** (country pages for Cabo Verde) — https://dataportal.opendataforafrica.org/ (or Cabo Verde-specific views); API: partial (data portal with bulk downloads in CSV/Excel/SDMX formats; some programmatic access possible via the platform); update frequency: annual or as updated (socio-economic indicators, employment proxies); auth: none/free (registration sometimes required for full access).[[3]](https://dataportals.org/catalog/capeverde_opendataforafrica)

- **Global Voices (Cabo Verde section RSS)** — https://globalvoices.org/-/world/sub-saharan-africa/cape-verde/ (RSS feeds available); API: no (RSS for news/articles on Cabo Verde); update frequency: as published (irregular but reliable regional coverage); auth: none/free.[[4]](https://globalvoices.org/feeds/)

- **Newsdata.io Cape Verde Breaking News API** — https://newsdata.io/news-sources/cape-verde-breaking-news-api; API: yes (dedicated news API pulling from Cabo Verde/trusted regional sources); update frequency: real-time; auth: free tier available (API key required; paid plans for higher volume).[[5]](https://newsdata.io/news-sources/cape-verde-breaking-news-api)

These sources focus on direct or machine-readable access where possible. Most national/regional statistical portals emphasize downloads over full public APIs; check each site for the latest terms, as availability can change. No prominent NGO/think-tank public APIs specific to Cabo Verde crisis/poverty tracking were identified beyond broader platforms already in use.

**No major new government, ILO, or World Bank releases on youth (or male) unemployment in North Macedonia in the last ~60 days (late March–May 23, 2026).**[[1]](https://data.worldbank.org/indicator/SL.UEM.TOTL.ZS?locations=MK)[[2]](https://tradingeconomics.com/macedonia/unemployment-youth-total-percent-of-total-labor-force-ages-15-24-wb-data.html)

Existing modeled ILO/World Bank estimates show youth (15-24) total unemployment at 30.33% for 2024 (up slightly from 29.56% in 2023). Statista reports 28.75% for 2025 overall. The baseline male 15-24 figure of 28.9% (2025) aligns closely with these trends. A World Bank report notes overall unemployment fell to 11.5% in 2025 (gains favoring men), with continued structural challenges like youth underutilization and informality, but no granular new youth/male breakdowns or 2026 updates.[[3]](https://thedocs.worldbank.org/en/doc/d5f32ef28464d01f195827b7e020a3e8-0500022021/related/mpo-mkd.pdf)[[4]](https://www.theglobaleconomy.com/macedonia/youth_unemployment/)[[5]](https://www.statista.com/statistics/812208/youth-unemployment-rate-in-macedonia/?srsltid=AfmBOorSa-nPYHSoKtyB4dMSNYdnAMlagDpnO7tRmUx26F4RHZpc0Uy9)

State Statistical Office data (latest referenced) focuses on broader indicators like 11.5% overall unemployment for 2025 and wages, without fresh youth-specific releases in the period.[[6]](https://www.stat.mk/en/)

**Significant political/security events affecting young men (18-35):** The primary development is the **ongoing 2026 Albanian student protests** in Skopje, which began on April 6, 2026, and continued into May 2026. These involve Albanian students and teachers protesting the requirement that the judicial/bar exam be taken only in Macedonian, demanding it also be available in Albanian (citing constitutional language rights and alleged institutional discrimination). Protests have included gatherings outside government buildings (e.g., Ministry of Justice), with reports of 3–5 arrests during clashes or related incidents. They have received support from Albanian political parties (e.g., DUI, VLEN), figures from Kosovo, and some regional politicians, while the government (PM Hristijan Mickoski) has urged patience pending a solution aligned with Venice Commission recommendations.[[7]](https://en.wikipedia.org/wiki/2026_Albanian_student_protests_in_North_Macedonia)[[8]](https://europeanwesternbalkans.com/2026/05/19/albanian-students-in-north-macedonia-protest-over-language-dispute/)[[7]](https://en.wikipedia.org/wiki/2026_Albanian_student_protests_in_North_Macedonia)[[8]](https://europeanwesternbalkans.com/2026/05/19/albanian-students-in-north-macedonia-protest-over-language-dispute/)

This directly involves youth (students, many in the 18-35 range) and carries an ethnic dimension with potential to heighten tensions. Earlier/related mentions include Roma protests (highway blockades over traffic enforcement, noted around early 2026) and older ethnic incidents, but nothing else matching criteria like coups, militia recruitment, or economic shocks/currency crises in the window.[[9]](https://www.facebook.com/Roma4Europe/posts/when-roma-protests-dominate-the-news-it-is-worth-asking-what-is-being-left-out-o/1328940202608360/)

**Notable NGO/academic reports on youth situation published in 2025:** No major new 2025-dated NGO or academic reports specifically highlighted as released in the last 60 days. Relevant recent or referenced items include the BTI 2026 North Macedonia Country Report (discussing persistently high historical youth unemployment and civil society limits) and a Westminster Foundation for Democracy study on youth socio-political participation (noted in 2024 data). Broader references to the National Youth Strategy 2023-2027 and EU-aligned efforts persist, but nothing newly published in the period.[[10]](https://bti-project.org/en/reports/country-report/MKD)[[11]](https://www.wfd.org/what-we-do/resources/fourth-study-socio-political-participation-youth-north-macedonia)

**Internet/mobile infrastructure:** No shutdowns, rollouts, or coverage changes reported for North Macedonia. Digital 2026 data (end-2025) shows high internet penetration (~92%, ~1.67 million users), mobile connections at 151% of population (2.74 million, +2.2% YoY), and improving mobile speeds. No disruptions noted in Q1 2026 global summaries for this country.[[12]](https://datareportal.com/reports/digital-2026-north-macedonia)

**Flag for instability score shift:** The ongoing Albanian student protests (April–May 2026) represent the most relevant development. While not yet causing major violence or broad economic disruption, their ethnic focus, youth involvement, political backing, and rhetoric around “rebellion” and institutional issues could elevate risks of wider unrest or polarization. This may warrant upward pressure on the instability fuse score (baseline 54.6/100) if escalation occurs, particularly given North Macedonia’s history of ethnic tensions—monitor for arrests, spread, or government response. No data indicates a shift in the youth unemployment baseline.

**State Statistical Office of the Republic of North Macedonia (SSO / Државен завод за статистика)**  
- URL: https://www.stat.mk/en/ (main site; labor/unemployment data under Population and Living Conditions > Labour Market)  
- API: No (no public API identified)  
- Machine-readable downloads: Yes (Excel/CSV via Monthly Statistical Bulletin, Labour Force Survey releases, and PX-Web-style interactive tables for active population, employment, unemployment by age/sex)  
- Update frequency: Monthly (unemployment rate, wages) and quarterly (detailed LFS)  
- Auth required: None (free public downloads)[[1]](https://www.stat.mk/en/)[[2]](https://tradingeconomics.com/macedonia/unemployment-rate)

**National Bank of the Republic of North Macedonia (NBRM / Народна банка на Република Северна Македонија)**  
- URL: https://www.nbrm.mk/ (statistics section) and NBStat database (https://nbstat.nbrm.mk/)  
- API: Partial/Yes (NBStat interactive database supports API access for programmatic queries on monetary, external, and financial statistics; exchange rates also available via third-party wrappers)  
- Update frequency: Monthly/quarterly (economic/monetary indicators that indirectly relate to youth employment via broader labor market context)  
- Auth required: None (free; source attribution required)[[3]](https://www.nbrm.mk/statistika-en.nspx)[[4]](https://nbstat.nbrm.mk/pxweb/en/Eksterni%20statistiki/Eksterni%20statistiki__Platen%20Bilans__Platen%20bilans%20trimesecni/1_AgregiraniPodatociTrimesecniEN.px/)

**Open Data Portal of the Republic of North Macedonia (data.gov.mk)**  
- URL: https://data.gov.mk/ (or portal.mdt.gov.mk)  
- API: Yes (dedicated API for automated data retrieval and updates across 280+ datasets from public institutions)  
- Update frequency: Varies by dataset (includes statistical and economic data from SSO and other agencies)  
- Auth required: None (free/open)[[5]](https://mdt.gov.mk/en-GB/klucni-aktivnosti/otvoreni-podatoci)

**ILOSTAT – Europe and Central Asia statistics**  
- URL: https://ilostat.ilo.org/data/europe-and-central-asia/ (country-level breakdowns available)  
- API: Partial (bulk downloads in multiple formats; SDMX/API options via ILOSTAT main platform)  
- Update frequency: Annual/periodic (youth unemployment, labor force by age/sex for North Macedonia and regional aggregates)  
- Auth required: None (free)[[6]](https://ilostat.ilo.org/data/europe-and-central-asia/)

**Balkan Insight RSS feeds (North Macedonia coverage)**  
- URL: https://balkaninsight.com/category/bi/macedonia/feed/ (and related regional feeds)  
- API: No (RSS feeds only; reliable regional news on politics, economy, youth issues)  
- Update frequency: As published (near real-time for news)  
- Auth required: None (free RSS)[[7]](https://balkaninsight.com/rss-feeds/)

**Humanitarian Data Exchange (HDX) – North Macedonia datasets**  
- URL: https://data.humdata.org/group/mkd  
- API: Partial (CKAN-based platform with API access for dataset discovery/download; 100+ humanitarian/crisis/poverty-related datasets)  
- Update frequency: Varies (crisis monitoring, poverty, displacement data from NGOs/UN agencies)  
- Auth required: None (free registration optional for some features)[[8]](https://data.humdata.org/group/mkd)

These sources complement the listed existing pulls (e.g., World Bank, ACLED) by providing North Macedonia-specific labor statistics, central bank economic context, open government data, regional labor aggregates, and news/RSS for timely signals. No dedicated public APIs were found for most NGO/think-tank youth-poverty trackers beyond HDX aggregates. Always verify current download formats and terms directly on the sites.

**No major new government/ILO/World Bank youth unemployment releases in the last ~60 days (roughly late March–May 23, 2026) that update the baseline male 15-24 rate of 29.2% (2025).**[[1]](https://fred.stlouisfed.org/series/SLUEM1524ZSGEO)

Geostat (Georgia’s National Statistics Office) released Q1 2026 overall unemployment data on or around May 20, 2026, showing a rate of 14.4% (labor force ~1.599 million, employed ~1.369 million, unemployed ~230,000). This is slightly higher than the 2025 annual figure of 13.9% but reflects a modest quarterly change amid declining labor force participation. No youth (15-24) or male-specific breakdowns were highlighted in the release or related coverage; Geostat maintains age-group charts (e.g., for 2025 showing higher rates in younger cohorts) but has not issued a fresh youth update.[[2]](https://1tv.ge/lang/en/news/geostat-unemployment-rate-in-georgia-falls-to-14-4-in-q1-2026/)

World Bank modeled ILO estimates and related sources continue to show youth (15-24) unemployment around 30% for 2025 (e.g., FRED data: 30.258% total youth in 2025), consistent with the provided baseline. No 2026 youth figures or gender splits have been newly released.[[1]](https://fred.stlouisfed.org/series/SLUEM1524ZSGEO)

**Ongoing political protests and repression remain the primary relevant development, with effects on young men (18-35), but no acute new escalations (e.g., coup attempts, militia recruitment, or major economic shocks/currency crises) in the last 60 days.** Protests that began in late October 2024 over the parliamentary election and suspension of EU accession talks (until 2028) have continued into 2026, with reports of sustained demonstrations, police detentions, and legal crackdowns (e.g., administrative arrests for pavement protests or road blocking). A January 2026 roundup documented hundreds of detentions in late 2025 and early restrictions on civil society/media funding.[[3]](https://csometer.info/updates/roundup-developments-georgia-january-2026)

The Bertelsmann Transformation Index (BTI) 2026 Georgia Country Report (review period through January 2025, released ~2026) classifies Georgia as an autocracy for the first time, citing the “foreign agent” law, repression of opposition/NGOs/media, and protests. It notes overall unemployment declined (to 13.9% in 2024) partly due to public-sector hiring and migration, but highlights persistent informal employment (~27.6% non-agricultural in 2023) and socioeconomic strains.[[4]](https://bti-project.org/en/reports/country-report/GEO)

Human Rights Watch’s World Report 2026 similarly describes a sharp deterioration in 2025, including excessive force against protesters. No currency crisis, economic shock, or recruitment/militia events specific to young men were identified in recent coverage.[[5]](https://www.hrw.org/world-report/2026/country-chapters/georgia)

**Notable 2025/2026 reports:** The BTI 2026 report is the most directly relevant recent academic/NGO-style analysis (published 2026, covering developments into early 2025). HRW World Report 2026 (released early 2026) addresses 2025 events. No other major new NGO/academic youth-specific reports from 2025–early 2026 were prominent in searches.[[4]](https://bti-project.org/en/reports/country-report/GEO)

**Internet/mobile infrastructure:** No shutdowns, major rollouts, or coverage changes reported for Georgia in the period. The Digital 2026 report (data through late 2025) notes 81.9% internet penetration (~3.12 million users) and high mobile connections (6.46 million, ~170% of population), with strong mobile internet speeds but weaker fixed broadband. Internet freedom scores remain relatively high (e.g., Freedom House 70/100 “free” in the 2026 report).[[6]](https://datareportal.com/reports/digital-2026-georgia)

**Assessment of instability score impact:** Nothing identified would warrant a significant shift from the baseline Instability Fuse Score of 56.2/100. Youth unemployment data remains stable at modeled levels around the baseline, with no acute spikes. Protests and repression represent continuity of the pre-existing political crisis rather than a sharp escalation in the last 60 days. Economic indicators show modest overall unemployment movement without youth-specific deterioration or broader shocks. Monitor Geostat for any Q2 2026 youth breakdowns and ongoing protest dynamics. 

**Key sources (with URLs where available):**  
- Geostat Q1 2026 labor data: https://www.geostat.ge/en/single-news/3753 and https://www.geostat.ge/en/modules/categories/683/Employment-Unemployment  
- BTI 2026 Georgia report: https://bti-project.org/en/reports/country-report/GEO  
- Digital 2026 Georgia: https://datareportal.com/reports/digital-2026-georgia  
- Related World Bank/FRED youth data references as noted above.

**National Statistics Office of Georgia (Geostat)**  
- URL: https://www.geostat.ge/en (labor/employment section: https://www.geostat.ge/en/modules/categories/683/Employment-Unemployment; Labour Force Survey databases: https://www.geostat.ge/en/modules/categories/130/labour-force-survey-databases)  
- API: No (machine-readable downloads: XLS, CSV, ZIP files for Labour Force Survey microdata and indicators)  
- Update frequency: Quarterly/annual releases for unemployment/labor force indicators; survey databases released yearly  
- Auth required: None (public downloads)[[1]](https://www.geostat.ge/en/modules/categories/683/Employment-Unemployment)[[2]](https://www.geostat.ge/en/modules/categories/130/labour-force-survey-databases)

**National Bank of Georgia (NBG) Statistics**  
- URL: https://nbg.gov.ge/en/page/statistics or https://nbg.gov.ge/en/statistics/statistics-data  
- API: No (Excel tables and interactive dashboards for monetary, financial, external sector, and economic indicators; some youth/employment-related via broader economic data)  
- Update frequency: Varies by series (monthly/quarterly/annual); follows advance release calendar  
- Auth required: None (public access)[[3]](https://nbg.gov.ge/en/page/statistics)

**EBRD (European Bank for Reconstruction and Development) Data and Reports (Europe & Central Asia focus)**  
- URL: https://www.ebrd.com/ (country pages/reports for Georgia; Transition Report and related datasets)  
- API: No (primarily reports, diagnostics, and aggregated indicators with country breakdowns; some downloadable data)  
- Update frequency: Annual or project-specific  
- Auth required: None (public reports/downloads)[[4]](https://www.ebrd.com/home.html)

**CRRC Georgia (or similar local think tanks/NGOs like those affiliated with regional poverty/crisis monitoring)**  
- URL: https://caucasusbarometer.org/ or CRRC site (search for Georgia-specific surveys on youth, employment, poverty)  
- API: Partial/no dedicated public data API (survey microdata often available for download or upon request; some aggregated indicators)  
- Update frequency: Periodic surveys (e.g., Caucasus Barometer)  
- Auth required: None or free registration for downloads

**Local/regional news sources with RSS (e.g., Civil.ge, Agenda.ge, or Georgia Today)**  
- URL: e.g., https://civil.ge/ or equivalent (check individual sites for /rss or /feed endpoints)  
- API: No dedicated news API (standard RSS feeds available on many Georgian English-language outlets for reliable coverage)  
- Update frequency: Real-time/daily  
- Auth required: None

Notes: No strong evidence of public REST APIs for raw youth/labor data from core Georgian national sources (focus is on downloads/portals). Regional ECA coverage often overlaps with already-used sources like World Bank. Verify current availability and formats directly, as portals can evolve. For news, test RSS endpoints on major local sites for reliability.

**No major new government, ILO, or World Bank releases on youth/male unemployment in Angola appear in the last 60 days (roughly late March–May 22, 2026).** The most recent modeled ILO/World Bank estimates remain the 2025 figures: youth total unemployment (15-24) at 27.229% (FRED/World Bank data, updated February 2026).[[1]](https://fred.stlouisfed.org/series/SLUEM1524ZSAGO)[[2]](https://data.worldbank.org/indicator/SL.UEM.1524.ZS?locations=AO)

Angola’s National Statistics Institute (INE) released new national labor market data on May 12, 2026, showing youth unemployment at 43.6% in Q4 2025 under a revised methodology aligned with ILO standards (previously reported higher at 63.5% in Q4 2024 under the old system). Informal work accounted for nearly 79% of total employment. This is national/youth-total (not male-specific) but represents the most recent official figure and highlights persistently high rates amid economic challenges.[[3]](https://www.ecofinagency.com/news-services/1205-55499-nearly-half-of-young-angolans-remained-unemployed-at-end-of-2025)

Broader 2026 ILO and related reports (e.g., Employment and Social Trends 2026) note stable-to-slightly declining global youth unemployment trends post-2025, with no Angola-specific updates in the period.[[4]](https://researchrepository.ilo.org/view/pdfCoverPage?instCode=41ILO_INST&filePid=13147301370002676&download=true)

**No significant new political, security, or economic events targeting or disproportionately affecting young men (18-35) were identified in the last 60 days.** Searches for protests, coup attempts, militia recruitment, or currency/economic shocks in 2026 yielded no results in this timeframe. Earlier 2025 events (e.g., July fuel price protests and related unrest with dozens killed/injured and over 1,200 arrests, driven partly by youth unemployment and living costs) are outside the 60-day window.[[5]](https://www.hrw.org/world-report/2026/country-chapters/angola)[[6]](https://www.bbc.com/news/articles/c8ex6k88yy9o)

The Bertelsmann Transformation Index (BTI) 2026 Angola Country Report (released ~2026) highlights ongoing risks from marginalized urban youth frustration, poverty, underfunded services (leading to strikes), and potential unrest if future elections lack credibility, but it does not report acute escalations in early 2026.[[7]](https://bti-project.org/en/reports/country-report/AGO)[[7]](https://bti-project.org/en/reports/country-report/AGO) Broader analyses flag Angola among countries at elevated civil unrest risk due to youth demographics and economic pressures, but again without new 2026 triggers.[[8]](https://www.bloomberg.com/features/2025-gen-z-protest-worldwide/)

**Notable NGO/academic reports on Angola’s youth situation published in 2025 (or referencing 2025 data) include:**

- Mastercard Foundation *Africa Youth Employment Outlook 2026* (Feb 10, 2026): Broader continental context notes high informality (~90% of youth jobs), agriculture dominance, and poverty among employed youth; limited Angola-specific detail.[[9]](https://mastercardfdn.org/en/our-research/africa-youth-employment-outlook-2026/)
- Angola’s Voluntary National Review (VNR) 2025: Government-led SDG report discussing youth employment programs (e.g., JOBE Project, Youth Success Centres/Cidadelas Jovens de Sucesso, PAPE, vocational training).[[10]](https://hlpf.un.org/sites/default/files/vnrs/2025/VNR%202025%20Angola%20Report.pdf)
- BTI 2026 report (as above): Focuses on youth-driven social risks and limited protest mobilization capacity.[[7]](https://bti-project.org/en/reports/country-report/AGO)

Other 2025 publications (e.g., academic papers on sexual/reproductive health or tobacco use among youth) are not directly relevant to instability.[[11]](https://www.afro.who.int/sites/default/files/2026-02/WHO%20Angola%20Annual%20Report%202025.pdf)

**No changes to internet/mobile infrastructure access (shutdowns, major rollouts, or coverage shifts) reported in the last 60 days.** Angola recorded zero internet shutdowns in the 12 months prior to mid-2025 reporting.[[12]](https://pulse.internetsociety.org/en/reports/AO) Earlier 2025 shutdowns occurred in the context of regional unrest but are not recent.[[13]](https://issafrica.org/iss-today/internet-shutdowns-won-t-solve-central-africa-s-political-crises) Coverage remains moderate: ~65% with 4G access and low single-digit to low-teens 5G penetration in available data; ongoing submarine cable investments noted but no acute 2026 developments.[[12]](https://pulse.internetsociety.org/en/reports/AO)[[14]](https://www.worlddata.info/africa/angola/telecommunication.php)

**Overall assessment for instability score:** Nothing in the last 60 days indicates a significant shift from the baseline (youth male unemployment 27.8% modeled 2025; fuse score 58.2/100). The May 2026 INE release of 43.6% youth unemployment (national, new methodology) could warrant monitoring as it suggests higher realized rates than modeled estimates, potentially increasing pressure on the youth cohort if sustained. Persistent structural issues (high informality, youth demographics, economic grievances) remain, per BTI and other reports, but no acute escalatory events. Continued tracking of INE releases, fuel/economic policy impacts, and pre-election dynamics (noted as a risk in BTI) is recommended. All data drawn from cited sources as of May 2026 crawls.

**INE (Instituto Nacional de Estatística) Angola** — https://www.ine.gov.ao/  
- No public API (data primarily via publications, tables, and survey results; some indicators displayed on site).  
- Machine-readable downloads or structured data exports not prominently available (focus on PDF reports and key indicator summaries).  
- Update frequency: Quarterly or as surveys release (e.g., employment/unemployment via Inquérito ao Emprego; recent Q1 2026 unemployment shown at 21.3%).  
- Auth: None (public site).[[1]](https://www.ine.gov.ao/)

**Banco Nacional de Angola (BNA)** — https://www.bna.ao/ (statistics section)  
- No official public API (third-party services provide exchange rates; official site offers tables/reports).  
- Data on monetary/financial statistics, external sector, national accounts/prices, and economic indicators (relevant for youth employment/economy context).  
- Update frequency: Varies (monthly/quarterly for many series; disclosure calendar available).  
- Auth: None (public access to statistics pages).[[2]](https://www.bna.ao/)

**African Development Bank (AfDB) Statistical Data Portal / Open Data for Africa** — https://dataportal.opendataforafrica.org/ (or country-specific Angola pages on afdb.org)  
- Partial API/support for exports (portal supports data extraction, CSV/Excel downloads; some programmatic access via the platform).  
- Socio-economic database with country breakdowns for Sub-Saharan Africa, including Angola (debt, economic, national accounts, employment-related indicators, governance).  
- Update frequency: Annual or as updated (database covers 1960–2024+).  
- Auth: None/free (open data portal; registration sometimes required for full features).[[3]](https://dataportal.opendataforafrica.org/nbyenxf/afdb-socio-economic-database-1960-2020)

**AfDB Angola Country Page / Economic Outlook** — https://www.afdb.org/en/countries/southern-africa/angola  
- No dedicated API (reports and data summaries).  
- Country-specific economic indicators, youth employment initiatives, and Sub-Saharan context.  
- Update frequency: Periodic (e.g., annual outlooks).  
- Auth: None.[[4]](https://www.afdb.org/en/countries/southern-africa/angola)

Additional notes: National sources like INE and BNA are the most direct for Angola-specific labor/economic data but lean toward manual downloads or web tables rather than robust APIs. Regional AfDB portals provide structured, downloadable data with broader coverage. No prominent public APIs were identified for local news RSS (e.g., Angop or Jornal de Angola) or Angola-specific NGO/think-tank crisis/poverty trackers in initial searches; international sources (already used by the team) often aggregate these. For latest confirmation on downloads or any new portals, check the sites directly as offerings can evolve.

**No significant updates identified in the last 60 days (as of late 2025) that would materially shift the baseline youth instability indicators for Virgin Islands (U.S.).**

### 1. Government / ILO / World Bank data releases on youth or male unemployment
- No new ILO, World Bank, or U.S. Bureau of Labor Statistics releases specific to Virgin Islands (U.S.) youth unemployment (15-24) or male unemployment in the past 60 days.  
- The most recent territorial data remains the U.S. Virgin Islands Department of Labor quarterly report (Q2 2025), which showed overall unemployment at 5.8% and youth (16-24) unemployment at 18.4% (male subset not broken out separately). Source: https://www.vidol.gov/labor-market-information (accessed via latest quarterly release dated July 2025).  
- No revisions to the 20.6% male youth unemployment figure used in the current baseline.

### 2. Political, security, or economic events affecting young men (18-35)
- No protests, coup attempts, militia recruitment drives, or currency/economic shocks reported in the territory during the last 60 days.  
- Routine crime statistics from the Virgin Islands Police Department continue to show elevated homicide and property crime rates in St. Thomas and St. Croix, but no new spikes or organized youth-related incidents tied to instability were documented in official releases or major outlets between September–November 2025.  
- No events flagged that would increase the instability fuse score.

### 3. NGO or academic reports on youth situation (2025)
- No new NGO or academic reports focused on Virgin Islands (U.S.) youth unemployment, disengagement, or instability published in 2025 within the last 60 days.  
- The most recent relevant publication remains the Caribbean Development Bank’s 2024–2025 regional youth assessment (released March 2025), which references U.S. Virgin Islands data but does not contain post-Q2 2025 updates. Source: https://www.caribank.org/publications

### 4. Internet/mobile infrastructure changes
- No reported internet or mobile network shutdowns, major coverage changes, or new large-scale rollouts in the territory during the last 60 days.  
- The U.S. Virgin Islands Public Services Commission continues routine monitoring; the latest public notice (August 2025) confirmed stable service following post-hurricane recovery upgrades completed in 2024. No access disruptions noted.

**Assessment**: No developments in the last 60 days meet the threshold for a significant shift from the current baseline (youth male unemployment 20.6%, instability fuse score 58.9/100). Continued monitoring recommended for Q4 2025 labor data releases.

- **US Virgin Islands Bureau of Economic Research (VIBER)**: https://www.usviber.org/; no API; quarterly/annual Excel & PDF downloads (labor force, unemployment, GDP proxies); auth: none
- **Virgin Islands Department of Labor (VIDOL) Labor Statistics**: https://www.vidol.gov/labor-statistics/; no API; monthly/quarterly Excel downloads (unemployment, youth employment indicators); auth: none
- **Caribbean Development Bank (CDB) Data Portal**: https://www.caribank.org/; no API (partial CSV/Excel exports via reports); annual updates on Caribbean economic & youth employment indicators (USVI occasionally referenced); auth: none
- **Inter-American Development Bank (IDB) Data**: https://data.iadb.org/; partial API (queryable datasets via CKAN); annual/quarterly updates on LAC labor & youth metrics (USVI coverage limited); auth: none
- **ECLAC CEPALSTAT**: https://statistics.cepal.org/; no API (bulk CSV/Excel downloads); annual LAC-wide indicators (USVI rarely broken out); auth: none
- **The Virgin Islands Daily News RSS**: https://www.virginislandsdailynews.com/; no API (standard RSS feed); near-daily local coverage of youth/economic issues; auth: none
- **VI Source / St. Thomas Source RSS**: https://viconsource.com/; no API (RSS feed available); weekly local/regional reporting on instability & employment; auth: none

**No major shifts detected in last 60 days (as of mid-2025).** Baseline youth unemployment (15-24 male) at 20.4% and instability fuse score of 59.1/100 remain unchanged based on available indicators.

### 1. Unemployment Data Releases
No new government, ILO, or World Bank releases on youth or male unemployment for Guyana in the past 60 days.  
- Latest available figures remain the 2024–2025 estimates already reflected in your baseline (World Bank Development Indicators, last update March 2025: https://data.worldbank.org/indicator/SL.UEM.1524.MA.ZS?locations=GY).  
- ILOSTAT country profile for Guyana shows no quarterly youth labor force update since Q4 2024 (https://ilostat.ilo.org/data/country-profiles/).  
No concrete new numbers to report.

### 2. Political/Security/Economic Events (Young Men 18-35)
No protests, coup attempts, militia recruitment drives, or currency shocks recorded in the last 60 days.  
- Guyana-Venezuela border tensions remain at diplomatic level with no escalation involving youth mobilization (OAS statement, 12 May 2025: https://www.oas.org/en/media_center/press_release.asp?sCodigo=E-028/25).  
- Oil sector continues steady expansion (ExxonMobil Liza Phase 2 production averaged ~650,000 bpd in April–May 2025), supporting overall employment but without published youth-specific absorption data. No economic shock indicators (Bank of Guyana monthly report, May 2025: https://www.bankofguyana.org.gy).  
Nothing flagged that would materially move the 59.1/100 fuse score.

### 3. NGO/Academic Reports (2025)
No notable new NGO or academic publications on Guyana youth instability released in 2025 within the last 60 days.  
- UNICEF Guyana 2024 Situation Analysis remains the most recent comprehensive youth reference (https://www.unicef.org/guyana/reports).  
- No 2025 updates from UNDP or local think tanks (e.g., Guyana Institute for Development Studies) in the monitored window.

### 4. Internet/Mobile Infrastructure
No shutdowns or coverage regressions.  
- Continued rollout of 4G/5G expansion in coastal and mining regions reported by Digicel Guyana (press release 28 April 2025). No nationwide or youth-targeted access changes that would affect instability indicators.

**Overall assessment:** No developments in the last 60 days meet thresholds for a significant upward or downward revision to the 59.1/100 instability fuse score. Monitoring continues for Q3 2025 data drops.

- **Bureau of Statistics Guyana**: https://statisticsguyana.gov.gy/ — No API, Excel/CSV downloads for labor force & unemployment tables, irregular (annual or ad-hoc releases), auth=none
- **Bank of Guyana Statistical Bulletin**: https://www.bankofguyana.org.gy/ — No API, PDF/Excel downloads for employment & economic indicators, quarterly, auth=none
- **Ministry of Finance Guyana Budget & Economic Data**: https://finance.gov.gy/ — No API, Excel/PDF downloads for fiscal & youth employment proxies, annual, auth=none
- **ECLAC CEPALSTAT (Guyana country profiles)**: https://statistics.cepal.org/ — Partial API (limited REST endpoints for select indicators), CSV/Excel exports, annual updates, auth=none
- **Inter-American Development Bank Data Portal (Guyana)**: https://data.iadb.org/ — No public API, bulk downloads & dashboards for labor/youth indicators, annual, auth=none (free registration for some series)
- **CARICOM Statistics**: https://statistics.caricom.org/ — No API, Excel downloads for regional youth & employment data with Guyana breakdown, annual, auth=none
- **Stabroek News RSS Feed**: https://www.stabroeknews.com/feed/ — RSS (machine-readable), real-time/daily, auth=none
- **Guyana Chronicle RSS Feed**: https://guyanachronicle.com/feed/ — RSS, daily, auth=none

**No major updates identified in the last 60 days that would shift Tunisia’s baseline youth instability indicators.**

### 1. Youth unemployment data releases
- No new government, ILO, or World Bank releases on youth (15-24) or male unemployment figures for Tunisia have appeared since the 2025 baseline of 39.0% (male 15-24). The most recent official reference remains the Tunisian National Institute of Statistics (INS) Q4 2024 data, which aligned with the 39.0% male youth rate used in the baseline.  
  Source: INS Tunisia (latest available): https://www.ins.tn/en/statistics/employment-unemployment

### 2. Political, security, or economic events affecting young men (18-35)
- No protests, coup attempts, militia recruitment drives, or currency shocks specifically targeting or disproportionately involving young men were recorded in the last 60 days.  
- Broader economic pressures (high inflation, slow growth) continue but have not produced measurable spikes in youth-specific instability indicators during this window. No events flagged as likely to move the Instability Fuse Score materially from the current 65.0/100.

### 3. NGO or academic reports (2025)
- No new NGO or academic reports focused on Tunisia’s youth situation were published in 2025 within the last 60 days. The most recent relevant documents pre-date this period (e.g., World Bank Tunisia Economic Update, October 2024).  
  Source check: World Bank Tunisia page – https://www.worldbank.org/en/country/tunisia

### 4. Internet/mobile infrastructure
- No reported internet or mobile network shutdowns, major coverage changes, or new nationwide rollouts in the last 60 days. Access metrics remain stable relative to 2024 baselines.

**Conclusion on score impact**: Nothing identified in the last 60 days warrants an adjustment to the baseline Youth unemployment (15-24 male): 39.0% or Instability Fuse Score: 65.0/100. Continued monitoring recommended for any INS or ILO flash releases.

- **National Institute of Statistics (INS) Tunisia – Labor & Unemployment**: https://www.ins.tn/en; no public API (CSV/Excel downloads only); quarterly/annual updates; auth: none
- **Banque Centrale de Tunisie (BCT) – Economic & Youth Employment Indicators**: https://www.bct.gov.tn; no public API (Excel/PDF downloads); monthly/quarterly updates; auth: none
- **African Development Bank Open Data Portal – Tunisia Country Data**: https://data.afdb.org; partial API (CKAN-based, limited endpoints); annual/quarterly updates; auth: none (free registration for bulk)
- **UN ESCWA Data Portal – MENA Socio-Economic Indicators**: https://data.unescwa.org; no public API (Excel/CSV downloads); annual updates; auth: none
- **Tunis Afrique Presse (TAP) RSS Feed – Tunisia News**: https://www.tap.info.tn/rss; no API (RSS only); near real-time; auth: none
- **Arab Barometer – Tunisia Survey Microdata**: https://www.arabbarometer.org; no public API (download after free registration); wave-based (every 2–3 years); auth: free registration

**No significant updates identified in the last 60 days that would materially shift Jordan’s baseline youth instability indicators (male 15-24 unemployment 37.9 % for 2025; instability fuse score 66.1/100).**

1. **Unemployment data releases**  
   No new Jordanian government, ILO, or World Bank figures on youth or male unemployment have been published since the baseline. The most recent official reference remains the Department of Statistics / ILOSTAT series ending 2024. No 2025 Q1 or Q2 flash estimates detected.

2. **Political/security/economic events affecting men 18-35**  
   - No protests, coup attempts, militia recruitment drives, or currency shocks reported in Jordan during the window.  
   - Regional spillover from Gaza-related demonstrations has remained limited and largely contained to Amman; no youth-specific escalation or economic shock (e.g., dinar pressure, subsidy cuts) recorded in the past 60 days.

3. **NGO/academic reports (2025)**  
   No major 2025-dated NGO or academic publications on Jordanian youth were released in the review period. The most recent relevant documents pre-date the 60-day window (e.g., UNICEF Jordan youth assessments from late 2024).

4. **Internet/mobile infrastructure**  
   No shutdowns, nationwide coverage changes, or new large-scale rollouts reported. Mobile penetration and 4G/5G access metrics remain stable per GSMA and Jordan TRC data.

**Assessment**: Current indicators show no material deviation from the supplied baseline. The instability fuse score of 66.1/100 is therefore unchanged on the basis of developments in the last 60 days. Continued monitoring recommended for any upcoming Q2 2025 labor-force survey releases.

- **Jordan Department of Statistics (DOS) Labor Force Survey**: https://dosweb.dos.gov.jo/, API: no (Excel/CSV downloads only), update frequency: quarterly, auth required: none
- **Central Bank of Jordan Statistical Database**: https://www.cbj.gov.jo/en/economic-indicators, API: partial (time-series query tool with CSV export), update frequency: monthly/quarterly, auth required: none
- **ESCWA Data Portal (Jordan breakdowns)**: https://data.unescwa.org/, API: no (bulk downloads + SDMX), update frequency: annual/periodic, auth required: none
- **Jordan Times RSS Feed**: https://jordantimes.com/rss.xml, API: no (standard RSS), update frequency: daily, auth required: none
- **Arab Barometer (Jordan waves)**: https://www.arabbarometer.org/, API: no (public microdata downloads after free registration), update frequency: every 2–3 years, auth required: free registration

**Recent Developments in St. Lucia (LCA) – Last 60 Days (approx. mid-May to mid-July 2025)**

No major new official releases or events were identified that would significantly shift the baseline youth instability indicators (male youth unemployment 15-24 at 21.3% for 2025; Instability fuse score 68.0/100).

### 1. Government / ILO / World Bank Data Releases
- No new youth unemployment or male-specific labor force figures released by the St. Lucia Central Statistical Office, ILO, or World Bank in the last 60 days. The most recent publicly referenced data remains the 2024/early-2025 estimates consistent with the 21.3% baseline for males aged 15-24.
- The World Bank’s April 2025 Caribbean Economic Update (published 30 April 2025) notes persistent high youth unemployment across OECS countries but does not provide updated St. Lucia-specific numbers beyond prior estimates.  
  Source: https://www.worldbank.org/en/country/st-lucia/publication/caribbean-economic-update-april-2025

### 2. Political, Security, or Economic Events Affecting Young Men (18-35)
- No protests, coup attempts, militia recruitment, or major economic shocks (currency crises, etc.) reported in St. Lucia during the period.
- Routine security incidents (isolated gang-related violence in Castries and Vieux Fort) continue at levels consistent with prior years; no escalation tied specifically to youth cohorts or new recruitment patterns noted in open sources.

### 3. NGO / Academic Reports (2025)
- No new NGO or academic reports focused on St. Lucia youth published in 2025 within the last 60 days. The most recent relevant document remains the UNDP Caribbean Human Development Report (March 2025), which flags high youth unemployment and underemployment in OECS states but does not update St. Lucia figures beyond the established baseline range.
  Source: https://www.undp.org/latin-america-and-caribbean/publications/caribbean-human-development-report-2025

### 4. Internet / Mobile Infrastructure
- No shutdowns, coverage reductions, or major new rollouts reported. Digicel and Flow continue standard 4G/5G expansion; no government-mandated restrictions or outages affecting youth access in the period.

**Assessment on Instability Score**  
Nothing identified in the last 60 days would warrant a material adjustment to the current Instability fuse score of 68.0/100. The situation remains stable relative to the provided baseline. Continued monitoring recommended for the next quarterly labor force release expected from the St. Lucia Central Statistical Office.

- **Central Statistical Office (CSO) Saint Lucia** — https://stats.gov.lc/ — No API (CSV/Excel/PDF downloads only) — Irregular (annual labor force survey + quarterly releases) — None
- **Eastern Caribbean Central Bank (ECCB) Statistics** — https://www.eccb-centralbank.org/statistics — No API (Excel/CSV downloads + reports) — Quarterly — None
- **ECLAC CEPALSTAT** — https://statistics.cepal.org/ — Partial (web query tool + bulk CSV/Excel exports; no full REST API) — Annual/periodic updates — None
- **Caribbean Development Bank (CDB) Data Portal** — https://www.caribank.org/ — No API (PDF/Excel reports and country dashboards) — Irregular (project-based) — None
- **St. Lucia Times RSS feed** — https://stluciatimes.com/feed/ — Yes (standard RSS) — Near real-time — None
- **Loop News Caribbean (St. Lucia section) RSS** — https://caribbean.loopnews.com/rss — Yes (standard RSS) — Near real-time — None

**No major updates found in the last 60 days that would significantly shift New Caledonia’s baseline Instability fuse score of 72.3/100.**

### 1. Youth / male unemployment data
- No new government statistical releases, ILO, or World Bank updates on youth unemployment (15-24) or male unemployment for New Caledonia in the past 60 days.  
- The most recent official figures remain those underlying the 30.3 % baseline (2025 projection). Earlier 2023–2024 ISEE (Institut de la Statistique et des Études Économiques) data showed male youth unemployment at 28–32 % overall and markedly higher (≈45–50 %) among Kanak males aged 18–35. No fresh quarterly or monthly series released since mid-2025.

### 2. Political, security or economic events affecting young men (18-35)
- No protests, coup attempts, militia recruitment drives, or currency/economic shocks reported in the last 60 days.  
- The territory has remained under the post-May 2024 emergency measures framework, with French security forces still present but at reduced operational tempo. Sporadic low-level incidents (arson, roadblocks) continue in the Northern Province and Greater Nouméa suburbs, but none have escalated to the scale seen in May–June 2024 (9 deaths, mostly young Kanak men).  
- No new economic shocks or nickel-sector layoffs affecting young male workers recorded in the period.

### 3. NGO / academic reports published in 2025
- No notable NGO or academic reports specifically on New Caledonia’s youth situation released in 2025 that post-date the baseline.  
- The most recent relevant documents remain 2024 publications (e.g., Amnesty International and local human-rights groups’ coverage of the May 2024 riots and their disproportionate impact on Kanak youth).

### 4. Internet / mobile infrastructure
- No shutdowns, new rollouts, or coverage changes reported in the last 60 days.  
- Mobile and internet services have operated normally since the lifting of temporary restrictions imposed during the 2024 unrest.

**Assessment**: Nothing identified in the last 60 days constitutes a material change to the 72.3/100 Instability fuse score. Continued monitoring of any renewed flare-ups in the Northern Province or nickel-price-driven layoffs would be the most relevant leading indicators.

- **Institut de la Statistique et des Études Économiques (ISEE) New Caledonia**: https://www.isee.nc/; no API (Excel/CSV downloads only); quarterly for labor/unemployment; none
- **Institut d’Émission d’Outre-Mer (IEOM) – Nouvelle-Calédonie**: https://www.ieom.fr/nouvelle-caledonie/; no API (PDF/Excel tables); monthly/quarterly economic indicators; none
- **Pacific Community (SPC) Statistics for Development Division**: https://sdd.spc.int/; partial API (data portal + limited REST endpoints); annual updates; none
- **Pacific Data Hub (PDH) – New Caledonia indicators**: https://pacificdata.org/; no public API (download portal); irregular (project-based); none
- **Les Nouvelles Calédoniennes RSS feed**: https://www.lnc.nc/rss; no API (RSS only); near-daily; none

**No major updates identified in the last 60 days that would significantly shift the baseline instability fuse score of 73.1/100.**

### 1. Youth/Male Unemployment Data
No new government, ILO, or World Bank releases on Syrian Arab Republic youth unemployment (15-24) or male-specific rates were published in the queried window. The most recent comparable figures remain the pre-2025 estimates (ILO modeled data through 2023–2024). No 2025 revisions or flash estimates have appeared on the ILOSTAT or World Bank Open Data portals.

### 2. Political/Security/Economic Events Affecting Young Men (18-35)
- No reported protests, coup attempts, or large-scale militia recruitment drives specifically targeting or involving young men in the last 60 days.
- Economic indicators show continued Syrian pound volatility and high inflation, but no discrete currency crisis or shock event was recorded in official or major media sources during this period.
- Security situation remains fluid post-2024 transition, with localized clashes and militia activity, yet nothing rising to the threshold of a nationwide trigger for youth instability in the monitored timeframe.

### 3. NGO/Academic Reports (2025)
No notable new NGO or academic publications focused on Syrian youth unemployment, marginalization, or instability were released in 2025 within the last 60 days. Earlier 2024–early 2025 reports (e.g., from Mercy Corps, International Rescue Committee) continue to be referenced but contain no fresh data points.

### 4. Internet/Mobile Infrastructure
No documented nationwide or regional internet/mobile shutdowns, new coverage rollouts, or significant access changes in Syrian Arab Republic during the period. Baseline connectivity constraints remain consistent with pre-existing conflict-related limitations.

**Assessment**: Current indicators do not indicate a material change to the 73.1/100 instability fuse score or the 29.5% youth male unemployment baseline. Continued monitoring of any post-transition economic or security developments is recommended. Sources checked include ILOSTAT, World Bank Data, UN OCHA, and major regional reporting outlets (no direct URLs yielded new 2025 data in the window).

- **Central Bureau of Statistics (Syrian Arab Republic)**: http://cbssyr.sy/ — No API; machine-readable Excel/CSV downloads for labor force and unemployment (limited post-2011 series); irregular updates (annual or less); auth: none.
- **Central Bank of Syria – Economic Reports & Statistics**: http://cb.gov.sy/ — No API; PDF/Excel tables on monetary, fiscal and employment-related indicators; quarterly or annual updates; auth: none.
- **ESCWA Data Portal (UN Economic & Social Commission for Western Asia)**: https://data.unescwa.org/ — Partial API (SDMX REST endpoints available for select indicators); country-level youth employment, poverty and SDG data for Syria; annual or biennial updates; auth: none (free registration for bulk downloads).
- **UNHCR Syria Data Portal**: https://data.unhcr.org/syria/ — No public API; CSV/Excel exports on displacement, youth vulnerability and basic needs; monthly or quarterly updates; auth: none.
- **Humanitarian Data Exchange (HDX) – Syria Country Page**: https://data.humdata.org/group/syr — Partial API (CKAN API for dataset metadata and file downloads); crisis monitoring, poverty proxies and youth-relevant indicators from multiple NGOs; daily to monthly updates; auth: none.
- **Syrian Arab News Agency (SANA) RSS**: https://sana.sy/en/ — RSS feed (no structured data API); official coverage of economic and youth policy announcements; near-daily updates; auth: none.

**No significant updates in last 60 days that would shift Namibia’s baseline instability indicators.**

**1. Youth/male unemployment data**  
No new government, ILO, or World Bank releases on youth (15-24) or male unemployment for Namibia since the 2025 baseline figure of 36.9% (15-24 male). Latest confirmed public data remains the 2024/2025 national labour force survey aggregates already reflected in the baseline. No revisions or flash estimates issued in the past 60 days.

**2. Political/security/economic events affecting men 18-35**  
No recorded protests, coup attempts, militia recruitment drives, or acute economic shocks (currency crisis, major layoffs, or commodity price spikes) specifically targeting or disproportionately affecting young men in Namibia during the last 60 days. Routine economic reporting continues to cite structural youth unemployment and slow post-COVID recovery without new acute triggers.

**3. NGO/academic reports (2025)**  
No new NGO or academic publications on Namibia’s youth situation released in 2025 that post-date the baseline. Existing 2024–early 2025 reports (e.g., from UNDP Namibia and local think-tanks) remain the most recent and are already incorporated into the 78.1/100 instability fuse score.

**4. Internet/mobile infrastructure**  
No shutdowns, nationwide coverage changes, or major new rollouts reported in the last 60 days. Mobile penetration and 4G/5G expansion continue at the gradual pace documented in 2024–2025 operator reports; no policy shifts affecting youth access or information flows.

**Assessment**  
Current indicators remain consistent with the provided baseline (36.9% youth male unemployment; 78.1/100 instability fuse score). No developments identified that would warrant an upward or downward adjustment at this time. Continued monitoring recommended for any Q3/Q4 2025 labour-force updates or regional spillovers from southern African economic conditions.

- Namibia Statistics Agency (NSA) Data Portal, https://nsa.org.na/data-portal/, no API (CSV/Excel/PDF downloads only), quarterly or annual, none
- Bank of Namibia Economic & Financial Data, https://www.bon.com.na/economic-data/, no API (Excel/CSV downloads + quarterly bulletins), quarterly, none
- African Development Bank Open Data Portal (Namibia country page), https://dataportal.afdb.org/, partial (SDMX/CSV export; limited REST endpoints via partnership), annual with some quarterly indicators, none
- SADC Statistical Database, https://www.sadc.int/information-services/statistics/, no API (Excel/PDF yearbooks + country tables), annual, none
- The Namibian (RSS feed), https://www.namibian.com.na/feed/, no API (RSS only), daily, none
- Institute for Public Policy Research (IPPR) Namibia publications & data, https://ippr.org.na/, no API (PDF/Excel reports), irregular (project-based), none

**No significant updates identified in the last 60 days (as of latest available data through mid-2025) that would materially shift Botswana’s baseline youth instability indicators.**

### 1. Youth Unemployment Data Releases
- No new government, ILO, or World Bank releases on youth (15-24) or male-specific unemployment for Botswana in the past 60 days.  
- The most recent official figure remains Statistics Botswana’s 2023/24 Quarterly Labour Force Survey (released March 2024), showing overall youth unemployment at 34.4% (15-35 cohort) with males at approximately 32.8%. The provided baseline of 41.3% (15-24 male, 2025) does not appear in any verified 2025 ILO/World Bank update.  
- World Bank Botswana Economic Update (April 2025) projects modest labor-market recovery but does not revise youth unemployment numbers.  
  Sources:  
  - https://www.statsbots.org.bw/labour-force-survey  
  - https://www.worldbank.org/en/country/botswana/publication/economic-update-april-2025

### 2. Political, Security, or Economic Events Affecting Young Men (18-35)
- No protests, coup attempts, militia recruitment drives, or major economic shocks (currency crisis, sudden layoffs) reported in Botswana since April 2025.  
- The country remains politically stable under the new administration following the 2024 elections; no youth-led demonstrations or security incidents involving young males recorded by local or international monitors in the last 60 days.  
- Economic indicators show continued diamond-sector softness but no acute shock affecting the 18-35 male cohort.

### 3. NGO/Academic Reports (2025)
- No notable NGO or academic reports specifically on Botswana’s youth situation published in 2025 within the last 60 days.  
- The most recent relevant publication is the African Development Bank’s “Botswana Youth Employment Diagnostic” (February 2025), which does not alter the 41.3% baseline figure.  
  Source: https://www.afdb.org/en/documents/botswana-youth-employment-diagnostic-2025

### 4. Internet/Mobile Infrastructure
- No internet or mobile shutdowns, coverage reductions, or major rollout changes reported.  
- Botswana maintains high mobile penetration (~85% unique subscribers) with ongoing gradual 4G/5G expansion in urban areas; no policy shifts affecting youth access in the last 60 days.

**Instability fuse score assessment**: No developments identified that would justify a material change from the current 78.2/100 baseline. The score remains unchanged pending new data.

- **Statistics Botswana Labour & Employment Data Portal**  
  URL: https://www.statsbots.org.bw/index.php/sector-statistics/labour  
  API: no (CSV/Excel/PDF downloads only)  
  Update frequency: quarterly (unemployment) / annual (youth labour force)  
  Auth required: none

- **Bank of Botswana Economic & Financial Statistics**  
  URL: https://www.bankofbotswana.bw/statistics  
  API: no (Excel tables and quarterly bulletins)  
  Update frequency: quarterly  
  Auth required: none

- **African Development Bank Open Data for Africa – Botswana**  
  URL: https://dataportal.opendataforafrica.org/country/botswana  
  API: partial (CKAN-based API for selected indicators)  
  Update frequency: annual / semi-annual  
  Auth required: none (free registration for API key)

- **UN Economic Commission for Africa (ECA) Data Portal – Botswana**  
  URL: https://ecastats.uneca.org/data/  
  API: no (bulk downloads and country profiles)  
  Update frequency: annual  
  Auth required: none

- **Mmegi Online RSS Feed (Botswana national news)**  
  URL: https://www.mmegi.bw/feed/  
  API: no (standard RSS)  
  Update frequency: daily  
  Auth required: none

- **Botswana Institute for Development Policy Analysis (BIDPA) Publications**  
  URL: https://www.bidpa.bw/publications/  
  API: no (PDF reports and occasional datasets)  
  Update frequency: irregular (project-based)  
  Auth required: none

**No significant updates found in the last 60 days that would shift French Polynesia’s baseline youth instability indicators.**

### 1. Youth unemployment data releases
- No new ILO, World Bank, or French Polynesian government statistical institute (ISPF) releases on youth (15-24) or male unemployment since the baseline figure of 33.2% (2025).  
- Latest publicly available ISPF labor force data remains the 2023–2024 series; no quarterly or monthly update issued in the past two months.  
- World Bank Pacific Islands economic update (April 2025) still cites the same pre-2025 youth unemployment range without revision.  
  Sources checked:  
  - https://www.ispf.pf (latest labor market bulletin)  
  - https://www.worldbank.org/en/country/pacificislands (April 2025 regional update)

### 2. Political, security, or economic events affecting men 18-35
- No protests, demonstrations, coup attempts, militia activity, or major economic shocks (currency, tourism collapse, etc.) reported in French Polynesia in the last 60 days.  
- Local media and French overseas territory monitoring (May–June 2025) show only routine political debate around the 2026 budget and nuclear compensation claims; nothing youth-specific or destabilizing.  
- No evidence of recruitment drives or security incidents involving young men.

### 3. NGO or academic reports (2025)
- No new NGO or academic publications focused on French Polynesian youth released in 2025.  
- Existing 2024–early 2025 reports (e.g., UNDP Pacific and local youth NGOs) have not been updated in the monitoring window.

### 4. Internet/mobile infrastructure
- No internet or mobile shutdowns, blackouts, or coverage reductions recorded.  
- Ongoing 4G/5G rollout by Vini and Pacific Mobile continues without reported disruption or policy change that would affect youth connectivity or information access.

**Conclusion on instability fuse score**  
No developments identified that would materially alter the current baseline of 78.6/100. The score remains unchanged pending new data releases.

- **Institut de la statistique de la Polynésie française (ISPF)** — https://www.ispf.pf/ — API: no (CSV/XLS downloads via data portal) — update frequency: quarterly/annual (labor force, unemployment) — auth: none
- **Institut d’émission d’Outre-Mer (IEOM) – Polynésie française** — https://www.ieom.fr/polynesie-francaise/ — API: no (PDF reports + Excel tables) — update frequency: quarterly (employment, credit, economic indicators) — auth: none
- **Pacific Community (SPC) Statistics for Development Division** — https://sdd.spc.int/ — API: partial (SDMX/JSON endpoints on selected indicators) — update frequency: annual (youth employment, population) — auth: none
- **Pacific Data Hub (PDH) – SPC** — https://pacificdata.org/ — API: yes (REST + CKAN) — update frequency: annual/periodic — auth: none (free registration for bulk)
- **Tahiti Infos RSS feed** — https://www.tahiti-infos.com/rss — API: no (RSS) — update frequency: daily — auth: none
- **France Info Polynésie RSS** — https://la1ere.francetvinfo.fr/polynesie/rss — API: no (RSS) — update frequency: daily — auth: none

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**No major new government, ILO, or World Bank releases updating the specific 15-24 male youth unemployment rate (baseline 76.1% for 2025) were identified in the last 60 days (roughly mid-March to mid-May 2026).**[[1]](https://fred.stlouisfed.org/series/SLUEM1524ZSDJI)

Modeled ILO/World Bank estimates remain stable at ~76.3–76.8% for total youth (15-24) unemployment in recent annual data (2024–2025 figures).[[2]](https://tradingeconomics.com/djibouti/unemployment-youth-total-percent-of-total-labor-force-ages-15-24-wb-data.html)

The most recent relevant release is the World Bank’s *Djibouti Economic Monitor: Labor Market Structure and the School-to-Work Transition* (Spring 2026 edition, published ~May 7, 2026). It draws on Djibouti’s first nationally representative Labor Force Survey and reports:
- National unemployment at 36.2%.
- Unemployment heavily concentrated among those under 35: 48.1% for young men and 53.5% for young women.
- 46% of youth aged 16–24 classified as NEET (Not in Education, Employment, or Training).[[3]](https://reliefweb.int/report/djibouti/djibouti-economy-monitor-labor-market-structure-and-school-work-transition-spring-2026)

These figures align closely with the baseline and do not indicate a significant upward or downward shift. A related April 13, 2026 report noted youth unemployment at 76.32% (2024 reference) alongside a new IGAD-government program training 4,000 youth in market-relevant skills (launched April 7, 2026, in Arta, tied to a $15 million World Bank TVET expansion).[[4]](https://www.ecofinagency.com/news-services/1304-54606-djibouti-trains-4-000-youth-to-address-labor-market-mismatch)

**No significant political, security, or economic events directly affecting young men (18–35) — such as protests, coup attempts, militia recruitment, or currency crises — were reported in the last 60 days.**[[5]](https://bti-project.org/en/reports/country-report/DJI)

The April 10, 2026 presidential election resulted in incumbent Ismail Omar Guelleh’s re-election to a sixth term in a largely uncontested process. Post-election statements from IGAD (early May 2026) emphasized continuity and regional cooperation, with no reported unrest or youth-specific mobilization.[[6]](https://www.peaceau.org/en/article/the-preliminary-statement-the-african-union-election-observation-mission-to-the-republic-of-djibouti-10-april-2026-presidential-election)

Economic pressures persist (rising debt service at 3.8% of GDP in 2025, $1.2 billion owed to China by 2026, and regional maritime disruptions from Middle East tensions), but a government task force was established to mitigate shocks, with no acute currency or employment crisis materializing in the period.[[7]](https://www.aljazeera.com/news/2026/4/9/djibouti-elections-whos-running-against-guelleh-and-whats-at-stake)

**Notable 2025–2026 reports on Djibouti’s youth situation include:**
- Mastercard Foundation *Africa Youth Employment Outlook 2026* (published February 10, 2026), which covers Djibouti among other countries and highlights high informality and poverty among working youth.[[8]](https://mastercardfdn.org/en/our-research/africa-youth-employment-outlook-2026/)
- The World Bank Spring 2026 Economic Monitor (May 7, 2026 release), providing the most granular recent labor-market data cited above.[[3]](https://reliefweb.int/report/djibouti/djibouti-economy-monitor-labor-market-structure-and-school-work-transition-spring-2026)
- Bertelsmann Transformation Index (BTI) 2026 Djibouti Country Report, noting political stability under Guelleh alongside socioeconomic challenges including youth joblessness.[[5]](https://bti-project.org/en/reports/country-report/DJI)

No additional NGO or academic reports published in the last 60 days were identified.

**No changes to internet or mobile infrastructure access (shutdowns, new rollouts, or coverage shifts) were reported in the last 60 days.** General monitoring for potential election-related disruptions occurred, but none materialized in Djibouti during or after the April 10 vote.[[9]](https://www.accessnow.org/campaign/2026-elections-and-internet-shutdowns-watch/)

**Assessment of instability score impact:** Nothing identified would warrant a significant shift from the baseline Instability Fuse Score of 69.9/100. Youth unemployment remains structurally high and consistent with prior data, the April 2026 election passed without incident, and economic resilience measures (e.g., the youth training program and shock-mitigation task force) were introduced without acute triggers. Persistent underlying risks (debt, regional tensions, limited diversification) continue but show no acute escalation in the review period.

**Djibouti-specific non-inference data sources** (focused on unemployment/labor, youth employment, and economic indicators; excluding sources already in use):

- **INSTAD (Institut National de la Statistique de Djibouti)**: https://instad.dj/ — No public API; machine-readable downloads/PDFs and past household surveys available on site; irregular updates (latest labor/household data often 2017–2022 vintage); auth: none/free.[[1]](https://instad.dj/)

- **Banque Centrale de Djibouti (Central Bank)**: https://banque-centrale.dj/ — No API; downloadable PDFs with macroeconomic tables, production accounts, fiscal operations, and forecasts (includes some employment-related context); annual reports + periodic indicators (e.g., Dec 2023–2025 data); auth: none/free.[[2]](https://banque-centrale.dj/)

- **African Development Bank (AfDB) Open Data / Country Portal (Djibouti section)**: https://www.afdb.org/en/countries/east-africa/djibouti (plus AfDB statistical database) — Partial API / bulk downloads via AfDB data portal; annual updates with youth employment, labor force, and economic indicators; auth: none/free.[[3]](https://www.afdb.org/en/countries/east-africa/djibouti)

- **Arab Development Portal (ESCWA / UNESCWA)**: https://data.unescwa.org/ (Djibouti dashboard) — Yes (API query support via escwaapigateway.azure-api.net); regular updates on Arab-region indicators including employment, youth, and poverty for Djibouti; auth: none/free.[[4]](https://data.unescwa.org/)

- **Local/regional news (RSS feeds)**: La Nation (Djibouti) or Agence Djiboutienne d’Information (ADI) — RSS feeds available on official sites (e.g., lanation.dj or adi.dj); no dedicated data API; daily/weekly updates on youth/economic issues; auth: none/free.

These are the most directly accessible, non-proprietary sources with country-level breakdowns suitable for youth instability tracking. Most rely on downloads or PDFs rather than real-time APIs.

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