Europe & Central Asia · EST
Estonia
Location
Priority breakdown
0 = lowest · 100 = highest
Composite = mean of available dimensions, 5th-95th percentile clipped, direction-adjusted. Instability (unemployment, violence) raises score with value. Access (internet, devices, electricity, AI) raises score with absence.
Trajectory
2015–2026 · replay
How the scores moved.
Scores recomputed historically by replaying each year's indicator values through the current normalizer. Useful for direction, less so for absolute magnitude. World Bank series lag 1-2 years.
Latest signals
2026-09-01 09:07 UTC · run 2026-09-01T09
What the signals agent found, in the last ~60 days.
Live web search via Grok, scoped to this country. Structural indicators above lag by 1-2 years; this section is what changed recently.
Signals
**No major shifts to the baseline instability picture (youth male 15-24 unemployment at 20.0% for 2025; national fuse score 35.2/100) in the last ~60 days (roughly early July to early September 2026), though youth unemployment remains elevated above the 2025 annual figure and security spillovers from the Russia-Ukraine conflict continue.**[[1]](https://stat.ee/en/news/the-unemployment-rate-was-75-last-year)[[2]](https://stat.ee/en/news/the-unemployment-rate-was-71-in-the-first-quarter) **Youth unemployment (ILO/LFS-aligned national data from Statistics Estonia and related sources):** - 2025 annual average: Overall youth (15-24) unemployment reached 20.7% (up 1.6 pp from 2024), with young men at 22.5% (up 3.6 pp) and young women at 18.8% (down 0.5 pp). This was driven primarily by rises among young men; overall unemployment averaged 7.5%.[[1]](https://stat.ee/en/news/the-unemployment-rate-was-75-last-year)[[3]](https://vestniktartu.ee/region/statistika-bolshe-vsego-uroven-bezraboticzy-vyros-sredi-muzhchin-v-vozraste-15-24-let/) - Q1 2026: Youth unemployment at 22.8% (employment rate for 15-24 at a 15-year low of 28.6%).[[2]](https://stat.ee/en/news/the-unemployment-rate-was-71-in-the-first-quarter) - Recent monthly (Eurostat-influenced): Youth unemployment rose to 22.70% in June 2026 from 22.50% in May.[[4]](https://tradingeconomics.com/estonia/youth-unemployment-rate) - Other notes: Projections for full-year 2026 youth unemployment around 21.07%; Q4 2025 male 15-24 rate at 21.73%. No new dedicated ILO or World Bank Estonia-specific releases identified in the period.[[5]](https://www.macrotrends.net/global-metrics/countries/est/estonia/youth-unemployment-rate)[[6]](https://fred.stlouisfed.org/series/LRHU24MAEEQ156S) These figures indicate persistence of elevated youth (especially male) joblessness above the 2025 baseline, though overall unemployment has moderated from early 2025 peaks.[[7]](https://tradingeconomics.com/estonia/unemployment-rate/news/550984) **Political/security/economic events affecting young men (18-35):** No protests, coup attempts, militia recruitment, or economic/currency shocks reported. Ongoing Russia-Ukraine conflict spillovers include: - September 1, 2026: Multiple drones (linked to Ukrainian strikes in western Russia) approached or briefly crossed Estonia’s southeastern/eastern borders (near Narva and elsewhere); air threat alerts issued across multiple counties; Turkish/NATO jets scrambled from Ämari base. Threat lifted by ~5:30 a.m.; no direct impact on civilians or youth-specific unrest noted.[[8]](https://news.err.ee/1610124799/drone-crossed-estonia-s-border-in-southeast-says-air-force-commander)[[9]](https://news.err.ee/1610124754/edf-drone-threat-warning-lifted-across-estonia) - June 2026: Nationwide ILVES 2026 civil defense exercise (including Paldiski sub-exercise) trained responses to scenarios like provoked mass civil unrest, with ~600 personnel involved.[[10]](https://news.err.ee/1610052226/estonia-drills-mass-unrest-response-evacuation-and-crisis-coordination-in-mass-exercise) - Broader context: Persistent hybrid/info ops (e.g., fake secession narratives targeting Russian-speaking areas like Narva/Ida-Viru, with potential appeal or effects on younger Russian-background residents) and mental health pressures amid economic recovery from prior recession.[[11]](https://www.politico.eu/article/how-a-fake-russian-story-became-a-real-problem-for-estonia/) **NGO/academic reports on Estonia’s youth situation (2025 data, published/released into 2026):** - Foresight Center report (June 2026): Highlights worsening youth mental health (higher sadness/depression rates than peers in neighboring countries; >1/3 of girls and ~1/5 of boys aged 11-15 feel sad/depressed weekly) as a barrier to independence, decision-making, and societal participation amid demographic decline and unequal access to services.[[12]](https://news.err.ee/1610059402/report-mental-health-crisis-delaying-estonian-youths-independence) - EU Kids Online Estonia 2025 study (preliminary/full results released 2026 by University of Tartu et al.): Documents near-universal daily internet use (~98% of 9-16-year-olds), rising exposure to disturbing/sexually explicit content, excessive use, online bullying, and links to mental well-being; also covers AI use and parental mediation.[[13]](https://www.etis.ee/portal/publications/display/0c4e400f-fdc2-4d01-a42d-fcc00c16c010)[[14]](https://sisu.ut.ee/wp-content/uploads/sites/289/EUKO-v6rku-summariga-26_02_18.pdf)[[15]](https://zenodo.org/records/18668024) - Other 2025/2026 analyses (e.g., education gaps, NEET trends around 21-23% for males aged 15-26) note persistent ethnic/educational disparities but no acute new crises.[[16]](https://news.err.ee/1609815174/more-high-school-diplomas-but-ethnic-educational-gap-widening-in-estonia) **Internet/mobile infrastructure:** No shutdowns or coverage reductions. Positive/ongoing changes include Telia’s full rollout of 5G access to all mobile clients (early 2026, no extra cost for compatible devices; network rated fastest in Estonia). Phased 3G network shutdown continued/completed in stages through 2026 (final areas like Tallinn/Harju in November), redirecting spectrum to 4G/5G with minimal disruption expected for modern devices.[[17]](https://www.am.ee/node/9407)[[18]](https://www.elisa.ee/et/uudised/korduma-kippuvad-kusimused-seoses-3g-sulgemisega) Security measure: From September 1, 2026, government institutions quarantine/block direct emails from Russian (.ru) servers/domains.[[19]](https://ground.news/article/estonian-authorities-will-block-emails-from-russian-addresses-for-security-reasons) **Overall assessment:** Youth unemployment data shows continuation of elevated rates (recently ~22-23%) exceeding the 2025 baseline, alongside mental health and digital-risk concerns in recent reports. Security tensions (drone incursions) add to hybrid threat awareness but have not triggered youth-specific instability events. No developments appear significant enough to markedly shift the national fuse score from 35.2/100. Primary sources are Statistics Estonia (stat.ee), ERR News, and academic releases.
Source discovery
**Statistics Estonia (Statistikaamet) Statistical Database (Labour Force Survey and related tables)** - URL: https://andmed.stat.ee/en/stat (main database); API base https://andmed.stat.ee/api/v1/en - API: Yes (PxWeb/REST API supporting GET for metadata and POST/JSON queries for tables; formats include JSON-stat, CSV, SDMX, PX) - Update frequency: Quarterly (core labour market/unemployment indicators from Labour Force Survey); annual or less frequent for many other tables - Auth: None (public) Covers unemployment, employment rates (including youth breakdowns by age/sex/region), NEET-related proxies, and youth monitoring dashboards.[[1]](https://stat.ee/en/uudised/muudatused-statistikaameti-andmebaasi-ja-rakendusliidese-kasutamises)[[2]](https://andmed.stat.ee/help/api-manual.pdf) **Eesti Pank (Bank of Estonia) Labour Market and Economic Reviews** - URL: https://www.eestipank.ee/ (reports often at haldus.eestipank.ee or similar) - API: No (primarily PDF reports and occasional data tables/extracts) - Update frequency: Quarterly or annual (labour market reviews with youth employment/unemployment analysis) - Auth: None (public downloads) Includes detailed commentary and indicators on youth employment, unemployment trends, and economic context.[[3]](https://haldus.eestipank.ee/sites/default/files/2026-04/tty_1_2026_est.pdf) **Eurostat (youth unemployment and labour market datasets)** - URL: https://ec.europa.eu/eurostat/databrowser/ (e.g., series like une_rt_m, yth_empl_*) - API: Yes (REST dissemination API and SDMX 2.1/3.0 endpoints) - Update frequency: Monthly (unemployment rates), quarterly/annual for detailed breakdowns - Auth: None (public) Provides harmonized Europe-wide data with Estonia country-level breakdowns for youth (15-24) unemployment, employment, and related indicators.[[4]](https://ec.europa.eu/eurostat/web/user-guides/data-browser/api-data-access/api-introduction) **ERR News RSS Feed** - URL: https://news.err.ee/rss - API: No (RSS feed; some third-party news APIs aggregate it) - Update frequency: Real-time/daily (news items) - Auth: None (public) Reliable English-language coverage of Estonian current events, economy, and social issues relevant to youth instability tracking.[[5]](https://feedsin.space/feed/news.err.ee) **Estonian Open Data Portal / andmed.eesti.ee (national catalog, including Statistics Estonia integration)** - URL: https://andmed.eesti.ee/ or avaandmed.eesti.ee (catalog); Statistics Estonia API as primary data source - API: Partial/yes (catalog APIs + direct links to Statistics Estonia PxWeb API and other dataset endpoints; some SPARQL/GeoServer) - Update frequency: Varies by dataset (daily to annual) - Auth: None for public data (API keys sometimes for advanced catalog features) Aggregates government datasets; primary value is routing to Statistics Estonia labour/economic data.[[6]](https://www.npmjs.com/package/@estonia-ai-kit/open-data-mcp-server) **Notes**: No strong public APIs were identified from the central bank/finance ministry or specific NGOs/think tanks for youth instability/poverty tracking beyond what Statistics Estonia provides. Regional options like Eurostat are the main Europe & Central Asia complement. News RSS feeds are supplementary for qualitative context. All listed sources are free/public where APIs exist. Verify current endpoints and licensing before integration, as some (e.g., open data catalogs) may evolve.
Full run history: /sources
Trends · 2014–2026
Each dimension, over time.
Male youth unemployment
%Intentional homicides
per 100kInternet access
%Mobile subscriptions
per 100Phone ownership
%Electricity access
%AI usage
%Population
peopleWorking-age share
%Provenance
Where the numbers come from.
Every dimension in the priority score has a public, citable source. Window 2014–2026. Signed-input pipeline lands with v2.
| Dimension | Indicator | Source | Latest data | Direction |
|---|---|---|---|---|
Unemployment (15-24, male) | Male youth unemployment, 15-24 (% male labor force) SL.UEM.1524.MA.ZS | World Bank · ILOSTAT modeled estimates | 2025 | ↑ priority |
Unemployment (15+, male) | Male unemployment, 15+ (% male labor force) SL.UEM.TOTL.MA.ZS | World Bank · ILOSTAT modeled estimates | 2025 | ↑ priority |
Violence | Intentional homicides (per 100,000 people) VC.IHR.PSRC.P5 | UNODC · via World Bank | 2023 | ↑ priority |
Internet access | Individuals using the Internet (% of population) IT.NET.USER.ZS | ITU · via World Bank | 2024 | ↓ priority |
Mobile subscriptions | Mobile cellular subscriptions (per 100 people) IT.CEL.SETS.P2 | ITU · via World Bank | 2024 | ↓ priority |
Electricity access | Access to electricity (% of population) EG.ELC.ACCS.ZS | IEA / World Bank Tracking SDG7 | 2024 | ↓ priority |
AI usage Estimate · proxy | AI tool usage (surveyed) | DataReportal / GWI (survey) % of internet users who used any AI tool in the past month (DataReportal / GWI), converted to % of population using internet penetration. | 2025 | ↓ priority |
Population (context) | Population, total SP.POP.TOTL | UN Population Division · via World Bank | 2025 | context |
Working-age share (context) | Population ages 15-64 (% of total) SP.POP.1564.TO.ZS | UN Population Division · via World Bank | 2025 | context |
Phone ownership | Individuals owning a mobile phone (% of population) | ITU (via Our World in Data) | 2025 | ↓ priority |
Freedom (intervention axis) | Freedom in the World — total score 0-100 (higher = more free) | Freedom House (via Our World in Data) | 2025 | ↓ priority |
- Unemployment (15-24, male)↑ priority
Male youth unemployment, 15-24 (% male labor force)
SL.UEM.1524.MA.ZS
World Bank · ILOSTAT modeled estimates
Latest data · 2025
- Unemployment (15+, male)↑ priority
Male unemployment, 15+ (% male labor force)
SL.UEM.TOTL.MA.ZS
World Bank · ILOSTAT modeled estimates
Latest data · 2025
- Violence↑ priority
Intentional homicides (per 100,000 people)
VC.IHR.PSRC.P5
Latest data · 2023
- Internet access↓ priority
Individuals using the Internet (% of population)
IT.NET.USER.ZS
Latest data · 2024
- Mobile subscriptions↓ priority
Mobile cellular subscriptions (per 100 people)
IT.CEL.SETS.P2
Latest data · 2024
- Electricity access↓ priority
Access to electricity (% of population)
EG.ELC.ACCS.ZS
IEA / World Bank Tracking SDG7
Latest data · 2024
- AI usage↓ priority
AI tool usage (surveyed)
Latest data · 2025
% of internet users who used any AI tool in the past month (DataReportal / GWI), converted to % of population using internet penetration.
- Population (context)context
Population, total
SP.POP.TOTL
UN Population Division · via World Bank
Latest data · 2025
- Working-age share (context)context
Population ages 15-64 (% of total)
SP.POP.1564.TO.ZS
UN Population Division · via World Bank
Latest data · 2025
- Phone ownership↓ priority
Individuals owning a mobile phone (% of population)
Latest data · 2025
- Freedom (intervention axis)↓ priority
Freedom in the World — total score 0-100 (higher = more free)
Freedom House (via Our World in Data)
Latest data · 2025