East Asia & Pacific · MMR-RGN · Metro of Myanmar
YangonMetro
Location
Structural indicators below are national values for Myanmar. World Bank / ILO don't publish city-level series. The metro pin exists so signals-agent runs can scope live web search to Yangon specifically. City-radius event filtering (ACLED) is on the roadmap.Why this metro: Active civil-war country; commercial capital tracks regime stress
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
2026-06-28 06:00 UTC · run 2026-06-28T06
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 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.
Source discovery
**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.
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 | 2023 | ↓ 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 | 2024 | context |
Working-age share (context) | Population ages 15-64 (% of total) SP.POP.1564.TO.ZS | UN Population Division · via World Bank | 2024 | context |
Phone ownership | Individuals owning a mobile phone (% of population) | ITU (via Our World in Data) | 2024 | ↓ priority |
Freedom (intervention axis) | Freedom in the World — total score 0-100 (higher = more free) | Freedom House (via Our World in Data) | 2025 | ↓ priority |
- Unemployment (15-24, male)↑ priority
Male youth unemployment, 15-24 (% male labor force)
SL.UEM.1524.MA.ZS
World Bank · ILOSTAT modeled estimates
Latest data · 2025
- Unemployment (15+, male)↑ priority
Male unemployment, 15+ (% male labor force)
SL.UEM.TOTL.MA.ZS
World Bank · ILOSTAT modeled estimates
Latest data · 2025
- Violence↑ priority
Intentional homicides (per 100,000 people)
VC.IHR.PSRC.P5
Latest data · 2023
- Internet access↓ priority
Individuals using the Internet (% of population)
IT.NET.USER.ZS
Latest data · 2024
- Mobile subscriptions↓ priority
Mobile cellular subscriptions (per 100 people)
IT.CEL.SETS.P2
Latest data · 2024
- Electricity access↓ priority
Access to electricity (% of population)
EG.ELC.ACCS.ZS
IEA / World Bank Tracking SDG7
Latest data · 2023
- 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 · 2024
- Working-age share (context)context
Population ages 15-64 (% of total)
SP.POP.1564.TO.ZS
UN Population Division · via World Bank
Latest data · 2024
- Phone ownership↓ priority
Individuals owning a mobile phone (% of population)
Latest data · 2024
- Freedom (intervention axis)↓ priority
Freedom in the World — total score 0-100 (higher = more free)
Freedom House (via Our World in Data)
Latest data · 2025