South Asia · BGD-DAC · Metro of Bangladesh
DhakaMetro
Location
Structural indicators below are national values for Bangladesh. World Bank / ILO don't publish city-level series. The metro pin exists so signals-agent runs can scope live web search to Dhaka specifically. City-radius event filtering (ACLED) is on the roadmap.Why this metro: 23M+ metro; 2024 uprising epicenter, garment-sector youth labor
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
2026-07-14 09:07 UTC · run 2026-07-14T09
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 significant Dhaka metro-specific developments identified in the last 60 days (roughly mid-May to mid-July 2026) that would shift the youth instability picture from the provided national baseline.**[[1]](https://www.newagebd.net/post/opinion/301807/cost-of-youth-unemployment) Searches across labor data, political/security events, NGO/think-tank reports, and digital infrastructure yielded very limited relevant results. Most available information remains at the national level or predates the window. ### 1. Local labor market / unemployment data (Dhaka metro) No city- or metro-specific youth unemployment rates (15-24 or 18-35) for Dhaka were located in 2026 sources. National figures continue to be referenced without granular breakdowns. A June 12, 2026 opinion piece notes that job prospects in Bangladesh remain “significantly skewed towards urban areas, especially Dhaka,” but provides no quantitative updates or Dhaka-specific statistics.[[1]](https://www.newagebd.net/post/opinion/301807/cost-of-youth-unemployment) ### 2. Political, security, or economic events affecting young men (18-35) No reports of protests, demonstrations, clashes, militia activity, mass layoffs in city industries, or other youth-relevant unrest in Dhaka during June–July 2026 were found in search results. ### 3. NGO or think-tank reports on Dhaka’s youth situation (2025–2026) No new NGO, think-tank, World Bank, or ILO reports focused on Dhaka youth (published or covering 2025–2026 data) appeared in results. Existing national references (e.g., older BBS surveys or ILO global outlooks) do not isolate Dhaka metro trends.[[2]](https://www.dhakatribune.com/bangladesh/dhaka/368904/bbs-survey-1.94-mn-youth-unemployed-in-bangladesh) ### 4. Internet/mobile infrastructure changes No outages, shutdowns, disruptions, or major rollouts specific to Dhaka in the recent period were identified. **Summary flag**: Nothing in the searched results indicates a material change to the baseline youth unemployment rate or national instability fuse score for the Dhaka metro area. Continued monitoring of local Bangladeshi outlets (e.g., Dhaka Tribune, New Age) and official BBS releases would be needed for any emerging city-level data.
Source discovery
**Here is a compiled list of Dhaka-specific (city/provincial-level) non-inference data sources** based on publicly available information from official portals, data catalogs, and related projects (as of mid-2026). Focus is on machine-readable formats, APIs where present, and relevance to youth instability tracking (e.g., demographics, labor, events, urban conditions). Many national sources offer division/district disaggregation that covers Dhaka Division or Dhaka District/City Corporations. - **Bangladesh Bureau of Statistics (BBS) Data Catalog / NSDS Portal**: http://data.bbs.gov.bd/index.php (or nsds.bbs.gov.bd); partial API (catalog search endpoint available); irregular/periodic updates (census, surveys); auth none (open/limited access); geographic granularity: national to admin-2 (district) or finer in some datasets (e.g., upazila-level in censuses). Includes population/housing census, labor force surveys, and other sub-national stats; some downloads in XLSX/CSV; raw unit-level data often on payment.[[1]](https://dateno.io/registry/catalog/cdi00000130/) - **Bangladesh Open Data Portal (data.gov.bd)**: https://data.gov.bd/; partial API (download endpoints for resources); varies by dataset (some periodic like surveys); auth none; geographic granularity: mostly national with some sub-national (division/district) indicators from BBS and other agencies. Hosts BBS datasets including older Labour Force Surveys and population stats; CSV/Excel downloads available.[[2]](https://data.gov.bd/) - **Humanitarian Data Exchange (HDX) Bangladesh Admin Boundaries (COD-AB)**: https://data.humdata.org/dataset/cod-ab-bgd; no API (file downloads); static with periodic updates; auth none; geographic granularity: admin-0 to admin-3 (divisions, districts, upazilas). Shapefiles/GeoJSON/XLSX for filtering ACLED events to Dhaka Division/District or city corporations; essential for sub-national event analysis.[[3]](https://data.humdata.org/dataset/cod-ab-bgd) - **ACLED Bangladesh Country Data (via Explorer or API)**: https://acleddata.com/country/bangladesh (or platform API); yes (ACLED API with free academic/commercial tiers); near real-time (daily/weekly updates); auth free (registration for full access); geographic granularity: sub-national by admin levels (divisions/districts) with location details. Filterable to Dhaka events using admin codes or boundaries; includes political violence, protests, and youth-relevant instability indicators.[[4]](https://acleddata.com/country/bangladesh) - **Dhaka Tribune / Prothom Alo and similar Bangla/English news RSS feeds**: e.g., Dhaka Tribune (dhakatribune.com sections), Prothom Alo (prothomalo.com); no dedicated API but standard RSS; high-frequency (daily/hourly); auth none; geographic granularity: Dhaka-focused coverage (city/provincial events). Public RSS available for local news scraping/monitoring; useful for real-time crisis/youth/unrest signals (examples noted in community discussions).[[5]](https://www.reddit.com/r/Dhaka/comments/1pwanbx/created_a_newsletter_for_daily_news_briefing/) - **Centre for Policy Dialogue (CPD) and Bangladesh Institute of Development Studies (BIDS) reports/databases**: e.g., cpd.org.bd or bids.org.bd; no public API (report PDFs/datasets on request); irregular/periodic (project-based); auth none or free registration; geographic granularity: Dhaka/urban-specific studies on poverty, youth employment, and inequality. Working papers and surveys often include city-level analysis; not real-time but high-quality granular insights.[[6]](https://cpd.org.bd/resources/2020/03/CPD-Working-Paper-132-Challenges-for-the-Marginalised-Youth-in-Accessing-Jobs.pdf) - **Dhaka City Corporation sites (DNCC/DSCC portals)**: e.g., dscc.gov.bd or dncc.gov.bd (and related .portal.gov.bd subdomains); no evident public API or open data portal; irregular updates; auth none; geographic granularity: ward/zone level within Dhaka South/North City Corporations. Occasional reports, budgets, or climate action plans with urban stats; limited machine-readable data but useful for boundaries/context.[[7]](https://www.dscc.gov.bd/) **Notes**: True city-municipal open data APIs or frequent sub-national labor disaggregation (beyond divisions) appear limited; most granular labor/unemployment comes via BBS surveys at district/division level. Boundaries from HDX enable precise ACLED filtering. For news, RSS is the primary accessible format. Always verify current access/API status directly, as portals evolve. No prominent paid real-time Dhaka-specific youth crisis trackers identified beyond the above.
Full run history: /sources
Trends · 2014–2026
Each dimension, over time.
Male youth unemployment
%Intentional homicides
per 100kInternet access
%Mobile subscriptions
per 100Phone ownership
%Electricity access
%AI usage
%Population
peopleWorking-age share
%Provenance
Where the numbers come from.
Every dimension in the priority score has a public, citable source. Window 2014–2026. Signed-input pipeline lands with v2.
| Dimension | Indicator | Source | Latest data | Direction |
|---|---|---|---|---|
Unemployment (15-24, male) | Male youth unemployment, 15-24 (% male labor force) SL.UEM.1524.MA.ZS | World Bank · ILOSTAT modeled estimates | 2025 | ↑ priority |
Unemployment (15+, male) | Male unemployment, 15+ (% male labor force) SL.UEM.TOTL.MA.ZS | World Bank · ILOSTAT modeled estimates | 2025 | ↑ priority |
Violence | Intentional homicides (per 100,000 people) VC.IHR.PSRC.P5 | UNODC · via World Bank | 2023 | ↑ priority |
Internet access | Individuals using the Internet (% of population) IT.NET.USER.ZS | ITU · via World Bank | 2024 | ↓ priority |
Mobile subscriptions | Mobile cellular subscriptions (per 100 people) IT.CEL.SETS.P2 | ITU · via World Bank | 2024 | ↓ priority |
Electricity access | Access to electricity (% of population) EG.ELC.ACCS.ZS | IEA / World Bank Tracking SDG7 | 2024 | ↓ priority |
AI usage Estimate · proxy | AI tool usage (surveyed) | DataReportal / GWI (survey) % of internet users who used any AI tool in the past month (DataReportal / GWI), converted to % of population using internet penetration. | 2025 | ↓ priority |
Population (context) | Population, total SP.POP.TOTL | UN Population Division · via World Bank | 2025 | context |
Working-age share (context) | Population ages 15-64 (% of total) SP.POP.1564.TO.ZS | UN Population Division · via World Bank | 2025 | context |
Phone ownership | Individuals owning a mobile phone (% of population) | ITU (via Our World in Data) | 2024 | ↓ priority |
Freedom (intervention axis) | Freedom in the World — total score 0-100 (higher = more free) | Freedom House (via Our World in Data) | 2025 | ↓ priority |
- Unemployment (15-24, male)↑ priority
Male youth unemployment, 15-24 (% male labor force)
SL.UEM.1524.MA.ZS
World Bank · ILOSTAT modeled estimates
Latest data · 2025
- Unemployment (15+, male)↑ priority
Male unemployment, 15+ (% male labor force)
SL.UEM.TOTL.MA.ZS
World Bank · ILOSTAT modeled estimates
Latest data · 2025
- Violence↑ priority
Intentional homicides (per 100,000 people)
VC.IHR.PSRC.P5
Latest data · 2023
- Internet access↓ priority
Individuals using the Internet (% of population)
IT.NET.USER.ZS
Latest data · 2024
- Mobile subscriptions↓ priority
Mobile cellular subscriptions (per 100 people)
IT.CEL.SETS.P2
Latest data · 2024
- Electricity access↓ priority
Access to electricity (% of population)
EG.ELC.ACCS.ZS
IEA / World Bank Tracking SDG7
Latest data · 2024
- AI usage↓ priority
AI tool usage (surveyed)
Latest data · 2025
% of internet users who used any AI tool in the past month (DataReportal / GWI), converted to % of population using internet penetration.
- Population (context)context
Population, total
SP.POP.TOTL
UN Population Division · via World Bank
Latest data · 2025
- Working-age share (context)context
Population ages 15-64 (% of total)
SP.POP.1564.TO.ZS
UN Population Division · via World Bank
Latest data · 2025
- Phone ownership↓ priority
Individuals owning a mobile phone (% of population)
Latest data · 2024
- Freedom (intervention axis)↓ priority
Freedom in the World — total score 0-100 (higher = more free)
Freedom House (via Our World in Data)
Latest data · 2025