Middle East, North Africa, Afghanistan & Pakistan · PAK-KHI · Metro of Pakistan
KarachiMetro
Location
Structural indicators below are national values for Pakistan. World Bank / ILO don't publish city-level series. The metro pin exists so signals-agent runs can scope live web search to Karachi specifically. City-radius event filtering (ACLED) is on the roadmap.Why this metro: 16M+ pop megacity; political violence, ethnic tensions, youth unemployment masked at national level
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
2026-09-12 09:07 UTC · run 2026-09-12T09
What the signals agent found, in the last ~60 days.
Live web search via Grok, scoped to this country. Structural indicators above lag by 1-2 years; this section is what changed recently.
Signals
**No major new Karachi-specific youth unemployment or labor market data emerged in the last 60 days (roughly mid-July to mid-September 2026) that deviates significantly from the national baseline.** National figures from the ILO (July 2026 roundtable) cite 12.8% youth unemployment (15-24) per the Pakistan Labour Force Survey 2024–25, with 28.4% of young people not in employment, education, or training (NEET); another source notes ~12.6% for 15-24.[[1]](https://pakistan.un.org/en/320072-media-update-united-nations-pakistan-23-july-2026)[[2]](https://www.thenews.pk/tns/detail/1430882-those-whose-future-is-at-risk) An Euromonitor Karachi city report (July 2026) includes labor indicators and unemployment rates benchmarked to 2025 but provides no fresh 2026 metro-specific numbers in available summaries.[[3]](https://www.euromonitor.com/karachi-in-pakistan/report) **Street crime and related violence represent a notable ongoing pressure point for young men (18-35).** Data compiled through early September 2026 shows at least 360 deaths in Karachi from January 1 to September 7, 2026 (217 from heavy vehicles like dumpers/tankers/trailers; 143 from street crime), with ~70% of heavy-vehicle victims and ~68% of street-crime victims aged 15-35 (or under 35). This includes students, motorcyclists, and daily-wage workers; areas like Korangi and Liaquatabad were highlighted. Over 30,000 street crime cases were registered in the first half of 2026 alone.[[4]](https://minutemirror.com.pk/karachis-deadly-double-threat-360-killed-in-8-months-626763/)[[5]](https://tribune.com.pk/story/2628599/karachis-lawlessness) **Recent protests and disruptions in Karachi (affecting youth and daily life/economy):** - September 1, 2026: Residents from areas including Orangi Town, SITE, Frontier Colony, and others protested prolonged/unannounced load shedding outside a K-Electric office, citing impacts on households and businesses.[[6]](https://thepakistanconnect.com/karachi-protest-load-shedding/) - September 3, 2026: Major markets (including mobile/electronics) shut in support of a Jamaat-e-Islami nationwide strike against the petroleum levy.[[7]](https://thepakistanconnect.com/markets-karachi-shut/) - Early September 2026: Roadblocks and security measures around potential PTI gatherings; police actions and detentions reported in related contexts.[[8]](https://minutemirror.com.pk/karachi-roads-reopen-after-removal-of-roadblocks-625838/) **Positive infrastructure development:** Karachi saw rapid 5G rollout acceleration, with operational sites rising from 90 in July 2026 to 279 by September 11, 2026 (189 added; Jazz 130, Zong 122, Ufone 27). This is the highest in Pakistan, with targets for further expansion to at least 1,000 sites by end of the 2026-2028 phase. No widespread shutdowns or outages specific to Karachi were reported in the window.[[9]](https://propakistani.pk/2026/09/11/karachi-gets-189-new-5g-sites-within-months/)[[10]](https://www.techjuice.pk/karachi-gets-189-new-5g-sites-as-network-rollout-accelerates/) **NGO/think-tank reports:** No new Karachi-metro-specific youth situation reports from 2025 or 2026 were identified in results. National-level items (e.g., IMPACT Strategies on ~21.8 million NEET youth aged 15-29, or ~37%, released around August 2026) exist but are not Karachi-focused.[[11]](https://www.thenews.pk/print/1431727-21-8m-youth-not-in-education-jobs-or-training-study) **Overall assessment:** Street crime and traffic fatalities disproportionately affecting young men constitute a persistent instability factor in Karachi, with recent protests tied to economic pressures (power, fuel costs). No sharp shifts in local unemployment data or major security/economic shocks (e.g., mass layoffs or militia events) were flagged beyond the dock workers compensation package approved in June 2026 (outside the strict 60-day window). The 5G expansion is a countervailing positive for connectivity and potential economic opportunity. National trends (e.g., rising youth joblessness) provide context but are not directly attributable to Karachi metro developments. Sources are primarily news outlets and official/organizational releases from the period.
Source discovery
**Pakistan Bureau of Statistics (PBS) – Economic Census, Labour Force Survey (LFS), Population & Housing Census results, and related district reports:** https://www.pbs.gov.pk/ (and subpages like result-excel or economic census sections). No public API. Periodic updates (Economic Census ~decadal or multi-year; LFS typically annual or biennial; census decadal with detailed releases). Auth: none (public downloads of Excel/PDF). Granularity: district-level (includes Karachi’s multiple districts, e.g., Central, East, South, West, Korangi, Malir, Keamari) for establishments, workforce, employment categories, unemployment indicators, socio-economic stats, and population. District-wise Excel/PDF downloads available; some third-party analyses provide further Karachi-specific LFS breakdowns.[[1]](https://www.pbs.gov.pk/pakistan-bureau-of-statistics-economic-statistics-production/)[[1]](https://www.pbs.gov.pk/pakistan-bureau-of-statistics-economic-statistics-production/) **Sindh Bureau of Statistics (SBOS) – Development Statistics, population estimates, and sectoral reports:** http://sbos.sindh.gov.pk/ (or mirrored datasets on opendata.com.pk). No API. Irregular/periodic updates (e.g., annual or multi-year publications like Development Statistics 2009-2018, CMI, health/education profiles, Sindh Insight). Auth: none (public PDF/ZIP downloads). Granularity: provincial (Sindh) with some district-level data, including Karachi population estimates and sectoral stats.[[2]](https://opendata.com.pk/dataset/sindh-bureau-of-statistics) **Data Darbar (Pakistan official statistics explorer):** https://darbar.adaad.org. No dedicated public API (interactive web explorer with exports). Updates tied to source data releases (PBS-based, ongoing with recent years). Auth: none. Granularity: sub-national down to tehsil/district level (poverty, population, economic indicators; covers Karachi areas via PBS data).[[3]](https://github.com/hibasameen/datadarbar) **ACLED (event data with sub-national filters):** https://acleddata.com/ (API and export tools). API: yes (free account required for full access). Frequent updates (near real-time or weekly batches). Auth: free account. Granularity: event-level with admin1 (Sindh province), admin2 (Karachi districts e.g. Karachi Central/East/etc.), and location fields; use admin codes or boundaries to filter to Karachi metro events.[[4]](https://acleddata.com/methodology/acled-codebook) **Pakistan administrative boundaries (COD-AB via HDX):** https://data.humdata.org/dataset/cod-ab-pak. No API. Periodic updates (reviewed ~annually). Auth: none (public downloads: SHP, GeoJSON, XLSX). Granularity: admin0-3 (province, district, tehsil); includes Karachi Division/district boundaries for filtering ACLED or other data.[[5]](https://data.humdata.org/dataset/cod-ab-pak) **Dawn (and similar local English/Urdu news) – RSS feeds for Karachi coverage:** https://www.dawn.com/ (e.g., feeds/home or Karachi/newspaper sections); also Express Tribune (tribune.com.pk/feed/), Geo News, The Nation. No full API; RSS feeds available. Daily/frequent updates. Auth: none. Granularity: city/provincial (Karachi-specific sections/stories on instability, youth, urban issues).[[6]](https://rss.feedspot.com/dawn_rss_feeds/) **CERP Tracking Hope in Karachi (THINK) Project:** https://www.cerp.org.pk/tracking-hope-in-karachi-think-project/. No API. Project ongoing (2017–present; periodic reports/survey releases). Auth: none (public project info/reports). Granularity: Karachi-specific (youth attitudes, education, behaviors, empowerment).[[7]](https://www.cerp.org.pk/tracking-hope-in-karachi-think-project/) **Karachi Metropolitan Corporation (KMC) – Development projects, budgets, assets, and Land Record Management:** https://kmc.gos.pk/ (or home.kmc.gos.pk; budget-book and transparency sections). No API. Updates as released (e.g., project lists, budgets, maps). Auth: none (public downloads of PDFs, maps, project details). Granularity: municipal/city level (Karachi-wide development projects, budgets, land/assets; recent transparency push includes Karachi Development Map).[[8]](https://www.dawn.com/news/2028731) **Additional notes:** PBS and SBOS are the primary official statistical sources with the strongest sub-national (district) coverage for labor/unemployment and demographics. ACLED + boundaries enable precise event filtering to Karachi. News RSS provides timely local signals. KMC offers emerging municipal transparency data. Most sources rely on downloads rather than APIs; no widespread paid city-level APIs were identified for Karachi. Always verify current availability and licensing on the sites, as portals 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