South Asia · IND-LKO · Metro of India
Lucknow (Uttar Pradesh)Metro
Location
Structural indicators below are national values for India. World Bank / ILO don't publish city-level series. The metro pin exists so signals-agent runs can scope live web search to Lucknow (Uttar Pradesh) specifically. City-radius event filtering (ACLED) is on the roadmap.Why this metro: Anchor for UP/Bihar youth-bulge belt — ~400M people with rates above India avg
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
2026-06-26 09:07 UTC · run 2026-06-26T09
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 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.
Source discovery
**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.
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