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
2026-09-08 09:07 UTC · run 2026-09-08T09
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 negative developments in Lucknow (Uttar Pradesh) metro area in the last ~60 days (roughly July–early September 2026) that would significantly shift the youth instability picture from the provided national baseline (youth unemployment 15-24 male ~15.5% in 2025; national instability fuse score 21.9/100).** Available data instead highlight positive skilling/employability trends at the state and city level, with limited localized unrest or infrastructure disruptions directly tied to young men (18-35).[[1]](https://www.lucknowwants.com/amp/story/new-on-lucknowwants/lucknow-ranked-no-1-in-employment-in-india-skills-report-2026)[[2]](https://www.indiatoday.in/information/story/most-employable-states-in-india-up-leads-maharashtra-karnataka-follow-2973784-2026-08-18) ### 1. Local Labor Market/Unemployment Data (Lucknow/UP Metro-Specific) No granular, real-time city-level unemployment rate for Lucknow metro (or even UP-specific youth 15-24/18-35 male) was identified in recent sources; national/quarterly PLFS data predominate, and city-specific figures are typically annual or lagged.[[3]](https://www.mospi.gov.in/uploads/publications_reports/publications_reports1786356638461_03375143-dcda-4a2e-89bf-036a8c7a87fc_PLFS_QB_April_June_2026.pdf)[[4]](https://www.mospi.gov.in/uploads/latestReleases/latest_release_1782725204673_8c25a276-1b11-4737-b5b9-82061dad2ff8_Million_+cities-combined_Press_note.pdf) - **Positive signals from India Skills Report 2026** (released ~2025/2026, based on assessments of 7+ lakh youth): Lucknow ranked India’s #1 city for employability at 79.45% (highest among surveyed cities). Uttar Pradesh ranked #1 state at 78.64%. The report notes Tier-2/3 cities like Lucknow emerging as employability hubs, with strong performance in computer skills/AI demand and overall job readiness. National employability rose to 56.35% (from 54.81% in 2025).[[1]](https://www.lucknowwants.com/amp/story/new-on-lucknowwants/lucknow-ranked-no-1-in-employment-in-india-skills-report-2026)[[2]](https://www.indiatoday.in/information/story/most-employable-states-in-india-up-leads-maharashtra-karnataka-follow-2973784-2026-08-18)[[5]](https://blog.lukmaanias.com/2026/05/12/the-india-skills-report-isr-2026/) - Lucknow hosted a major Skill Festival (reported in 2026 coverage of 2025 event): ~30,000 registrations, ~14,400 interviews, and 8,124 job offers secured. Part of broader UP skilling efforts (e.g., >25.8 lakh youth trained statewide via ITIs/Skill Development Mission; Chief Minister Apprenticeship scheme placements).[[6]](https://www.bwpeople.in/article/over-8000-youth-land-jobs-at-lucknow-skill-festival-572075) - Broader UP claims: State unemployment reportedly fell sharply (from ~18% in 2016 to just over 2% in recent estimates), with ~9.5 lakh government jobs created over ~9.5 years and MSME sector supporting millions (many youth). National PLFS April–June 2026 showed youth (15-29) UR at 15.9% (up slightly QoQ; urban ~18.2%); UP state-level figures in PLFS tables appear relatively favorable vs. national averages in some metrics (e.g., lower UR in select age/gender groups).[[7]](https://www.bwpeople.in/article/nine-years-on-uttar-pradesh-bets-big-on-skills-to-power-jobs-growth-598913)[[8]](https://www.jagran.com/uttar-pradesh/lucknow-city-yogi-govt-9-lakh-5-thousand-jobs-and-odop-empower-up-youth-40362758.html)[[3]](https://www.mospi.gov.in/uploads/publications_reports/publications_reports1786356638461_03375143-dcda-4a2e-89bf-036a8c7a87fc_PLFS_QB_April_June_2026.pdf) - MOSPI “Labour Market Dynamics in Million-plus Cities” report (2025 data, released ~June 2026; includes Lucknow Municipal Corporation among 46 cities): Million-plus cities overall showed UR of 4.9% (usual status, 15+), down from 7.9% in 2017-18; LFPR/WPR improvements; higher share of regular salaried jobs and earnings vs. other urban areas. No Lucknow-specific breakdown extracted, but the report covers it.[[4]](https://www.mospi.gov.in/uploads/latestReleases/latest_release_1782725204673_8c25a276-1b11-4737-b5b9-82061dad2ff8_Million_+cities-combined_Press_note.pdf)[[9]](https://vajiramandravi.com/current-affairs/plfs-and-asuse-2025-reports/) These point to relative strength or improvement in Lucknow/UP youth employability vs. national youth baselines, though job quality, formality, and absorption challenges persist nationally. ### 2. Political/Security/Economic Events Affecting Young Men (18-35) Limited activity directly relevant to Lucknow metro youth males in the period: - **Aug 11, 2026**: Farmers/workers (including some scheme workers) protested in Lucknow (Parivartan Chowk area) over labor codes, minimum wages (~₹42,000 demand), 8-hour workday, and related issues; marched and submitted memorandum. Not framed as youth-specific.[[10]](https://www.hindustantimes.com/cities/lucknow-news/lucknow-farmers-workers-take-to-streets-over-demands-101786386269938.html) - **Aug 17, 2026**: School students (Gen Alpha, including at a government residential school) protested teacher shortages in Lucknow—disruptions to classes; not 18-35 demographic.[[11]](https://www.hindustantimes.com/cities/lucknow-news/gen-alpha-students-protest-for-second-time-in-four-days-over-teacher-shortage-in-lucknow-101786958952094.html) - Earlier Noida/Greater Noida (UP) labor protests (April 2026, pre-period) involved industrial workers seeking wage hikes amid cost pressures; led to some violence/arrests and subsequent UP minimum wage adjustments. Not Lucknow-specific or recent.[[12]](https://sabrangindia.in/noida-protest-2026-a-labour-uprising-the-state-refused-to-understand/)[[13]](https://indianexpress.com/article/cities/delhi/noida-labour-protest-news-today-live-updates-sector-62-phase-2-traffic-jam-advisory-latest-news-10633687/) No reports of militia activity, major crackdowns, or mass layoffs in Lucknow industries tied to young men. Positive framing around skilling/job fairs dominates coverage. ### 3. NGO/Think-Tank Reports on Lucknow Youth (Published 2025+) - SAHAYOG (Lucknow-based NGO) mixed-methods study (data April–May 2025) on youth mental health awareness across UP districts including Lucknow (and others); targeted ages 10–30+ with stakeholder input.[[14]](https://sahayogindia.org/wp-content/uploads/2025/07/mind-the-gap.pdf) - IIM Lucknow/Educate Girls study (reported Oct 2025): ~60% of women aged 18–29 in UP not in education/employment/training (NEET; vs. ~16% for men); highlighted barriers and open schooling potential.[[15]](https://www.hindustantimes.com/cities/lucknow-news/nearly-60-of-women-aged-18-29-in-uttar-pradesh-out-of-education-employment-training-study-101761414547258.html) - National VIBE Report (Centre for Public Insights/Youth Ki Awaaz et al., data ~2024, released ~March 2025): Youth civic engagement, low trust in traditional politics, preference for digital/issue-based action.[[16]](https://www.medicircle.in/national-survey-finds-over-75-of-youth-support-democratic-values-but-exhibit-low-trust-in-traditional-political-institutions) - India Skills Report 2026 (as above) provides the most recent positive Lucknow/UP-specific lens.[[1]](https://www.lucknowwants.com/amp/story/new-on-lucknowwants/lucknow-ranked-no-1-in-employment-in-india-skills-report-2026) No reports explicitly flagging heightened instability or crisis in Lucknow youth males. ### 4. Internet/Mobile Infrastructure Changes - No government-imposed internet or mobile shutdowns reported in Lucknow. - Minor/localized Reliance Jio service issues/outages reported in Lucknow district (e.g., recent days/weeks involving internet/Wi-Fi/phone complaints); not widespread or systemic.[[17]](https://istheservicedown.in/problems/reliance-jio-india/1264734-lucknow-district-lucknow-district-uttar-pradesh-india) - Power outages noted in parts of Lucknow (e.g., June–Aug 2026 incidents affecting areas like markets), which can indirectly impact connectivity/services, but not targeted infrastructure changes.[[18]](https://www.bhaskar.com/g/local/uttar-pradesh/lucknow/news/lucknow-power-crisis-je-chased-48hr-outage-mandi-138315476.html) - UP-wide smart meter network issues (~1.73 lakh offline as of late July 2026) affecting online billing, but not youth-specific mobile/internet access.[[19]](https://www.livehindustan.com/uttar-pradesh/173-lakh-smart-meters-in-up-offline-various-services-like-online-bill-generation-suspended-201785506387053.html) **Overall assessment**: Developments are neutral-to-positive for Lucknow youth employment prospects (strong employability rankings and skilling events), with only routine/low-level protests and minor connectivity hiccups. No evidence of significant escalation in instability indicators relative to the national baseline. Continued monitoring of PLFS releases and local job placement outcomes recommended. Sources primarily from government statistical releases, reputable news, and reports (e.g., MOSPI, BW People, Hindustan Times).
Source discovery
**Uttar Pradesh Directorate of Economics & Statistics (DES-UP / updes.up.nic.in)**: Publishes Statistical Diary of Uttar Pradesh (annual compendium with economic, demographic, and sectoral data) and District Domestic Product estimates. URL: https://updes.up.nic.in/ (PDF downloads available; some district-level reports). API: no. Update frequency: annual. Auth: none. Geographic granularity: state and district (Lucknow district included).[[1]](https://updes.up.nic.in/updes/data/sdiaryenglish/files/diary%20eng%202024.pdf)[[2]](https://updes.up.nic.in/updes/dist_domestic_product_hindi.html) **MoSPI / NSO Periodic Labour Force Survey (PLFS) – Million-plus Cities Report**: City-specific labour market indicators (LFPR, WPR, UR, employment by industry/status) for 46 million-plus cities, explicitly including Lucknow Municipal Corporation. URL: mospi.gov.in (reports and some microdata via microdata.gov.in). API: no (PDF reports + unit-level microdata downloads). Update frequency: annual (with quarterly urban bulletins). Auth: none (public downloads; microdata registration may apply). Geographic granularity: city/municipal corporation level (Lucknow MC).[[3]](https://www.mospi.gov.in/uploads/publications_reports/publications_reports1782803524108_424fcfc9-f57d-4057-b4bd-abd52aae828d_Million_plus_city_F.pdf)[[4]](https://www.mospi.gov.in/uploads/latestReleases/latest_release_1782725204673_8c25a276-1b11-4737-b5b9-82061dad2ff8_Million_+cities-combined_Press_note.pdf) **Amar Ujala RSS feeds**: Hindi local news coverage with dedicated Lucknow and Uttar Pradesh feeds. URL: https://www.amarujala.com/rss/lucknow.xml (city) and https://www.amarujala.com/rss/uttar-pradesh.xml (state). API: no (standard RSS). Update frequency: multiple times daily. Auth: none. Geographic granularity: city and state.[[5]](https://www.amarujala.com/rss) **Lucknow Municipal Corporation (LMC / Nagar Nigam) reports and portals**: Revenue collection, property tax, urban infrastructure, and civic data (often via state urban development or CityFinance portals). Official references point to LMC publications and related dashboards. URL: Related via lmc or up urban portals (e.g., cityfinance.mohua.gov.in or state sites). API: no/partial (some national urban dashboards like NUDM/UPYOG may ingest via APIs). Update frequency: irregular/annual or project-based. Auth: none (public reports). Geographic granularity: city and ward level (some GIS/property mapping).[[6]](https://timesofindia.indiatimes.com/city/lucknow/at-3102-crore-revenue-mop-up-of-ups-municipal-bodies-soars-by-33/articleshow/108993044.cms)[[7]](https://www.indiaratings.co.in/pressrelease/79975) **DataMeet Municipal Spatial Data (GitHub)**: Spatial datasets (KML/GeoJSON) for municipal wards, including Lucknow. URL: https://github.com/datameet/Municipal_Spatial_Data. API: no. Update frequency: as contributed. Auth: none. Geographic granularity: municipal ward level.[[8]](https://github.com/datameet/Municipal_Spatial_Data) **ACLED (Armed Conflict Location & Event Data Project)**: Event data with sub-national admin fields. Filter using admin1 = Uttar Pradesh and admin2 = Lucknow district (or location name). URL: acleddata.com. API: yes (access levels vary). Update frequency: ongoing/real-time. Auth: free registration for basic; paid for advanced/export. Geographic granularity: event-level with admin1/admin2/admin3 and location precision.[[9]](https://acleddata.com/acleddatanew/wp-content/uploads/dlm_uploads/2023/06/ACLED_Codebook_2023.pdf) **Census of India / related portals (e.g., dataful.in or censusindia.gov.in)**: Primary Census Abstract and other data at district, town, and ward levels for Lucknow/Uttar Pradesh. URL: censusindia.gov.in or derived portals. API: no (downloads). Update frequency: decennial (with projections). Auth: none. Geographic granularity: district, sub-district, town, and ward.[[10]](https://dataful.in/datasets/284/) **GeoBoundaries / HDX India admin boundaries**: Shapefiles/GeoJSON for Indian administrative units (ADM1 = states; ADM2 = districts including Lucknow). URL: data.humdata.org (India subnational boundaries). API: no. Update frequency: periodic. Auth: none. Geographic granularity: ADM1/ADM2 (district level for filtering).[[11]](https://data.humdata.org/dataset/geoboundaries-admin-boundaries-for-india) **Additional academic/NGO/project sources** (examples; check individual reports for raw data): - India Foundation employment/youth study (UP-focused surveys and mapping).[[12]](https://indiafoundation.in/wp-content/uploads/2025/12/Employment-web.pdf) - Azim Premji University State of Working India / UDAYA dataset (youth aspirations/employment in UP/Bihar).[[13]](https://epaper.thehindu.com/ccidist-ws/th/th_lucknow/issues/184578/OPS/G0PFVG8PH.1+G4RFVHJ8T.1.html) - Lucknow-specific slum/women socio-economic datasets or street children surveys (e.g., academic papers or Save the Children reports).[[14]](https://journals.sagepub.com/doi/10.1177/24518492241309988) These are primarily non-inference, publicly accessible sources with machine-readable or structured elements suitable for integration. Many rely on PDF/Excel downloads rather than live APIs. Verify current availability and any registration requirements directly on the sites, as data portals evolve. National sources like eSankhyiki (MoSPI) may offer additional disaggregated downloads.
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