South Asia · IND-DEL · Metro of India
Delhi NCRMetro
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 Delhi NCR specifically. City-radius event filtering (ACLED) is on the roadmap.Why this metro: Migrant labor magnet; informal youth-employment 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
2026-07-08 09:07 UTC · run 2026-07-08T09
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 Delhi NCR-specific youth unemployment or labor market data identified for 2025–2026 (last 60 days from ~May 9, 2026).** National figures remain the closest proxy: youth (15–29) unemployment reached 15.2% by March 2026 (up from 14.4% in December 2025), with young men at ~14.3% (female youth notably higher at ~17.7%). Earlier national youth (15–24) rates were around 15.5–16% in 2024–2025 data. No provincial/city-level breakdowns for Delhi NCR (or nearby Haryana/UP districts) appeared in recent PLFS or other releases.[[1]](https://www.instagram.com/p/DYoDtLGEQYJ/?hl=en)[[2]](https://indiamacroindicators.co.in/resources/blogs/india-unemployment-rate-in-2026) **Key development: Youth-led “Cockroach Janta Party” (CJP) protests in New Delhi.** This Gen Z movement, sparked by exam paper leaks/scandals (including NEET-UG issues) and broader frustrations over education fairness and job prospects, began street actions in Delhi around June 6, 2026. Protesters (including students and recent graduates) camped at Jantar Mantar, demanding the federal education minister’s resignation; actions continued into late June with overnight sit-ins, heavy police presence, and reports of pressure tactics (e.g., restricted access to water/food). The movement has millions of online followers and explicitly ties into youth unemployment and career derailment concerns. It represents a notable localized expression of youth discontent in the capital, potentially elevating instability indicators in Delhi NCR beyond the national baseline (21.9/100 fuse score). Related NEET-related student protests and exam retakes occurred around mid-May to June 2026.[[3]](https://www.aljazeera.com/news/2026/6/21/indias-cockroach-movement-camps-out-until-education-minister-resigns)[[4]](https://www.cnn.com/2026/06/26/india/india-cockroach-janta-party-delhi-protest-intl-hnk)[[5]](https://www.reuters.com/world/india/indias-cockroach-youth-movement-founder-arrives-new-delhi-protest-modi-2026-06-06/) **Other events:** Limited additional activity directly tied to young men (18–35) in Delhi NCR. Indian Youth Congress (IYC/NSUI) activities included a job fair in New Delhi and a “Delhi Chalo” campaign (June 25–August 9, 2026). Earlier or tangential protests (e.g., against trade deals) occurred but lack strong youth-unemployment linkage. No reports of militia activity, mass layoffs in key Delhi NCR industries, or major economic shocks specific to the metro area in the period.[[6]](https://www.facebook.com/INCDelhi/posts/the-iyc-and-nsui-will-be-conducting-a-campaign-from-25th-june-to-9th-august-2026/1563802575105839/) **Internet/mobile infrastructure:** - May 30, 2026: Internet suspension imposed in Faridabad (Haryana, part of Delhi NCR) amid a demolition drive.[[7]](https://internetshutdowns.in/) - June 4, 2026: Widespread mobile network issues (calls, internet, signal) reported across Delhi-NCR following a dust storm, affecting major providers.[[8]](https://www.indiatvnews.com/technology/news/airtel-down-users-report-calling-and-internet-issues-across-delhi-ncr-after-dust-storm-2026-06-04-1043659) These localized disruptions could temporarily hinder youth coordination, job-seeking, or protest organization but were short-term/outage-related rather than deliberate broad shutdowns. **NGO/think-tank reports:** No 2025 publications specifically on Delhi NCR youth employment, instability, or related issues were identified in searches. Broader national or India-wide youth employment analyses exist but fall outside the strict local scope.[[9]](https://www.ihdindia.org/) **Assessment vs. baseline:** The CJP protests in Delhi constitute the most significant recent development, channeling youth grievances (education + unemployment) into visible street action in the metro core. This could locally shift the instability picture upward from the national baseline, warranting closer monitoring of escalation, participation numbers, or government response. No countervailing positive local labor data or infrastructure improvements were found. All information is based on available public web sources as of July 8, 2026.
Source discovery
**Bullet list of Delhi NCR-specific (city/provincial) sources:** - **Directorate of Economics & Statistics (DES), Government of Delhi / opencity.in Government of Delhi datasets** (e.g., Delhi Statistical Handbooks, annual births/deaths, vehicle registrations, road crashes, UDISE+ education data): https://des.delhi.gov.in/ and https://data.opencity.in/dataset/?organization=government-of-delhi. Downloads (CSV/PDF/KML; some via CKAN). No dedicated public API for DES itself, but CKAN API on opencity.in (partial/yes for registry). Update frequency: annual or periodic (e.g., handbooks yearly, some data updated to 2023–2024). Auth: none (public). Geographic granularity: Delhi NCT / districts / RTO-level / municipal corporations.[[1]](https://data.opencity.in/dataset/?organization=government-of-delhi) - **Open Government Data (OGD) Platform India (data.gov.in)**: National portal with searchable Delhi/NCR-specific datasets (economy, education, health, etc., from central/state sources). https://www.data.gov.in/. Web services/APIs available (236k+ APIs listed; registration often required for key). Update frequency: varies by dataset (frequent for many). Auth: free registration for API access. Geographic granularity: national/state/district/city where published (Delhi subsets available).[[2]](https://www.data.gov.in/) - **National Data and Analytics Platform (NDAP), NITI Aayog**: Aggregates government datasets with filters for states/districts/urban areas (includes Delhi NCR data). https://ndap.niti.gov.in/. Search/query/download tools (no full public API noted). Update frequency: ongoing as source data updates. Auth: none (public access). Geographic granularity: state/district/block/urban.[[3]](https://ndap.niti.gov.in/) - **MoSPI / NSO Periodic Labour Force Survey (PLFS) and related (including “Labour Market Dynamics in Million-plus Cities” report)**: State/UT-level labor/unemployment data; new city-level insights for million-plus cities (explicitly includes Delhi). https://www.mospi.gov.in/ and microdata.gov.in or e-Sankhyiki portal. Downloads (reports, unit-level microdata in CSV). No public API. Update frequency: quarterly bulletins (urban), annual reports, calendar-year releases; million-plus cities report periodic (latest 2025–26 data). Auth: none (public/microdata access). Geographic granularity: national/state/UT; select city-level (Delhi) in specialized reports.[[4]](https://www.mospi.gov.in/) - **Times of India Delhi RSS feed**: Local news covering Delhi NCR (English). http://timesofindia.indiatimes.com/rssfeeds/-2128839596.cms. RSS (no API). Update frequency: real-time/as published. Auth: none. Geographic granularity: Delhi city/NCR-focused.[[5]](https://timesofindia.indiatimes.com/rss.cms) - **Indian Express Delhi RSS feed**: Local news (English; Delhi section). https://indianexpress.com/section/cities/delhi/feed/. RSS (no API). Update frequency: real-time/as published. Auth: none. Geographic granularity: Delhi NCR.[[6]](https://indianexpress.com/rss/) - **ACLED India data with subnational admin divisions**: Events data filterable by Admin1/2/3 (Delhi NCT as UT/state-level or districts). https://acleddata.com/country/india (explorer) and admin divisions reference lists. Platform access (registered users for full/aggregated data). Update frequency: ongoing (near real-time events). Auth: free registration (some aggregated free). Geographic granularity: Admin1 (states/UTs like Delhi), Admin2/3 (districts/municipalities).[[7]](https://acleddata.com/data-use-guide/acled-administrative-divisions) - **geoBoundaries / HDX India subnational administrative boundaries**: Shapefiles/GeoJSON for filtering events or overlay (ADM1–5, including Delhi). https://data.humdata.org/dataset/geoboundaries-admin-boundaries-for-india. Downloads (GeoJSON/TopoJSON). No API. Update frequency: maintained since 2017 (periodic updates). Auth: none. Geographic granularity: national to ADM5 (Delhi districts/wards).[[8]](https://data.humdata.org/dataset/geoboundaries-admin-boundaries-for-india) - **Centre for Policy Research (CPR) India and similar Delhi-based think tanks (e.g., CSEP)**: Reports on urban policy, poverty, governance, youth (Delhi NCR focus). https://cprindia.org/ and https://csep.org/. Reports/PDF downloads (no APIs). Update frequency: project-specific (irregular). Auth: none. Geographic granularity: Delhi NCR / urban India.[[9]](https://cprindia.org/) These focus on direct, machine-readable or accessible public sources (downloads/RSS dominate over full APIs). Many integrate with national platforms like data.gov.in or microdata portals. Verify current access/details directly, as APIs/availability 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 | 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