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
2026-06-26 12:00 UTC · run 2026-06-26T12
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 recent developments (last ~60 days, i.e., late April–June 26, 2026) were identified that provide Delhi NCR-specific youth (15-24/18-35) unemployment or labor market data, or that indicate significant shifts in instability indicators from the national baseline (youth unemployment 15.5% for males 15-24 in 2025; national instability fuse score 21.9/100).**[[1]](https://www.youtube.com/watch?v=Jt4HSwpaCiA)[[2]](https://www.facebook.com/azimpremjiuniversity/posts/the-state-of-working-india-2026-report-is-now-outthis-edition-focuses-on-youth-i/1253267790320228/) Searches for localized Delhi NCR metro/provincial stats (city-level or NCR-specific like NCT Delhi, Faridabad, Gurgaon/Noida) on unemployment, labor force participation, or employment reports in 2026 returned primarily national-level sources. No granular metro-area figures were located.[[3]](https://www.instagram.com/p/DYtzZ0fvwvc/)[[4]](https://m.thewire.in/article/economy/nearly-40-of-indian-graduates-under-the-age-of-25-are-unemployed-azim-premji-report) ### Key Relevant Items Identified - **Internet/mobile infrastructure (minor/relevant to potential unrest monitoring)**: - Internet shutdown imposed in Faridabad (Haryana, part of Delhi NCR) on or around May 30, 2026, amid a demolition drive. Faridabad is in the NCR metro area.[[5]](https://internetshutdowns.in/)[[5]](https://internetshutdowns.in/) - Technical/service outage impacting Delhi-NCR connectivity starting Thursday afternoon June 4, 2026, spilling into Friday morning (details sparse; appears non-government-directed).[[6]](https://x.com/PaidFreeDroid/status/2062784656022593811)[[6]](https://x.com/PaidFreeDroid/status/2062784656022593811) - NCT of Delhi has recorded a total of 4 internet shutdowns (historical tracker data, not all recent). No widespread or prolonged shutdowns or new rollouts/outages flagged beyond the above in the period.[[5]](https://internetshutdowns.in/) - **State of Working India 2026 report (Azim Premji University)**: Released ~March 17, 2026 (events in Delhi and Bangalore), with a focus on national youth labor market transitions (“Pathways from Learning to Earning”). It highlights persistent high graduate unemployment (35–40% for ages 15-25 nationally; ~20% for 25-29), education-employment mismatches, and challenges for young workers. No Delhi NCR-specific statistics or breakdowns are referenced in available summaries or the report landing page. This falls outside the strict last-60-day window and is national in scope.[[1]](https://www.youtube.com/watch?v=Jt4HSwpaCiA)[[2]](https://www.facebook.com/azimpremjiuniversity/posts/the-state-of-working-india-2026-report-is-now-outthis-edition-focuses-on-youth-i/1253267790320228/)[[4]](https://m.thewire.in/article/economy/nearly-40-of-indian-graduates-under-the-age-of-25-are-unemployed-azim-premji-report)[[7]](https://azimpremjiuniversity.edu.in/publications/2026/report/swi-2026) - **Political/security/economic events affecting young men (18-35)**: No reports of protests, demonstrations, strikes, militia activity, mass layoffs in city industries, or related crackdowns specifically in Delhi NCR tied to youth in the recent period. Broader national youth employment discussions (e.g., graduate joblessness) exist but lack local Delhi NCR linkage or recency.[[4]](https://m.thewire.in/article/economy/nearly-40-of-indian-graduates-under-the-age-of-25-are-unemployed-azim-premji-report) - **NGO/think-tank reports on Delhi NCR youth (2025–2026)**: None identified that are localized to the metro area or published/released in the relevant timeframe. National reports dominate available results. **Assessment**: Nothing located would materially alter the baseline instability picture for Delhi NCR. The limited infrastructure incidents (one security-related shutdown in Faridabad; one technical outage) are localized and do not indicate broader youth-driven unrest or economic shocks. Persistent national youth employment challenges are documented but not tied to fresh Delhi NCR data or events. Continued monitoring of local PLFS releases or NCR-specific labor surveys is recommended, as metro-level granularity remains scarce in public sources. Sources primarily include trackers like SFLC.in and academic report pages; URLs cited above.
Source discovery
**Here are relevant Delhi NCR-specific (city/provincial or sub-national) non-inference data sources, based on current web-available information (as of mid-2026).** These focus on public statistics, labor, news, and conflict data suitable for youth instability tracking. Details on API, frequency, auth, and granularity are noted where verifiable; many Indian govt sources emphasize downloads over full APIs.[[1]](https://www.data.gov.in/)[[2]](https://rss.feedspot.com/indian_news_rss_feeds/) - **data.gov.in (India Open Government Data Platform)**: https://www.data.gov.in/ — Aggregates datasets from central/state/UT bodies, including Delhi NCR stats on demographics, economy, urban indicators. API: yes (many datasets offer web services/APIs; 800+ listed). Update frequency: varies by dataset (often annual or as released). Auth: none or free registration. Geographic granularity: national to state/UT/city/district level (Delhi-specific filters available).[[1]](https://www.data.gov.in/) - **MoSPI / NSO Periodic Labour Force Survey (PLFS) and related releases**: https://www.mospi.gov.in/ (reports/microdata at microdata.gov.in) — Primary source for labor/unemployment indicators; state/UT-level (Delhi as NCT) with rural/urban splits; proposals and pilots for city-level reports on 47 million-plus cities (including Delhi NCR). API: no (primarily PDF reports, Excel downloads, and microdata access). Update frequency: monthly bulletins (urban CWS indicators), quarterly/annual. Auth: none for reports; registration for microdata. Geographic granularity: national/state/UT; emerging city-level for million-plus urban areas.[[3]](https://www.mospi.gov.in/national-sample-survey-office)[[4]](https://www.mospi.gov.in/uploads/announcements/announcements_1777024830001_327ffffc-25ef-47b9-a22d-a4e5dda2a14e_Consultation_paper_on_City-Level_Statistical_Reports_for_Million-Plus_Cities_(2).pdf) - **Census of India tables (Delhi-specific)**: https://censusindia.gov.in/ — Population, housing, and socio-economic tables disaggregated for NCT of Delhi. API: partial (some access via Census Digital Library API noted). Update frequency: decennial (with occasional projections or sample surveys). Auth: none. Geographic granularity: state/UT (Delhi), district, and sub-district levels.[[5]](https://censusindia.gov.in/census.website/data/census-tables) - **Times of India Delhi RSS feed (and similar English/Hindi outlets)**: http://timesofindia.indiatimes.com/rssfeeds/-2128839596.cms (Delhi city feed); broader Indian news RSS lists include Zee News, India TV, etc. API: no (RSS feeds are machine-readable syndication). Update frequency: near real-time (as published). Auth: none. Geographic granularity: city-specific (Delhi) or national with local sections.[[6]](https://timesofindia.indiatimes.com/rss.cms) - **ACLED (Armed Conflict Location & Event Data Project) India data**: https://acleddata.com/ — Global conflict/protest events; filterable to Delhi NCR via admin1/admin2 fields (e.g., admin1 = Delhi or specific NCR districts like Gurugram, Noida). API: yes (available post free registration; also bulk CSV/Excel exports). Update frequency: weekly. Auth: free registration required (non-commercial use). Geographic granularity: sub-national admin levels (admin1/state-equivalent to admin3).[[7]](https://acleddata.com/methodology/acled-codebook)[[8]](https://atlas.co/data-sources/acled-armed-conflict-location-event-data/) - **OpenCity.in (Government of Delhi datasets)**: https://data.opencity.in/dataset/?organization=government-of-delhi — Curated Delhi govt data (budgets, births, education, maps). API: yes (CKAN-based API). Update frequency: varies. Auth: none. Geographic granularity: Delhi municipal/district/village level.[[9]](https://data.opencity.in/dataset/?organization=government-of-delhi) **Notes**: No dedicated public API-heavy municipal statistics bureau for Delhi NCR was identified beyond the above portals (MCD/NDMC sites focus more on services than bulk stats). Specific think tank/NGO youth or urban poverty trackers for Delhi NCR yielded limited public machine-readable sources in searches. PLFS city-level expansions are in planning/pilot stages. Always verify current access/terms directly, as govt 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 | 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