Civic intelligence · Prism engine
Six-nation developed-median report card (USA · UK · FR · DE · AU · CA) computed from the same data, like-for-like. ▼ worse than the norm, ▲ better.
Six-nation developed median (USA · UK · France · Germany · Australia · Canada) — ▼ worse than the norm, ▲ better
Fatality-linked News ▲ Corruption Load ▼ Communal Politics ▼ Cases Concluded ▼ Enforcement Action ▼ Road-accident Accountability ▼
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four chapters, plus the politics and money layers
Civic record
elections politics is taking the fastest-growing slice of the city's news (up 2.8 points), with governance policy next (up 1.4). Crime still leads in volume, but its share is shrinking.
Each problem's slice of city news — change in points, 2024–26 vs 2021–23
Elections Politics Elections PoliticsElections Politics: +2.8 points of coverage share +2.8 Governance Policy Governance PolicyGovernance Policy: +1.4 points of coverage share +1.4 Infrastructure Utilities Infrastructure UtilitiesInfrastructure Utilities: +1.4 points of coverage share +1.4 Corruption Fraud Corruption FraudCorruption Fraud: +1.3 points of coverage share +1.3 Accidents Road Safety Accidents Road SafetyAccidents Road Safety: +0.7 points of coverage share +0.7 Labor Employment Labor EmploymentLabor Employment: -0.2 points of coverage share -0.2 Protest Civil Unrest Protest Civil UnrestProtest Civil Unrest: -2.2 points of coverage share -2.2 Crime Violence Crime ViolenceCrime Violence: -3.4 points of coverage share -3.4 Public Health Public HealthPublic Health: -3.5 points of coverage share -3.5 Fastest-rising specific problems
homicide +2.3 pts money laundering +1.7 pts traffic accident +1.1 pts homicide attempted +0.7 pts road construction +0.5 pts assembly election +0.5 pts cyber fraud +0.5 pts municipal election +0.4 pts
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44,342 pieces of news reported
Health
No disease signal is rising in 2024–26 — outbreak coverage is receding. disease outbreak is the most-covered signal.
Signal News Reported 2024–26 Trend Disease Outbreak 260 ▼ receding Coronavirus Outbreak 46 ▼ receding Pandemic Outbreak 41 ▼ receding Covid Outbreak 31 ▼ receding Viral Outbreak 26 ▼ receding Infection Outbreak 23 ▼ receding Dengue Outbreak 17 ▼ receding
Public-health coverage by year
2026: 60 2017 2026 60 Open the full data →
disease signals drawn from local news coverage
Jobs
Accenture leads 19,459 tracked postings; top advertised role: Custom Software Engineer .
Top hiring companies · May–Jul 2026
95 Sharda Consultancy Services Hiring volume by month · May–Jul 2026
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19459 job postings tagged to the city in May–Jul 2026 (a floor, not a census)
Jobs
Most-demanded skills: python, sql, communication skills .
Most-demanded skills
Communication Skills
1,538
921 Stakeholder Management Open the full data →
demand-side signal (what employers ask for), not a resident skill census
Economy
Registered economy: information technology and services, internet, computer software lead 12,309 tracked companies · biggest tracked employer: FreeCharge .
Registered companies by industry
Information Technology and Services
730 Health, Wellness and Fitness
415 Street economy — mapped places
178 Business management consultant Open the full data →
company registry (startup-skewed) + mapped business places
Economy
Strong Base (3/4 signals) — each signal below is a live threshold that can fail.
793 of 12309 registered startups/companies (6%) are manufacturing-adjacent 1015 street-level manufacturer/industrial places on Google Maps 139 manufacturing-category job postings tracked infrastructure news share rising (up 1.4 points) Open the full data →
computed verdict — each signal is a live threshold that can fail
Startups
2,093 of 12,309 tracked companies have raised outside money — #1 among its peer set.
Funded startups — peer cities
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round amounts sparse for tier-3 cities — counts shown, dollar totals withheld
Startups
Formation is real — 5683 companies founded since 2018 — but capital progression is weak: deadpool 19.5%, and stages are dominated by Unfunded.
Companies founded by year
2026: 15 2008 2026 15 Stage distribution
Unfunded · 7589 Deadpooled · 2404 Seed · 856 Funding Raised · 383 Acquired · 270 Series A · 196
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gate: ≥150 companies & ≥20 recent founds — passed (12309/5683)
Research · Prism stance layer
Shree Guru Gobind Singh Tricentenary University leads ≈7,546 estimated works. 48% of oriented output reads promising/breakthrough — clusters in artificial intelligence, sustainability, machine learning .
Institutions (papers in sample)
Shree Guru Gobind Singh Tricentenary University
622
207 The NorthCap University
169 Management Development Institute
83 National Brain Research Centre Opportunities (promising + breakthrough)
Artificial Intelligence · 17 Sustainability · 11 Machine Learning · 10 COVID-19 · 9 Energy Efficiency · 7 Children's Health · 7 Mental Health · 6
Cautions (cautionary + critical)
Construction · 2 COVID-19 · 2 Feminism · 2 Retail · 2 Spatial Infinitude · 1 Invasive reactions · 1 Brain Flexibility · 1
Problems flagged
COVID-19 · 13 Healthcare · 10 Artificial Intelligence · 8 Women's Health · 7 Public Health · 6 Internet of Things · 5 Sustainability · 5
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figures marked ≈ are scaled estimates from a partial sample · Prism stance layer over 2017+ papers
Research · Prism stance layer
Narrower but distinct: 72 title-matched works study Gurugram itself — led by diverse scientific research studies, municipal solid waste management, air quality and health impacts .
Top topics in city-focused research
Diverse Scientific Research Studies
5 Municipal Solid Waste Management
3 Air Quality and Health Impacts
3
2 Healthcare and Environmental Waste Management
2 Heavy metals in environment
2 Agricultural Economics and Practices
2 COVID-19 Pandemic Impacts
2 COVID-19 and Mental Health Works about the city by year
2026: 3 2017 2026 3 Open the full data →
papers whose title or entities mention Gurugram (any author location) · partial sample · distinct from research done at the city's institutions
