Prism Geo · city intelligence · pilot
Gurgaon · image via Wikimedia Commons
Prism Geo · India · Haryana · Gurugram

Gurugram

Haryana, India · 28.46°N 77.03°E · updated 2026-08-05

Gurugram runs on corporate services, technology and a real industrial underlayer, but its civic life is rougher than its business image. Company formation, digital hiring and infrastructure spending keep it moving; road danger, fraud, waste and uneven basics pull the other way. Local research adds substance, while a 19.5% shutdown share and 49% negative news tone make this a city of momentum without easy stability.

Gurgaon · image via Wikimedia Commons
news reported (civic)
44,342
companies + mapped places
12,309 + 19,949
research works (est.)
≈7,546
govt money announcements
358
The city at a glance
economic fabric

What is Gurugram made of?

💻 Technology
10/10
🛍 Retail
10/10
🏭 Manufacturing
9/10
🏥 Healthcare
9/10
🎓 Education
9/10
🚛 Logistics
8/10
🛕 Religion & tourism
8/10
🌱 Sustainability
8/10
🏟 Sports
7/10
🌾 Agriculture
6/10

news coverage + 3×registered companies + 2×mapped places, log-scaled vs strongest sector

momentum

What the city turned toward · Jan–Apr 2026

Each topic's share of news attention, January–April 2026 against September–December 2025 — news ingestion paused in May, so this is the latest complete window.

Disasters Emergencies

24 → 3 news reports
▼88%

Protest

13 → 25 news reports
▲86%

Environment

92 → 36 news reports
▼62%

Elections Politics

8 → 13 news reports
▲58%

Public Safety

35 → 55 news reports
▲52%

Infrastructure & housing

74 → 101 news reports
▲32%

Policing Law Enforcement

112 → 85 news reports
▼26%

Legal Judicial

27 → 31 news reports
▲11%

Accidents

237 → 219 news reports
▼10%

Healthcare

34 → 32 news reports
▼9%

a rising share means the city's attention is turning toward it — not necessarily more incidents

top city themes

What Gurugram's news is about

Themes across the city's entire news coverage — ≈46.6K located reports — with each theme's momentum, its most specific keywords, and how the coverage feels. A CRITICAL badge means most of that theme's coverage is extremely negative.

Business

▲50.0% growing
Residential Land Development · Condominium Developments · Residential Construction · Ipo Prospectus
87% positive coverage

Crime

▲27.3% growing
School Homicide · Trafficking Victims · Child Maltreatment · Sexual Assault
100% negative coverage

Government

steady coverage
Pollution Monitoring · Air Quality Standards · Pollution Control Statutes · Smog Reduction
54% positive coverage

Politics

steady coverage
Forest Conservation · Reforestation · Forest Protection · Bail Hearing
75% negative coverage

Law Enforcement

steady coverage
Trafficking Victims · Forced Prostitution · Gang Intervention · Child Maltreatment
96% negative coverage

Technology

▼84.2% declining
Uav Logistics · Parcel Delivery Drone · Delivery Drone · Cargo Drone
88% positive coverage

Transportation

▼11.8% declining
Truck Accident · Bus Service Changes · Bus Schedules · Transport Fare Aggregators
53% negative coverage

Real Estate

▲278.9% growing
Residential Land Development · Condominium Developments · Residential Construction · Residential Estates
82% positive coverage

Finance

steady coverage
Residential Land Development · Residential Construction · Condominium Developments · Ipo Prospectus
84% positive coverage

momentum window: Jan–Apr 2026 vs Sep–Dec 2025 · sentiment is a property of the news coverage, not a city rating

city signals

The character of Gurugram

  • ✓Corporate services hub— 2413 corporate offices and 1202 software companies anchor mapped commerce.
  • ✓Technology-retail twin engine— Both sectors score 10/10 in the blended strength measure.
  • ✓Industrial depth beneath offices— 1015 mapped industrial places support a strong manufacturing base.
  • ✓Fast company formation— 5683 companies were founded since 2018 despite a 19.5% shutdown share.
  • ✓Data-heavy hiring— Python, SQL and analytics dominate what employers advertise.
  • ✓Funding depth, harsh exits— 2093 companies raised outside money; 2404 have shut down.
  • ✓Research beyond boardrooms— Local institutions contribute 1078 papers, with AI the leading opportunity area.
everyday life

Living in Gurugram means…

  • ✓working in a corporate landscape— Corporate offices are the largest mapped business type, with 2413.
  • ✓taking road risk seriously— Traffic accidents gained attention; 32.5% of accident coverage involved deaths.
  • ✓planning around active construction— Road construction is among the fastest-growing specific civic problems.
  • ✓watching the air closely— Air quality, health impacts and forecasting recur in city-focused research.
  • ✓keeping digital skills current— Python, SQL and communication lead employer demand.
  • ✓expecting uneven civic basics— Waste, water and infrastructure repeatedly draw government and political attention.

read from the news record — not a survey

hidden depth

Things most people don't know

  • In the partial research view, the National Brain Research Centre contributes 83 papers from the city.
  • Gurugram has 1015 mapped manufacturer or industrial places, not just offices and software firms.
  • Local institutions produced 1078 papers in the partial view, but only 72 papers examined Gurugram itself.
  • Anta Sports chose a Gurugram store for its announced return to India.
  • Local coverage in 2025-07 linked a flood to 8 deaths.
The verdict & benchmarks — GurugramWhat the record is made of — GurugramJustice & accountability — GurugramEvents & specifics — GurugramThe civic record of GurugramWhat problems are increasing?What diseases are rising?What projects is my government investing in?What companies are hiring?What skills are in demand?Which industries dominate?The startup picture in GurugramIs this city good for manufacturing?What research is done in Gurugram?What research studies Gurugram?Who runs the political conversation?What is the news saying?
Safety & civic life
Civic intelligence · Prism engine

Where does Gurugram stand against the developed world?

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
9.3%here
15.3%benchmark
▲
Corruption Load
7.7%here
1.8%benchmark
▼
Communal Politics
9.2%here
3.6%benchmark
▼
Cases Concluded
2.2%here
5.5%benchmark
▼
Enforcement Action
18.1%here
20.3%benchmark
▼
Road-accident Accountability
3.9%here
5.8%benchmark
▼
Civic record homeBenchmarksThe recordJusticeEvents
Open the full data →

four chapters, plus the politics and money layers

Civic record

What problems are increasing?

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 PoliticsElections PoliticsElections Politics: +2.8 points of coverage share+2.8Governance PolicyGovernance PolicyGovernance Policy: +1.4 points of coverage share+1.4Infrastructure UtilitiesInfrastructure UtilitiesInfrastructure Utilities: +1.4 points of coverage share+1.4Corruption FraudCorruption FraudCorruption Fraud: +1.3 points of coverage share+1.3Accidents Road SafetyAccidents Road SafetyAccidents Road Safety: +0.7 points of coverage share+0.7Labor EmploymentLabor EmploymentLabor Employment: -0.2 points of coverage share-0.2Protest Civil UnrestProtest Civil UnrestProtest Civil Unrest: -2.2 points of coverage share-2.2Crime ViolenceCrime ViolenceCrime Violence: -3.4 points of coverage share-3.4Public HealthPublic HealthPublic Health: -3.5 points of coverage share-3.5
Fastest-rising specific problems
homicide +2.3 ptsmoney laundering +1.7 ptstraffic accident +1.1 ptshomicide attempted +0.7 ptsroad construction +0.5 ptsassembly election +0.5 ptscyber fraud +0.5 ptsmunicipal election +0.4 pts
Summary

Civic pressure is shifting, not disappearing: crime and public-health coverage shrank, yet homicide took a bigger slice of the city's news (up 2.29 points), traffic accidents rose 1.05 points, and infrastructure and utilities rose 1.4 points. The recent flood and construction collapse keep the risks concrete.

WATCH Watch whether road building, drainage and enforcement improve together instead of moving as separate projects.
Open the full data →

44,342 pieces of news reported

Health

What diseases are rising?

No disease signal is rising in 2024–26 — outbreak coverage is receding. disease outbreak is the most-covered signal.

SignalNews Reported2024–26 Trend
Disease Outbreak260▼ receding
Coronavirus Outbreak46▼ receding
Pandemic Outbreak41▼ receding
Covid Outbreak31▼ receding
Viral Outbreak26▼ receding
Infection Outbreak23▼ receding
Dengue Outbreak17▼ receding
Public-health coverage by year
2026: 602017202660
Summary

Outbreak anxiety is easing: every tracked health theme is receding, including the broad disease-outbreak signal at 260 and dengue at 17. That is encouraging, though local news is better at showing attention than measuring illness.

WATCH Watch for any renewed dengue or viral-outbreak coverage after the current lull.
Open the full data →

disease signals drawn from local news coverage

Money & governance
Public money

What projects is my government investing in?

transport leads 358 tracked announcements — development-authority land purchase, Smart City works and national-highway tenders anchor the money trail.

Announcement themes
Largest place-directed announcements
DateThemeLevelAmountWhat
2020-09TransportNationalRs 817 croreThe Haryana government disbursed Rs 817 crore in compensation for land acquisition on the 46km…
2025-01HealthState / Province800 CroreThe Haryana government approved contracts worth 800 crore for construction of rooftop solar power…
2025-01TransportState / ProvinceRupees 800 croreHaryana government announced a budget of Rs 800 crore for construction of four flyovers connecting…
2022-02EnvironmentState / ProvinceRupees 770 croreHaryana Governor Dattatreya stated the state government allocated Rs 770 crore in the budget for…
2025-11WaterLocal744 CroreMCG submitted a 744-crore proposal to the Haryana government for sanitation and waste management…
2024-03WaterState / ProvinceRs 700 croreThe Gurugram Metropolitan Development Authority prepared a budget of Rs 700 crore for water, sewer…
Summary

Government money is infrastructure-first: transport leads with 118 announcements, including Rs 817 crore in land-acquisition compensation, while a 744-crore sanitation and waste proposal shows basic city services competing with mobility.

WATCH Watch whether the sanitation and water proposals become delivered services rather than recurring plans.
Open the full data →

amounts are announcement headlines — shown, never summed

Politics

Who runs the political conversation?

1772 statements track Gurugram politics — communal-coded rhetoric runs 12.8% (India ≈11%, developed median 3.65%).

Loudest voices
Stance mix
supports · 542proposes · 534condemns · 307opposes · 307accuses · 47demands · 24
Summary

Political conversation is more communally framed than the Indian-city context: across 1772 tracked remarks, 12.8% use religious or communal framing, versus 11% for a typical Indian city. Manohar Lal Khattar is the loudest named voice, while cleanliness and mobility dominate the latest quoted concerns.

WATCH Watch whether civic delivery displaces communal framing in the city's political conversation.
Open the full data →

from political statements naming the city

Economy & work
Jobs

What companies are hiring?

Accenture leads 19,459 tracked postings; top advertised role: Custom Software Engineer.

Top hiring companies · May–Jul 2026
Hiring volume by month · May–Jul 2026
Summary

Hiring is led by large professional-services and technology recruiters: Accenture dominates with 1229 openings, followed at distance by Turing at 279 and PwC India at 267. That concentration makes the market look deep, but not evenly distributed.

WATCH Watch whether hiring broadens beyond consulting, analytics and technology-heavy employers.
Open the full data →

19459 job postings tagged to the city in May–Jul 2026 (a floor, not a census)

Jobs

What skills are available?

Most-demanded skills: python, sql, communication skills.

Most-demanded skills
Summary

The job market rewards builders who can also coordinate people: Python leads at 2199, SQL at 1786 and communication skills at 1538. Technical fluency gets attention, but stakeholder and project management show that execution across teams matters too.

WATCH Watch for cloud, analytics and management skills moving closer to the top.
Open the full data →

demand-side signal (what employers ask for), not a resident skill census

Economy

Which industries dominate?

Registered economy: information technology and services, internet, computer software lead 12,309 tracked companies · biggest tracked employer: FreeCharge.

Registered companies by industry
Street economy — mapped places
Summary

Gurugram is more than an office-services city: technology and retail each score 10/10, while manufacturing scores 9/10. The company mix also has substantial finance, real estate, automotive, food and health activity, giving the economy several working engines.

WATCH Watch whether newer business growth stays diversified beyond property and technology.
Open the full data →

company registry (startup-skewed) + mapped business places

Economy

Is this city good for manufacturing?

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)
Summary

Manufacturing is a credible second engine, not the city's whole identity: 6% of registered companies are manufacturing-adjacent, while 1015 mapped manufacturer or industrial places and 139 tracked openings show a tangible operating base.

WATCH Watch whether infrastructure upgrades translate into more factory hiring and supplier formation.
Open the full data →

computed verdict — each signal is a live threshold that can fail

Startups & capital
Startups

Is there VC activity?

2,093 of 12,309 tracked companies have raised outside money — #1 among its peer set.

Funded startups — peer cities
Summary

Venture capital has breadth, but the ladder is crowded near the bottom: 2093 companies have ever raised outside money, with 856 at seed and 383 listed as funding raised. Funding exists at scale, yet it is far from the default experience.

WATCH Watch whether more seed companies graduate rather than joining the shutdown count.
Open the full data →

round amounts sparse for tier-3 cities — counts shown, dollar totals withheld

Startups

Is a startup ecosystem forming?

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: 152008202615
Stage distribution
Unfunded · 7589Deadpooled · 2404Seed · 856Funding Raised · 383Acquired · 270Series A · 196
Summary

Company formation is prolific but unforgiving: 5683 companies have been founded since 2018, while 19.5% of all tracked companies have shut down. Most registry entries remain unfunded, so the city's entrepreneurial energy comes with a steep survival test.

WATCH Watch whether young companies gain durable funding before closure pressure catches them.
Open the full data →

gate: ≥150 companies & ≥20 recent founds — passed (12309/5683)

The knowledge engine
Research · Prism stance layer

What research is done IN Gurugram?

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)
Research orientation
Opportunities (promising + breakthrough)
Artificial Intelligence · 17Sustainability · 11Machine Learning · 10COVID-19 · 9Children's Health · 7Energy Efficiency · 7Mental Health · 6
Cautions (cautionary + critical)
Construction · 2COVID-19 · 2Feminism · 2Retail · 2Spatial Infinitude · 1Invasive reactions · 1Brain Flexibility · 1
Problems flagged
COVID-19 · 13Healthcare · 10Artificial Intelligence · 8Women's Health · 7Public Health · 6Sustainability · 5Internet of Things · 5
Also: research ABOUT Gurugram →
Summary

The city's research bench is larger and broader than its corporate image suggests: local institutions account for 1078 papers in the partial view, led by Shree Guru Gobind Singh Tricentenary University with 622 and The NorthCap University with 207. Artificial intelligence and sustainability lead the opportunity areas.

WATCH Watch whether promising work in artificial intelligence and sustainability reaches local industry.
Open the full data →

figures marked ≈ are scaled estimates from a partial sample · Prism stance layer over 2017+ papers

Research · Prism stance layer

What research is done FOR Gurugram?

Narrower but distinct: 72 title-matched works study Gurugram itself — led by diverse scientific research studies, air quality and health impacts, municipal solid waste management.

Top topics in city-focused research
Works about the city by year
2026: 3201720263
Summary

Gurugram is studied less than it produces research: only 72 papers in the partial view examine the city itself. Air quality and health impacts account for 3, while municipal solid waste management accounts for another 3, making urban stress the clearest recurring theme.

WATCH Watch for deeper work on water access, waste, antibiotic use and air quality.
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

The pulse
News pulse

What is the news saying?

News attention is 49% negative-toned (typical for city civic coverage) — the volume trend tracks total attention on Gurugram.

Monthly news-feature volume
2026-04-01: 1202023-012026-04120
Summary

The mood is hard-edged: 49% of coverage reads negative. In the latest window, protests and street unrest rose 86%, while infrastructure and housing rose 32%, putting civic tension and construction at the center of attention.

WATCH Watch whether the next news cycle shifts from public safety and protest toward visible civic delivery.
Open the full data →

from location-tagged news · sentiment skew is a property of news, not the city

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