Every civic news report geolocated to Gurugram, classified into an open problem vocabulary, and trended as a share of the city's total coverage.
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.
| Category | News Reported | Share Change (points) | Action Rate | Fatal Rate |
|---|---|---|---|---|
| Elections Politics | 712 | +2.8 | 0.8% | 0.1% |
| Governance Policy | 7,170 | +1.4 | 1.9% | 1.8% |
| Infrastructure Utilities | 2,153 | +1.4 | 1.4% | 5.2% |
| Corruption Fraud | 3,592 | +1.3 | 23.7% | 0.5% |
| Accidents Road Safety | 3,775 | +0.7 | 3.9% | 32.5% |
| Immigration Border | 169 | +0.4 | 14.2% | 0.0% |
| Legal Judicial | 519 | +0.3 | 36.8% | 1.3% |
| Disasters Emergencies | 226 | +0.3 | 0.9% | 30.5% |
| Terrorism Conflict | 92 | +0.3 | 17.4% | 9.8% |
| Environment Pollution | 1,721 | +0.2 | 1.6% | 0.3% |
| Missing Persons | 128 | +0.2 | 9.4% | 10.2% |
| Policing Law Enforcement | 2,214 | +0.1 | 27.4% | 1.3% |
| Public Safety | 1,456 | +0.1 | 1.1% | 10.9% |
| Education | 186 | -0.0 | 1.1% | 0.5% |
| Human Rights Social | 178 | +0.0 | 6.2% | 2.2% |
| Labor Employment | 275 | -0.2 | 4.7% | 0.7% |
| Protest Civil Unrest | 1,085 | -2.2 | 2.0% | 8.0% |
| Crime Violence | 16,705 | -3.4 | 35.8% | 11.3% |
| Public Health | 1,986 | -3.5 | 1.0% | 16.1% |
| Problem | News Reported | Δpp |
|---|---|---|
| Homicide | 6633 | +2.29 |
| Money Laundering | 928 | +1.70 |
| Traffic Accident | 1407 | +1.05 |
| Homicide Attempted | 268 | +0.68 |
| Road Construction | 257 | +0.47 |
| Assembly Election | 83 | +0.47 |
| Cyber Fraud | 100 | +0.46 |
| Municipal Election | 113 | +0.37 |
| Cyber Fraud | 156 | +0.36 |
| Judicial Reform | 44 | +0.33 |
| Problem | News Reported | Δpp |
|---|---|---|
| Building Collapse | 242 | -1.19 |
| Extortion | 300 | -1.06 |
| Fraud | 534 | -1.02 |
| Robbery | 514 | -0.80 |
| Disease Outbreak | 260 | -0.68 |
| Assault | 1098 | -0.59 |
| Coverage Month | Event Type | Deaths Reported | Corroborating News Reports |
|---|---|---|---|
| 2020-12 | Homicide | 10 | 3 |
| 2018-11 | Homicide | 9 | 8 |
| 2022-03 | Traffic Accident | 9 | 3 |
| 2025-07 | Flood | 8 | 3 |
| 2026-03 | Construction Collapse | 7 | 16 |
| 2019-01 | Building Collapse | 7 | 10 |
44,342 pieces of news reported · deaths shown only for corroborated events, never summed
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