Every civic news report geolocated to Dehradun, classified into an open problem vocabulary, and trended as a share of the city's total coverage.
Crime is the clearest worsening civic signal: it claimed a bigger slice of the city's news (up 6.9 points), with homicide alone up 3.90 points. Floods and traffic accidents also rose, and the major flood killed 13–15 people.
| Category | News Reported | Share Change (points) | Action Rate | Fatal Rate |
|---|---|---|---|---|
| Crime Violence | 3,419 | +6.9 | 32.6% | 9.8% |
| Disasters Emergencies | 617 | +0.9 | 2.9% | 19.4% |
| Labor Employment | 233 | +0.5 | 4.3% | 0.4% |
| Public Safety | 515 | +0.4 | 0.8% | 7.0% |
| Immigration Border | 76 | +0.4 | 28.9% | 0.0% |
| Accidents Road Safety | 1,295 | +0.1 | 1.4% | 28.3% |
| Environment Pollution | 344 | +0.1 | 2.0% | 0.6% |
| Terrorism Conflict | 84 | +0.1 | 11.9% | 16.7% |
| Elections Politics | 649 | +0.0 | 1.2% | 0.2% |
| Human Rights Social | 101 | -0.0 | 5.0% | 6.9% |
| Education | 100 | -0.1 | 1.0% | 0.0% |
| Missing Persons | 89 | -0.1 | 10.1% | 5.6% |
| Policing Law Enforcement | 780 | -0.3 | 23.8% | 0.5% |
| Protest Civil Unrest | 880 | -0.5 | 1.6% | 0.9% |
| Legal Judicial | 292 | -0.5 | 38.7% | 1.7% |
| Corruption Fraud | 1,301 | -0.6 | 24.9% | 0.0% |
| Infrastructure Utilities | 594 | -1.4 | 1.7% | 1.2% |
| Public Health | 777 | -1.7 | 1.0% | 17.0% |
| Governance Policy | 5,254 | -4.4 | 1.2% | 0.6% |
| Problem | News Reported | Δpp |
|---|---|---|
| Homicide | 1315 | +3.90 |
| Flood | 177 | +1.25 |
| Assault | 209 | +0.79 |
| Traffic Accident | 582 | +0.66 |
| Cyberbullying | 59 | +0.65 |
| Cyberbullying | 44 | +0.53 |
| Municipal Election | 40 | +0.45 |
| Illegal Immigration | 19 | +0.33 |
| Budget Session | 49 | +0.32 |
| Gangrape | 37 | +0.31 |
| Problem | News Reported | Δpp |
|---|---|---|
| Disease Outbreak | 91 | -0.50 |
| Recruitment Scam | 26 | -0.42 |
| Tunnel Rescue | 19 | -0.36 |
| Paper Leak | 32 | -0.35 |
| Corruption Investigation | 39 | -0.33 |
| Corruption Fraud | 77 | -0.30 |
| Coverage Month | Event Type | Deaths Reported | Corroborating News Reports |
|---|---|---|---|
| 2024-11 | Bus Accident | 6–36 | 65 |
| 2025-09 | Flood | 13–15 | 11 |
| 2021-10 | Traffic Accident | 13 | 5 |
| 2025-06 | Helicopter Crash | 7 | 7 |
17,400 pieces of news reported · deaths shown only for corroborated events, never summed
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