Every civic news report geolocated to Vadodara, classified into an open problem vocabulary, and trended as a share of the city's total coverage.
Road danger is the city's clearest worsening civic problem: accidents and road safety take a bigger slice of local news, up 25.8 points. Traffic accidents lead the specific increases, up 7.01 points, while the bridge collapse keeps the risk painfully concrete.
| Category | News Reported | Share Change (points) | Action Rate | Fatal Rate |
|---|---|---|---|---|
| Accidents Road Safety | 793 | +25.8 | 5.0% | 52.2% |
| Disasters Emergencies | 189 | +5.6 | 4.2% | 34.9% |
| Infrastructure Utilities | 182 | +2.1 | 3.3% | 5.5% |
| Public Safety | 358 | +2.0 | 4.7% | 10.9% |
| Environment Pollution | 68 | +0.6 | 1.5% | 0.0% |
| Human Rights Social | 35 | -0.1 | 2.9% | 5.7% |
| Governance Policy | 773 | -0.4 | 2.8% | 1.9% |
| Protest Civil Unrest | 197 | -0.4 | 4.6% | 3.0% |
| Legal Judicial | 98 | -2.0 | 51.0% | 7.1% |
| Elections Politics | 143 | -2.6 | 0.7% | 0.0% |
| Corruption Fraud | 420 | -4.3 | 27.4% | 0.2% |
| Policing Law Enforcement | 348 | -5.7 | 34.2% | 3.7% |
| Public Health | 278 | -7.2 | 1.4% | 36.7% |
| Crime Violence | 1,439 | -13.3 | 43.8% | 12.4% |
| Problem | News Reported | Δpp |
|---|---|---|
| Traffic Accident | 206 | +7.01 |
| Boat Capsize | 65 | +5.25 |
| Flood | 142 | +4.19 |
| Bridge Collapse | 38 | +3.07 |
| Land Dispute | 41 | +1.56 |
| Boat Accident | 17 | +1.37 |
| Industrial Fire | 28 | +1.35 |
| Water Accident | 16 | +1.29 |
| Bomb Threat | 16 | +1.13 |
| Theft | 84 | +0.89 |
| Problem | News Reported | Δpp |
|---|---|---|
| Disease Outbreak | 65 | -2.15 |
| Homicide | 391 | -1.29 |
| Factory Fire | 27 | -1.27 |
| Suicide | 21 | -0.93 |
| Rioting | 25 | -0.91 |
| Drug Trafficking | 30 | -0.90 |
| Coverage Month | Event Type | Deaths Reported | Corroborating News Reports |
|---|---|---|---|
| 2024-08 | Flood | 28 | 6 |
| 2025-08 | Bridge Collapse | 15–22 | 28 |
| 2024-01 | Boat Overturn | 14–16 | 31 |
5,321 pieces of news reported · deaths shown only for corroborated events, never summed
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