Every civic news report geolocated to Agra, classified into an open problem vocabulary, and trended as a share of the city's total coverage.
Road danger is the clearest worsening civic signal. Accidents and road safety took a bigger slice of the city’s news (up 1.4 points), and 31.6% of that coverage involved deaths; traffic accidents alone rose 1.00 points.
| Category | News Reported | Share Change (points) | Action Rate | Fatal Rate |
|---|---|---|---|---|
| Accidents Road Safety | 2,193 | +1.4 | 1.0% | 31.6% |
| Governance Policy | 2,011 | +1.4 | 1.1% | 0.4% |
| Public Safety | 775 | +1.4 | 1.4% | 9.7% |
| Disasters Emergencies | 277 | +0.9 | 0.4% | 26.0% |
| Corruption Fraud | 788 | +0.5 | 19.7% | 0.3% |
| Policing Law Enforcement | 892 | +0.3 | 25.2% | 3.1% |
| Terrorism Conflict | 66 | +0.2 | 3.0% | 6.1% |
| Labor Employment | 48 | +0.2 | 4.2% | 0.0% |
| Infrastructure Utilities | 353 | +0.1 | 1.7% | 0.0% |
| Human Rights Social | 137 | +0.1 | 8.0% | 4.4% |
| Crime Violence | 6,269 | -0.0 | 27.7% | 9.2% |
| Missing Persons | 144 | -0.0 | 8.3% | 3.5% |
| Education | 62 | -0.1 | 0.0% | 0.0% |
| Immigration Border | 49 | -0.1 | 20.4% | 2.0% |
| Protest Civil Unrest | 642 | -0.3 | 3.9% | 1.4% |
| Legal Judicial | 428 | -0.3 | 28.0% | 0.9% |
| Environment Pollution | 512 | -0.6 | 2.9% | 0.8% |
| Elections Politics | 466 | -0.6 | 0.2% | 0.0% |
| Public Health | 909 | -4.5 | 1.2% | 27.8% |
| Problem | News Reported | Δpp |
|---|---|---|
| Traffic Accident | 841 | +1.00 |
| Suicide | 117 | +0.67 |
| Sexual Harassment | 40 | +0.65 |
| Assault | 562 | +0.58 |
| Aircraft Crash | 31 | +0.58 |
| Flood | 130 | +0.52 |
| Bribery | 66 | +0.47 |
| Suicide | 116 | +0.33 |
| Bomb Threat | 40 | +0.33 |
| Suicide Attempt | 24 | +0.32 |
| Problem | News Reported | Δpp |
|---|---|---|
| Robbery | 207 | -0.83 |
| Disease Outbreak | 143 | -0.60 |
| Air Quality | 135 | -0.49 |
| Theft | 417 | -0.46 |
| Assembly Election | 40 | -0.35 |
| Judicial Order | 62 | -0.28 |
| Coverage Month | Event Type | Deaths Reported | Corroborating News Reports |
|---|---|---|---|
| 2023-08 | Police Encounter | 183 | 6 |
| 2024-07 | Homicide | 121 | 6 |
| 2023-07 | Flood | 100 | 3 |
| 2018-05 | Dust Storm | 40–91 | 7 |
| 2025-01 | 39–40 | 10 | |
| 2019-07 | Animal Death | 35 | 5 |
| 2017-02 | Traffic Accident | 33 | 3 |
17,021 pieces of news reported · deaths shown only for corroborated events, never summed
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