Every civic news report geolocated to Pune, classified into an open problem vocabulary, and trended as a share of the city's total coverage.
Road danger is Pune’s clearest worsening civic problem. Accidents and road safety take a bigger slice of the city’s news (up 4.0 points); traffic accidents also take a bigger slice (up 3.55 points), as does homicide (up 3.02 points). Flood coverage grew too, keeping earlier deadly flood and landslide episodes in view.
| Category | News Reported | Share Change (points) | Action Rate | Fatal Rate |
|---|---|---|---|---|
| Accidents Road Safety | 5,522 | +4.0 | 5.7% | 44.9% |
| Elections Politics | 1,650 | +1.4 | 1.0% | 0.1% |
| Environment Pollution | 1,305 | +0.8 | 2.5% | 0.5% |
| Public Safety | 1,702 | +0.7 | 3.8% | 12.0% |
| Disasters Emergencies | 972 | +0.7 | 1.2% | 35.2% |
| Labor Employment | 448 | -0.0 | 5.1% | 3.3% |
| Human Rights Social | 324 | -0.0 | 6.8% | 3.7% |
| Immigration Border | 284 | -0.0 | 14.1% | 0.4% |
| Missing Persons | 218 | +0.0 | 15.6% | 7.3% |
| Legal Judicial | 1,635 | -0.1 | 22.6% | 4.2% |
| Infrastructure Utilities | 3,374 | -0.2 | 2.5% | 0.9% |
| Education | 307 | -0.2 | 1.0% | 0.0% |
| Crime Violence | 14,994 | -0.3 | 40.2% | 14.5% |
| Terrorism Conflict | 603 | -0.6 | 29.5% | 10.3% |
| Policing Law Enforcement | 4,399 | -1.0 | 25.8% | 2.0% |
| Protest Civil Unrest | 2,025 | -1.1 | 2.4% | 4.1% |
| Governance Policy | 11,282 | -1.3 | 2.2% | 1.2% |
| Corruption Fraud | 4,779 | -1.4 | 20.5% | 0.5% |
| Public Health | 2,932 | -1.4 | 0.8% | 20.9% |
| Problem | News Reported | Δpp |
|---|---|---|
| Traffic Accident | 1903 | +3.55 |
| Homicide | 5262 | +3.02 |
| Rape | 320 | +1.03 |
| Flood | 397 | +0.63 |
| Municipal Election | 246 | +0.52 |
| Defamation Case | 84 | +0.31 |
| Hit and Run | 134 | +0.30 |
| Bomb Threat | 83 | +0.30 |
| Corruption Fraud | 200 | +0.29 |
| Fatal Crash | 58 | +0.29 |
| Problem | News Reported | Δpp |
|---|---|---|
| Theft | 888 | -0.97 |
| Robbery | 473 | -0.86 |
| Money Laundering | 762 | -0.79 |
| Fraud | 388 | -0.55 |
| Extortion | 316 | -0.48 |
| Bail Hearing | 307 | -0.46 |
| Coverage Month | Event Type | Deaths Reported | Corroborating News Reports |
|---|---|---|---|
| 2017-07 | Early Release Petition | 257 | 5 |
| 2021-07 | Flood Landslide | 112 | 5 |
| 2024-09 | Homicide | 80 | 3 |
| 2019-08 | Flood | 40–54 | 18 |
| 2020-10 | Flood | 48 | 7 |
| 2020-04 | Disease Outbreak | 43 | 3 |
58,755 pieces of news reported · deaths shown only for corroborated events, never summed
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