Every civic news report geolocated to Visakhapatnam, classified into an open problem vocabulary, and trended as a share of the city's total coverage.
Civic concern is moving from crashes and street unrest toward infrastructure, elections and governance. Infrastructure and utilities took a bigger slice of the city's news, up 2.7 points, while accident coverage fell 4.2 points; homicide was the fastest-growing specific problem, up 1.14 points.
| Category | News Reported | Share Change (points) | Action Rate | Fatal Rate |
|---|---|---|---|---|
| Elections Politics | 244 | +2.8 | 0.4% | 0.4% |
| Infrastructure Utilities | 343 | +2.7 | 2.9% | 2.6% |
| Governance Policy | 1,759 | +1.1 | 0.7% | 1.4% |
| Labor Employment | 75 | +1.1 | 2.7% | 2.7% |
| Environment Pollution | 373 | +0.8 | 4.0% | 29.0% |
| Immigration Border | 36 | +0.8 | 8.3% | 0.0% |
| Legal Judicial | 51 | +0.7 | 56.9% | 2.0% |
| Human Rights Social | 36 | +0.4 | 5.6% | 0.0% |
| Policing Law Enforcement | 457 | +0.3 | 28.2% | 6.3% |
| Disasters Emergencies | 356 | +0.1 | 2.2% | 64.6% |
| Public Safety | 187 | +0.1 | 2.1% | 21.4% |
| Crime Violence | 1,057 | -0.5 | 38.8% | 12.3% |
| Corruption Fraud | 422 | -1.0 | 38.4% | 0.2% |
| Missing Persons | 41 | -1.0 | 9.8% | 12.2% |
| Public Health | 307 | -1.7 | 1.3% | 36.2% |
| Protest Civil Unrest | 323 | -2.7 | 2.8% | 3.4% |
| Accidents Road Safety | 767 | -4.2 | 2.9% | 44.5% |
| Problem | News Reported | Δpp |
|---|---|---|
| Homicide | 360 | +1.14 |
| Bomb Threat | 16 | +0.72 |
| Budget Allocation | 15 | +0.61 |
| Road Construction | 29 | +0.53 |
| Political Criticism | 31 | +0.39 |
| Municipal Election | 25 | +0.39 |
| Urban Development | 30 | +0.35 |
| Burglary | 20 | +0.32 |
| Political Dispute | 59 | +0.22 |
| Assault | 53 | +0.21 |
| Problem | News Reported | Δpp |
|---|---|---|
| Political Protest | 100 | -1.51 |
| Vandalism | 27 | -1.22 |
| Bribery | 79 | -0.89 |
| Fire Accident | 25 | -0.73 |
| Political Statement | 87 | -0.68 |
| Boat Fire | 17 | -0.66 |
| Coverage Month | Event Type | Deaths Reported | Corroborating News Reports |
|---|---|---|---|
| 2020-07 | Gas Leak | 12–15 | 93 |
| 2023-10 | Train Collision | 14 | 12 |
6,834 pieces of news reported · deaths shown only for corroborated events, never summed
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