civic · prism engine
What's reported in Ludhiana
21,351 civic reports · 2016–2026
| Crime & Violence | 7,424 | 34.8% of civic news | |
| Governance & Policy | 3,258 | 15.3% of civic news | |
| Policing & Law Enforcement | 1,824 | 8.5% of civic news | |
| Corruption & Fraud | 1,618 | 7.6% of civic news | |
| Accidents & Road Safety | 1,479 | 6.9% of civic news | |
| Public Health | 1,088 | 5.1% of civic news | |
| Protest & Civil Unrest | 937 | 4.4% of civic news | |
| Environment & Pollution | 644 | 3.0% of civic news |
civic · prism engine
Rising concerns in Ludhiana
Change in share of local civic news, 2024–26 vs 2021–23 (percentage points)
| Elections & Politics | 601 | +2.9 pp | ▲ |
| Corruption & Fraud | 1,618 | +2.6 pp | ▲ |
| Accidents & Road Safety | 1,479 | +1.8 pp | ▲ |
| Infrastructure & Utilities | 636 | +0.6 pp | ▲ |
| Labour & Employment | 301 | +0.5 pp | ▲ |
| Environment & Pollution | 644 | +0.4 pp | ▲ |
civic · prism engine
Receding concerns in Ludhiana
Change in share of local civic news, 2024–26 vs 2021–23 (percentage points)
| Crime & Violence | 7,424 | -4.2 pp | ▼ |
| Public Health | 1,088 | -2.6 pp | ▼ |
| Governance & Policy | 3,258 | -0.9 pp | ▼ |
| Policing & Law Enforcement | 1,824 | -0.5 pp | ▼ |
| Courts & Judiciary | 377 | -0.3 pp | ▼ |
| Disasters & Emergencies | 191 | -0.3 pp | ▼ |
civic · prism engine
Crime & violence in Ludhiana
| Homicide | 2,702 | type | |
| Theft | 395 | type | |
| Drug Trafficking | 349 | type | |
| Robbery | 345 | type | |
| Assault | 342 | type | |
| Armed Robbery | 174 | type | |
| Kidnapping | 130 | type |
Real incidents behind the numbers homicide coverage peaked in Jul 2022 (83 news reports that month); robbery coverage peaked in Jun 2023 (44 news reports that month).
civic · prism engine
Corruption & fraud in Ludhiana
| Bribery | 287 | type | |
| Money Laundering | 275 | type | |
| Tax Evasion | 86 | type | |
| Tender Scam | 55 | type | |
| Bank Fraud | 50 | type | |
| Embezzlement | 39 | type | |
| Fraud Scam | 36 | type |
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Accidents & road safety in Ludhiana
| Traffic Accident | 495 | type | |
| Factory Fire | 159 | type | |
| Fire Incident | 100 | type | |
| Building Collapse | 49 | type | |
| Factory Collapse | 40 | type | |
| Industrial Accident | 31 | type | |
| Railway Accident | 29 | type |
Real incidents behind the numbers the Aug 2022 traffic accident (380 deaths across news reports).
civic · prism engine
Public health in Ludhiana
| Disease Outbreak | 336 | type | |
| Pandemic Outbreak | 35 | type | |
| Gas Leak | 27 | type | |
| Suicide | 21 | type | |
| Viral Outbreak | 21 | type | |
| Air Quality Pollution | 18 | type | |
| Medical Negligence | 16 | type |
Real incidents behind the numbers the Apr 2020 disease outbreak (16 deaths across news reports); disease outbreak coverage peaked in Apr 2020 (38 news reports that month).
civic · prism engine