civic · prism engine
Ludhiana vs the developed world
Six-nation developed median (USA · UK · France · Germany · Australia · Canada) — ▼ worse than the norm, ▲ better
| Communal Politics | 9.9%here 3.6%benchmark | ▼ | |
| Corruption Load | 7.5%here 1.8%benchmark | ▼ | |
| Fatality-linked News | 10.9%here 15.3%benchmark | ▲ | |
| Cases Concluded | 2.0%here 5.5%benchmark | ▼ | |
| Road-accident Accountability | 2.6%here 5.8%benchmark | ▼ | |
| Enforcement Action | 17.3%here 20.3%benchmark | ▼ |
civic · prism engine
Communal / polarising political speech
Ludhiana against world peers and the developed-world median
| Ludhiana | 9.9% | ||
| India | 11.4% | ||
| USA | 3.6% | ||
| UK | 3.0% | ||
| Pakistan | 8.4% | ||
| Finland | 1.9% | ||
| Developed Median | 3.6% |
civic · prism engine
Civic cases that reach a conclusion
Ludhiana against world peers and the developed-world median
| Ludhiana | 2.0% | ||
| India | 2.8% | ||
| USA | 5.6% | ||
| UK | 13.3% | ||
| Pakistan | 3.1% | ||
| Finland | 7.0% | ||
| Developed Median | 5.5% |
civic · prism engine
Ludhiana vs its region — Punjab
Peer cities across Punjab by civic-report volume · communal-rhetoric share shown
| Ludhiana | 20.2K | communal 9.9% | |
| Amritsar | 10.8K | communal 30.7% | |
| Mohali | 10.2K | communal 7.2% | |
| Chandigarh | 8,854 | communal 9.4% | |
| Patiala | 4,123 | communal 16.1% | |
| Lahore | 3,805 | communal 7.3% | |
| Jalandhar | 2,707 | communal 19.2% |
civic · prism engine
Enforcement action — Ludhiana vs benchmarks
Share of civic reports that ever reach official action (arrest / charge / verdict)
| Ludhiana | 17.3% | ||
| India (national) | 12.0% | ||
| World (global) | 14.2% |
civic · prism engine
Fatality-linked news — Ludhiana vs benchmarks
Share of civic reports that involve deaths
| Ludhiana | 10.8% | ||
| India (national) | 12.3% | ||
| World (global) | 15.5% |