civic · prism engine
The decade grid — Ludhiana
| 2016 | 2017 | 2018 | 2019 | 2020 | 2021 | 2022 | 2023 | 2024 | 2025 | 2026 | |
|---|---|---|---|---|---|---|---|---|---|---|---|
| Crime & Violence | 482 | 579 | 687 | 496 | 618 | 865 | 1446 | 1141 | 391 | 503 | 216 |
| Governance & Policy | 208 | 158 | 246 | 167 | 406 | 359 | 706 | 477 | 247 | 231 | 53 |
| Policing & Law Enforcement | 56 | 156 | 97 | 88 | 202 | 201 | 397 | 312 | 119 | 139 | 57 |
| Corruption & Fraud | 72 | 82 | 100 | 84 | 132 | 114 | 357 | 302 | 141 | 138 | 96 |
| Accidents & Road Safety | 110 | 127 | 109 | 93 | 138 | 175 | 214 | 225 | 83 | 142 | 63 |
| Public Health | 27 | 23 | 39 | 21 | 378 | 243 | 150 | 114 | 40 | 41 | 12 |
| Protest & Civil Unrest | 122 | 46 | 71 | 38 | 136 | 147 | 156 | 87 | 52 | 65 | 17 |
| Environment & Pollution | 21 | 24 | 46 | 45 | 53 | 46 | 137 | 139 | 77 | 49 | 7 |
| Infrastructure & Utilities | 33 | 18 | 34 | 22 | 77 | 66 | 135 | 114 | 50 | 58 | 29 |
| Elections & Politics | 31 | 49 | 78 | 29 | 19 | 33 | 156 | 24 | 126 | 51 | 5 |
civic · prism engine
Weapons named — Ludhiana
| Guns | 515 | weapon | |
| Heroin | 224 | weapon | |
| Pistol | 220 | weapon | |
| Gun | 161 | weapon | |
| Sharp Edged Weapons | 154 | weapon | |
| Pistols | 114 | weapon |
civic · prism engine
Stated motives — Ludhiana
| Theft | 340 | motive | |
| Financial Gain | 207 | motive | |
| Robbery | 152 | motive | |
| Political | 145 | motive | |
| Extortion | 120 | motive | |
| Drug Trafficking | 91 | motive |
civic · prism engine
Deadliest reported events — Ludhiana
≥3 reports corroborate the same toll in the same month · value = corroborating reports Conflicting tolls for one incident are merged into a range, never summed.
| Disease Outbreak · 2022 | 3 | ≈2280 dead | |
| Traffic Accident · 2022 | 3 | ≈380 dead | |
| Disease Outbreak · 2020 | 4 | ≈16 dead | |
| Building Collapse · 2017 | 10 | ≈13–16 dead · toll varies across reports | |
| Boat Capsize · 2026 | 3 | ≈15 dead |