Disease and outbreak signals in Ludhiana's news coverage, with the state as context for thin city-level signals.
Outbreak pressure is easing, but the health burden is not settled. Disease outbreaks appeared 336 times in local news and are receding, while the 2020 disease outbreak was linked to 16 deaths. Dengue, viral illness and swine flu remain visible warning categories.
| Signal | News Reported | Recent (2024–26) | Prior (2021–23) | Trend |
|---|---|---|---|---|
| Disease Outbreak | 336 | 4 | 162 | ▼ receding |
| Pandemic Outbreak | 35 | 0 | 21 | ▼ receding |
| Viral Outbreak | 21 | 1 | 7 | ▼ receding |
| Dengue Outbreak | 16 | 1 | 10 | ▼ receding |
| Covid Outbreak | 12 | 0 | 5 | ▼ receding |
| Vaccine Preventable Disease Outbreak | 11 | 1 | 8 | ▼ receding |
| Coronavirus Outbreak | 10 | 0 | 2 | ▼ receding |
| Swine Flu | 9 | 0 | 5 | ▼ receding |
| Influenza Outbreak | 6 | 0 | 0 | — flat |
| Corona Infection | 6 | 0 | 3 | ▼ receding |
| Coronavirus Death | 5 | 0 | 1 | ▼ receding |
| Signal | News Reported | Trend |
|---|---|---|
| Disease Outbreak | 635 | ▼ receding |
| Pandemic Outbreak | 106 | ▼ receding |
| Dengue Outbreak | 67 | ▼ receding |
| Viral Outbreak | 43 | ▼ receding |
| Coronavirus Outbreak | 43 | ▼ receding |
| Covid Outbreak | 38 | ▼ receding |
| Vaccine Preventable Disease Outbreak | 29 | ▼ receding |
| Corona Infection | 23 | ▼ receding |
| Corona Outbreak | 15 | ▼ receding |
| Swine Flu | 15 | ▼ receding |
| Infection Outbreak | 12 | ▼ receding |
| Influenza Outbreak | 10 | ▼ receding |
disease signals drawn from local news coverage
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