Disease and outbreak signals in Mumbai's news coverage, with the state as context for thin city-level signals.
The outbreak signal is easing across every listed category. Disease outbreaks still dominate at 2227 mentions, and a deadly outbreak associated with 327 deaths appeared in 2022 coverage, so receding attention is not the same as negligible risk.
| Signal | News Reported | Recent (2024–26) | Prior (2021–23) | Trend |
|---|---|---|---|---|
| Disease Outbreak | 2227 | 26 | 934 | ▼ receding |
| Pandemic Outbreak | 471 | 4 | 198 | ▼ receding |
| Coronavirus Outbreak | 388 | 0 | 156 | ▼ receding |
| Viral Outbreak | 209 | 5 | 49 | ▼ receding |
| Covid Outbreak | 148 | 1 | 76 | ▼ receding |
| Pandemic Relief | 106 | 1 | 43 | ▼ receding |
| Vaccine Preventable Disease Outbreak | 98 | 0 | 91 | ▼ receding |
| Viral Infection | 42 | 2 | 14 | ▼ receding |
| Pandemic Prevention | 42 | 0 | 15 | ▼ receding |
| Dengue Outbreak | 40 | 3 | 10 | ▼ receding |
| Infection Outbreak | 30 | 0 | 11 | ▼ receding |
| Outbreak | 27 | 1 | 2 | ▼ receding |
| Pandemic Lockdown | 24 | 0 | 5 | ▼ receding |
| Pandemic Control | 21 | 0 | 13 | ▼ receding |
| Pandemic Response | 21 | 0 | 10 | ▼ receding |
| Vaccine Outbreak | 19 | 0 | 17 | ▼ receding |
| Pandemic Restriction | 15 | 0 | 14 | ▼ receding |
| Signal | News Reported | Trend |
|---|---|---|
| Disease Outbreak | 3,509 | ▼ receding |
| Pandemic Outbreak | 648 | ▼ receding |
| Coronavirus Outbreak | 618 | ▼ receding |
| Viral Outbreak | 355 | ▼ receding |
| Covid Outbreak | 285 | ▼ receding |
| Vaccine Preventable Disease Outbreak | 128 | ▼ receding |
| Pandemic Relief | 116 | ▼ receding |
| Dengue Outbreak | 86 | ▼ receding |
| Viral Infection | 80 | ▼ receding |
| Pandemic Prevention | 63 | ▼ receding |
| Infection Outbreak | 61 | ▼ receding |
| Pandemic Response | 57 | ▼ receding |
disease signals drawn from local news coverage
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