Best Model: Random Forest
Accuracy: 92.3%
Total Events: 650
Dashboard Overview
Total Events
650
Disruptions
483 (74.3%)
Non-Disruptions
167
Average Impact
$272,441
Events by Severity
Top Event Types
Top 10 Costly Disruptions
| Event ID | Date | Type | Severity | Country | City | Impact |
|---|---|---|---|---|---|---|
| EVT-0236 | 2024-05-11 | Quality Issue | Critical | USA | City_36 | $497,602 |
| EVT-0508 | 2024-10-11 | Natural Disaster | Medium | Mexico | City_41 | $497,436 |
| EVT-0054 | 2024-01-30 | Equipment Failure | Medium | Japan | City_43 | $496,675 |
| EVT-0103 | 2024-02-27 | Quality Issue | High | Vietnam | City_49 | $496,524 |
| EVT-0394 | 2024-08-08 | Geopolitical | Medium | Vietnam | City_39 | $496,252 |
| EVT-0267 | 2024-05-29 | Port Congestion | High | Thailand | City_45 | $495,651 |
| EVT-0591 | 2024-11-27 | Quality Issue | High | India | City_17 | $495,514 |
| EVT-0436 | 2024-09-01 | Supplier Delay | Critical | Japan | City_10 | $494,895 |
| EVT-0495 | 2024-10-04 | Port Congestion | High | Vietnam | City_15 | $494,848 |
| EVT-0560 | 2024-11-09 | Supplier Delay | High | Mexico | City_30 | $494,672 |