event_id
stringclasses
6 values
event_type
stringclasses
6 values
description
stringclasses
6 values
start_time
timestamp[s]
end_time
timestamp[s]
severity
float64
0.3
0.9
properties_json
stringclasses
6 values
created_at
timestamp[s]
PPE_SHIP_BOOK
ShipmentBooking
PPE shipment booked on commercial cargo flight Shanghai to Frankfurt
2020-03-16T00:00:00
2020-03-16T23:00:00
0.3
{"route": "PVG-FRA", "cargo_type": "PPE"}
2020-03-16T00:00:00
EU_LOCKDOWN
BorderRestriction
European lockdowns cause flight cancellations
2020-03-17T00:00:00
2020-03-22T23:00:00
0.9
{"region": "Europe", "restriction_type": "lockdown"}
2020-03-16T00:00:00
RATE_SPIKE
PriceChange
Air cargo rates increase 4x due to demand surge
2020-03-18T00:00:00
2020-03-22T23:00:00
0.7
{"price_increase": "400%", "cause": "demand_surge"}
2020-03-16T00:00:00
ORD_BACKLOG
OperationalDelay
Huge backlog at Chicago O'Hare due to reduced workforce & weather
2020-03-19T00:00:00
2020-03-21T23:00:00
0.8
{"location": "ORD", "causes": ["workforce_shortage", "weather"]}
2020-03-16T00:00:00
PPE_CUSTOMS_HOLD
CustomsDelay
PPE shipment held at Frankfurt customs for certification issues
2020-03-21T00:00:00
2020-03-22T23:00:00
0.6
{"location": "FRA", "cause": "certification_requirements"}
2020-03-16T00:00:00
PAX_SUSPENSION
OperationalChange
Passenger flights suspended worldwide, reducing belly cargo capacity
2020-03-16T00:00:00
2020-03-22T23:00:00
0.9
{"impact": "50% capacity reduction", "type": "global"}
2020-03-16T00:00:00