metadata
license: mit
language:
- en
task_categories:
- text-classification
tags:
- maritime
- shipping
- ports
- congestion
pretty_name: Clarus Maritime Vessel Schedule Port Congestion Coherence Risk v0.1
dataset_id: maritime-vessel-schedule-port-congestion-coherence-risk-v0.1
domain: maritime
pillar: port_operations
series: SEA-01
coherence_pair:
observable_a: eta_change_and_schedule_claims
observable_b: berth_availability_yard_utilization_crane_productivity_and_waiting_time
ground_truth: ground_truth_label
validation_status: pre_release
What this repo is for
Detect when vessel schedules stop matching port reality.
You use it to flag:
hidden delay risk when ETA looks stable but port signals collapse
upstream disruption when ETA slips without congestion signals
true congestion when yard and berth signals align with delay
Why it matters
Ports declare problems late. Carriers update ETAs late. Your users need the mismatch early.
Say “Next” and I’ll build the next port ops gap.