---
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.