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