Air Express Network Shipment Planning Trajectory Dataset

#Long-horizon planning #Route planning #Constraint satisfaction #Agent trajectory evaluation #Air freight planning #Express network operations #Hub and flight connections #Deadline management

5000
0.5GB
JSON
CATL
MOBIUSI INC

Updated:2026-11-03

AI Analysis & Value Prop

This dataset captures multi-stage shipment planning trajectories across an air express network, including shipment requests, available hubs and flight connections, operating constraints, route choices, state changes, and agent decisions. It also provides planned routes, feasibility assessments, delivery-deadline margins, and shipment outcomes, supporting research on end-to-end freight planning under network and time constraints. It is suited to long-horizon agent training, planning strategy evaluation, and analysis of air express operations.

Dataset Insights

Sample Examples

{}

Technical Specifications

Field	Type	Description
file_name	string	File name
outcome	object	Observed or evaluated result following execution of the planned shipment trajectory.
planned_route	array	Ordered list of hubs or facilities selected for the shipment route.
network_snapshot	object	Snapshot of the available hubs and flight connections used for route planning.
plan_feasibility	string	Assessment of the proposed plan against operational constraints and the delivery deadline.
shipment_request	object	Original shipment details and service requirements provided as input to the planning process.
planning_trajectory	array	Ordered sequence of shipment states, planning stages, and agent decisions across the air express network.
operating_constraints	object	Operational limits and preferences that constrain the planning process.
delivery_deadline_margin_minutes	integer	Calculated number of minutes between the planned delivery time and the required deadline; negative values indicate a projected delay.

Compliance Statement

Authorization Type	Proprietary - Commercial AI Training License (No Redistribution)
Commercial Use	Requires exclusive subscription or authorization contract (monthly or per-invocation charging)
Privacy and Anonymization	No PII, no real company names, simulated scenarios follow industry standards
Compliance System	Compliant with China's Data Security Law / EU GDPR / supports enterprise data access logs

Frequently Asked Questions

What does the dataset contain?: It covers shipment requests, snapshots of network hubs and flight connections, operating constraints, planning stages and agent decision trajectories, selected routes, plan feasibility, delivery-deadline margins, and shipment outcomes.

Which tasks can this dataset support?: It can support long-horizon planning, route selection, operational constraint satisfaction, and delivery-deadline management in air express networks. It can also be used to evaluate agent decisions across multi-stage freight workflows.

Are dataset size and quality metrics specified?: The available description does not specify sample counts, a time range, or quality metrics. Review the documentation accompanying the data package and check the route constraints and outcome fields for suitability.

How can I obtain and use the data?: Obtain the dataset through its listing or the relevant data delivery channel. Use the field descriptions to parse shipment requests, network snapshots, planning trajectories, and outcomes, then validate them against your research or operational workflow.

What are the licensing terms?: Licensing and redistribution terms are subject to the dataset listing or delivery agreement. Confirm the permitted scope and applicable compliance requirements before using the data in commercial projects, model training, or public releases.

Can't find the data you need?

Post a request and let data providers reach out to you.

Get this Dataset

Verified for Enterprise Use

Cite this Work

@dataset{Mobiusi2026,
  title={Air Express Network Shipment Planning Trajectory Dataset},
  author={MOBIUSI INC},
  year={2026},
  url={https://www.mobiusi.com/datasets/645a0f8aca609403098c5b0e5212e86e},
  urldate={2026-10-26},
  keywords={air express dataset,shipment planning trajectories,air freight route planning,express network optimization,long-horizon agent training,freight deadline management,hub connection planning,logistics agent data},
  version={1.0}
}

Using this in research? Please cite us.

placeholder

Scene

Domain

Modality

Task