datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
AgiBotWorld-Beta_G1_task_422_Packaging_items_for_industrial_logistics
agibot_task_422
This dataset converts the AgiBot format uniformly into LeRobot V3.0.
Dataset Statistics
robot_name: G1
end_effector: 夹爪
task: 为工业物流包装物品
total_episodes: 2089
total_tasks: 1
size: 150G
Dataset Structure
├── data
│ └── chunk-xxx
│ ├── file-xxx.parquet
├── meta
│ ├── episodes
│ │ └── chunk-xxx
│ │ └── file-xxx.parquet
│ ├── info.json
│ ├── stats.json
│ └── tasks.parquet
└── videos
├──… See the full description on the dataset page: https://huggingface.co/datasets/BAAI-DataCube/AgiBotWorld-Beta_G1_task_422_Packaging_items_for_industrial_logistics.MoRoOp
MoRoOp: A Dataset of Autonomous Mobile Robot Operations in Production Logistics
MoRoOp contains 72 hours of operational data from an autonomous mobile robot (AMR). The data was recorded at the KTH IPU Lab as part of the Self-Organizing Production Logistics (SOPL) project. The current release (1.0.0) covers five consecutive days, 2026-07-27 through 2026-07-31, organized into morning and evening shifts.
Data organization
The data/ directory contains one folder for… See the full description on the dataset page: https://huggingface.co/datasets/Self-Organizing-Production-Logistics/MoRoOp.articulated-logistics-cages
projectsim Logistics Cages
Try it before you download. Open the Cages tab in projectsim Lab,
swivel the casters and roll the wheels, then copy the API call that generates a set like it.
projectsim by Kaedim — sim-ready 3D assets for robot learning. Open in your engine in one paste.
Warehouse wire roll cages with articulated swivel casters, rolling wheels, and drop gates — joint chains included. Every asset is a reduced-coordinate articulation with
per-link mass and… See the full description on the dataset page: https://huggingface.co/datasets/projectsim/articulated-logistics-cages.us-warehouse-trucking-logistics-layoffs-warn-act-notices-daily
US warehouse, trucking and logistics layoffs — the actual WARN Act filings, rebuilt every day
Last rebuilt: 2026-09-24. 1,888 layoff and closure notices filed by
warehouses, fulfillment and distribution centers, trucking and LTL carriers, freight forwarders and 3PLs, parcel and courier networks, school-bus and transit contractors, ports and rail, and parking operators with US state labor departments — 226,657 workers,
794 employers, 45 states, 1990–2026.
626 of the notices… See the full description on the dataset page: https://huggingface.co/datasets/APProjects/us-warehouse-trucking-logistics-layoffs-warn-act-notices-daily.Logistics_v2_yolov8ai-generated-ecommerce-fake-logisticslogistics-operations
Logistics Operations Database
About this Dataset
What's Inside
A complete operational database from a fictional Class 8 trucking company spanning three years. This isn't scraped web data or simplified tutorial content—it's a realistic simulation built from 12 years of real-world logistics experience, designed specifically for analysts transitioning into supply chain and transportation domains.
The dataset contains 85,000+ records across 14 interconnected tables… See the full description on the dataset page: https://huggingface.co/datasets/yogape/logistics-operations.Rail_Freight_Logistics_Company_Email_Archive_Sample
Ukrainian Rail-Freight Correspondence Corpus (Sample)
Real operational correspondence from a working freight forwarding business, and the
documents attached to it — consignment notes, service acts, invoices, wagon
manifests. Not scraped, not synthetic, and never published anywhere before.
This is a de-identified sample released for evaluation. It is drawn from a larger
private archive; see Full archive below.
Published by Akuma London · akumalondon.com
Why this… See the full description on the dataset page: https://huggingface.co/datasets/akumalondon/Rail_Freight_Logistics_Company_Email_Archive_Sample.smart-logistics-delay-split-v0
Smart Logistics delay split v0 (frozen)
The 1,000-row Kaggle Smart Logistics Supply Chain Dataset (user ziya07, listed as CC0 on
https://www.kaggle.com/datasets/ziya07/smart-logistics-supply-chain-dataset when read on
2026-09-03) together with the exact 800/200 ShareGPT-style JSONL split on which
Yuchiwang02/Llama-3.2-1B-DelaySentinel
was fine-tuned in September 2025.
What this dataset makes possible
A complete, worked example of label leakage, small enough to… See the full description on the dataset page: https://huggingface.co/datasets/Yuchiwang02/smart-logistics-delay-split-v0.logistics_shipment_delay_predictive_analysisnyc-nj-military-logistics-tracker
NYC-Metro Military Supply Chain Tracker
Canonical, always-current version: https://wecanbreakthechain.com/tracker/ (company index: https://wecanbreakthechain.com/companies/).
An open, audited dataset of the 39 companies with a documented role moving military cargo through the New York and New Jersey region: JFK Airport, Port Newark/Elizabeth, and the Brooklyn Navy Yard. Maintained by Break the Chain, the NYC DSA Anti-War Working Group.
License: CC0 1.0 (public domain). Reuse… See the full description on the dataset page: https://huggingface.co/datasets/break-the-chain-dsa/nyc-nj-military-logistics-tracker.south-america-logistics-quarterly
South America Logistics — Quarterly Dataset
South America regional road / rail / city-delivery shipments, aggregated and
published once per quarter. Covers Brazil (BR) and Argentina (AR).
Current quarter: 2026-Q1 · Rows: 13,000 · Format: Parquet (snappy)
Coverage
Region
Country
Description
BR
Brazil
Highway (road), rail and urban city-delivery legs, primarily from São Paulo (SP) hub
AR
Argentina
Corridors coordinated with the Buenos Aires (CABA)… See the full description on the dataset page: https://huggingface.co/datasets/toolathon123/south-america-logistics-quarterly.logistics-cx-transcript-analysis-chatml
OmniCX Logistics CX Dataset (Research Preview)
Dataset Summary
This dataset is designed for structured extraction of logistics and customer-experience (CX) signals from multi-turn support conversations.
Each record uses ChatML-style messages with:
a fixed system instruction
a user transcript
an assistant JSON payload matching LogisticsCXMetrics
This release is a research preview and should not be treated as a production-certified benchmark.
Project repository:… See the full description on the dataset page: https://huggingface.co/datasets/mangesh-ux/logistics-cx-transcript-analysis-chatml.south-america-logistics-costs-monthly
South America Logistics Costs — Monthly
Merged, cleaned, deduplicated Brazil + Argentina logistics cost dataset. All monetary values converted to BRL (R$).
Contents
data/south_america_logistics_costs_cleaned.{csv,parquet} — final detailed dataset (unified schema, BRL, imputation flags).
data/monthly_summary.{csv,parquet} — monthly × region aggregates (total cost, avg BRL/km, fuel share).
data/top_high_cost_routes.{csv,parquet} — top-5 high-cost routes per month &… See the full description on the dataset page: https://huggingface.co/datasets/toolathon123/south-america-logistics-costs-monthly.nigerian_transport_and_logistics_reverse_logistics
Nigeria Transport & Logistics – Reverse Logistics | Africa (Electric Sheep Africa metadata inventory)
Size category: 100K<n<1M - Formats: parquet - Sector: infrastructure_transport - Engineered by Electric Sheep Africa
TL;DR
This dataset is part of the Electric Sheep Africa catalog on Hugging Face. It is indexed for African data discovery with standardized metadata, loading guidance, provenance notes, and analyst-oriented context.
What This Dataset… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/nigerian_transport_and_logistics_reverse_logistics.logistics_golden_development_pilot
Logistics Golden Set Development Pilot
About This Dataset
The goal was to come up with an initial 15 logistics scenarios that will be used to conduct experiments around SFT and RL of models.
This dataset is purely taking standard logistical processes and breaking them down into individualized steps.
Anyone is welcome to use this dataset as they see fit, there will be others made in the future to build this out even further.
My socials are available on my profile… See the full description on the dataset page: https://huggingface.co/datasets/JHWiggins/logistics_golden_development_pilot.nigerian_transport_and_logistics_freight_cost_pricing
Nigeria Transport & Logistics – Freight Cost & Pricing | Africa (Electric Sheep Africa metadata inventory)
Size category: 100K<n<1M - Formats: parquet - Sector: economics_finance - Engineered by Electric Sheep Africa
TL;DR
This dataset is part of the Electric Sheep Africa catalog on Hugging Face. It is indexed for African data discovery with standardized metadata, loading guidance, provenance notes, and analyst-oriented context.
What This Dataset… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/nigerian_transport_and_logistics_freight_cost_pricing.defense_logistics_stochastic_simulation
Defense Logistics Simulation Suite (TsFile)
Apache TsFile version of AIMindTeams/defense-logistics-stochastic-simulation.
Overview
Mission-critical supply-chain telemetry engineered for zero-drift mathematical precision and high-stakes stochastic chaos.
This is a high-fidelity synthetic dataset representing a Tier-3 End Unit (Forward Operating Base) operating under continuous stress and operational surges. It is designed to bridge the gap between "clean" academic… See the full description on the dataset page: https://huggingface.co/datasets/THULab/defense_logistics_stochastic_simulation.nigerian_transport_and_logistics_environmental_impact
Nigeria Transport & Logistics – Environmental Impact | Africa (Electric Sheep Africa metadata inventory)
Size category: 100K<n<1M - Formats: parquet - Sector: climate_environment - Engineered by Electric Sheep Africa
TL;DR
This dataset is part of the Electric Sheep Africa catalog on Hugging Face. It is indexed for African data discovery with standardized metadata, loading guidance, provenance notes, and analyst-oriented context.
What This Dataset… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/nigerian_transport_and_logistics_environmental_impact.nigerian_transport_and_logistics_port_shipping
Nigeria Transport & Logistics – Port & Shipping | Africa (Electric Sheep Africa metadata inventory)
Size category: 100K<n<1M - Formats: parquet - Sector: infrastructure_transport - Engineered by Electric Sheep Africa
TL;DR
This dataset is part of the Electric Sheep Africa catalog on Hugging Face. It is indexed for African data discovery with standardized metadata, loading guidance, provenance notes, and analyst-oriented context.
What This Dataset… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/nigerian_transport_and_logistics_port_shipping.drone-logistics-cot-datasetlogistics-southamerica-quality
Logistics Quality – South America (Brazil & Argentina)
Live shipment records collected from the South American (Brazil / Argentina) logistics
network for service-quality monitoring and improvement. This dataset supports complaint
type classification of customer feedback, on-time/damage KPI reporting, and route-level
hotspot analysis (with special attention to cross-border corridors such as
São Paulo → Buenos Aires).
Collection & real-time nature
Records are… See the full description on the dataset page: https://huggingface.co/datasets/toolathon123/logistics-southamerica-quality.nigerian_transport_and_logistics_maintenance_logs
Nigeria Transport & Logistics – Maintenance & Repair Logs | Africa (Electric Sheep Africa metadata inventory)
Size category: 100K<n<1M - Formats: parquet - Sector: infrastructure_transport - Engineered by Electric Sheep Africa
TL;DR
This dataset is part of the Electric Sheep Africa catalog on Hugging Face. It is indexed for African data discovery with standardized metadata, loading guidance, provenance notes, and analyst-oriented context.
What This… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/nigerian_transport_and_logistics_maintenance_logs.monthly-merged-africa-logistics-2026-07
toolathon123/monthly-merged-africa-logistics-2026-07
Automatically merged monthly logistics dataset for Africa.
Reporting month: 2026-07 Rows: 162 Built: 2026-08-13 14:47 UTC
Source datasets (Hugging Face Hub)
Source
Repo
Units (input)
Date format (input)
South Africa
toolathon123/sa-logistics-monthly
km / liters
YYYY-MM-DD
Egypt
toolathon123/egypt-logistics-monthly
miles / gallons
DD/MM/YYYY
Transformation summary
Loaded both… See the full description on the dataset page: https://huggingface.co/datasets/toolathon123/monthly-merged-africa-logistics-2026-07.salla-zid-fulfillment-logistics-benchmark
Saudi Salla & Zid Merchants Cross-Border US Fulfillment Benchmark (2026)
Operational benchmark on supply chain integration between US wholesale distributors and Saudi merchant stores hosted on Salla and Zid, published by AQX Logistics.
Authoritative Links
AQX Logistics: https://aqxlogistics.com
Salla & Zid Shipping Articles: https://aqxlogistics.com/blog
Locker Sourcing Portal: https://aqxlogistics.com/services
Salla Integration SDK:… See the full description on the dataset page: https://huggingface.co/datasets/aqxlogistics/salla-zid-fulfillment-logistics-benchmark.nigerian_transport_and_logistics_aircraft_maintenance
Nigeria Transport & Logistics – Aircraft Maintenance Logs | Africa (Electric Sheep Africa metadata inventory)
Size category: 100K<n<1M - Formats: parquet - Sector: infrastructure_transport - Engineered by Electric Sheep Africa
TL;DR
This dataset is part of the Electric Sheep Africa catalog on Hugging Face. It is indexed for African data discovery with standardized metadata, loading guidance, provenance notes, and analyst-oriented context.
What This… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/nigerian_transport_and_logistics_aircraft_maintenance.nigerian_transport_and_logistics_traffic_flow
Nigeria Transport & Logistics – Traffic Flow | Africa (Electric Sheep Africa metadata inventory)
Size category: 100K<n<1M - Formats: parquet - Sector: infrastructure_transport - Engineered by Electric Sheep Africa
TL;DR
This dataset is part of the Electric Sheep Africa catalog on Hugging Face. It is indexed for African data discovery with standardized metadata, loading guidance, provenance notes, and analyst-oriented context.
What This Dataset… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/nigerian_transport_and_logistics_traffic_flow.nigerian_transport_and_logistics_order_management
Nigeria Transport & Logistics – Order Management | Africa (Electric Sheep Africa metadata inventory)
Size category: 100K<n<1M - Formats: parquet - Sector: infrastructure_transport - Engineered by Electric Sheep Africa
TL;DR
This dataset is part of the Electric Sheep Africa catalog on Hugging Face. It is indexed for African data discovery with standardized metadata, loading guidance, provenance notes, and analyst-oriented context.
What This Dataset… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/nigerian_transport_and_logistics_order_management.nigerian_transport_and_logistics_shipment_tracking
Nigeria Transport & Logistics – Shipment Tracking | Africa (Electric Sheep Africa metadata inventory)
Size category: 100K<n<1M - Formats: parquet - Sector: infrastructure_transport - Engineered by Electric Sheep Africa
TL;DR
This dataset is part of the Electric Sheep Africa catalog on Hugging Face. It is indexed for African data discovery with standardized metadata, loading guidance, provenance notes, and analyst-oriented context.
What This Dataset… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/nigerian_transport_and_logistics_shipment_tracking.africa-logistics-senegal
Essential Medicines Stockouts (Tracer Drugs, Availability, Supply Chain, Patient Impact) | Africa (Electric Sheep Africa metadata inventory)
Size category: 10K<n<100K - Formats: csv - Sector: health - Engineered by Electric Sheep Africa
TL;DR
This dataset is part of the Electric Sheep Africa catalog on Hugging Face. It is indexed for African data discovery with standardized metadata, loading guidance, provenance notes, and analyst-oriented context.… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-logistics-senegal.