datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
Logistics_v2_yolov8MoRoOp
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.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.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 a one-line download command for Isaac Sim, MuJoCo, usdview or Blender.
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… See the full description on the dataset page: https://huggingface.co/datasets/projectsim/articulated-logistics-cages.xhs-image-extractor-20260314115142ai-generated-ecommerce-fake-logisticsRail_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.logistics_shipment_delay_predictive_analysissmart-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.nyc-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.smoltrace-logistics-tasks
SMOLTRACE Synthetic Dataset
This dataset was generated using the TraceMind MCP Server's synthetic data generation tools.
Dataset Info
Tasks: 100
Format: SMOLTRACE evaluation format
Generated: AI-powered synthetic task generation
Usage with SMOLTRACE
from datasets import load_dataset
# Load dataset
dataset = load_dataset("MCP-1st-Birthday/smoltrace-logistics-tasks")
# Use with SMOLTRACE
# smoltrace-eval --model openai/gpt-4 --dataset-name… See the full description on the dataset page: https://huggingface.co/datasets/MCP-1st-Birthday/smoltrace-logistics-tasks.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.weiboDataWithCommentByThemelogistics-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.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_atc_logs
Nigeria Transport & Logistics – Air Traffic Control 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_atc_logs.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.logistic_resultnigerian_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.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.nigerian_transport_and_logistics_warehouse_inventory_dispatch
Nigeria Transport & Logistics – Warehouse Inventory & Dispatch | 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… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/nigerian_transport_and_logistics_warehouse_inventory_dispatch.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.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.xhs-image-extractor-v2richhf-with-latent-image-rewardnigerian_transport_and_logistics_smart_city_mobility
Nigeria Transport & Logistics – Smart City Mobility | 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_smart_city_mobility.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.africa-logistics-kenya
Paved roads as a Percentage of total roads in Kenya | Africa (original)
Size category: n<1K - Formats: parquet - Sector: humanitarian_development - 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 Covers
Public datasets help… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-logistics-kenya.drone-logistics-datasetdrone-logistics-cot-dataset