datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
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 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.ai-generated-ecommerce-fake-logisticssmoltrace-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.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.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.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_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_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.nigerian_transport_and_logistics_marine_weather_navigation
Nigeria Transport & Logistics – Marine Weather & Navigation | 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_marine_weather_navigation.drone-logistics-cot-datasetnigerian_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.drone-logistics-datasetnigerian_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_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_accident_incidents
Nigeria Transport & Logistics – Accident & Incident Records | 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_accident_incidents.nigerian_transport_and_logistics_customs_clearance
Nigeria Transport & Logistics – Customs & Clearance | 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_customs_clearance.nigerian_transport_and_logistics_eta_accuracy
Nigeria Transport & Logistics – ETA Accuracy | 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_eta_accuracy.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.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.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.nigerian_transport_and_logistics_cold_chain
Nigeria Transport & Logistics – Cold Chain Monitoring | 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_cold_chain.nigerian_transport_and_logistics_fuel_consumption
Nigeria Transport & Logistics – Fuel Consumption | Africa (Electric Sheep Africa metadata inventory)
Size category: 100K<n<1M - Formats: parquet - Sector: energy - 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… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/nigerian_transport_and_logistics_fuel_consumption.nigerian_transport_and_logistics_toll_stop_delay
Nigeria Transport & Logistics – Toll, Stop & Delay Events | 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_toll_stop_delay.nigerian_transport_and_logistics_drone_delivery
Nigeria Transport & Logistics – Drone Delivery | 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_drone_delivery.nigerian_transport_and_logistics_road_network_maps
Nigeria Transport & Logistics – Road Network Maps | 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_road_network_maps.nigerian_transport_and_logistics_inventory_forecasting
Nigeria Transport & Logistics – Inventory Forecasting | 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_inventory_forecasting.