datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
electronic-components-supply-chain
Electronic Components Supply Chain Dataset
Dataset Description
This dataset contains 791 electronic components collected from the Nexar API, enriched with supply chain risk analysis and supplier information. The dataset combines general electronic components and telecom-specific components, designed for supply chain transparency research, risk assessment, and component sourcing analysis.
Dataset Summary
Total Components: 791
Source: Nexar API (via Octopart)… See the full description on the dataset page: https://huggingface.co/datasets/mdnh/electronic-components-supply-chain.SupplyChainDatasetSupplyChainDatasetsupplychain-agent-input-samples
Supply Chain Agent Input Samples
Synthetic input samples for a five-agent supply-chain platform
(aizenio/supplychain-ops).
Each row is one internally consistent snapshot that satisfies the input
contract of every agent skill — 67 columns covering demand forecasting,
inventory monitoring, logistics/shipment evaluation, anomaly detection and
strategic analysis. A single row can be fed to any agent without
post-processing.
Why it exists
The agents needed realistic… See the full description on the dataset page: https://huggingface.co/datasets/Parthsoni10/supplychain-agent-input-samples.supply_chain_analysisisomorph-supply-chain-benchmark
ISOMORPH Full
The full ISOMORPH dataset release: 49 rollouts spanning two baselines,
27 mixture scenarios, and 20 Latin-hypercube UQ perturbations. We
release multivariate logistics time-series data generated by a
digital-twin (DT) simulator of a multi-echelon supply chain with an
explicit routing network, with the underlying dynamics formulated as
a Markov chain. All runs use seed 2025 and horizon T = 52,560.
Overview
The simulator advances a directed routing graph of… See the full description on the dataset page: https://huggingface.co/datasets/Isomorph2026/isomorph-supply-chain-benchmark.tremorwatch-supply-chain-risk-v1
TremorWatch Supply Chain Risk — v1
AI-summarized global supply chain risk events with chokepoint exposure
mapping. Snapshot 2026-05-12.
🌐 Explore the live, browsable version
The Parquet bundle below is a point-in-time snapshot. The browsable site
keeps the same data updated daily and adds per-event AI briefs, KO/JA
translations, and a live map.
Map + event feed: tremorwatch.com
Chokepoints (Hormuz, Malacca, Suez, Taiwan Strait, …): tremorwatch.com/chokepoints… See the full description on the dataset page: https://huggingface.co/datasets/Volt-AI/tremorwatch-supply-chain-risk-v1.supply-chain-track-trace
Supply Chain Integrity & Track-and-Trace (Serialization, Diversion, SF Entry) | 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.
What This… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/supply-chain-track-trace.supply-chain-analysis-assignment
Supply Chain Disruption & Recovery Analysis
🎥 Presentation Video
📊 Project Overview
This project explores a dataset of 100,000 supply chain disruption events. The goal is to identify key factors influencing financial loss and recovery time.
Key Insights from EDA:
Costliest Disruption: Cyber Attacks result in the highest average revenue loss.
Production Impact: There is a strong correlation (0.76) between disruption severity and production impact.… See the full description on the dataset page: https://huggingface.co/datasets/IdoTreibatch/supply-chain-analysis-assignment.supply-chain-buffer-exhaustion-v0.1
supply-chain-buffer-exhaustion-v0.1
What this dataset does
This dataset evaluates whether models can detect supply chain instability arising from inventory pressure and logistics delay.
Each row represents a simplified supply-chain scenario across three time steps.
The task is to determine whether the system remains stable or moves toward inventory collapse.
Core stability idea
Supply chains rarely fail because of demand alone.
Instead instability emerges from… See the full description on the dataset page: https://huggingface.co/datasets/ClarusC64/supply-chain-buffer-exhaustion-v0.1.vynfi-supply-chain-ocel
VynFi Supply Chain OCEL (v5.29 SOTA mode)
Native OCEL 2.0 event log for a 5-company manufacturing supply
chain. Sister dataset to
VynFi/vynfi-journal-entries-1m
— same v5.29 generator, same SOTA-N behavioral lever stack + central
ConcentrationPipeline, but materialised as an object-centric event
log (events + objects + relationships) instead of a flat GL.
Why four configs
OCEL 2.0 is a multi-table schema by design. Selecting just one
"default" split would lose 90 %… See the full description on the dataset page: https://huggingface.co/datasets/VynFi/vynfi-supply-chain-ocel.africa-synth-pharma-supply-chain-integrity-all
Pharmaceutical Supply Chain Integrity (SSA) | 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.
What This Dataset Covers
Health datasets… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-synth-pharma-supply-chain-integrity-all.africa-synth-retail-and-ecommerce-supply-chain-logistics-data-nigeria
Supply Chain Logistics Data | Africa (Electric Sheep Africa metadata inventory)
Size category: 100K<n<1M - Formats: parquet - Sector: culture_language - 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… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-synth-retail-and-ecommerce-supply-chain-logistics-data-nigeria.isomorph-supply-chain-sample
ISOMORPH Sample
A single-rollout subset of the ISOMORPH release, intended for users
who want to inspect file formats and run loaders before pulling the
full dataset. We release multivariate logistics time-series data
generated by a digital-twin (DT) simulator of a multi-echelon supply
chain with an explicit routing network, with the underlying dynamics
formulated as a Markov chain.
Overview
The simulator advances a directed routing graph of factories,
intermediate… See the full description on the dataset page: https://huggingface.co/datasets/Isomorph2026/isomorph-supply-chain-sample.supply-chain-contractsclinical-quad-supply-chain-dose-interruptions-exposure-gaps-efficacy-loss-v0.1Clinical Quad Supply Chain Dose Interruptions Exposure Gaps Efficacy Loss v0.1
Each row is a site week snapshot.
Core quad
Supply chain reliabilityDose interruptionsExposure gapsEfficacy loss
Target
label_efficacy_loss_next_60d
Files
data/train.csvdata/tester.csvscorer.py
Evaluation
Run model on data/tester.csvReturn predictions row alignedScore with scorer.py
License
MIT
This dataset identifies a measurable coupling pattern associated with systemic instability.
The sample demonstrates the… See the full description on the dataset page: https://huggingface.co/datasets/ClarusC64/clinical-quad-supply-chain-dose-interruptions-exposure-gaps-efficacy-loss-v0.1.nigerian_retail_and_ecommerce_supply_chain_logistics_data
Supply Chain Logistics Data
Dataset Description
Comprehensive supply chain logistics data for Nigerian retail and e-commerce analysis
Dataset Information
Category: Product and Inventory
Industry: Retail & E-Commerce
Country: Nigeria
Format: CSV, Parquet
Rows: 400,000
Columns: 12
Date Generated: 2025-10-06
Location: data/supply_chain_logistics_data/
License: GPL
Schema
Column
Type
Sample Values
shipment_id
String
SHIP0000000… See the full description on the dataset page: https://huggingface.co/datasets/Destine234/nigerian_retail_and_ecommerce_supply_chain_logistics_data.africa-supply-chain-vendor-attacks
Supply Chain & Third-Party Vendor Attacks (Africa) | Africa (Electric Sheep Africa metadata inventory)
Size category: 10K<n<100K - Formats: parquet, optimized-parquet - Sector: governance_security - 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-supply-chain-vendor-attacks.SupplyChain_Risk_Prediction_Forecastgreen-supply-chain-demand
Green Supply Chain Cobb–Douglas Demand Dataset
Dataset Description
This dataset contains simulated observations of retail price (p), greening effort (g), and market demand (D) generated using the Cobb–Douglas demand model.
The dataset is designed for research and machine learning experiments related to sustainable supply chains, demand prediction, and economic modelling. In green supply chain systems, demand is often influenced by both the selling price of the… See the full description on the dataset page: https://huggingface.co/datasets/Mittalyash/green-supply-chain-demand.global-food-supply-chain-models-and-dataSupplyChainDatasetglobal-supplychain-risk-logistic