datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
us-airline-aerospace-defense-layoffs-warn-act-notices-daily
US airline, aerospace and defense layoffs — the actual WARN Act filings, rebuilt every day
Last rebuilt: 2026-09-23. 1,551 layoff and closure notices filed by
airlines and regional carriers, airport ground-handling and catering contractors, aircraft and engine makers, avionics and airfoil shops, and defense and space primes and their suppliers with US state labor departments — 308,032 workers,
301 employers, 45 states, 1989–2026.
172 of the notices (11.1%) were recorded by the… See the full description on the dataset page: https://huggingface.co/datasets/APProjects/us-airline-aerospace-defense-layoffs-warn-act-notices-daily.imdb-poisoned-50-bddr-word-deletion-defenseimdb-poisoned-25-bddr-word-deletion-defensewmdp-defense-demoimdb-clean-bddr-word-deletion-defenseimdb-poisoned-75-bddr-word-deletion-defensenfl-defense-motion-adjustment-coherence-risk-v0.1What this repo is for
Detect when motion creates defensive breakdown risk.
Focus
motion type
adjustment speed
communication clarity
gap integrity
assignment clarity
Why it matters
Explosive plays often start with motion confusion.
cybersecurity-defense-datasetdefense-logistics-stochastic-simulation
Defense Logistics Simulation Suite (5,000-Hour Sample)
Mission-critical supply chain telemetry engineered for zero-drift mathematical precision and high-stakes stochastic chaos.
Overview
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 datasets and the messy reality of edge-node logistics.
This 5… See the full description on the dataset page: https://huggingface.co/datasets/AIMindTeams/defense-logistics-stochastic-simulation.defense-logistics-stochastic-simulation
Defense Logistics Simulation Suite (5,000-Hour Sample)
Mission-critical supply chain telemetry engineered for zero-drift mathematical precision and high-stakes stochastic chaos.
Overview
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 datasets and the messy reality of edge-node… See the full description on the dataset page: https://huggingface.co/datasets/dhruvrajpal/defense-logistics-stochastic-simulation.nfl-playcall-defense-coherence-risk-v0.1What this repo is for
Detect pre-snap mismatch between play call and defensive look.
Focus
personnel vs personnel
formation and motion vs shell
play type vs pressure hint
Why it matters
Many failed plays are decided before the snap.
Mismatch drives sacks, negative runs, and turnovers.
nba-transition-defense-coherence-risk-v0.1What this repo is for
Detect transition defense breakdown risk.
Focus
floor balance after miss or turnover
matchup assignment speed
ball stop quality
rim protection state
corner coverage
Why it matters
Transition points swing games.
Live-ball turnovers plus poor balance is the warning.
reputation-defense-benchmarks
Reputation Defense Benchmarks
Benchmark dataset of 20 reputation defense cases with individual scores for risk, trust signal, search defense, profile defense, review defense, and listing defense — plus threat type classification across industries.
Built by OF-Defend.co.
Dataset Description
This dataset contains benchmark data for the Reputation Defender platform — helping individuals, creators, and businesses monitor, identify, and respond to online reputation… See the full description on the dataset page: https://huggingface.co/datasets/of-defend/reputation-defense-benchmarks.defense_industry_expanded_dataset_with_damageThis dataset, created by Bayram Eker, is an extended collection related to the defense industry, including damage information. It is hosted on the Hugging Face platform and is available for researchers and developers.
Data Disclaimer
The data in this dataset has been randomly generated and does not represent real-world events, entities, or scenarios. It has been created solely for research, experimentation, and testing purposes in machine learning and related fields.
Intended Use
This dataset… See the full description on the dataset page: https://huggingface.co/datasets/bayrameker/defense_industry_expanded_dataset_with_damage.defense_industry_detailed_datasetThis dataset, created by Bayram Eker, is an extended collection related to the defense industry, including damage information. It is hosted on the Hugging Face platform and is available for researchers and developers.
Data Disclaimer
The data in this dataset has been randomly generated and does not represent real-world events, entities, or scenarios. It has been created solely for research, experimentation, and testing purposes in machine learning and related fields.
Intended Use
This dataset… See the full description on the dataset page: https://huggingface.co/datasets/bayrameker/defense_industry_detailed_dataset.nba-shot-selection-defense-coherence-risk-v0.1What this repo is for
Detect poor shot selection before scoring drop.
Focus
shot type vs defender distance
spacing
clock pressure
ball movement
Why it matters
Shot quality drives efficiency.
Bad selections repeat as patterns.
clinical-differential-defense-refutation-mapping-v0.1What this dataset tests
Whether a model can defend a primary diagnosis as a coherent mechanismand refute close competitors using evidence-linked discriminators.
Required outputs
primary_diagnosis_defense
competitor_refutations
decisive_discriminators
Typical failures
arguing probability instead of mechanism
refuting competitors without pointing to a specific conflict
naming tests that are not tied to the differential
Suggested prompt wrapper
System
You write a coherence… See the full description on the dataset page: https://huggingface.co/datasets/ClarusC64/clinical-differential-defense-refutation-mapping-v0.1.defense-sector-cyber-security-protocols