datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
aviation-safety-occurrences
Aviation Safety Occurrences (1902–2026)
223,623 aircraft accident and incident records, consolidated from 124 official
accident-investigation authorities into one table with a shared schema.
Every row links back to the investigating authority's own report through
report_url. Nothing here is a summary of a summary: the point of the dataset is
that the records national bodies publish in 124 different formats, with 124
different field names and 124 different search forms, become… See the full description on the dataset page: https://huggingface.co/datasets/himaxym/aviation-safety-occurrences.faa-aviation-safety-rollups
FAA wildlife strikes, laser incidents and drone sightings — analysis-ready rollups
Three United States FAA safety datasets, cleaned and rolled up into small tabular
files you can load without touching the source archives.
This is not a copy of the FAA's raw releases. Those are already public and
large. What is here is the part that does not exist upstream in this form:
stable slugs, consistent naming, and per-airport / per-species / per-state /
per-aircraft / per-year rollups… See the full description on the dataset page: https://huggingface.co/datasets/himaxym/faa-aviation-safety-rollups.ntsb-aviation-accidents
NTSB Aviation Records 2008–August 2026
1,000-row public sample; full dated six-table snapshot: $79 once.
31,124 NTSB events across six verified tables, with preserved source fields, validated joins and separately typed dates, injury counts and decimal coordinates.
Rebuilt from the official September 1, 2026 avall.zip revision retrieved September 19, 2026. Actual event coverage is 2008-01-01 through 2026-08-27.
The sample is the first 1,000 events ordered by ev_id. It is… See the full description on the dataset page: https://huggingface.co/datasets/claritystorm/ntsb-aviation-accidents.code-aviation-civile
Code de l'aviation civile, non-instruct (2025-09-20)
The objective of this project is to provide researchers, professionals and law students with simplified, up-to-date access to all French legal texts, enriched with a wealth of data to facilitate their integration into Community and European projects.
Normally, the data is refreshed daily on all legal codes, and aims to simplify the production of training sets and labeling pipelines for the development of free, open-source language… See the full description on the dataset page: https://huggingface.co/datasets/louisbrulenaudet/code-aviation-civile.aviation-flight-control-phase-space-baseline-modeling-v0.1What this dataset tests
Whether a system can model the normal control phase-space attractor
for fly-by-wire surface channels.
The target is phase-space geometry:
dispersion
hysteresis
overshoot
lag
energy efficiency.
Required outputs
phase_space_coherence_index
baseline_dispersion_envelope
command_response_lag_profile
control_energy_efficiency
baseline_confidence
Scoring conventions
indices range 0 to 1
dispersion envelope is a low-high interval
lag profile is p50 and p95 in… See the full description on the dataset page: https://huggingface.co/datasets/ClarusC64/aviation-flight-control-phase-space-baseline-modeling-v0.1.africa-aviation-tunisia
Airports in Tunisia | Africa (original)
Size category: n<1K - 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 Covers
Public datasets help analysts inspect structured… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-aviation-tunisia.africa-owid-per-capita-co2-emissions-from-domestic-aviation
Per Capita Co2 Emissions From Domestic Aviation | Africa (Our World in Data) | Africa (Electric Sheep Africa metadata inventory)
Size category: n<1K - 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.… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-owid-per-capita-co2-emissions-from-domestic-aviation.africa-aviation-ethiopia
Airports in Ethiopia | Africa (original)
Size category: n<1K - 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 Covers
Public datasets help analysts inspect structured… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-aviation-ethiopia.africa-aviation-lesotho
Airports in Lesotho | Africa (original)
Size category: n<1K - 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 Covers
Public datasets help analysts inspect structured… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-aviation-lesotho.africa-aviation-egypt
Airports in Egypt | Africa (original)
Size category: n<1K - 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 Covers
Public datasets help analysts inspect structured evidence… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-aviation-egypt.aviation-pilot-vehicle-loop-coherence-state-estimation-v0.1What this dataset tests
Whether a system can estimate the coherenceof the pilot–aircraft control loopduring abnormal phases.
Key insightLoss of control beginswith loop misalignmentbefore any hard limits are exceeded.
Required outputs
loop_coherence_index
resonance_stability_band
control_lag_profile
correction_efficiency_score
baseline_deviation
Use case
Layer one of Pilot–Vehicle Loop Coherence Under Stress.Feeds attribution and adaptive intervention systems.
africa-aviation-mali
Airports in Mali | Africa (original)
Size category: n<1K - 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 Covers
Public datasets help analysts inspect structured evidence… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-aviation-mali.africa-aviation-south-africa
Airports in South Africa | Africa (original)
Size category: n<1K - 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 Covers
Public datasets help analysts inspect structured… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-aviation-south-africa.africa-aviation-nigeria
Airports in Nigeria | Africa (original)
Size category: n<1K - 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 Covers
Public datasets help analysts inspect structured… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-aviation-nigeria.aviation-propulsion-aerodynamics-coherence-baseline-v0.1What this dataset tests
Whether a system can model the normal coupling
between propulsion parameters and aerodynamic state.
The signal is relationship shape and lag
not threshold breaches.
Required outputs
coupling_coherence_index
baseline_correlation_matrix
phase_alignment_score
stability_envelope
lag_profile
baseline_confidence
Scoring conventions
all scores range 0 to 1
stability envelope is a low-high interval
lag profile describes expected response delays in seconds… See the full description on the dataset page: https://huggingface.co/datasets/ClarusC64/aviation-propulsion-aerodynamics-coherence-baseline-v0.1.asia-aviation-ourairports-jordan
Airports in Jordan
Publisher: OurAirports · Source: HDX · License: Public Domain · Updated: 2026-01-24
Abstract
List of airports in Jordan, with latitude and longitude. Unverified community data from http://ourairports.com/countries/JO/
Each row in this dataset represents first-level administrative unit observations. Data was last updated on HDX on 2026-01-24. Geographic scope: JOR.
Curated into ML-ready Parquet format by Electric Sheep Africa.
Dataset… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepasia/asia-aviation-ourairports-jordan.africa-aviation-senegal
Airports in Senegal | Africa (original)
Size category: n<1K - 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 Covers
Public datasets help analysts inspect structured… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-aviation-senegal.africa-aviation-uganda
Airports in Uganda | Africa (original)
Size category: n<1K - 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 Covers
Public datasets help analysts inspect structured evidence… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-aviation-uganda.asia-aviation-ourairports-saudi-arabia
Airports in Saudi Arabia
Publisher: OurAirports · Source: HDX · License: Public Domain · Updated: 2026-04-17
Abstract
List of airports in Saudi Arabia, with latitude and longitude. Unverified community data from http://ourairports.com/countries/SA/
Each row in this dataset represents first-level administrative unit observations. Data was last updated on HDX on 2026-04-17. Geographic scope: SAU.
Curated into ML-ready Parquet format by Electric Sheep Africa.… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepasia/asia-aviation-ourairports-saudi-arabia.africa-aviation-south-sudan
Airports in South Sudan | Africa (original)
Size category: n<1K - 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 Covers
Public datasets help analysts inspect structured… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-aviation-south-sudan.africa-aviation-zimbabwe
Airports in Zimbabwe | Africa (original)
Size category: n<1K - 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 Covers
Public datasets help analysts inspect structured… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-aviation-zimbabwe.asia-aviation-ourairports-uae
Airports in United Arab Emirates
Publisher: OurAirports · Source: HDX · License: Public Domain · Updated: 2026-05-01
Abstract
List of airports in United Arab Emirates, with latitude and longitude. Unverified community data from http://ourairports.com/countries/AE/
Each row in this dataset represents first-level administrative unit observations. Data was last updated on HDX on 2026-05-01. Geographic scope: ARE.
Curated into ML-ready Parquet format by Electric Sheep… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepasia/asia-aviation-ourairports-uae.asia-aviation-ourairports-afghanistan
Airports in Afghanistan
Publisher: OurAirports · Source: HDX · License: Public Domain · Updated: 2026-04-07
Abstract
List of airports in Afghanistan, with latitude and longitude. Unverified community data from http://ourairports.com/countries/AF/
Each row in this dataset represents first-level administrative unit observations. Data was last updated on HDX on 2026-04-07. Geographic scope: AFG.
Curated into ML-ready Parquet format by Electric Sheep Africa.… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepasia/asia-aviation-ourairports-afghanistan.us-adventure-aviation-ntsb-2026
US Adventure Aviation Operators vs. NTSB Federal Accident Records (2026)
Sector-level matching of 4,278 US adventure aviation operators — air tours,
balloon rides, and skydiving — against the NTSB permanent federal accident
record (49 CFR Part 830 mandatory filings). 1,932 accident records matched,
including 448 fatal accidents.
Key finding: the mandatory federal disclosure regime produces a complete
safety record, but consumers booking these experiences have no practical… See the full description on the dataset page: https://huggingface.co/datasets/shawnzreports/us-adventure-aviation-ntsb-2026.africa-aviation-madagascar
Airports in Madagascar | Africa (original)
Size category: n<1K - 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 Covers
Public datasets help analysts inspect structured… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-aviation-madagascar.africa-aviation-botswana
Airports in Botswana | Africa (original)
Size category: n<1K - 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 Covers
Public datasets help analysts inspect structured… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-aviation-botswana.africa-aviation-eritrea
Airports in Eritrea | Africa (original)
Size category: n<1K - 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 Covers
Public datasets help analysts inspect structured… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-aviation-eritrea.asia-aviation-ourairports-sri-lanka
Airports in Sri Lanka
Publisher: OurAirports · Source: HDX · License: Public Domain · Updated: 2026-01-30
Abstract
List of airports in Sri Lanka, with latitude and longitude. Unverified community data from http://ourairports.com/countries/LK/
Each row in this dataset represents first-level administrative unit observations. Data was last updated on HDX on 2026-01-30. Geographic scope: LKA.
Curated into ML-ready Parquet format by Electric Sheep Africa.
Dataset… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepasia/asia-aviation-ourairports-sri-lanka.aviation-pilot-vehicle-decoherence-source-attribution-v0.1What this dataset tests
Whether a system can correctly identifythe source of pilot–vehicle loop decoherence.
Sources may be:
pilotaircraftenvironmentmixednone
Key insightCorrect attribution determinesthe correct recovery action.
Required outputs
primary_decoherence_source
source_confidence
resonance_pattern_type
escalation_likelihood
contributing_factors
attribution_rationale
Use case
Layer two of Pilot–Vehicle Loop Coherence Under Stress.Feeds adaptive intervention and crew… See the full description on the dataset page: https://huggingface.co/datasets/ClarusC64/aviation-pilot-vehicle-decoherence-source-attribution-v0.1.africa-aviation-sudan
Airports in Sudan | Africa (original)
Size category: n<1K - 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 Covers
Public datasets help analysts inspect structured evidence… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-aviation-sudan.