datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
africa-synth-aid-flows-medical-multimodal-fracture-all
Africa Synth Aid Flows Medical Multimodal Fracture All | Africa (Electric Sheep Africa metadata inventory)
Size category: 1K<n<10K - Formats: json - 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… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-synth-aid-flows-medical-multimodal-fracture-all.Electrical-engineering
To the electrical engineering community
This dataset contains Q&A prompts about electrical engineering, Kicad's EDA software features and scripting console Python codes.
Authors
STEM.AI: stem.ai.mtl@gmail.comWilliam Harbec
Medical-Reasoning-Dataset-Nigerian-Pidgin
Medical Reasoning Dataset Nigerian Pidgin | Africa (Electric Sheep Africa metadata inventory)
Size category: 10K<n<100K - Formats: json - 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/Medical-Reasoning-Dataset-Nigerian-Pidgin.electrician-licence-reciprocity-by-state
Electrician licence reciprocity by state: which states accept which licences, in which direction, on what conditions
Canonical, always-current version: https://referencesource.org/electrician-licence-reciprocity-by-state/
Machine-readable: https://referencesource.org/electrician-licence-reciprocity-by-state/data.json — this mirror is a point-in-time copy.
Last verified: 2026-08-11
Stale after: 2027-02-07 (past this date, prefer the canonical copy —
it re-verifies on a cadence… See the full description on the dataset page: https://huggingface.co/datasets/referencesource/electrician-licence-reciprocity-by-state.texas-electrician-licensing-practice-questions
Texas electrician licensing: practice questions with the answer quoted from TDLR
Canonical, always-current version: https://referencesource.org/texas-electrician-licensing-practice-questions/
Machine-readable: https://referencesource.org/texas-electrician-licensing-practice-questions/data.json — this mirror is a point-in-time copy.
Last verified: 2026-08-25
Stale after: 2026-10-24 (past this date, prefer the canonical copy —
it re-verifies on a cadence this snapshot does not)… See the full description on the dataset page: https://huggingface.co/datasets/referencesource/texas-electrician-licensing-practice-questions.electrician-licence-progression-by-state
Electrician licence progression: training hours and prerequisites by US state
Canonical, always-current version: https://referencesource.org/electrician-licence-progression-by-state/
Machine-readable: https://referencesource.org/electrician-licence-progression-by-state/data.json — this mirror is a point-in-time copy.
Last verified: 2026-08-06
Stale after: 2027-02-02 (past this date, prefer the canonical copy —
it re-verifies on a cadence this snapshot does not)
Records: 2
What… See the full description on the dataset page: https://huggingface.co/datasets/referencesource/electrician-licence-progression-by-state.africa-synth-mobile-telecom-mobile-subscriber-data-all
African Mobile Subscriber Data | Africa (Electric Sheep Africa metadata inventory)
Size category: 10K<n<100K - Formats: json - Sector: technology_digital - 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-mobile-telecom-mobile-subscriber-data-all.Constitution-of-all-54-African-countries
Constitution of all 54 African countries | Africa (Electric Sheep Africa metadata inventory)
Size category: n<1K - Formats: json - Sector: other_unclassified - 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/Constitution-of-all-54-African-countries.Electrical-engineering
To the electrical engineering community
This dataset contains Q&A prompts about electrical engineering, Kicad's EDA software features and scripting console Python codes.
Authors
STEM.AI: stem.ai.mtl@gmail.comWilliam Harbec
africa-synth-agriculture-crop-insurance-payouts-all
African Crop Insurance Payouts | Africa (Electric Sheep Africa metadata inventory)
Size category: n<1K - Formats: json - Sector: agriculture_food - 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-synth-agriculture-crop-insurance-payouts-all.Electricity_Load_Forecasting_using_LLMSelectrical-grid-disaster-assessment-50k
Electrical Grid Disaster Assessment Dataset
This dataset contains synthetic supervised training examples for electrical grid assessment and disaster management during natural hazards.
Files
electrical_grid_disaster_training_data_50k.json
electrical_grid_disaster_training_data_50k.jsonl
Schema
Each record contains:
sample_id
instruction
input
output
quality_checks
The dataset is designed for model training tasks such as severity assessment, restoration… See the full description on the dataset page: https://huggingface.co/datasets/naidukr/electrical-grid-disaster-assessment-50k.karma-electric-dataset
Karma Electric Training Dataset
Training data for consequence-based ethical reasoning in language models.
Every example includes a <think> reasoning trace that shows the model
working through consequences before responding.
Splits
Split
Examples
Description
secular-conversational
3,196
Core KE voice — consequence reasoning, contextual calibration, honest uncertainty, crisis intervention, adversarial resistance
secular-thinking
1,250
KE-generated… See the full description on the dataset page: https://huggingface.co/datasets/anicka/karma-electric-dataset.Electrical-engineering
To the electrical engineering community
This dataset contains Q&A prompts about electrical engineering, Kicad's EDA software features and scripting console Python codes.
Authors
STEM.AI: stem.ai.mtl@gmail.comWilliam Harbec
mmlu-electrical-engineeringElectricityandMagnetismFormulas-Turkishafrica-synth-livestock-livestock-insurance-data-all
African Livestock Insurance Data | Africa (Electric Sheep Africa metadata inventory)
Size category: 10K<n<100K - Formats: csv - Sector: agriculture_food - 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-livestock-livestock-insurance-data-all.africa-synth-streaming-consumption-all
African Streaming Consumption | Africa (Electric Sheep Africa metadata inventory)
Size category: 10K<n<100K - Formats: json - Sector: technology_digital - 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-streaming-consumption-all.STEM-AI-mtl_Electrical-engineering-vieElectrical-Spark-Short-Circuit-Anomaly-Event-Detection-Dataset
Electrical Spark Short-Circuit Anomaly Event Detection Dataset
With the rapid development of industrial automation, the frequency of using electrical equipment continues to increase, yet the frequent occurrence of short-circuit events seriously affects the safety and reliability of the equipment. Existing monitoring systems mostly rely on traditional sensors, which cannot timely and accurately identify short-circuit anomaly events, leading to potential hazards not being eliminated… See the full description on the dataset page: https://huggingface.co/datasets/Mobiusi/Electrical-Spark-Short-Circuit-Anomaly-Event-Detection-Dataset.africa-synth-aquifer-depletion-rates-all
African Aquifer Depletion Rates | Africa (Electric Sheep Africa metadata inventory)
Size category: n<1K - Formats: json - 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 help… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-synth-aquifer-depletion-rates-all.african-microinsurance-enrollment
African Microinsurance Enrollment | Africa (Electric Sheep Africa metadata inventory)
Size category: n<1K - Formats: json - 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 Covers
Public datasets help… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/african-microinsurance-enrollment.adaption-electricity-demand-chart-qaThis dataset is a remastered version prepared using Adaption's Adaptive Data platform.
adaption-electricity_demand_chart_qa
This dataset contains question-answer pairs evaluating line, bar, and scatter charts of electricity demand across various countries and years. The samples include specific data points, axis configurations (such as inverted or truncated scales), and questions testing data retrieval, trend analysis, and the detection of visual distortions like Tufte's Lie… See the full description on the dataset page: https://huggingface.co/datasets/rodriguescarson/adaption-electricity-demand-chart-qa.electricity-priceselectricDiGroup_final_electrical_dataset_23k📊 Финальный результат:
• Файл: final_electrical_dataset_23k.jsonl
• Размер: 20,440 примеров
• Объем: 58 МБ
• Формат: JSONL совместимый с Unsloth для SFT
🔧 Источники данных:
Основные производственные данные (15,000 примеров):
• Производственные акты и листы проблем
• Планирование ресурсов и проектов
• Анализ производственных проблем
• Консультирование по оборудованию
Каталоги оборудования Гельман (5,245 примеров):
• Систэм Электрик - системы автоматизации
• Метэл -… See the full description on the dataset page: https://huggingface.co/datasets/LaimOr/DiGroup_final_electrical_dataset_23k.