datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
medium_20000-file_operations_n100k1basic-math-operations
Mathematical Reasoning Dataset
A comprehensive dataset of mathematical problems with detailed step-by-step reasoning and Python verification, designed for training language models to perform mathematical computations with clear explanations.
Dataset Description
This dataset contains mathematical problems across 20 different operation types, each with detailed step-by-step reasoning that explains the mathematical concepts, handles edge cases, and includes Python code… See the full description on the dataset page: https://huggingface.co/datasets/mkurman/basic-math-operations.nemotron-terminal-file_operations
nemotron-terminal-file_operations
Per-source partition of nvidia/Nemotron-Terminal-Corpus,
filtered to source == "file_operations". The difficulty column preserves the original
easy / medium / mixed split (na for the dataset_adapters/* files, which
did not carry a difficulty label).
Partitioning scheme:
adapters_{code,math,swe} — rows from dataset_adapters/{code,math,swe}.parquet
{skill} (e.g. debugging, security, …) — rows from
synthetic_tasks/skill_based/{easy,medium… See the full description on the dataset page: https://huggingface.co/datasets/laion/nemotron-terminal-file_operations.medium_5000_file_operationsmedium_5000_file_operations_fixedmedium_5000-file_operations_n100k1operations_plustraining_operations_pluseasy_5000_file_operationsmixed_1000_file_operationseasy_5000-file_operations_n100k1easy_5000_file_operations_fixeddev_set_v2_nemotron_terminal_file_operations__Qwen3_8B_20260414_004832terminal_bench_2_nemotron_terminal_file_operations__Qwen3_8B_20260414_004925mixed_1000_file_operations_fixedmixed_1000-file_operations_1000_n30k1nigerian_transport_and_logistics_flight_operations
Nigeria Transport & Logistics – Flight Operations | 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_flight_operations.africa-south-sudan-south-sudan-ssd-attacks-on-aid-operations-education-health-ebed880f
South Sudan Ssd Attacks On Aid Operations Education Health | Africa (Insecurity Insight)
16,432 rows - 1 Africa country/area - 2024-2026 - 26 indicators - Engineered by Electric Sheep Africa
TL;DR
This dataset contains 16,432 rows from Insecurity Insight, covering South Sudan Ssd Attacks On Aid Operations Education Health. It is published as ML-ready Parquet with consistent Hugging Face metadata, source provenance, and analysis-friendly loading examples.… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-south-sudan-south-sudan-ssd-attacks-on-aid-operations-education-health-ebed880f.africa-somalia-somalia-som-attacks-on-aid-operations-education-food-and-w-cae90e93
Somalia Som Attacks On Aid Operations Education Food and W | Africa (Insecurity Insight)
36 rows - 1 Africa country/area - 2023-2025 - source table - Engineered by Electric Sheep Africa
TL;DR
This dataset contains 36 rows from Insecurity Insight, covering Somalia Som Attacks On Aid Operations Education Food and W. It is published as ML-ready Parquet with consistent Hugging Face metadata, source provenance, and analysis-friendly loading examples.… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-somalia-somalia-som-attacks-on-aid-operations-education-food-and-w-cae90e93.lerobot-lab-operationsThis dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v2.1",
"robot_type": "so101_follower",
"total_episodes": 10,
"total_frames": 8994,
"total_tasks": 1,
"total_videos": 10,
"total_chunks": 1,
"chunks_size": 1000,
"fps": 30,
"splits": {
"train": "0:10"
},
"data_path": "data/chunk-{episode_chunk:03d}/episode_{episode_index:06d}.parquet",
"video_path":… See the full description on the dataset page: https://huggingface.co/datasets/nimarez/lerobot-lab-operations.lerobot-lab-operations-2This dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v2.1",
"robot_type": "so101_follower",
"total_episodes": 7,
"total_frames": 3150,
"total_tasks": 1,
"total_videos": 7,
"total_chunks": 1,
"chunks_size": 1000,
"fps": 30,
"splits": {
"train": "0:7"
},
"data_path": "data/chunk-{episode_chunk:03d}/episode_{episode_index:06d}.parquet",
"video_path":… See the full description on the dataset page: https://huggingface.co/datasets/nimarez/lerobot-lab-operations-2.lerobot-lab-operations-4This dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v2.1",
"robot_type": "so101_follower",
"total_episodes": 5,
"total_frames": 3000,
"total_tasks": 1,
"total_videos": 5,
"total_chunks": 1,
"chunks_size": 1000,
"fps": 30,
"splits": {
"train": "0:5"
},
"data_path": "data/chunk-{episode_chunk:03d}/episode_{episode_index:06d}.parquet",
"video_path":… See the full description on the dataset page: https://huggingface.co/datasets/nimarez/lerobot-lab-operations-4.lerobot-lab-operations-3This dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v2.1",
"robot_type": "so101_follower",
"total_episodes": 5,
"total_frames": 3000,
"total_tasks": 1,
"total_videos": 5,
"total_chunks": 1,
"chunks_size": 1000,
"fps": 30,
"splits": {
"train": "0:5"
},
"data_path": "data/chunk-{episode_chunk:03d}/episode_{episode_index:06d}.parquet",
"video_path":… See the full description on the dataset page: https://huggingface.co/datasets/nimarez/lerobot-lab-operations-3.lerobot-lab-operations-5This dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v2.1",
"robot_type": "so101_follower",
"total_episodes": 5,
"total_frames": 2431,
"total_tasks": 1,
"total_videos": 5,
"total_chunks": 1,
"chunks_size": 1000,
"fps": 30,
"splits": {
"train": "0:5"
},
"data_path": "data/chunk-{episode_chunk:03d}/episode_{episode_index:06d}.parquet",
"video_path":… See the full description on the dataset page: https://huggingface.co/datasets/nimarez/lerobot-lab-operations-5.africa-mali-mali-mli-attacks-on-aid-operations-education-food-and-wate-71ab805e
Mali (MLI): Attacks on Aid Operations, Education, Food and Water Systems and Health Care | Africa (Mali official open data)
2,006 rows - 1 Africa country - 2024-2026 - Repackaged by Electric Sheep Africa
TL;DR
This dataset packages one official XLSX resource from Mali as
ML-ready Parquet. The source file is the provenance boundary; all usable
indicators or tabular columns from the resource stay together in this repo.
About the source
Source:… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-mali-mali-mli-attacks-on-aid-operations-education-food-and-wate-71ab805e.africa-south-sudan-south-sudan-ssd-attacks-on-aid-operations-education-health-0592c796
South Sudan Ssd Attacks On Aid Operations Education Health | Africa (Insecurity Insight)
8 rows - 1 Africa country/area - 2026 - 3 indicators - Engineered by Electric Sheep Africa
TL;DR
This dataset contains 8 rows from Insecurity Insight, covering South Sudan Ssd Attacks On Aid Operations Education Health. It is published as ML-ready Parquet with consistent Hugging Face metadata, source provenance, and analysis-friendly loading examples.
What… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-south-sudan-south-sudan-ssd-attacks-on-aid-operations-education-health-0592c796.africa-mali-mali-mli-attacks-on-aid-operations-education-food-and-wate-9f0c8384
Mali (MLI): Attacks on Aid Operations, Education, Food and Water Systems and Health Care | Africa (Mali official open data)
30 rows - 1 Africa country - 2021 - Repackaged by Electric Sheep Africa
TL;DR
This dataset packages one official XLSX resource from Mali as
ML-ready Parquet. The source file is the provenance boundary; all usable
indicators or tabular columns from the resource stay together in this repo.
About the source
Source: Mali… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-mali-mali-mli-attacks-on-aid-operations-education-food-and-wate-9f0c8384.africa-mali-mali-mli-attacks-on-aid-operations-education-food-and-wate-4e8d2884
Mali (MLI): Attacks on Aid Operations, Education, Food and Water Systems and Health Care | Africa (Mali official open data)
111 rows - 1 Africa country - 2025-2026 - Repackaged by Electric Sheep Africa
TL;DR
This dataset packages one official XLSX resource from Mali as
ML-ready Parquet. The source file is the provenance boundary; all usable
indicators or tabular columns from the resource stay together in this repo.
About the source
Source:… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-mali-mali-mli-attacks-on-aid-operations-education-food-and-wate-4e8d2884.africa-ethiopia-attacks-on-aid-operations-education-health-and-protection
Ethiopia (ETH): Attacks on Aid Operations, Education, Health Care and IDP/Refugee Camps, and Conflict-Related Sexual Violence and Explosive Weapons Incident Data | Africa (original)
Size category: n<1K - Formats: 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… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-ethiopia-attacks-on-aid-operations-education-health-and-protection.africa-south-sudan-south-sudan-ssd-attacks-on-aid-operations-education-health-5c15ac8a
South Sudan Ssd Attacks On Aid Operations Education Health | Africa (Insecurity Insight)
154 rows - 1 Africa country/area - 2025-2026 - 7 indicators - Engineered by Electric Sheep Africa
TL;DR
This dataset contains 154 rows from Insecurity Insight, covering South Sudan Ssd Attacks On Aid Operations Education Health. It is published as ML-ready Parquet with consistent Hugging Face metadata, source provenance, and analysis-friendly loading examples.… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-south-sudan-south-sudan-ssd-attacks-on-aid-operations-education-health-5c15ac8a.