datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
Environment-and-Natural-Resources-Indicators-For-African-Countries
Environment and Natural Resources Indicators For African Countries | Africa (World Health Organization)
Size category: 1K<n<10K - Formats: csv - Sector: climate_environment - 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… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/Environment-and-Natural-Resources-Indicators-For-African-Countries.IndustryCorpus2_water_resources_ocean
IndustryCorpus2: Water Resources & Marine
This repository contains the IndustryCorpus2: Water Resources & Marine domain subset of BAAI/IndustryCorpus2.
Refer to the parent dataset card for data construction, intended use, limitations,
and licensing details.
Citation
If you use this dataset in your work, please cite IndustryCorpus2:
@misc{shi2024industrycorpus2,
title = {IndustryCorpus2},
author = {Xiaofeng Shi and Lulu Zhao and Hua Zhou and Donglin Hao}… See the full description on the dataset page: https://huggingface.co/datasets/BAAI/IndustryCorpus2_water_resources_ocean.epicure-corpus-resources
Epicure corpus resources
Companion dataset for the three Epicure ingredient-embedding model repos. Contains the canonical vocabulary, the per-model GMM mode atlases, the supervised direction-quality results, the unsupervised factor-alignment tables, the WEAT and Procrustes robustness checks, the cross-modal validation against external USDA and FlavorDB labels, the full SLERP direction-arithmetic result table, and the supplementary PDF appendix.
Paper: Epicure: Navigating the… See the full description on the dataset page: https://huggingface.co/datasets/Kaikaku/epicure-corpus-resources.GPU-Resources-Estimation-for-Deep-Learning-Training-Tasks
GPUMemNet and GPUUtilNet Dataset
This dataset accompanies the paper
“GPU Memory and Utilization Estimation for Training-Aware Resource
Management: Opportunities and Limitations.”
It contains synthetic deep learning training configurations and their measured
GPU memory consumption and utilization characteristics.
Dataset configurations
The dataset is divided into separate configurations because MLP, CNN, and
Transformer workloads use different feature schemas.… See the full description on the dataset page: https://huggingface.co/datasets/ehyo/GPU-Resources-Estimation-for-Deep-Learning-Training-Tasks.SAE-explorer-resourceshumanoid_retargeting_tools_resources
Humanoid Retargeting Data
The humanoid retargeting data used in humanoid_retargeting_tools.
# make sure hf CLI is installed
curl -LsSf https://hf.co/cli/install.sh | bash
# download the dataset
hf download wty-yy/humanoid_retargeting_tools_resources --repo-type=dataset --local-dir resources
resources/data/g1/lafan1/: Converted LAFAN1 G1 retargeting dataset in NPZ format.
resources/data/g1/kimodo/: Generate data from kimodo_fock.
resources/data/g1/dailylife/: DailyLife dataset… See the full description on the dataset page: https://huggingface.co/datasets/wty-yy/humanoid_retargeting_tools_resources.Human_Ageing_Genomic_Resources
🧬 Human Ageing Genomic Resources (HAGR)
This dataset collection is derived from the Human Ageing Genomic Resources (HAGR), a curated set of databases focusing on the genetics of human aging, longevity, and cellular senescence. It includes several valuable resources formatted as .parquet files for easy use in data science and machine learning pipelines.
📦 Files Included
drugage.parquet: Database of drugs that affect lifespan in model organisms.
genage_human.parquet:… See the full description on the dataset page: https://huggingface.co/datasets/longevity-db/Human_Ageing_Genomic_Resources.africa-egypt-capmas-irrigation-and-water-resources-be745e2c
Irrigation and Water Resources | Africa (CAPMAS Egypt Open Data)
10,045 rows - 1 Africa country/area - 2011-2023 - 119 indicators - Engineered by Electric Sheep Africa
TL;DR
This dataset contains 10,045 rows from CAPMAS Egypt Open Data, covering Irrigation and Water Resources. It is published as ML-ready Parquet with consistent Hugging Face metadata, source provenance, and analysis-friendly loading examples.
What This Dataset Measures
Climate… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-egypt-capmas-irrigation-and-water-resources-be745e2c.climbing-resources-db
Climbing Movement & Technique Resources
A curated, open-source database of 114 resources covering books, YouTube channels, online courses, websites/blogs, and podcasts, focused on rock climbing movement and technique. Every entry has been manually selected and verified, with book ISBNs cross-referenced against Amazon, AbeBooks, and publisher catalogues.Covers all major disciplines: sport/lead, bouldering, trad, and top rope. Skill levels span complete beginner to elite. Every… See the full description on the dataset page: https://huggingface.co/datasets/t22000t/climbing-resources-db.asia-unsdg-degree-of-integrated-water-resources-management-impleme-er-h2o-iwrmd-ipBEL_resourcesafrica-owid-internal-renewable-freshwater-resources-by-region
Internal Renewable Freshwater Resources By Region | Africa (Our World in Data) | Africa (Electric Sheep Africa metadata inventory)
Size category: 1K<n<10K - Formats: parquet - Sector: energy - 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… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-owid-internal-renewable-freshwater-resources-by-region.Human_Ageing_Genomic_Resources
🧬 Human Ageing Genomic Resources (HAGR)
This dataset collection is derived from the Human Ageing Genomic Resources (HAGR), a curated set of databases focusing on the genetics of human aging, longevity, and cellular senescence. It includes several valuable resources formatted as .parquet files for easy use in data science and machine learning pipelines.
📦 Files Included
drugage.parquet: Database of drugs that affect lifespan in model organisms.
genage_human.parquet:… See the full description on the dataset page: https://huggingface.co/datasets/Iris8090/Human_Ageing_Genomic_Resources.europe-who-human-resources
Human resources | Europe (WHO GHO)
🇪🇺 125 observations · 42 Europe countries · 2021–2023 · Repackaged by Electric Sheep Europe
TL;DR
This dataset contains 125 observations of Human resources data across 42 Europe countries, spanning 2021–2023, covering 1 distinct indicators.
About the source
Source: WHO Global Health Observatory
Publisher: World Health Organization
License: cc-by-4.0
Topic: Human resources
Geographic coverage… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepeurope/europe-who-human-resources.asia-owid-countries-to-the-international-treaty-on-plant-genetic-resources
Countries To The International Treaty On Plant Genetic Resources | Asia (Our World in Data)
🌏 624 observations · 48 Asia countries · 2012–2024 · Repackaged by Electric Sheep Asia
TL;DR
This dataset contains 624 observations of Countries To The International Treaty On Plant Genetic Resources data across 48 Asia countries, spanning 2012–2024.
About the source
Source: Our World in Data
Publisher: Our World in Data
License: cc-by-4.0
Topic:… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepasia/asia-owid-countries-to-the-international-treaty-on-plant-genetic-resources.asia-owid-freshwater-withdrawals-as-a-share-of-internal-resources
Freshwater Withdrawals As A Share Of Internal Resources | Asia (Our World in Data)
🌏 1,060 observations · 48 Asia countries · 2000–2022 · Repackaged by Electric Sheep Asia
TL;DR
This dataset contains 1,060 observations of Freshwater Withdrawals As A Share Of Internal Resources data across 48 Asia countries, spanning 2000–2022.
About the source
Source: Our World in Data
Publisher: Our World in Data
License: cc-by-4.0
Topic: Freshwater… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepasia/asia-owid-freshwater-withdrawals-as-a-share-of-internal-resources.asia-owid-number-of-transboundary-animal-breeds-which-have-genetic-resources-secured-in-conserva
Number Of Transboundary Animal Breeds Which Have Genetic Resources Secured In Conservation Facilities | Asia (Our World in Data)
🌏 203 observations · 24 Asia countries · 2000–2025 · Repackaged by Electric Sheep Asia
TL;DR
This dataset contains 203 observations of Number Of Transboundary Animal Breeds Which Have Genetic Resources Secured In Conservation Facilities data across 24 Asia countries, spanning 2000–2025.
About the source
Source: Our… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepasia/asia-owid-number-of-transboundary-animal-breeds-which-have-genetic-resources-secured-in-conserva.africa-mauritius-ministry-of-education-and-human-resources-tertiary-and-sci-2ed5e536
Ministry of Education and Human Resources Tertiary and Sci | Africa (MDPA)
2,632 rows - 1 Africa country/area - 2016-2019 - 1 indicator - Engineered by Electric Sheep Africa
TL;DR
This dataset contains 2,632 rows from MDPA, covering Ministry of Education and Human Resources Tertiary and Sci. It is published as ML-ready Parquet with consistent Hugging Face metadata, source provenance, and analysis-friendly loading examples.
What This Dataset… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-mauritius-ministry-of-education-and-human-resources-tertiary-and-sci-2ed5e536.BEL_resourcesafrica-owid-per-capita-renewable-freshwater-resources
Per Capita Renewable Freshwater Resources | Africa (Our World in Data) | Africa (Electric Sheep Africa metadata inventory)
Size category: 1K<n<10K - Formats: parquet - Sector: energy - 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/africa-owid-per-capita-renewable-freshwater-resources.europe-owid-number-of-transboundary-animal-breeds-which-have-genetic-resources-secured-in-conser
Number Of Transboundary Animal Breeds Which Have Genetic Resources Secured In Conservation Facilities | Europe (Our World in Data)
🇪🇺 335 observations · 29 Europe countries · 2000–2025 · Repackaged by Electric Sheep Europe
TL;DR
This dataset contains 335 observations of Number Of Transboundary Animal Breeds Which Have Genetic Resources Secured In Conservation Facilities data across 29 Europe countries, spanning 2000–2025.
About the source… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepeurope/europe-owid-number-of-transboundary-animal-breeds-which-have-genetic-resources-secured-in-conser.africa-worldbank-wbl-supportive-framework-work-the-government-provides-instructional-resources-f
WBL: Supportive Framework, Work, The government provides instructional resources for the private sector to adopt flexible work arrangements | Africa (World Bank — Gender Statistics) | Africa (World Bank)
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… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-worldbank-wbl-supportive-framework-work-the-government-provides-instructional-resources-f.asia-unsdg-degree-of-integrated-water-resources-management-impleme-er-h2o-iwrmd-fieurope-owid-freshwater-withdrawals-as-a-share-of-internal-resources
Freshwater Withdrawals As A Share Of Internal Resources | Europe (Our World in Data)
🇪🇺 841 observations · 37 Europe countries · 2000–2022 · Repackaged by Electric Sheep Europe
TL;DR
This dataset contains 841 observations of Freshwater Withdrawals As A Share Of Internal Resources data across 37 Europe countries, spanning 2000–2022.
About the source
Source: Our World in Data
Publisher: Our World in Data
License: cc-by-4.0
Topic: Freshwater… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepeurope/europe-owid-freshwater-withdrawals-as-a-share-of-internal-resources.africa-owid-resources-statistical-capacity
Resources Statistical Capacity | Africa (Our World in Data) | Africa (Electric Sheep Africa metadata inventory)
Size category: n<1K - Formats: parquet - 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… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-owid-resources-statistical-capacity.africa-uganda-human-resources-for-health-posts-approved-filled-by-year-a-51027bf9
Human Resources for Health Posts Approved Filled by Year a | Africa (Uganda Bureau of Statistics)
21 rows - 1 Africa country/area - 2015-2021 - source table - Engineered by Electric Sheep Africa
TL;DR
This dataset contains 21 rows from Uganda Bureau of Statistics, covering Human Resources for Health Posts Approved Filled by Year a. It is published as ML-ready Parquet with consistent Hugging Face metadata, source provenance, and analysis-friendly loading… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-uganda-human-resources-for-health-posts-approved-filled-by-year-a-51027bf9.africa-uganda-human-resources-for-health-posts-approved-filled-by-year-a-25d8af9e
Human Resources for Health Posts Approved Filled by Year a | Africa (Uganda Bureau of Statistics)
21 rows - 1 Africa country/area - 2022 - source table - Engineered by Electric Sheep Africa
TL;DR
This dataset contains 21 rows from Uganda Bureau of Statistics, covering Human Resources for Health Posts Approved Filled by Year a. 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-uganda-human-resources-for-health-posts-approved-filled-by-year-a-25d8af9e.africa-unsdg-dollar-value-of-all-resources-made-available-to-strengt-sg-stt-capty
Africa Unsdg Dollar Value of All Resources Made Available to Strengt Sg Stt Capty | Africa (Electric Sheep Africa metadata inventory)
Size category: n<1K - Formats: parquet - 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.… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-unsdg-dollar-value-of-all-resources-made-available-to-strengt-sg-stt-capty.asia-owid-internal-renewable-freshwater-resources-by-region
Internal Renewable Freshwater Resources By Region | Asia (Our World in Data)
🌏 2,724 observations · 48 Asia countries · 1961–2022 · Repackaged by Electric Sheep Asia
TL;DR
This dataset contains 2,724 observations of Internal Renewable Freshwater Resources By Region data across 48 Asia countries, spanning 1961–2022.
About the source
Source: Our World in Data
Publisher: Our World in Data
License: cc-by-4.0
Topic: Internal Renewable Freshwater… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepasia/asia-owid-internal-renewable-freshwater-resources-by-region.africa-who-human-resources
Africa — WHO GHO: Human resources | Africa (World Health Organization)
Size category: n<1K - Formats: parquet - 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 help researchers examine… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-who-human-resources.