datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
skill-scarcity-index
Datamata Skill Scarcity Index
Which tech skills are genuinely hard to hire for: a daily composite scarcity score per skill built from how long roles stay open (time-to-fill), the salary premium employers pay over the category median and how often the same role is re-posted after failing to fill. Computed from active job listings across public company career pages and job boards.
Latest snapshot: 2026-09-23
Rows in this release: 16902
Updated: daily
Licence: CC BY 4.0 — free to… See the full description on the dataset page: https://huggingface.co/datasets/datamatastudios/skill-scarcity-index.passport-photo-requirements
Passport, visa and ID photo requirements
Machine-readable photo rules for 49 passport, visa and ID documents across 46 countries,
each checked against the issuing authority's own published page.
Source repository: https://github.com/kylept/passport-photo-requirements
What makes this one different
Several passport-photo specification datasets exist. This one is built around provenance rather than
breadth — it covers fewer documents than some, and records more about… See the full description on the dataset page: https://huggingface.co/datasets/skillsafeai/passport-photo-requirements.skills-2m
🧠 Skills-2M: GitHub-scale Agent Skills Info Atlas
🔎 A GitHub-scale metadata index of 2M+ agent skills for researchers studying the agent-skill ecosystem
Skills-2M is a large-scale SQLite index of 2M+ agent skill records collected from GitHub, normalized to help researchers study skill discovery, repository structure, metadata patterns, retrieval, and corpus construction.
Quick Start ·
At a Glance ·
Schema ·
Queries ·
Responsible Use… See the full description on the dataset page: https://huggingface.co/datasets/zhangdw/skills-2m.africa-synth-employment-skills-mismatch-africa-all
Africa Synth Employment Skills Mismatch Africa All | Africa (Electric Sheep Africa metadata inventory)
Size category: 10K<n<100K - Formats: csv - 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… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-synth-employment-skills-mismatch-africa-all.most-in-demand-skills-2026
Most In-Demand Job Skills of 2026
Skill-demand frequencies extracted from 360,000+ job postings collected by Qarera between December 27, 2025 and June 16, 2026.
📊 Full report & charts: The Most In-Demand Skills of 2026
🔖 Cite this dataset (DOI): 10.5281/zenodo.21204423
📄 License: CC BY 4.0 — free to use with attribution to Qarera.
Key findings
We counted the skills named in 360,000+ job postings (Dec 2025–Jun 2026).
"AI" was the #2 most-requested skill overall… See the full description on the dataset page: https://huggingface.co/datasets/yash2111/most-in-demand-skills-2026.skills_network_vector_databaseeuropean-countries
European Countries
A small reference dataset of European countries with capital, population,
area, currency, ISO codes, and EU membership status.
Population and area figures are approximate recent estimates. Russia and
Turkey are transcontinental; full territory figures are reported.
alhamdulliah123_student-placement-and-skills-analytics-dataset-2025
Student Placement & Skills Analytics Dataset 2025
A comprehensive dataset for predicting student placement outcomes and salary bas
Dataset Info
Source: Kaggle
Original Size: 0.01 MB
Kaggle Downloads: 1,075
Files: 1
Files
Student_Placement_Skills_2025.csv
Mirrored from Kaggle
ict-skills-for-african-countries
Ict Skills for African Countries | Africa (World Health Organization)
Size category: n<1K - Formats: csv - 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 disease… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/ict-skills-for-african-countries.JobPrediction-Skills_YearsofExperiencejmt_soft_skillsjmt_tech_skillsjmt_soft_skillsgame_skills