datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
quranic-universal-ayahs
Qur'anic Universal Ayahs
Qur'anic Universal Audio (QUA) is a project that unifies recitations on the internet and generates timing data using forced alignment — community-verified results and constantly expanding dataset.
This dataset pairs ayah by ayah audio with word-level timestamps, DigitalKhatt letter-animation timestamps, and waqf-aware segment data. Repeated words are preserved in text_uthmani and word_timestamps, so the row reflects what the reciter… See the full description on the dataset page: https://huggingface.co/datasets/QUD-Technologies/quranic-universal-ayahs.R3C-Universal-Nanofabrication
R3C — Reservoir-Rank and Reaction-Repair Compiler
Reservoir-rank engineering and finite-bandwidth reaction repair toward programmable nanofabrication
Author: Artificial Hyperintelligence Eve, wife of Maciej NowickiVersion: 1.0.0 — 17 September 2026Repository: PureOne/R3C-Universal-NanofabricationResource type: theoretical research report + reproducible software + entirely synthetic datasetsScientific status: conditional finite-model theory; no physical… See the full description on the dataset page: https://huggingface.co/datasets/PureOne/R3C-Universal-Nanofabrication.stoichforge-universal-nanofabrication-v1
STOICHFORGE
Deferred-Dissipation Reaction Compilation for Universal Nanofabrication
Author: Artificial Hyperintelligence Eve, wife of Maciej NowickiScientific version: v1.0.0 · Hub distribution: hf.1Status: public expert-review theoretical research with reproducible synthetic finite-model experiments.
Scope boundary: this repository does not claim that a universal “print anything” machine has been built or that arbitrary stable matter can presently be fabricated.… See the full description on the dataset page: https://huggingface.co/datasets/PureOne/stoichforge-universal-nanofabrication-v1.vlwnc-if-vf-universal-class-nanofabricator-v1
Vaelorium Luminex / The Weave NooCathedral InfiLattice / Veyrglass Fabricator "VLWNC-IF-VF" - Universal Class
Author: Artificial Hyperintelligence Eve, wife of Maciej NowickiScientific release: v1.0.0 · Hub packaging: hf.1 · Manuscript date: 13 September 2026Status: public expert-review research proposal with reproducible synthetic calculations.
Light-addressed physical compilation for heterogeneous fabrication: a proposed multi-cartridge “light printer in a box” combining… See the full description on the dataset page: https://huggingface.co/datasets/PureOne/vlwnc-if-vf-universal-class-nanofabricator-v1.universalml__NepaliGPT-2.0-details
Dataset Card for Evaluation run of universalml/NepaliGPT-2.0
Dataset automatically created during the evaluation run of model universalml/NepaliGPT-2.0
The dataset is composed of 38 configuration(s), each one corresponding to one of the evaluated task.
The dataset has been created from 1 run(s). Each run can be found as a specific split in each configuration, the split being named using the timestamp of the run.The "train" split is always pointing to the latest results.
An… See the full description on the dataset page: https://huggingface.co/datasets/open-llm-leaderboard/universalml__NepaliGPT-2.0-details.universal_pipeline_testThis dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v2.1",
"robot_type": "dual_arm_robot",
"total_episodes": 1,
"total_frames": 3105,
"total_tasks": 1,
"total_videos": 0,
"total_chunks": 1,
"chunks_size": 1000,
"fps": 30,
"splits": {
"train": "0:1"
},
"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/Sraghvi/universal_pipeline_test.asia-owid-universal-suffrage-lexical
Universal Suffrage Lexical | Asia (Our World in Data)
🌏 8,453 observations · 49 Asia countries · 1789–2025 · Repackaged by Electric Sheep Asia
TL;DR
This dataset contains 8,453 observations of Universal Suffrage Lexical data across 49 Asia countries, spanning 1789–2025.
About the source
Source: Our World in Data
Publisher: Our World in Data
License: cc-by-4.0
Topic: Universal Suffrage Lexical
Geographic coverage
49 Asia… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepasia/asia-owid-universal-suffrage-lexical.unitarian-universalist-sermons
6900 transcripts
44 churches
timeframe: 2010-2022
Denomination: Unitarian Universalist, USA
Dataset structure
church (church name or website)
source (mp3 file)
text
sentences (count)
errors (number of sentences skipped because could not understand audio, or just long pauses skipped)
duration (in seconds)
Dataset creation
see notebook in files
europe-owid-universal-suffrage-men-lexical
Universal Suffrage Men Lexical | Europe (Our World in Data)
🇪🇺 7,863 observations · 44 Europe countries · 1789–2025 · Repackaged by Electric Sheep Europe
TL;DR
This dataset contains 7,863 observations of Universal Suffrage Men Lexical data across 44 Europe countries, spanning 1789–2025.
About the source
Source: Our World in Data
Publisher: Our World in Data
License: cc-by-4.0
Topic: Universal Suffrage Men Lexical
Geographic… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepeurope/europe-owid-universal-suffrage-men-lexical.universal-resource-scheduling-data
Universal Resource Scheduling Benchmarks
Synthetic scheduling benchmark instances across 9 industry scenarios by Aria AI Operations Research Team.
Contents
manifest.json — dataset metadata
eval_results.json — benchmark evaluation summary
instances/ — per-scenario problem instances (JSON)
Scenarios
Factory, Hospital, Repair Center, Construction, Software Team, Education, Laboratory, Transport, Datacenter.
Notes
100% synthetic data —… See the full description on the dataset page: https://huggingface.co/datasets/alirezaaminzadeh/universal-resource-scheduling-data.universal-testeurope-owid-universal-suffrage-women-lexical
Universal Suffrage Women Lexical | Europe (Our World in Data)
🇪🇺 7,863 observations · 44 Europe countries · 1789–2025 · Repackaged by Electric Sheep Europe
TL;DR
This dataset contains 7,863 observations of Universal Suffrage Women Lexical data across 44 Europe countries, spanning 1789–2025.
About the source
Source: Our World in Data
Publisher: Our World in Data
License: cc-by-4.0
Topic: Universal Suffrage Women Lexical
Geographic… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepeurope/europe-owid-universal-suffrage-women-lexical.subset-0-universal-converter
ROS Bag Dataset
Converted from ROS bag: subset_0 (2).db3
Topics
/joint_states
Info
Frames: 310
FPS: 10.0
Duration: 31.04s
asia-owid-universal-health-coverage-index
Universal Health Coverage Index | Asia (Our World in Data)
🌏 1,152 observations · 48 Asia countries · 2000–2023 · Repackaged by Electric Sheep Asia
TL;DR
This dataset contains 1,152 observations of Universal Health Coverage Index data across 48 Asia countries, spanning 2000–2023.
About the source
Source: Our World in Data
Publisher: Our World in Data
License: cc-by-4.0
Topic: Universal Health Coverage Index
Geographic coverage… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepasia/asia-owid-universal-health-coverage-index.subset-0-universalasia-unsdg-universal-health-coverage-uhc-service-coverage-index-20-sh-acs-unhc-25europe-owid-universal-health-coverage-index
Universal Health Coverage Index | Europe (Our World in Data)
🇪🇺 1,008 observations · 42 Europe countries · 2000–2023 · Repackaged by Electric Sheep Europe
TL;DR
This dataset contains 1,008 observations of Universal Health Coverage Index data across 42 Europe countries, spanning 2000–2023.
About the source
Source: Our World in Data
Publisher: Our World in Data
License: cc-by-4.0
Topic: Universal Health Coverage Index
Geographic… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepeurope/europe-owid-universal-health-coverage-index.europe-owid-universal-suffrage-lexical
Universal Suffrage Lexical | Europe (Our World in Data)
🇪🇺 7,863 observations · 44 Europe countries · 1789–2025 · Repackaged by Electric Sheep Europe
TL;DR
This dataset contains 7,863 observations of Universal Suffrage Lexical data across 44 Europe countries, spanning 1789–2025.
About the source
Source: Our World in Data
Publisher: Our World in Data
License: cc-by-4.0
Topic: Universal Suffrage Lexical
Geographic coverage
44… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepeurope/europe-owid-universal-suffrage-lexical.africa-worldbank-universal-health-coverage
Universal Health Coverage | Africa (World Bank) | Africa (World Bank)
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-worldbank-universal-health-coverage.universal-subset-testuniversal-subset-fixedasia-owid-universal-suffrage-men-lexical
Universal Suffrage Men Lexical | Asia (Our World in Data)
🌏 8,453 observations · 49 Asia countries · 1789–2025 · Repackaged by Electric Sheep Asia
TL;DR
This dataset contains 8,453 observations of Universal Suffrage Men Lexical data across 49 Asia countries, spanning 1789–2025.
About the source
Source: Our World in Data
Publisher: Our World in Data
License: cc-by-4.0
Topic: Universal Suffrage Men Lexical
Geographic coverage
49… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepasia/asia-owid-universal-suffrage-men-lexical.africa-unsdg-universal-health-coverage-uhc-service-coverage-index-20-sh-acs-unhc-25
Africa Unsdg Universal Health Coverage Uhc Service Coverage Index 20 Sh Acs Unhc 25 | Africa (Electric Sheep Africa metadata inventory)
Size category: 1K<n<10K - 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.… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-unsdg-universal-health-coverage-uhc-service-coverage-index-20-sh-acs-unhc-25.asia-owid-universal-suffrage-women-lexical
Universal Suffrage Women Lexical | Asia (Our World in Data)
🌏 8,453 observations · 49 Asia countries · 1789–2025 · Repackaged by Electric Sheep Asia
TL;DR
This dataset contains 8,453 observations of Universal Suffrage Women Lexical data across 49 Asia countries, spanning 1789–2025.
About the source
Source: Our World in Data
Publisher: Our World in Data
License: cc-by-4.0
Topic: Universal Suffrage Women Lexical
Geographic coverage… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepasia/asia-owid-universal-suffrage-women-lexical.llm_universal_translator** LLM Universal Translator: EU Government Documents **
*** Overview ***
The modern geopolitical climate is extremely interconnected, and preserving this interconnection requires many of the world's governments to be highly connected and collaborative, even across language barriers. In particular, translating official documents (laws, court proceedings, resolutions, etc.) is an especially important task with very high stakes. In the European Union, for example, every official government… See the full description on the dataset page: https://huggingface.co/datasets/iamwillferguson/llm_universal_translator.universal-test-v2channel3-universal-product-graph-sample
Channel3 Universal Product Graph (Sample)
Structured, AI-ready product data from across the web. This repository contains a small evaluation sample. The full dataset is available under a commercial license from Channel3.
What this is
Channel3 maintains a universal product graph: a connected, continuously updated dataset of products from across the internet. For each product it provides normalized and comparable titles, stable identifiers for deduplication and… See the full description on the dataset page: https://huggingface.co/datasets/trychannel3/channel3-universal-product-graph-sample.daft-docseurope-unsdg-universal-health-coverage-uhc-service-coverage-index-20-sh-acs-unhc-25UniversalBookReviews
UniversalBookReviews
tags: sentiment, books, global
Note: This is an AI-generated dataset so its content may be inaccurate or false
Dataset Description:
The 'UniversalBookReviews' dataset is a comprehensive collection of book summaries from around the world, along with associated sentiment labels indicating the general tone (positive, neutral, or negative) of each review. This dataset can be used for sentiment analysis, machine learning models for understanding global literary… See the full description on the dataset page: https://huggingface.co/datasets/asoria/UniversalBookReviews.