datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
HaramMusic_Dataset
HaramMusic Dataset v35.0 In-place
Binary audio dataset upgraded in place. Music is label 1; nonmusic is label 0.
The original v21.5 SQLite ledger is restored directly, so existing source
IDs, completed shards, queries and FLEURS locales are not repeated.
Existing speech is untouched. Curated FLEURS/VoxPopuli/MLS/AMI/MLSW/
LibriSpeech labels are trusted. Curated FMA CC0/CC-BY tracks add full-song
genre/artist variety and are sampled for voice-plus-music mixtures.
Mixed, uncertain… See the full description on the dataset page: https://huggingface.co/datasets/doirty/HaramMusic_Dataset.2382026_doithuHAIQUAN_THIEUdoityourself
Bangumi Image Base of Do It Yourself!!
This is the image base of bangumi Do It Yourself!!, we detected 46 characters, 5317 images in total. The full dataset is here.
Please note that these image bases are not guaranteed to be 100% cleaned, they may be noisy actual. If you intend to manually train models using this dataset, we recommend performing necessary preprocessing on the downloaded dataset to eliminate potential noisy samples (approximately 1% probability).
Here is the… See the full description on the dataset page: https://huggingface.co/datasets/BangumiBase/doityourself.doitllfrom datasets import load_dataset, concatenate_datasets
# List of dataset paths
dataset_paths = [
"V3N0M/Jenna-50K-Alpaca-Uncensored",
"SaisExperiments/Alpaca-Uncensored",
"SaisExperiments/Big-Alpaca-Uncensored",
"xzuyn/open-instruct-uncensored-alpaca",
"xzuyn/tulu-uncensored-alpaca",
"xzuyn/tv-alpaca-open-instruct-uncensored-blend",
"dim/dolphin_flan1m_alpaca_uncensored_3k",
"dataautogpt3/flan1m-alpaca-uncensored",
"ShubhVenom/Uncensored-Alpaca-v01"… See the full description on the dataset page: https://huggingface.co/datasets/natemiller1928/doitll.reachy-doing-things
Reachy Doing Things Dataset
Overview
The Reachy Doing Things Images Dataset consists of images captured from the perspective of the Reachy humanoid robot. These images were taken during teleoperation sessions, providing a unique view of the environment as perceived by the robot during manipulation tasks. The images were captured with a RGBD camera mounted on the shoulder of the robot.
Purpose
This dataset is primarily aimed at testing and validating the… See the full description on the dataset page: https://huggingface.co/datasets/pollen-robotics/reachy-doing-things.ontology-doidvnexpress_plain_text_doi_songDOID
Dataset Card for DOID
This dataset is a collection of Mixed-hop Prediction datasets created from DOID's subsumption hierarchy (TBox) for evaluating hierarchy embedding models.
Mixed-hop Prediction: This task aims to evaluate the model’s capability in determining the existence of subsumption relationships between arbitrary entity pairs, where the entities are not necessarily seen during training. The transfer setting of this task involves training models on asserted training edges… See the full description on the dataset page: https://huggingface.co/datasets/Hierarchy-Transformers/DOID.tmp-turkce-doi-artifact-20260906africa-nigeria-who-is-doing-what-where-3ws
Nigeria: Who is Doing What Where (3Ws) | Africa (original)
Size category: 10K<n<100K - Formats: parquet - Sector: humanitarian_development - 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 analysts… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-nigeria-who-is-doing-what-where-3ws.2182026_haiquanREUP_DONE_DOITHUmu-bao-hiem-kieu-quan-doiMũ bảo hiểm kiểu quân đội là dòng sản phẩm nổi bật với phong cách thiết kế mạnh mẽ, góc cạnh và màu sắc đặc trưng. Với doanh nghiệp cần triển khai quà tặng hoặc quảng bá thương hiệu theo số lượng, đây là một mẫu có thể tham khảo.
Xem chi tiết: https://nonbaohiemthangloi.com.vn/non-bao-hiem-fullface-quan-doi-quan-khu-5.html
#mubaohiemkieuquandoi #mubaohiemquandoi #congtysanxuatmubaohiem #nonbaohiemthangloi #nonbaohiemgiasi
mondo-doid-12k
MONDO-DOID Entity Alignment 12K
MONDO-DOID Entity Alignment 12K is a biomedical entity alignment benchmark for heterogeneous knowledge graphs. It aligns disease entities between the Mondo Disease Ontology (MONDO) and the Human Disease Ontology (DOID) using manually curated exact-match mappings distributed by MONDO in SSSOM format.
The benchmark is designed for realistic entity alignment research rather than simplified dictionary matching. The gold alignment is embedded in the… See the full description on the dataset page: https://huggingface.co/datasets/vaibhavalakshmiravideshik/mondo-doid-12k.wan_doing_robot_danceThis dataset contains videos generated using Wan 2.1 T2V 14B.
wan_doing_single_jumping_jackThis dataset contains videos generated using Wan 2.1 T2V 14B.
2025-08-datacite-ror-identifier-dois
ROR Identifier DOI Distribution
Summary
ror_identifier_doi_distribution.json provides an inventory of every ROR (or ROR-formatted) identifier in the August 2025 DataCite data file. Each entry describes how many affiliation rows inlcude the identifier, the list
of unique DOIs, and which providers/clients asserted it.
Structure
{
"identifier": "https://ror.org/01abc1234",
"occurrences": 512,
"dois": ["10.1234/abc", "10.1234/xyz"],
"providers":… See the full description on the dataset page: https://huggingface.co/datasets/cometadata/2025-08-datacite-ror-identifier-dois.wan_doing_peace_signThis dataset contains videos generated using Wan 2.1 T2V 14B.
africa-somalia-who-is-doing-what-and-where-3w-2016
Somalia - Who is doing what and where (3W) -2016 | Africa (original)
Size category: 1K<n<10K - Formats: parquet - Sector: education - 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
Education datasets help researchers… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-somalia-who-is-doing-what-and-where-3w-2016.wan_doing_wave_armThis dataset contains videos generated using Wan 2.1 T2V 14B.
africa-somalia-somalia-who-is-doing-what-and-where-3w-2016-96a9d12b
Somalia Who Is Doing What and Where 3w 2016 | Africa (OCHA Somalia)
7,108 rows - 1 Africa country/area - 2016 - source table - Engineered by Electric Sheep Africa
TL;DR
This dataset contains 7,108 rows from OCHA Somalia, covering Somalia Who Is Doing What and Where 3w 2016. It is published as ML-ready Parquet with consistent Hugging Face metadata, source provenance, and analysis-friendly loading examples.
What This Dataset Measures
Education… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-somalia-somalia-who-is-doing-what-and-where-3w-2016-96a9d12b.kl3m-data-dotgov-www.doi.gov
KL3M Data Project
Note: This page provides general information about the KL3M Data Project. Additional details specific to this dataset will be added in future updates. For complete information, please visit the GitHub repository or refer to the KL3M Data Project paper.
Description
This dataset is part of the ALEA Institute's KL3M Data Project, which provides copyright-clean training resources for large language models.
Dataset Details
Format: Parquet… See the full description on the dataset page: https://huggingface.co/datasets/alea-institute/kl3m-data-dotgov-www.doi.gov.wan_doing_head_tiltThis dataset contains videos generated using Wan 2.1 T2V 14B.
2025-08-datacite-normalized-affiliation-dois
Normalized Affiliation DOI Distribution
Summary
normalized_affiliation_doi_distribution.json lists every normalized affiliation string alongside the DOIs where it
appears in the August 2025 DataCite data file. For each normalized token the file stores the occurrence count, the sorted DOI list (unique per token),
and provider/client frequency summaries.
Structure
{
"normalized": "example university",
"occurrences": 314,
"dois": ["10.1234/abc"… See the full description on the dataset page: https://huggingface.co/datasets/cometadata/2025-08-datacite-normalized-affiliation-dois.africa-main-source-of-water-for-doing-laundry
Main source of water for doing laundry | Africa (original)
Size category: n<1K - Formats: parquet - Sector: humanitarian_development - 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 analysts inspect… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-main-source-of-water-for-doing-laundry.wan_doing_single_squatThis dataset contains videos generated using Wan 2.1 T2V 14B.
africa-somalia-somalia-who-is-doing-what-and-where-3w-2016-831789d0
Somalia Who Is Doing What and Where 3w 2016 | Africa (OCHA Somalia)
18,357 rows - 1 Africa country/area - 1905-2016 - 5 indicators - Engineered by Electric Sheep Africa
TL;DR
This dataset contains 18,357 rows from OCHA Somalia, covering Somalia Who Is Doing What and Where 3w 2016. It is published as ML-ready Parquet with consistent Hugging Face metadata, source provenance, and analysis-friendly loading examples.
What This Dataset Measures… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-somalia-somalia-who-is-doing-what-and-where-3w-2016-831789d0.africa-chad-who-is-doing-what-where-in-lake-chad-basin-1faeba82
Who Is Doing What Where in Lake Chad Basin | Africa (OCHA West and Central Africa (ROWCA))
499 rows - 1 Africa country/area - detected - source table - Engineered by Electric Sheep Africa
TL;DR
This dataset contains 499 rows from OCHA West and Central Africa (ROWCA), covering Who Is Doing What Where in Lake Chad Basin. 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-chad-who-is-doing-what-where-in-lake-chad-basin-1faeba82.africa-sudan-who-is-doing-what-and-where-in-sudan-november-2020-dd21b3bd
Who is doing What and Where in Sudan, November 2020 | Africa (Sudan official open data)
2,865 rows - 1 Africa country - 2020 - Repackaged by Electric Sheep Africa
TL;DR
This dataset packages one official XLSX resource from Sudan 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: Who is doing What and Where in Sudan… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-sudan-who-is-doing-what-and-where-in-sudan-november-2020-dd21b3bd.africa-somalia-who-is-doing-what-and-where-3w
Somalia :Consolidated 3Ws | Africa (original)
Size category: n<1K - Formats: parquet - Sector: humanitarian_development - 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 analysts inspect structured… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-somalia-who-is-doing-what-and-where-3w.africa-worldbank-doing-business
Doing Business | Africa (World Bank) | Africa (World Bank)
Size category: 10K<n<100K - Formats: parquet - 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 analysts inspect… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-worldbank-doing-business.