datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
ua-edrsr
ЄДРСР — судові рішення України (нормалізоване дзеркало)
Автоматичне дзеркало офіційних публікацій Єдиного державного реєстру судових рішень на data.gov.ua.
Пайплайн: JoTalbot/ukraine.
Роки та обсяги
Рік
Записів
SHA-256 архіву
2006
340171
4e19811feef9…
2007
1084514
49cf87b3a0e1…
2008
2185311
ce7dbc1b8da3…
2009
3539627
3be90c8824ab…
2010
5869727
b9cd6b5e2562…
2011
7128372
4b845ee3b4bd…
2012
6903131
ba145669d313…
2013
7704297
1794ceb7e3a5…… See the full description on the dataset page: https://huggingface.co/datasets/JoTalbot/ua-edrsr.lagenda_split
LAGENDA Dataset
This is a community mirror of the LAGENDA dataset created by LayerTeam. It has been uploaded here for easier access and integration with the Hugging Face datasets library.
All credit, rights, and accolades belong to the original authors. Please see the citation section below.
Dataset Description
LAGENDA (Large Age and Gender Dataset) is a dataset designed for age and gender recognition tasks. It addresses common biases in existing datasets by ensuring a… See the full description on the dataset page: https://huggingface.co/datasets/uaebn/lagenda_split.uae_collectedua-edrsr-texts
ЄДРСР — повні тексти судових рішень
Тексти рішень, отримані за прямими посиланнями (source_url) з публічного
Єдиного державного реєстру судових рішень (reyestr.court.gov.ua).
Метадані: JoTalbot/ua-edrsr;
пайплайн: JoTalbot/ukraine.
Отримання: rate-limited (0.5 с на запит), лише публічно опубліковані документи.
state.json — список вже завантажених document_id (щоб не качати повторно).
Формат: <рік>/texts-*.parquet (document_id, court, case_number, category, judge, text).… See the full description on the dataset page: https://huggingface.co/datasets/JoTalbot/ua-edrsr-texts.lagenda
LAGENDA Dataset
This is a community mirror of the LAGENDA dataset created by LayerTeam. It has been uploaded here for easier access and integration with the Hugging Face datasets library.
All credit, rights, and accolades belong to the original authors. Please see the citation section below.
Dataset Description
LAGENDA (Large Age and Gender Dataset) is a dataset designed for age and gender recognition tasks. It addresses common biases in existing datasets by ensuring a… See the full description on the dataset page: https://huggingface.co/datasets/uaebn/lagenda.ua-entity-graph
ua-entity-graph — граф связей сущностей украинских открытых данных
Сущностей: 10,295,068
Упоминаний: 10,897,977
Рёбер: 86,063
Сборка: 2026-09-25 06:19 UTC
Файл links.db — SQLite: таблицы entities, mentions, edges.
Запросы: python scripts/entity_links.py search --db links.db --id <ЄДРПОУ>.
Источники: ЄДР, ПДВ, ЄДРСР, а також person-реестры (wanted, missing,
notaries, court_experts, arbitration_managers, advocates, auditors, debtors).
Точная входная provenance:… See the full description on the dataset page: https://huggingface.co/datasets/JoTalbot/ua-entity-graph.cyber-security
Cybersecurity Instruction-Tuning Dataset
A large, cleaned, multi-domain cybersecurity chat dataset for LLM finetuning,
built from 198 distinct sources spanning offensive security, blue-team
operations, vulnerability intelligence, cloud/AWS security, malware analysis,
digital forensics, and more. Every record is normalized to the standard
messages chat format and deduplicated at both file and record level.
⚠️ Research use only. This dataset is provided exclusively for… See the full description on the dataset page: https://huggingface.co/datasets/oi-uae/cyber-security.ipfs_uae_laws_ir
United Arab Emirates legislation IR (CID-keyed sparse GraphRAG)
Research retrieval release of endomorphosis/ipfs_uae_laws (revision 400423ae7692a605e81863ee9c19b1daa33b46b0) packaged as
country-laws-ir-graphrag/v1 (layout family skillcenter-huggingface-release/v3 / publicus-ir).
Not legal advice. This is a research snapshot. The official gazette /
authentic source of United Arab Emirates prevails over this corpus. Retrieved documents
and graph edges are retrieval evidence only.… See the full description on the dataset page: https://huggingface.co/datasets/justicedao/ipfs_uae_laws_ir.UAE_100Kipfs_uae_laws
UAE Federal Laws and Constitution (UAE Legislation)
Research snapshot of official national legislation from UAE Legislation (General Secretariat of the UAE Cabinet).
Not legal advice. The official gazette / authentic source prevails over this corpus.
Snapshot
Field
Value
Snapshot date
2026-09-18
Coverage
snapshot
Source
UAE Legislation (General Secretariat of the UAE Cabinet)
Collector
scrapers/collect_ae.py
Laws / instruments
237
Articles
12… See the full description on the dataset page: https://huggingface.co/datasets/endomorphosis/ipfs_uae_laws.uae-sales-table-qa
🇦🇪 UAE Sales Table QA (Arabic)
⚠️ Note: All data in this dataset is synthetically generated using random values for learning and experimentation purposes. It does not represent real-world business data.
🧠 Overview
UAE Sales Table QA (Arabic) is an Arabic Question–Answering dataset for table reasoning and data analysis, generated from 21 UAE-style CSV tables.Each example includes:
Question — a natural-language query about the data
Steps — human-readable reasoning… See the full description on the dataset page: https://huggingface.co/datasets/zSynctic/uae-sales-table-qa.UAEC-bird-or-bicycleuae_chatterbox_training_v0uae-banking-rulebook-qa
UAE Banking Rulebook QA Dataset
Dataset Summary
The UAE Banking Rulebook QA dataset is a question-answering dataset generated from the official UAE Central Bank Rulebook. The dataset is designed to support the development of retrieval-augmented generation (RAG) systems, question-answering models, and other generative AI use cases in the legal and financial domains.
The dataset includes 490,000+ QA pairs, each grounded in a relevant context chunk from the official banking… See the full description on the dataset page: https://huggingface.co/datasets/rajeshthangaraj1/uae-banking-rulebook-qa.angle-UAE-pairs
angle UAE pairs
loaded the four datasets containing pairs for Universal AnglE Embeddings
note that qrecc is not included in this dataset
multi_nli (train set)
snli (train set)
qqp (train set)
mrpc (train set)
uae-synthetic-invoices-50
UAE Synthetic Invoice Dataset (50 Free Samples)
Dataset Description
This is a 100% synthetic dataset of 50 UAE invoices, designed for training and testing OCR and Document AI models. Privacy laws and KYC regulations make it nearly impossible to get real invoice data, so this dataset was created to fill that gap.
Curated by: HeliosMG4
Language(s): Arabic (ar), English (en)
License: Synthetic Data License (see LICENSE in this repository)
What's Inside?… See the full description on the dataset page: https://huggingface.co/datasets/HeliosMG4/uae-synthetic-invoices-50.UAE17000UAE18000UAE_validation_WAVCVEs
CVEs — a full-coverage CVE chat dataset
1,625,017 chat conversations covering all 361,190 usable CVEs (1999–2026), built for fine-tuning cybersecurity assistants. Every known CVE in the official CVE List with severity enrichment from NVD (via the fkie-cad community feeds), rendered as English user/assistant conversations with varied phrasings, honest handling of missing data, and a per-CVE 99/1 train/validation split with zero leakage.
The schema matches oi-uae/cyber-security… See the full description on the dataset page: https://huggingface.co/datasets/oi-uae/CVEs.uaetaxlawdataalsallom_update_para_UAE_transcription_low_chunk_by_elevenlabuae_desert_plants_datasetuae-laws-irac
UAE Laws Q&A Dataset (IRAC Format)
A high-quality dataset of 9,477 question-answer pairs about UAE laws, formatted in IRAC (Issue, Rule, Application, Conclusion) legal reasoning structure.
Dataset Creation
Source Documents
The dataset was built from a comprehensive collection of UAE legal documents, including:
Federal Decrees and Laws
Cabinet Resolutions
Ministerial Decisions
Civil and Commercial Codes
Labor Law
Traffic Law
And more
Creation Process… See the full description on the dataset page: https://huggingface.co/datasets/SalahALHaismawi/uae-laws-irac.asia-aviation-ourairports-uae
Airports in United Arab Emirates
Publisher: OurAirports · Source: HDX · License: Public Domain · Updated: 2026-05-01
Abstract
List of airports in United Arab Emirates, with latitude and longitude. Unverified community data from http://ourairports.com/countries/AE/
Each row in this dataset represents first-level administrative unit observations. Data was last updated on HDX on 2026-05-01. Geographic scope: ARE.
Curated into ML-ready Parquet format by Electric Sheep… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepasia/asia-aviation-ourairports-uae.structured-uae-laws
Dataset Card for structured-uae-laws
This dataset is a collection of question & answers about the laws and regulations in the United Arab Emirates.
It covers different areas of law like:
economy and business
family and community
finance and banking
industry and technical standardisation
justice and juiciary, labour
residency and leberal professions
security and safety
tax
Dataset Sources
Repository
Base Dataset
United Arab Emirates Legislations… See the full description on the dataset page: https://huggingface.co/datasets/obadabaq/structured-uae-laws.Logius-Standaarden-QA-NL-v1Logius-Standaarden-QA-v1uae-labour-rag-indexuae-business-email-dataset
Uae Business Email List — Market Intelligence Dataset
Explore the full Uae Business Email List at LeadsBlue →. This open dataset provides the aggregate market intelligence behind it.
At a glance: A research dataset describing the Uae Business Email List market: verified-contact volume, industry distribution, outreach benchmarks, and regulatory framework, published by LeadsBlue Research under CC BY 4.0.
Key figures
Metric
Value
Typical email open… See the full description on the dataset page: https://huggingface.co/datasets/emailmarketingdataset/uae-business-email-dataset.