datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
ipfs_oman_laws_ir
Oman legislation IR (CID-keyed sparse GraphRAG)
Research retrieval release of endomorphosis/ipfs_oman_laws (revision 5541edef3d9f52bfc131e137ef39248eeb8154fe) 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 Oman prevails over this corpus. Retrieved documents
and graph edges are retrieval evidence only. No legal text was invented.… See the full description on the dataset page: https://huggingface.co/datasets/justicedao/ipfs_oman_laws_ir.ipfs_oman_laws
Oman Basic Statute, Laws and Royal Decrees (MJLA)
Research snapshot of official national legislation from Ministry of Justice and Legal Affairs (mjla.gov.om).
Not legal advice. The official gazette / authentic source prevails over this corpus.
Snapshot
Field
Value
Snapshot date
2026-09-18
Coverage
snapshot
Source
Ministry of Justice and Legal Affairs (mjla.gov.om)
Collector
scrapers/collect_om.py
Laws / instruments
1,679
Articles
2,069… See the full description on the dataset page: https://huggingface.co/datasets/endomorphosis/ipfs_oman_laws.Omanic
Omanic
The dataset contains two splits:
OmanicSynth: 10,296 machine-generated training examples.
OmanicBench: 967 expert-reviewed, human-annotated evaluation examples.
Each row is a single 4-hop reasoning instance.
For more details, please refer to the paper: Omanic: Towards Step-wise Evaluation of Multi-hop Reasoning in Large Language Models.
Data Fields
Each example contains the following top-level keys:
id: A unique example identifier.
single_hop: A list of… See the full description on the dataset page: https://huggingface.co/datasets/li-lab/Omanic.oman-wikipedia-corpus
Oman Wikipedia Corpus | مجموعة ويكيبيديا العُمانية
A bilingual (Arabic + English) plaintext corpus of Wikipedia articles about Oman,
built from the official MediaWiki APIs of ar.wikipedia.org and en.wikipedia.org.
مجموعة نصوص ثنائية اللغة (العربية والإنجليزية) من مقالات ويكيبيديا المتعلقة بسلطنة عُمان،
مبنية من واجهات ميدياويكي الرسمية.
Dataset Summary
Arabic (عربي)
English
Articles
1,205
522
Total words
702,327
400,257
Categories walked
258
147… See the full description on the dataset page: https://huggingface.co/datasets/menasaat/oman-wikipedia-corpus.oman-government-statistics
Oman Government Statistics — NCSI Publications Catalog | فهرس منشورات المركز الوطني للإحصاء والمعلومات
A structured, bilingual (EN/AR) catalog of official statistical publications from Oman's
National Centre for Statistics and Information (NCSI), harvested from
ncsi.gov.om/publications.
فهرس منظّم ثنائي اللغة لمنشورات المركز الوطني للإحصاء والمعلومات في سلطنة عُمان.
Scope (v0.1)
1,844 publications across 15 subject areas, each with bilingual titles,
direct EN/AR… See the full description on the dataset page: https://huggingface.co/datasets/jaifar/oman-government-statistics.Ounass.Product.prices.Oman
Ounass web scraped data
About the website
Ounass operates within the e-commerce industry in EMEA, specifically within the Luxury Fashion sector. It is an integral part of the online retail market in the region, offering premium clothing, accessories, and home and beauty products. With a special focus on Oman, Ounass has made a significant footprint in the countrys e-commerce landscape, serving high-end customers with an expansive array of products from global luxury… See the full description on the dataset page: https://huggingface.co/datasets/DBQ/Ounass.Product.prices.Oman.oman-government-statistics
Oman Government Statistics — NCSI Publications Catalog | فهرس منشورات المركز الوطني للإحصاء والمعلومات
A structured, bilingual (EN/AR) catalog of official statistical publications from Oman's
National Centre for Statistics and Information (NCSI), harvested from
ncsi.gov.om/publications.
فهرس منظّم ثنائي اللغة لمنشورات المركز الوطني للإحصاء والمعلومات في سلطنة عُمان.
Scope (v0.1)
1,844 publications across 15 subject areas, each with bilingual titles,
direct EN/AR… See the full description on the dataset page: https://huggingface.co/datasets/menasaat/oman-government-statistics.oman-wikipedia-corpus
Oman Wikipedia Corpus | مجموعة ويكيبيديا العُمانية
A bilingual (Arabic + English) plaintext corpus of Wikipedia articles about Oman,
built from the official MediaWiki APIs of ar.wikipedia.org and en.wikipedia.org.
مجموعة نصوص ثنائية اللغة (العربية والإنجليزية) من مقالات ويكيبيديا المتعلقة بسلطنة عُمان،
مبنية من واجهات ميدياويكي الرسمية.
Dataset Summary
Arabic (عربي)
English
Articles
1,205
522
Total words
702,327
400,257
Categories walked
258
147… See the full description on the dataset page: https://huggingface.co/datasets/jaifar/oman-wikipedia-corpus.shona-hate-speech
Dataset Card for Balanced Shona Hate Speech Dataset
Dataset Summary
This dataset contains 2,000 balanced examples of Shona text classified into four categories: NEUTRAL, OFFENSIVE, CONTEXTUAL, and HATE.
Data Sources
Label
Source
Count
NEUTRAL
Literary novel (Imbwa Yemunhu by Ignatius T. Mabasa)
500
OFFENSIVE
Synthetic template-based generation
500
CONTEXTUAL
Synthetic (quoted hate speech, not endorsed)
500
HATE
Synthetic (direct attacks on… See the full description on the dataset page: https://huggingface.co/datasets/omanyasa/shona-hate-speech.menasaat-oman-tourism-places
Oman Tourism Places | الأماكن السياحية في سلطنة عُمان
159 unique tourist places and attractions across all 11 governorates of the Sultanate of
Oman — forts, castles, museums, wadis, beaches, mountains, souqs, diving sites and UNESCO
World Heritage sites — compiled and quality-cleaned by Menasaat.
159 مكاناً سياحياً فريداً في جميع محافظات سلطنة عُمان — قلاع، حصون، متاحف، أودية، شواطئ،
جبال، أسواق تقليدية ومواقع تراث عالمي — أعدتها ونقّحتها منصات افتراضية ش.م.م.… See the full description on the dataset page: https://huggingface.co/datasets/jaifar/menasaat-oman-tourism-places.menasaat-oman-tourism-places
Oman Tourism Places | الأماكن السياحية في سلطنة عُمان
159 unique tourist places and attractions across all 11 governorates of the Sultanate of
Oman — forts, castles, museums, wadis, beaches, mountains, souqs, diving sites and UNESCO
World Heritage sites — compiled and quality-cleaned by Menasaat.
159 مكاناً سياحياً فريداً في جميع محافظات سلطنة عُمان — قلاع، حصون، متاحف، أودية، شواطئ،
جبال، أسواق تقليدية ومواقع تراث عالمي — أعدتها ونقّحتها منصات افتراضية ش.م.م.… See the full description on the dataset page: https://huggingface.co/datasets/menasaat/menasaat-oman-tourism-places.OmaniArabicNMTPerformance: 'BLEU': 35.127, 'ChrF': 63.832
OmaniNMT is a parallel dataset composed of 8,000 sentences in Modern Standard Arabic and Omani Arabic. It is intended to be used for fine-tuning Neural Machine Translation models and Large Language Models for Omani Arabic.
Omani Arabic is a dialect of Arabic spoken in Oman.
This dataset was created and curated using a proprietary method developed by XRI Global which ensures coverage of a conceptual space when doing data collection. This method was… See the full description on the dataset page: https://huggingface.co/datasets/xri/OmaniArabicNMT.asia-ports-oman-daily-port-activity-data-and-shipme
Oman: Daily Port Activity Data and Shipment Estimates
Publisher: PortWatch · Source: HDX · License: hdx-other · Updated: 2026-04-29
Abstract
Daily count of port calls, estimates of incoming shipment volumes and outgoing shipment volumes (in metric tons) for ports in Oman.
Each row in this dataset represents country-level aggregates. Data was last updated on HDX on 2026-04-29. Geographic scope: OMN.
Curated into ML-ready Parquet format by Electric Sheep Africa.… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepasia/asia-ports-oman-daily-port-activity-data-and-shipme.oman-business-email-dataset
Oman Business Email Database — Market Intelligence Dataset
214,000 verified Oman contacts are available from LeadsBlue →. This open dataset provides the aggregate market intelligence behind that database — contact volume, benchmark open/reply rates, send timing, and compliance for the Oman segment.
At a glance: A research dataset describing the Oman Business Email Database market: verified-contact volume, industry distribution, outreach benchmarks, and regulatory framework… See the full description on the dataset page: https://huggingface.co/datasets/emailmarketingdataset/oman-business-email-dataset.dbr-arab-oman-countersomani_mult_speaker_1.5hasia-health-facilities-oman-healthsites
Oman Healthsites
This dataset shows the list of operating health facilities. Attributes included: Name,Nature of Facility, Activities, Lat, Long
Resources
Resource Count: 5
Formats: csv, geojson, shp
Last Updated: 2025-10-15
Coverage
omn
Tags
health facilities
License
License ID: odbl
Citation
@dataset{{{slug}},
title = {{{title}}},
author = {{{org}}},
year = {{{last_updated[:4] if updated else 'unknown'}}},
URL =… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepasia/asia-health-facilities-oman-healthsites.asia-aid-flows-iati-oman
Oman - Current IATI Aid Activities
Publisher: International Aid Transparency Initiative · Source: HDX · License: hdx-other · Updated: 2026-05-05
Abstract
List of active aid activities shared via the International Aid Transparency Initiative (IATI). Includes both humanitarian and development activities. More information on each activity (including financial data) is available from http://www.d-portal.org
Each row in this dataset represents country-level aggregates.… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepasia/asia-aid-flows-iati-oman.asia-aviation-ourairports-oman
Airports in Oman
Publisher: OurAirports · Source: HDX · License: Public Domain · Updated: 2026-03-13
Abstract
List of airports in Oman, with latitude and longitude. Unverified community data from http://ourairports.com/countries/OM/
Each row in this dataset represents first-level administrative unit observations. Data was last updated on HDX on 2026-03-13. Geographic scope: OMN.
Curated into ML-ready Parquet format by Electric Sheep Africa.
Dataset… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepasia/asia-aviation-ourairports-oman.omani_single_speaker_2hrobot-vision-dataset-vh
Robot Vision Sample Dataset
This dataset is created for experimental robotics vision and perception training purposes.
asia-disability-who-data-for-oman
Oman - Health Indicators
This dataset contains data from WHO's data portal covering the following categories: Air pollution, Antimicrobial resistance (AMR), Assistive technology, Child mortality, Dementia diagnosis, treatment and care, Dementia policy and legislation, Environment and heal
Resources
Resource Count: 37
Formats: csv
Last Updated: 2025-02-07
Coverage
omn
Tags
disability, disease, environment, health, hxl, indicators, malaria… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepasia/asia-disability-who-data-for-oman.asia-who-historical-data-for-oman
Oman - Historical Health Indicators
Publisher: World Health Organization · Source: HDX · License: hdx-other · Updated: 2025-02-07
Abstract
This dataset contains historical data from WHO's data portal.
Each row in this dataset represents first-level administrative unit observations. Data was last updated on HDX on 2025-02-07. Geographic scope: OMN.
Curated into ML-ready Parquet format by Electric Sheep Africa.
Dataset Characteristics
Domain… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepasia/asia-who-historical-data-for-oman.robot_vision_sample_dataset_5
Robot Vision Sample Dataset
This dataset is created for experimental robotics vision and perception training purposes.
OmanSent
OmanSent
How to use
To access this dataset, you must first agree to the terms above and request access. Once your request is approved, you can load the dataset as follows:
from datasets import load_dataset
dataset = load_dataset("mktr/OmanSent")
dataset['train'][14]
Output example:
{
"answer": "طبعاً موجود بكثره ف المناطق البعيده مثل البلدان",
"sentiment": "neutral"
}
Note: Make sure you are logged in to your Hugging Face account (hf auth login) with an… See the full description on the dataset page: https://huggingface.co/datasets/mktr/OmanSent.robot-vision-sample-dataset-vv
Robot Vision Sample Dataset
This dataset is created for experimental robotics vision and perception training purposes.
robot-vision-sample-dataset2
Robot Vision Sample Dataset
This dataset is created for experimental robotics vision and perception training purposes.
robot_vision_sample_dataset_a12
Robot Vision Sample Dataset
This dataset is created for experimental robotics vision and perception training purposes.
asia-world-bank-health-indicators-for-oman
Oman - Health
Publisher: World Bank Group · Source: HDX · License: cc-by · Updated: 2026-04-28
Abstract
Contains data from the World Bank's data portal. There is also a consolidated country dataset on HDX.
Improving health is central to the Millennium Development Goals, and the public sector is the main provider of health care in developing countries. To reduce inequities, many countries have emphasized primary health care, including immunization, sanitation, access to… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepasia/asia-world-bank-health-indicators-for-oman.robot-vision-dataset-vg
Robot Vision Sample Dataset
This dataset is created for experimental robotics vision and perception training purposes.