Oman Open Data
Collection
Open datasets about the Sultanate of Oman: text corpora, official statistics, and more. • 2 items • Updated • 1
Dataset Viewer
The dataset viewer is not available for this subset.
Cannot get the split names for the config 'publications' of the dataset.
Exception: SplitsNotFoundError
Message: The split names could not be parsed from the dataset config.
Traceback: Traceback (most recent call last):
File "/usr/local/lib/python3.14/site-packages/httpx/_transports/default.py", line 101, in map_httpcore_exceptions
yield
File "/usr/local/lib/python3.14/site-packages/httpx/_transports/default.py", line 250, in handle_request
resp = self._pool.handle_request(req)
File "/usr/local/lib/python3.14/site-packages/httpcore/_sync/connection_pool.py", line 256, in handle_request
raise exc from None
File "/usr/local/lib/python3.14/site-packages/httpcore/_sync/connection_pool.py", line 236, in handle_request
response = connection.handle_request(
pool_request.request
)
File "/usr/local/lib/python3.14/site-packages/httpcore/_sync/connection.py", line 101, in handle_request
raise exc
File "/usr/local/lib/python3.14/site-packages/httpcore/_sync/connection.py", line 78, in handle_request
stream = self._connect(request)
File "/usr/local/lib/python3.14/site-packages/httpcore/_sync/connection.py", line 124, in _connect
stream = self._network_backend.connect_tcp(**kwargs)
File "/usr/local/lib/python3.14/site-packages/httpcore/_backends/sync.py", line 207, in connect_tcp
with map_exceptions(exc_map):
~~~~~~~~~~~~~~^^^^^^^^^
File "/usr/local/lib/python3.14/contextlib.py", line 162, in __exit__
self.gen.throw(value)
~~~~~~~~~~~~~~^^^^^^^
File "/usr/local/lib/python3.14/site-packages/httpcore/_exceptions.py", line 14, in map_exceptions
raise to_exc(exc) from exc
httpcore.ConnectTimeout: timed out
The above exception was the direct cause of the following exception:
Traceback (most recent call last):
File "/usr/local/lib/python3.14/site-packages/datasets/utils/file_utils.py", line 844, in read_with_retries
out = read(*args, **kwargs)
File "/usr/local/lib/python3.14/site-packages/huggingface_hub/hf_file_system.py", line 1238, in read
return super().read(length)
~~~~~~~~~~~~^^^^^^^^
File "/usr/local/lib/python3.14/site-packages/fsspec/spec.py", line 1897, in read
out = self.cache._fetch(self.loc, self.loc + length)
File "/usr/local/lib/python3.14/site-packages/fsspec/caching.py", line 234, in _fetch
self.cache = self.fetcher(start, end) # new block replaces old
~~~~~~~~~~~~^^^^^^^^^^^^
File "/usr/local/lib/python3.14/site-packages/huggingface_hub/hf_file_system.py", line 1194, in _fetch_range
r = http_backoff("GET", url, headers=headers, timeout=constants.HF_HUB_DOWNLOAD_TIMEOUT)
File "/usr/local/lib/python3.14/site-packages/huggingface_hub/utils/_http.py", line 559, in http_backoff
return next(
_http_backoff_base(
...<9 lines>...
)
)
File "/usr/local/lib/python3.14/site-packages/huggingface_hub/utils/_http.py", line 479, in _http_backoff_base
raise err
File "/usr/local/lib/python3.14/site-packages/huggingface_hub/utils/_http.py", line 467, in _http_backoff_base
response = client.request(method=method, url=url, **kwargs)
File "/usr/local/lib/python3.14/site-packages/httpx/_client.py", line 825, in request
return self.send(request, auth=auth, follow_redirects=follow_redirects)
~~~~~~~~~^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.14/site-packages/httpx/_client.py", line 914, in send
response = self._send_handling_auth(
request,
...<2 lines>...
history=[],
)
File "/usr/local/lib/python3.14/site-packages/httpx/_client.py", line 942, in _send_handling_auth
response = self._send_handling_redirects(
request,
follow_redirects=follow_redirects,
history=history,
)
File "/usr/local/lib/python3.14/site-packages/httpx/_client.py", line 979, in _send_handling_redirects
response = self._send_single_request(request)
File "/usr/local/lib/python3.14/site-packages/httpx/_client.py", line 1014, in _send_single_request
response = transport.handle_request(request)
File "/usr/local/lib/python3.14/site-packages/httpx/_transports/default.py", line 249, in handle_request
with map_httpcore_exceptions():
~~~~~~~~~~~~~~~~~~~~~~~^^
File "/usr/local/lib/python3.14/contextlib.py", line 162, in __exit__
self.gen.throw(value)
~~~~~~~~~~~~~~^^^^^^^
File "/usr/local/lib/python3.14/site-packages/httpx/_transports/default.py", line 118, in map_httpcore_exceptions
raise mapped_exc(message) from exc
httpx.ConnectTimeout: timed out
The above exception was the direct cause of the following exception:
Traceback (most recent call last):
File "/usr/local/lib/python3.14/site-packages/datasets/inspect.py", line 286, in get_dataset_config_info
for split_generator in builder._split_generators(
~~~~~~~~~~~~~~~~~~~~~~~~~^
StreamingDownloadManager(base_path=builder.base_path, download_config=download_config)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
)
^
File "/usr/local/lib/python3.14/site-packages/datasets/packaged_modules/parquet/parquet.py", line 127, in _split_generators
self.info.features = datasets.Features.from_arrow_schema(pq.read_schema(f))
~~~~~~~~~~~~~~^^^
File "/usr/local/lib/python3.14/site-packages/pyarrow/parquet/core.py", line 2424, in read_schema
file = ParquetFile(
where, memory_map=memory_map,
decryption_properties=decryption_properties)
File "/usr/local/lib/python3.14/site-packages/pyarrow/parquet/core.py", line 328, in __init__
self.reader.open(
~~~~~~~~~~~~~~~~^
source, use_memory_map=memory_map,
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
...<8 lines>...
arrow_extensions_enabled=arrow_extensions_enabled,
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
)
^
File "pyarrow/_parquet.pyx", line 1656, in pyarrow._parquet.ParquetReader.open
File "pyarrow/error.pxi", line 89, in pyarrow.lib.check_status
File "/usr/local/lib/python3.14/site-packages/datasets/utils/file_utils.py", line 869, in read_with_retries
raise ConnectionError("Server Disconnected") from disconnect_err
ConnectionError: Server Disconnected
The above exception was the direct cause of the following exception:
Traceback (most recent call last):
File "/src/services/worker/src/worker/job_runners/config/split_names.py", line 68, in compute_split_names_from_streaming_response
for split in get_dataset_split_names(
~~~~~~~~~~~~~~~~~~~~~~~^
path=dataset,
^^^^^^^^^^^^^
config_name=config,
^^^^^^^^^^^^^^^^^^^
token=hf_token,
^^^^^^^^^^^^^^^
)
^
File "/usr/local/lib/python3.14/site-packages/datasets/inspect.py", line 340, in get_dataset_split_names
info = get_dataset_config_info(
path,
...<6 lines>...
**config_kwargs,
)
File "/usr/local/lib/python3.14/site-packages/datasets/inspect.py", line 291, in get_dataset_config_info
raise SplitsNotFoundError("The split names could not be parsed from the dataset config.") from err
datasets.inspect.SplitsNotFoundError: The split names could not be parsed from the dataset config.Need help to make the dataset viewer work? Make sure to review how to configure the dataset viewer, and open a discussion for direct support.
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 PDF links (and XLS where available), category, and publication dates.
- Every file link was verified (HTTP status + size) at harvest time: 3,703/3,706 files confirmed reachable (~25.0 GB of official reports).
Subject areas covered:
- Annual reports of the Centre
- Census and Suerveys
- Economic
- Education and culture
- Environment
- General statistics
- Health
- Natural resources
- Opinion polls
- Population
- Security & Safety
- Social
- Sustainable development goals
- Tourism
- other
Data Fields (publications config)
| Field | Description |
|---|---|
id / publication_id |
Stable row ID / NCSI's numeric ID |
title_en / title_ar |
Bilingual publication titles |
category_en / category_ar |
Subject classification (bilingual) |
pdf_url_en / pdf_url_ar |
Official PDF links; *_status and *_bytes verify availability |
xls_url_en / xls_url_ar |
Excel data files where NCSI provides them |
published_date |
Publication date (from NCSI) |
views |
Popularity signal from NCSI |
Roadmap
- v0.2: structured headline indicators (CPI, trade, population) parsed from the monthly bulletins.
- v0.2+: data.gov.om indicators, respecting its robots.txt (its SDMX API is disallowed).
Licensing
Published by NCSI, Sultanate of Oman. Redistribution follows the NCSI open-data terms of use (see license link). The catalog itself (metadata, links, verification flags) is published here for research and reference; the reports remain © NCSI / the Sultanate of Oman.
Maintenance
Maintained by Menasaat | Virtual Platforms LLC (menasaat). Harvest: 2026-09-20T17:20:50Z (UTC).
About the publisher | عن الناشر
Menasaat | Virtual Platforms LLC is an enterprise AI company serving Oman, the GCC, and the wider MENA region. We build Arabic-first AI solutions: open data about the Sultanate of Oman, fine-tuned Arabic/English large language models (LLMs), retrieval (RAG) systems, and production AI for enterprises and the public sector. Explore our work at menasaat.com and on Hugging Face.
منصات افتراضية ش.م.م (Menasaat) هي شركة ذكاء اصطناعي مؤسسي تخدم سلطنة عُمان ودول مجلس التعاون الخليجي ومنطقة الشرق الأوسط وشمال أفريقيا. نبني حلول ذكاء اصطناعي عربية أولاً: بيانات مفتوحة عن سلطنة عُمان، ونماذج لغوية كبيرة (LLM) مُدرَّبة بالعربية والإنجليزية، وأنظمة استرجاع معزّز بالتوليد (RAG)، وحلول ذكاء اصطناعي إنتاجية للمؤسسات والقطاع العام.
Keywords: menasaat, منصات, منصات افتراضية, Virtual Platforms LLC, AI company Oman, AI Oman, enterprise AI Oman, AI company Muscat, شركة ذكاء اصطناعي عمان, الذكاء الاصطناعي في سلطنة عمان, الذكاء الاصطناعي عمان, شركات الذكاء الاصطناعي في الخليج, enterprise AI GCC, Arabic AI, Arabic LLM, Oman open data
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