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Datasets:
SmartQHSE
/
hse-regulators-directory

Tasks:
Text Retrieval
Tabular Classification
Languages:
English
Size:
n<1K
Tags:
hse
ehs
occupational-safety
osha
hse-regulators
compliance
License:
Dataset card Files
xet
 Community
Dataset Viewer
Duplicate
The dataset viewer is not available for this split.
Cannot load the dataset split (in streaming mode) to extract the first rows.
Error code:   StreamingRowsError
Exception:    CastError
Message:      Couldn't cast
metadata: struct<name: string, description: string, publisher: string, license: string, cite_as: string, rows: (... 35 chars omitted)
  child 0, name: string
  child 1, description: string
  child 2, publisher: string
  child 3, license: string
  child 4, cite_as: string
  child 5, rows: int64
  child 6, last_updated: timestamp[s]
data: list<item: struct<id: string, country: string, iso: string, regulator: string, abbr: string, website (... 123 chars omitted)
  child 0, item: struct<id: string, country: string, iso: string, regulator: string, abbr: string, website: string, p (... 111 chars omitted)
      child 0, id: string
      child 1, country: string
      child 2, iso: string
      child 3, regulator: string
      child 4, abbr: string
      child 5, website: string
      child 6, parent_agency: string
      child 7, key_legislation: list<item: string>
          child 0, item: string
      child 8, scope: string
      child 9, established: int64
      child 10, wikidata: string
name: string
keywords: list<item: string>
  child 0, item: string
publisher: struct<@type: string, name: string, url: string>
  child 0, @type: string
  child 1, name: string
  child 2, url: string
citeAs: string
conformsTo: string
license: string
creator: struct<@type: string, name: string, url: string>
  child 0, @type: string
  child 1, name: string
  child 2, url: string
version: string
datePublished: timestamp[s]
@type: string
sameAs: list<item: string>
  child 0, item: string
inLanguage: string
description: string
url: string
@context: struct<@language: string, @vocab: string, cr: string, sc: string>
  child 0, @language: string
  child 1, @vocab: string
  child 2, cr: string
  child 3, sc: string
to
{'@context': {'@language': Value('string'), '@vocab': Value('string'), 'cr': Value('string'), 'sc': Value('string')}, '@type': Value('string'), 'name': Value('string'), 'description': Value('string'), 'url': Value('string'), 'sameAs': List(Value('string')), 'license': Value('string'), 'creator': {'@type': Value('string'), 'name': Value('string'), 'url': Value('string')}, 'publisher': {'@type': Value('string'), 'name': Value('string'), 'url': Value('string')}, 'datePublished': Value('timestamp[s]'), 'version': Value('string'), 'keywords': List(Value('string')), 'inLanguage': Value('string'), 'conformsTo': Value('string'), 'citeAs': Value('string')}
because column names don't match
Traceback:    Traceback (most recent call last):
                File "/src/services/worker/src/worker/utils.py", line 99, in get_rows_or_raise
                  return get_rows(
                         ^^^^^^^^^
                File "/src/libs/libcommon/src/libcommon/utils.py", line 272, in decorator
                  return func(*args, **kwargs)
                         ^^^^^^^^^^^^^^^^^^^^^
                File "/src/services/worker/src/worker/utils.py", line 77, in get_rows
                  rows_plus_one = list(itertools.islice(ds, rows_max_number + 1))
                                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/datasets/iterable_dataset.py", line 2690, in __iter__
                  for key, example in ex_iterable:
                                      ^^^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/datasets/iterable_dataset.py", line 2227, in __iter__
                  for key, pa_table in self._iter_arrow():
                                       ^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/datasets/iterable_dataset.py", line 2251, in _iter_arrow
                  for key, pa_table in self.ex_iterable._iter_arrow():
                                       ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/datasets/iterable_dataset.py", line 494, in _iter_arrow
                  for key, pa_table in iterator:
                                       ^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/datasets/iterable_dataset.py", line 384, in _iter_arrow
                  for key, pa_table in self.generate_tables_fn(**gen_kwags):
                                       ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/datasets/packaged_modules/json/json.py", line 299, in _generate_tables
                  self._cast_table(pa_table, json_field_paths=json_field_paths),
                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/datasets/packaged_modules/json/json.py", line 128, in _cast_table
                  pa_table = table_cast(pa_table, self.info.features.arrow_schema)
                             ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/datasets/table.py", line 2321, in table_cast
                  return cast_table_to_schema(table, schema)
                         ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/datasets/table.py", line 2249, in cast_table_to_schema
                  raise CastError(
              datasets.table.CastError: Couldn't cast
              metadata: struct<name: string, description: string, publisher: string, license: string, cite_as: string, rows: (... 35 chars omitted)
                child 0, name: string
                child 1, description: string
                child 2, publisher: string
                child 3, license: string
                child 4, cite_as: string
                child 5, rows: int64
                child 6, last_updated: timestamp[s]
              data: list<item: struct<id: string, country: string, iso: string, regulator: string, abbr: string, website (... 123 chars omitted)
                child 0, item: struct<id: string, country: string, iso: string, regulator: string, abbr: string, website: string, p (... 111 chars omitted)
                    child 0, id: string
                    child 1, country: string
                    child 2, iso: string
                    child 3, regulator: string
                    child 4, abbr: string
                    child 5, website: string
                    child 6, parent_agency: string
                    child 7, key_legislation: list<item: string>
                        child 0, item: string
                    child 8, scope: string
                    child 9, established: int64
                    child 10, wikidata: string
              name: string
              keywords: list<item: string>
                child 0, item: string
              publisher: struct<@type: string, name: string, url: string>
                child 0, @type: string
                child 1, name: string
                child 2, url: string
              citeAs: string
              conformsTo: string
              license: string
              creator: struct<@type: string, name: string, url: string>
                child 0, @type: string
                child 1, name: string
                child 2, url: string
              version: string
              datePublished: timestamp[s]
              @type: string
              sameAs: list<item: string>
                child 0, item: string
              inLanguage: string
              description: string
              url: string
              @context: struct<@language: string, @vocab: string, cr: string, sc: string>
                child 0, @language: string
                child 1, @vocab: string
                child 2, cr: string
                child 3, sc: string
              to
              {'@context': {'@language': Value('string'), '@vocab': Value('string'), 'cr': Value('string'), 'sc': Value('string')}, '@type': Value('string'), 'name': Value('string'), 'description': Value('string'), 'url': Value('string'), 'sameAs': List(Value('string')), 'license': Value('string'), 'creator': {'@type': Value('string'), 'name': Value('string'), 'url': Value('string')}, 'publisher': {'@type': Value('string'), 'name': Value('string'), 'url': Value('string')}, 'datePublished': Value('timestamp[s]'), 'version': Value('string'), 'keywords': List(Value('string')), 'inLanguage': Value('string'), 'conformsTo': Value('string'), 'citeAs': Value('string')}
              because column names don't match

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HSE Regulators Directory

Reference dataset of 36 major occupational safety and health regulators across 27 jurisdictions including:

  • North America: OSHA (US), NIOSH (US), MSHA (US), CCOHS (CA)
  • Europe: HSE (UK), EU-OSHA, INRS (FR), BAuA (DE), INAIL (IT), INSST (ES), Arbeidstilsynet (NO), Arbetsmiljöverket (SE), FIOH (FI)
  • GCC: MoHRE + OSHAD + Dubai Municipality (UAE), MHRSD (SA), MoL (QA), MoL (OM), PAM (KW), LMRA (BH)
  • Asia-Pacific: Safe Work Australia, WorkSafe NZ, MHLW (JP), KOSHA (KR), MOM (SG), DGMS (IN)
  • Africa & LatAm: DoEL (ZA), MTE (BR), STPS (MX)
  • International: ILO, ISO, IOGP, IMO, ICAO

Each entry includes:

  • Country / jurisdiction (with ISO 3166-1 alpha-2 code)
  • Regulator full name, abbreviation, official website
  • Parent agency
  • Key legislation (Acts, Regulations, Codes, Conventions)
  • Scope (national / sector / international)
  • Year established
  • Wikidata Q-ID (where the regulator has its own Wikidata entity)

Usage 

from datasets import load_dataset
ds = load_dataset("SmartQHSE/hse-regulators-directory")
for row in ds["train"]:
    print(row["abbr"], "—", row["country"], "—", row["regulator"])

# Filter Wikidata-linked regulators
curl -s https://huggingface.co/datasets/SmartQHSE/hse-regulators-directory/resolve/main/data.jsonl \
  | jq 'select(.wikidata != null) | {abbr, regulator, wikidata}'

Companion datasets

Wikidata cross-references

This dataset is part of the SmartQHSE open data programme. Related Q-items: HSE Regulations Changelog Q139623117, HSE Glossary Q139623112, ARIA HSE AI assistant Q139714237.

Citation

SmartQHSE Ltd (2026). HSE Regulators Directory [dataset]. https://huggingface.co/datasets/SmartQHSE/hse-regulators-directory

License: CC BY 4.0. Built by SmartQHSE.
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