Datasets:

SmartQHSE
/

hse-regulations-changelog

Error code:   StreamingRowsError
Exception:    CastError
Message:      Couldn't cast
metadata: struct<name: string, canonical: string, api: string, license: string, license_url: string, cite_as:  (... 122 chars omitted)
  child 0, name: string
  child 1, canonical: string
  child 2, api: string
  child 3, license: string
  child 4, license_url: string
  child 5, cite_as: string
  child 6, doi: string
  child 7, zenodo_url: string
  child 8, wikidata_qid: string
  child 9, publisher: string
  child 10, last_updated: timestamp[s]
  child 11, rows: int64
data: list<item: struct<id: string, effectiveDate: timestamp[s], trackedDate: timestamp[s], jurisdiction:  (... 138 chars omitted)
  child 0, item: struct<id: string, effectiveDate: timestamp[s], trackedDate: timestamp[s], jurisdiction: string, reg (... 126 chars omitted)
      child 0, id: string
      child 1, effectiveDate: timestamp[s]
      child 2, trackedDate: timestamp[s]
      child 3, jurisdiction: string
      child 4, regulator: string
      child 5, title: string
      child 6, change: string
      child 7, summary: string
      child 8, sourceUrl: string
      child 9, tags: list<item: string>
          child 0, item: string
      child 10, citation: string
name: string
sameAs: list<item: string>
  child 0, item: string
url: string
isLiveDataset: bool
dateModified: timestamp[s]
distribution: list<item: struct<@type: string, @id: string, name: string, contentUrl: string, encodingFormat: stri (... 20 chars omitted)
  child 0, item: struct<@type: string, @id: string, name: string, contentUrl: string, 
...
 2, url: string
@context: struct<@language: string, @vocab: string, citeAs: string, column: string, conformsTo: string, cr: st (... 552 chars omitted)
  child 0, @language: string
  child 1, @vocab: string
  child 2, citeAs: string
  child 3, column: string
  child 4, conformsTo: string
  child 5, cr: string
  child 6, data: struct<@id: string, @type: string>
      child 0, @id: string
      child 1, @type: string
  child 7, dataType: struct<@id: string, @type: string>
      child 0, @id: string
      child 1, @type: string
  child 8, dct: string
  child 9, examples: struct<@id: string, @type: string>
      child 0, @id: string
      child 1, @type: string
  child 10, extract: string
  child 11, field: string
  child 12, fileProperty: string
  child 13, fileObject: string
  child 14, fileSet: string
  child 15, format: string
  child 16, includes: string
  child 17, isLiveDataset: string
  child 18, jsonPath: string
  child 19, key: string
  child 20, md5: string
  child 21, parentField: string
  child 22, path: string
  child 23, recordSet: string
  child 24, references: string
  child 25, regex: string
  child 26, repeated: string
  child 27, replace: string
  child 28, sc: string
  child 29, separator: string
  child 30, source: string
  child 31, subField: string
  child 32, transform: string
license: string
inLanguage: string
publisher: struct<@type: string, name: string, url: string>
  child 0, @type: string
  child 1, name: string
  child 2, url: string
version: string
to
{'@context': {'@language': Value('string'), '@vocab': Value('string'), 'citeAs': Value('string'), 'column': Value('string'), 'conformsTo': Value('string'), 'cr': Value('string'), 'data': {'@id': Value('string'), '@type': Value('string')}, 'dataType': {'@id': Value('string'), '@type': Value('string')}, 'dct': Value('string'), 'examples': {'@id': Value('string'), '@type': Value('string')}, 'extract': Value('string'), 'field': Value('string'), 'fileProperty': Value('string'), 'fileObject': Value('string'), 'fileSet': Value('string'), 'format': Value('string'), 'includes': Value('string'), 'isLiveDataset': Value('string'), 'jsonPath': Value('string'), 'key': Value('string'), 'md5': Value('string'), 'parentField': Value('string'), 'path': Value('string'), 'recordSet': Value('string'), 'references': Value('string'), 'regex': Value('string'), 'repeated': Value('string'), 'replace': Value('string'), 'sc': Value('string'), 'separator': Value('string'), 'source': Value('string'), 'subField': Value('string'), 'transform': 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]'), 'dateModified': Value('timestamp[s]'), 'version': Value('string'), 'keywords': List(Value('string')), 'inLanguage': Value('string'), 'conformsTo': Value('string'), 'citeAs': Value('string'), 'isLiveDataset': Value('bool'), 'distribution': List({'@type': Value('string'), '@id': Value('string'), 'name': Value('string'), 'contentUrl': Value('string'), 'encodingFormat': Value('string'), 'sha256': Value('string')})}
because column names don't match
Traceback:    Traceback (most recent call last):
                File "/src/services/worker/src/worker/utils.py", line 147, in get_rows_or_raise
                  return get_rows(
                      dataset=dataset,
                  ...<4 lines>...
                      column_names=column_names,
                  )
                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 127, in get_rows
                  rows_plus_one = list(itertools.islice(safe_iter(ds, dataset=dataset), rows_max_number + 1))
                File "/src/services/worker/src/worker/utils.py", line 483, in safe_iter
                  yield from ds.decode(False) if ds.features else ds
                File "/usr/local/lib/python3.14/site-packages/datasets/iterable_dataset.py", line 2840, in __iter__
                  for key, example in ex_iterable:
                                      ^^^^^^^^^^^
                File "/usr/local/lib/python3.14/site-packages/datasets/iterable_dataset.py", line 2373, in __iter__
                  for key, pa_table in self._iter_arrow():
                                       ~~~~~~~~~~~~~~~~^^
                File "/usr/local/lib/python3.14/site-packages/datasets/iterable_dataset.py", line 2398, in _iter_arrow
                  for key, pa_table in self.ex_iterable._iter_arrow():
                                       ~~~~~~~~~~~~~~~~~~~~~~~~~~~~^^
                File "/usr/local/lib/python3.14/site-packages/datasets/iterable_dataset.py", line 536, in _iter_arrow
                  for key, pa_table in iterator:
                                       ^^^^^^^^
                File "/usr/local/lib/python3.14/site-packages/datasets/iterable_dataset.py", line 419, in _iter_arrow
                  for key, pa_table in self.generate_tables_fn(**gen_kwags):
                                       ~~~~~~~~~~~~~~~~~~~~~~~^^^^^^^^^^^^^
                File "/usr/local/lib/python3.14/site-packages/datasets/packaged_modules/json/json.py", line 343, in _generate_tables
                  self._cast_table(pa_table, json_field_paths=json_field_paths),
                  ~~~~~~~~~~~~~~~~^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.14/site-packages/datasets/packaged_modules/json/json.py", line 132, in _cast_table
                  pa_table = table_cast(pa_table, self.info.features.arrow_schema)
                File "/usr/local/lib/python3.14/site-packages/datasets/table.py", line 2378, in table_cast
                  return cast_table_to_schema(table, schema)
                File "/usr/local/lib/python3.14/site-packages/datasets/table.py", line 2306, in cast_table_to_schema
                  raise CastError(
                  ...<3 lines>...
                  )
              datasets.table.CastError: Couldn't cast
              metadata: struct<name: string, canonical: string, api: string, license: string, license_url: string, cite_as:  (... 122 chars omitted)
                child 0, name: string
                child 1, canonical: string
                child 2, api: string
                child 3, license: string
                child 4, license_url: string
                child 5, cite_as: string
                child 6, doi: string
                child 7, zenodo_url: string
                child 8, wikidata_qid: string
                child 9, publisher: string
                child 10, last_updated: timestamp[s]
                child 11, rows: int64
              data: list<item: struct<id: string, effectiveDate: timestamp[s], trackedDate: timestamp[s], jurisdiction:  (... 138 chars omitted)
                child 0, item: struct<id: string, effectiveDate: timestamp[s], trackedDate: timestamp[s], jurisdiction: string, reg (... 126 chars omitted)
                    child 0, id: string
                    child 1, effectiveDate: timestamp[s]
                    child 2, trackedDate: timestamp[s]
                    child 3, jurisdiction: string
                    child 4, regulator: string
                    child 5, title: string
                    child 6, change: string
                    child 7, summary: string
                    child 8, sourceUrl: string
                    child 9, tags: list<item: string>
                        child 0, item: string
                    child 10, citation: string
              name: string
              sameAs: list<item: string>
                child 0, item: string
              url: string
              isLiveDataset: bool
              dateModified: timestamp[s]
              distribution: list<item: struct<@type: string, @id: string, name: string, contentUrl: string, encodingFormat: stri (... 20 chars omitted)
                child 0, item: struct<@type: string, @id: string, name: string, contentUrl: string, 
              ...
               2, url: string
              @context: struct<@language: string, @vocab: string, citeAs: string, column: string, conformsTo: string, cr: st (... 552 chars omitted)
                child 0, @language: string
                child 1, @vocab: string
                child 2, citeAs: string
                child 3, column: string
                child 4, conformsTo: string
                child 5, cr: string
                child 6, data: struct<@id: string, @type: string>
                    child 0, @id: string
                    child 1, @type: string
                child 7, dataType: struct<@id: string, @type: string>
                    child 0, @id: string
                    child 1, @type: string
                child 8, dct: string
                child 9, examples: struct<@id: string, @type: string>
                    child 0, @id: string
                    child 1, @type: string
                child 10, extract: string
                child 11, field: string
                child 12, fileProperty: string
                child 13, fileObject: string
                child 14, fileSet: string
                child 15, format: string
                child 16, includes: string
                child 17, isLiveDataset: string
                child 18, jsonPath: string
                child 19, key: string
                child 20, md5: string
                child 21, parentField: string
                child 22, path: string
                child 23, recordSet: string
                child 24, references: string
                child 25, regex: string
                child 26, repeated: string
                child 27, replace: string
                child 28, sc: string
                child 29, separator: string
                child 30, source: string
                child 31, subField: string
                child 32, transform: string
              license: string
              inLanguage: string
              publisher: struct<@type: string, name: string, url: string>
                child 0, @type: string
                child 1, name: string
                child 2, url: string
              version: string
              to
              {'@context': {'@language': Value('string'), '@vocab': Value('string'), 'citeAs': Value('string'), 'column': Value('string'), 'conformsTo': Value('string'), 'cr': Value('string'), 'data': {'@id': Value('string'), '@type': Value('string')}, 'dataType': {'@id': Value('string'), '@type': Value('string')}, 'dct': Value('string'), 'examples': {'@id': Value('string'), '@type': Value('string')}, 'extract': Value('string'), 'field': Value('string'), 'fileProperty': Value('string'), 'fileObject': Value('string'), 'fileSet': Value('string'), 'format': Value('string'), 'includes': Value('string'), 'isLiveDataset': Value('string'), 'jsonPath': Value('string'), 'key': Value('string'), 'md5': Value('string'), 'parentField': Value('string'), 'path': Value('string'), 'recordSet': Value('string'), 'references': Value('string'), 'regex': Value('string'), 'repeated': Value('string'), 'replace': Value('string'), 'sc': Value('string'), 'separator': Value('string'), 'source': Value('string'), 'subField': Value('string'), 'transform': 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]'), 'dateModified': Value('timestamp[s]'), 'version': Value('string'), 'keywords': List(Value('string')), 'inLanguage': Value('string'), 'conformsTo': Value('string'), 'citeAs': Value('string'), 'isLiveDataset': Value('bool'), 'distribution': List({'@type': Value('string'), '@id': Value('string'), 'name': Value('string'), 'contentUrl': Value('string'), 'encodingFormat': Value('string'), 'sha256': Value('string')})}
              because column names don't match

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Canonical landing page: https://www.smartqhse.com/datasets/hse-regulations-changelog

HSE Regulations Changelog (snapshot v2026.05)

Curated changelog of HSE regulatory updates across major jurisdictions — OSHA (US), HSE UK, European Commission, ISO, UAE MOHRE, Saudi MHRSD, Qatar MADLSA, Oman, Safe Work Australia, and more. Every entry cites its authoritative source and tags jurisdiction, regulator, change type. 21 entries in this snapshot.

Citation (preferred — academic) SmartQHSE Ltd (2026). HSE Regulations Changelog (snapshot v2026.05) [dataset]. Zenodo. https://doi.org/10.5281/zenodo.20010262

DOI: 10.5281/zenodo.20010262
Zenodo record: https://zenodo.org/record/20010262 Wikidata entity: Q139623117 CC BY 4.0 — free to use commercially with attribution.

Files

File	Description
`data.jsonl`	One JSON record per line — primary format. Loadable via `datasets.load_dataset()` directly.
`data.json`	Same data as a single JSON array (with array key matching the source).
`data.csv`	Selected fields as CSV for spreadsheet users.

Live access (CC BY 4.0, CORS-open, no auth)

Canonical page: https://www.smartqhse.com/regulations-changelog
REST API (filterable): https://www.smartqhse.com/api/v1/regulations-changelog

Loading example

from datasets import load_dataset
ds = load_dataset("SmartQHSE/hse-regulations-changelog")
print(ds["train"][0])

# Or directly via the live REST API
curl https://www.smartqhse.com/api/v1/regulations-changelog

License

This dataset is released under Creative Commons Attribution 4.0 International (CC BY 4.0). Free to use commercially with attribution. Cite as:

SmartQHSE Ltd (2026). HSE Regulations Changelog (snapshot v2026.05) [dataset]. https://www.smartqhse.com/regulations-changelog

Considerations for using the data

Snapshot dataset — refreshed quarterly (next: v2026.08). For real-time updates use the live REST API at /api/v1/regulations-changelog.
Coverage skews toward English-language regulators with strong publishing pipelines (OSHA, HSE UK, EU). Regulators in Latin America, parts of Asia, and Africa are under-represented at v1.
Tracking includes effective date and tracking date — regulations may have been published earlier than tracked.
Each entry cites its authoritative source. We don't reproduce the regulatory text itself — sourceUrl is the cite-worthy primary source.

Related datasets

Sources

US Bureau of Labor Statistics (BLS) — SOII + CFOI
US Department of Labor — OSHA Injury Tracking Application + standards
UK Health and Safety Executive (HSE)
European Commission + Eurostat ESAW
IOGP, ILO, NIOSH, ACGIH
UAE OSHAD-SF, KSA SAPI, Qatar QCDD, Oman MOLSD
ISO Technical Committees (TC 283 — OH&S Management Systems)

All consolidated and republished under CC BY 4.0 with attribution.

About SmartQHSE

SmartQHSE is the AI-native HSE/QHSE platform for construction, oil & gas, manufacturing, and industrial teams. We publish open data because the broader HSE profession deserves free access to the safety statistics our trade bodies otherwise gate behind expensive memberships.

Related SmartQHSE datasets

Part of the SmartQHSE open HSE data collection (catalog · data paper DOI 10.5281/zenodo.20010657 · HuggingFace org):

hse-benchmarks-2026 — TRIR / LTIFR / DART / fatality rates across 15 countries × 20+ industries
osha-rates-2026 — TRIR / DART / fatality rates by NAICS — BLS SOII + CFOI + OSHA ITA
hse-qa-corpus — Long-form HSE Q&A pairs for instruction tuning + RAG
hse-glossary — Authoritative HSE term definitions (130+ entries)
major-process-safety-incidents-2026 — Original reference DB — Bhopal, Piper Alpha, Texas City, Deepwater Horizon, Buncefield, Flixborough, Seveso
hse-instruction-tuning — Instruction-tuning pairs for HSE fine-tuning workflows
hse-incident-rate-formulas — Authoritative TRIR / LTIFR / DART / EMR formulas with worked examples
hse-regulators-directory — 40+ country labour authorities with URLs and primary statutes
hse-standards-crosswalk — ISO 45001 ↔ OSHA ↔ OSHAD-SF ↔ Aramco SAPI ↔ RIDDOR mapping
gcc-heat-illness-regulations-2026 — UAE / KSA / Qatar / Oman / Bahrain / Kuwait summer ban rules + penalties
osha-most-cited-standards-2024 — Top 30 cited OSHA standards with focus + penalty range
osha-regulated-chemicals-pel-2026 — Top 30 OSHA-regulated chemicals with PELs + health effects
named-process-safety-incidents-extended-2026 — 43-entry extended incident reference 1911–2024
hse-acronym-dictionary-2026 — 150+ HSE/EHS acronyms with one-line definitions

Companion full-text corpus: /llms-full.txt — 213KB markdown reference compiled for LLM ingestion. All datasets CC BY 4.0.

Downloads last month: 25

Total file size:

43.1 kB

Collection including SmartQHSE/hse-regulations-changelog

SmartQHSE Open HSE Data

Collection

Free, CC BY 4.0 health, safety & environment datasets — TRIR/LTIFR benchmarks, US OSHA rates, HSE Q&A, glossary, regs changelog. • 12 items • Updated May 8