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hse-glossary

Tasks:
Text Classification
Text Retrieval
Languages:
English
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n<1K
Tags:
glossary
definitions
hse
ehs
occupational-safety
osha
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metadata 
license: cc-by-4.0
language:
  - en
tags:
  - glossary
  - definitions
  - hse
  - ehs
  - occupational-safety
  - osha
  - trir
  - ltifr
  - risk-assessment
  - permit-to-work
  - alarp
  - knowledge-base
pretty_name: SmartQHSE HSE Glossary v1
size_categories:
  - n<1K
task_categories:
  - text-classification
  - text-retrieval

SmartQHSE HSE Glossary v1

DOI Wikidata

Authoritative HSE / occupational-safety term definitions: TRIR, LTIFR, near-miss, risk assessment, permit-to-work, hierarchy of controls, ALARP, OSHA, hazard identification, root-cause analysis. Each term has aliases, short definition, and links back to a long-form explainer. v1 = 10 terms; v2 will expand to 50+.

Citation (preferred — academic) SmartQHSE Ltd (2026). SmartQHSE HSE Glossary v1 [dataset]. Zenodo. https://doi.org/10.5281/zenodo.20010227

DOI: 10.5281/zenodo.20010227
Zenodo record: https://zenodo.org/record/20010227 Wikidata entity: Q139623112 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)

Loading example 

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

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

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). SmartQHSE HSE Glossary v1 [dataset]. https://www.smartqhse.com/hse-glossary

Considerations for using the data

  • Very small at v1 (10 entries). Expansion to 50+ planned for v2 (Aug 2026 snapshot).
  • Definitions reflect US OSHA terminology primarily. UK HSE / EU equivalents noted where they differ.
  • Each term links to a longer explainer at canonical_url; the dataset is intentionally a quick-reference layer, not a textbook.

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):

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