Safety Training Dataset
Comprehensive dataset of 2.4M occupational safety documents used to train SafetyBERT and SafetyALBERT models.
Dataset Overview
- Size: 120MB compressed (all-data-combined.7z)
- Documents: 2.4M safety reports and narratives
- Sources: MSHA, OSHA, NTSB, FRA, IOGP, iChem, Safety Abstracts
- Format: CSV files with narrative/abstract columns
Usage
from huggingface_hub import hf_hub_download
import py7zr
# Download and extract
data_file = hf_hub_download("adanish91/safety-training-data", "all-data-combined.7z")
with py7zr.SevenZipFile(data_file, 'r') as archive:
archive.extractall("./data/")