Load reports
Access PFD report data as a pandas DataFrame and select a date range or the latest reports.
Independent research software
PFD Toolkit
Python package
Load and analyse Prevention of Future Deaths reports programmatically in reproducible Python research workflows.
Install from PyPI
pip install pfd_toolkit
What the package provides
A programmable research workflow
Screen questions
Use natural-language criteria to identify reports relevant to a defined research question.
Analyse text
Summarise reports, discover themes and extract structured features with configurable LLM workflows.
Work reproducibly
Keep analysis in your own scripts and environment, with direct control over configuration and outputs.
Package resources