Benfords Law Python Packages

benford-py

Python implementation of Benford's Law tests.

benfordslaw

benfordslaw is about the frequency distribution of leading digits.

lawkit-python

Python wrapper for the lawkit CLI: statistical law analysis (Benford, Pareto, Zipf) for fraud detection and data quality

pybenford

The ultimate Python package for Benford's Law analysis in forensic accounting and fraud detection

benford-midi

Takes either single files or directories and compares their Benford distribution compliance for human verification, attribute prediction or group classification