Benfords Law Python Packages

benford-py

Python implementation of Benford's Law tests.

benfordslaw

benfordslaw is about the frequency distribution of leading digits.

pybenford

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

lawkit-python

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

benford-midi

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