A simple library to check if a dataset follows the Benford's law

Blockchain security and cryptography labs exploring Bitcoin analysis and Ethereum smart contracts

benfordslaw is about the frequency distribution of leading digits.

Visualize and analyze CO2 and GHG emissions across countries using Benford's Law to identify anomalies and gain insights into global emission trends.

Analysis Taiwan 2020 presidential election by using Benford's law 用班佛定律分析台灣2020選舉

Experiment with Benford's Law to find data anomalies in number lists and images (Windows, macOS, Linux, .NET 8.0, x64, Arm64, Apple Silicon)

Experiment with Benford's Law to find data anomalies in number lists and images (Windows, macOS, Linux, .NET 8.0, x64, Arm64, Apple Silicon)

[📊] Statistical analysis of over one million lines of death toll data released by countries around the globe. We then applied our algorithm and compared it to the curve of Benford's Law to detect under-reporting and false death data.

This software compares several aspects of the OpenStreetMap dataset to the Benford distribution.

Statistical analyses of the 2021 Albanian parliamentary elections

This is an UPDATED deep statistical data analysis of the 2020 Presidential Race at the federal, state, and local county level. Benford's Law analysis was conducted at each level to detect for ballot fraud and manipulation.

This is the code and data to replicate the analysis in Skougarevskiy (2023)'s "Russian Household Income Surveys: Ensuring Data Quality" paper.

The Benford's Law Video Analysis project is a Python tool that leverages Benford's Law to differentiate between original and AI-generated videos. The script extracts frames from a video, analyzes the first digits of pixel values in these frames, and creates histograms to visualize digit occurrences.

Simple Laravel console app that calculates if an array of integers follows Benford's Law

Benford's Law analysis with a Python-based Flask web app.

This program acts as a customer information and sales analysis system. By using the Luhn Algorithm and Benford's law, this program can validate credit card information and determine fraud by reading transaction histories, which can be visualized through the use of JavaFX

Benford's Law acceptance or Rejection

La Ley de Benford describe la distribución de los primeros dígitos en un conjunto de números, con dígitos más frecuentes como 1, 2 y 3

Data Science for Business at KU Leuven