This repo was created to repeat the Propublica and Disparate Impact analysis in Python.
For more detailed information about the COMPAS dataset and the derivations, check out the Propublica repo.
This repository contains a Jupyter notebook and data for the ProPublica story "Machine Bias".
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Story: https://www.propublica.org/article/machine-bias-risk-assessments-in-criminal-sentencing/
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Methodology: https://www.propublica.org/article/how-we-analyzed-the-compas-recidivism-algorithm/
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Original Notebook in R for methodology: https://github.com/propublica/compas-analysis/blob/master/Compas%20Analysis.ipynb