Bachelors thesis
Repository for Riku Laine's bachelor's thesis with requred data sets. This repository has been forked from the original ProPublica repository.
Original README:
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Didn't Reoffend |____|____|
Reoffended | | |
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This repository contains a Jupyter notebook and data for the ProPublica story "Machine Bias."
Story:
https://www.propublica.org/article/machine-bias-risk-assessments-in-criminal-sentencing/
Methodology:
https://www.propublica.org/article/how-we-analyzed-the-compas-recidivism-algorithm/
Notebook (you'll probably want to follow along in the methodology):
https://github.com/propublica/compas-analysis/blob/master/Compas%20Analysis.ipynb
Main Dataset:
compas.db - a sqlite3 database containing criminal history, jail and prison time, demographics and COMPAS risk scores for defendants from Broward County.
Other files as needed for the analysis.