ProPublica: Journalism in the Public Interest

[chengjun]

https://github.com/propublica

ProPublica Journalism in the Public Interest

New York

https://www.propublica.org/

[chengjun]

Dataset free or not

https://www.propublica.org/datastore/datasets

比如Political Advertisements from Facebook
https://www.propublica.org/datastore/dataset/political-advertisements-from-facebook

[chengjun]

This repository contains a Jupyter notebook and data for the ProPublica story "Machine Bias."
https://github.com/propublica/compas-analysis/

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