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Evaluation of Gender Bias within the Software Engineering Community

Python

This is the repository containing the data and the replication package of the experiments described in the paper Uncovering Gender Bias in Academia: A Comprehensive Analysis within the Software Engineering Community.


The structure of this project is the following:

  1. environment.yml
  2. literature_review.csv
  3. network_analysis
  4. Disparate_impact

Environment

environment.yml includes all the necessary requirements to execute the code in this repository. If you have conda installed, you can execute:

conda install -f environment.yml

on your terminal to create an environment called "fairness" with all the requirements included. Don't forget to activate the environment after.

literature_review.csv

This file contains details on the 49 papers that are part of the Literature Review presented in our work.