Qing, Jesse, Pavel and Tijmen's project for Codam's 'Hack The Bias' 2021 hackathon.
For this project we were looking for biases in a dataset provided by Mega-Inc. Our analysis looks at hetero and non-hetersexual Males and Females and checks for trends regarding ConvertedSalary and JobSatisfaction.
This repository contains notebooks used for analysing the data provided. analysis.ipynb file contains raw plots and tables but nothing concrete. The cleanup.ipynb file contains more structured code building up to two ols models being fitted and summarised.
The main.py file essentially runs the cleanup.ipynb its code. The data file can be passed through the command line too the program, which will spit out two OLS summaries.