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msba-hackthon's Introduction

Google Cloud Hackathon 2022 - 2nd Place Winner

Topic

Women in Tech

Gravity Team

Ran Zhang
Yi Huang
Yutian Lei
Andrew Chao

Excutive Summary

We have gathered and cleaned 60k+ data from 5 sources using GCP Bigquery and Google Colab. We visualized 10+ gender disparity on employment, wage, and benefit using Google data studio and Tableau. Furthermore, we have developed a Mediation Regression model using R to analyze education effect on wage for both genders, and conducted bootstrapping to assess the effect.

Deck for Final Presentation

https://github.com/Yuttttian/MSBA-hackthon/blob/master/Hackathon_Gravity.pdf

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