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# Cultural Analytics: An Open Science Guide

This is a textbook to learn how to analyze cultural phenomena using computational methods.

It follows the principles of Open Science to teach you how to conduct research that is ethical, methodologically solid, and accessible. Topics covered include:
- theory development
- data management
- data collection
- data analysis
- data visualization.

We believe that none of these aspects should be disregarded in a cultural analytics project that aims at being truly Open.

The programming language used is Python (code in R will be published later).
There are discursive sections and interactive Jupyter Notebooks to let you learn-by-doing.

---

Inspiration for this guide come from the following sources:
- [The Turing Way](https://the-turing-way.netlify.app/welcome.html) handbook to reproducible, ethical and collaborative data science, initiated by The Alan Turing Institute
- [Introduction to Cultural Analytics & Python](https://melaniewalsh.github.io/Intro-Cultural-Analytics/welcome.html) by Melanie Walsh
# SGG

Steam Game Genre


Data of this project comes from Steam official website - https://store.steampowered.com/charts.

The data scraped from this project can also be used to analysis questions like user preferences based on regions, platform preferences of Top 100 games and so on.


Contributors to this project:

BAI, Haozhe, S5171326 JIANG, Yingyue, S5202256 LIU, Ruohan, S5085462 WAN, Spring, S5343224 ZHAO, Yuanjie, S3581063
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