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GameStudies-SteamPredictions

Repository for my project report for Computational Game Studies in SoSe 2023

Goal

How do game review texts on Steam differ in terms of their thematic properties? To answer this question I scraped a corpus of about 100 million game reviews along with user generated tags for the respective game. Using machine learning algorithms like Multinomial Naive Bayes, Logistic Regression and Random Forest I want to check if my models can predict the associated tags of reviews.