Extra Quality — Starcraft 2 Preparing Game Data

Starcraft 2, a real-time strategy game, generates vast amounts of game data, including player interactions, game states, and outcomes. Preparing this data for analysis, modeling, and machine learning applications is crucial for improving game balance, player experience, and competitive play. This paper presents a comprehensive approach to preparing game data for Starcraft 2, focusing on data collection, processing, and feature engineering. We discuss the challenges and opportunities in working with Starcraft 2 game data and propose a framework for extracting insights and knowledge from this data.