Slay the Spire - Card Selection Study
An analysis of card reward choices in Slay the Spire, controlling for confounders like difficulty level to isolate their true effect on win rate, floors reached, and floors gained. Currently in progress.
Work in progress, write-up coming soon.
Current Notebook Hierarchy:
- Problem Definition - What is slay the spire, what problems need solved, what answers I'm looking to find, what data I can use...
- Data Collection - Compiling the JSON data, doing brief exploration, identifying notable data points, creating a base tabular dataset
- Data Preparation - Handling bad or missing data, removing unnecessary features, modifying important features, creating cleaned dataset (CURRENT)