Chess game dataset from: https://www.kaggle.com/datasets/datasnaek/chess

Features: Game ID: categorical Rated (T/F): categorical Start Time: quantitative End Time: quantitative Number of Turns: quantitaitve Game Status: categorical Winner: cateogrical Time Increment: quantitative White Player ID: categorical White Player Rating: ordinal Black Player ID: categorical Black Player Rating: ordinal All Moves in Standard Chess Notation: (unsure about this once since it's a list of moves) Opening Eco (Standardised Code for any given opening, list here): categorical Opening Name: categorical Opening Ply (Number of moves in the opening phase): ordinal

Questions to explore: What is the win percentage vs. the number of opening moves? What opening move has the highest win percentage? Is there a correlation between opening eco and player ranking? Do number of turns affect win rate?

https://www.kaggle.com/code/ironicninja/visualizing-chess-game-length-and-piece-movement/notebook