Exploratory data analysis of chess games

Ovaj rad je proveo sveobuhvatan analitički pregled 200,000 šahovskih igara odigranih na lichess.org. Ključni rezultati su pokazali pozitivnu korelaciju između ELO-a igrača i ishoda igre, čestu uporabu određenih otvaranja, utjecaj otvaranja na ishod igre. Analiza pruža deskriptivnu statistiku atributa te vizualizaciju njihovih podataka kao I nalaženje korelacija između atributa. Također pruža vrijedne uvide u dinamiku šahovskih igara i pomaže igračima u strateškom odlučivanju.This paper conducted a comprehensive analytical review of 200,000 chess games played on lichess.org. The key findings showed a positive correlation between player ELO and game outcomes, frequent usage of specific openings, and the influence of openings on game outcomes. The analysis provides descriptive statistics of the attributes and visualization of their data, as well as identifying correlations between attributes. It also offers valuable insights into the dynamics of chess games and aids players in strategic decision-making