Naslov
Exploratory data analysis of chess games

Autori
Molnar, Karlo

Vrsta, podvrsta i kategorija rada
Ocjenski radovi, diplomski rad, preddiplomski

Fakultet
Fakultet elektrotehnike i računarstva

Mjesto
Zagreb

Datum
26.06

Godina
2023

Stranica
35

Mentor
Bagić Babac, Marina

Ključne riječi
Chess ; data analysis ; ELO rating ; game outcomes ; openings ; multivariate analysis ; descriptive statistics ; visualization

Sažetak
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.

Izvorni jezik
Engleski

Znanstvena područja
Računarstvo, Informacijske i komunikacijske znanosti

POVEZANOST RADA