Research on the Determination of Top Gamers in Diverse Game Genres through Data Analysis

In the contemporary digital age, the landscape of entertainment has undergone a profound transformation, with esports and online gaming emerging as global phenomena. These arenas have not only captivated the hearts of millions of enthusiasts but have also evolved into industries, boasting professional leagues, tournaments, and a vast ecosystem of players, teams, sponsors, and fans. In the competitive realm of esports and online gaming, identifying the top players across various game genres is crucial for understanding player performance and success. This research employs data analysis techniques, including linear regression and correlation analysis, to evaluate player performance in different game types, from role-playing games (RPG) to sports games. By analyzing the impact of game genres on player success, this research aim to provide insights into game design and player training. Through a combination of statistical methods and data tools, we determine the top five players based on their combined win percentages, offering valuable insights for game developers and players alike.