Relationship between ATP Ranking and the Men’s Tennis Grand Slam Winner in the Last 15 years

Abstract

In this project, I will analysis about the relationship between their real performance on the court and the ATP ranking, which ranks each player at the end of the year by calculating scores of players on the same scale, the records made by the Top3 players, and how the best tennis players are geographically spread worldwide in the last 15 years. In order to clarify the data related to the studies and conclude a clear conclusion, I use a data visualization tool called Tableau. After integrating the dataset, it enables me to conclude that there is a positive correlation between the players’ performance and their real ATP ranking (The players that have higher ATP ranking are more likely to win the championship in Grand Slam). According to this comprehensive conclusion, we can predict the future winners of a Grand Slam according to the given ATP ranking for that year.