“…The examination of match statistics or performance indicators in professional tennis is attracting increasing research attention (Cui, Gómez, Gonçalves, & Sampaio, 2018;Fitzpatrick, Stone, Choppin, & Kelley, 2019;Klaus, Bradshaw, Young, O'Brien, & Zois, 2017;Martin, Bideau, Touzard, & Kulpa, 2019). These studies provide information about the way the game is played on different surfaces (Cui et al, 2018), or allow us understanding the differences between players of different levels (Hizan, Whipp, & Reid, 2011;Klaus et al, 2017;Söğüt, 2017) or genders Hizan, Whipp, & Reid, 2015;Stare, Zibrat, & Filipcic, 2015). Investigating the statistical analysis of game characteristics, we can identify the reasons for winning or losing a game (Filipčič, Filipčič, & Berendijaš, 2008;Fitzpatrick et al, 2019).…”