Strategic insights into penalty kick execution: A comprehensive analysis of observable behaviors in the German Bundesliga by Pascal Feber, Guilherme Pinheiro

“…Dataset consists of 220 penalty kicks from the German Bundesliga (2019-2021). Video-based performance analysis of in-match penalty kicks was performed. …”
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The Estimation of German Football League (Bundesliga) Team Ranking via Artificial Neural Network Model by Faruk Kılıç, Hasan Aka, Serkan İbiş, Zait Burak Aktuğ

“…In the study, the data of the minutes of the scored and conceded goals (0-15, 16-30, 31-45, 46-60, 61-75, 76-90) in total 918 matches played in 3 seasons (2015/2016, 2016/2017, 2017/2018) in German Soccer League (Bundesliga) were used. Total 12 input values (scored and conceded goals) and 1 output (league ranking) value was obtained. 4 different models were determined. 3 seasons league rankings were estimated by training the first 2 season data. …”
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An integrated dataset of spatiotemporal and event data in elite soccer by Manuel Bassek, Robert Rein, Hendrik Weber, Daniel Memmert

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Predictors of Crowd Effect in Football: Evidence From Five Major Football Leagues of Europe by Abdullah Yiğit Güngör, Tuncer Gövdeli

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Analysıs of Offıcıal Internet Sıtes of Sport Clubs In Terms of Socıal Medıa and Marketıng Communıcatıon: A Study on Turkısh and German Sport Clubs by Erkan Faruk Şirin, Ali Sevilmiş

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The Role of Performance Metrics in Estimating Market Values of Footballers in Europe's Top Five Leagues by Murat Işık, Mehmet Ali Yalçınkaya

“…These data were combined with market values from the Transfermarkt platform, resulting in a comprehensive dataset. Two main analytical methods were employed: regression and classification. …”
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