The goal of this assignment is to perform an analysis on the largest open collection of soccer-logs ever released, collected by [Wyscout] (https://wyscout.com/) containing all the spatio-temporal events (passes, shots, fouls, etc.) that occur during all matches of the entire season 2017-2018 of seven competitions (La Liga, Serie A, Bundesliga, Premier League, Ligue 1, FIFA World Cup 2018, UEFA Euro Cup 2016). A match event contains information about its position, time, outcome, player and characteristics.
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main.ipynb:This script provides the code that answers all the questions. We also used Seaborn and for most of the part we replicated the results for La Liga and Serie A.
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theory.ipynb:a Jupyter notebook that contains the answer to the theoretical exercise.