In this project a MongoDB database with stats and physical data of the football players of Premier League, Serie A, La Liga, Bundesliga and Ligue 1 of the seasons from 2017-2018 to 2020-2021 is built. Three data resources were used: Understat, api-football and Fbref. The data was collected combining scraping and APIs. In this repository you can find the notebook with the code (English) and the paper and presentation of the project (Italian). You can download the database at https://www.kaggle.com/datasets/diegobartoli/top5legauesplayers-statsandphys.
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Combining scraping and APIs to create a MongoDB database with data of the players of Premier League, Serie A, La Liga, Bundesliga, Ligue 1 for the seasons from 2017-2018 to 2020-2021.
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