Thanks to visit codestin.com
Credit goes to bosemessi.github.io

My currently active works with football data are hosted here. Click on any of the links to be redirected to an interactive google colab notebook or a streamlit app to explore. Enjoy !!

  • Explore aggregrated data for top 5 European leagues, provided by Statsbomb/fbref to create scatter charts, swarm plots and player radars here - Statsbomb/Fbref Data Explorer. This is useful when you want to have a quick overview of a player’s strengths and weaknesses.

  • Explore aggregrated data for midfielders/wingers/forwards in the top 5 leagues in 2019/20, provided by Statsbomb/fbref to create radar charts, bar charts or violin plots here - Radar/barchart/violinplot app for midfielders/wingers/forwards in the top 5 leagues in 2019/20. This is useful when you want to have a quick overview of a player’s strengths and weaknesses. This has been built with Streamlit.

  • Explore the throw-in styles and success rates of teams from top 5 European leagues here - An interactive case study of throw-ins

  • Explore dribble styles of Barcelona players here - An interactive study of dribble styles. Built using Statsbomb Open Data. Will teach you the basics of clustering trajectories - an unsupervised machine-learning teachnique.

  • Explore quick passing combination styles of Barcelona players here - An interactive study of quick passing combinations. Built using Statsbomb Open Data. Will teach you the basics of clustering trajectories - an unsupervised machine-learning teachnique.

  • Explore shooting profiles of top 5 European teams here - An interactive study of team shot profiles.Built using Understat data. This introduces “ Inverse Pass Sonars” - a new visualization idea I had the pleasure of developing along with Jon Ollington.

  • Explore passing profiles of top 5 European teams here - Team Pass Sonars. This looks at “Pass sonars” of all players in a team. You can choose any 11, arrange them in any formation you like, and plot out the pass sonars, all interactively.

  • Explore automated match reports for any top 5 European league or Champions League games here - Match Report. You can explore a variety of ideas here - passmaps, player heatmaps, pass types and many more. Once again, it’s all interactive.

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