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daniel-mehta/Pass-Network

This project visualizes the pass network from Barcelona's 2020 match against Valladolid. It processes match event data, focusing on successful passes before the first substitution. Players are represented as nodes, with arrows indicating passes. The visualization highlights team interactions and passing dynamics on the field.

Barcelona vs Valladolid 2020: Pass Network Visualization

This project generates a pass network for Barcelona's match against Valladolid in 2020. It processes match data to visualize player connections and successful passes, showing how the team interacted on the field.

Overview:

  • Visualizes successful passes made by Barcelona before the first substitution.
  • Node sizes now represent player influence, with larger nodes indicating higher involvement in passes (either as the passer or the recipient).
  • Nodes represent players, and arrows represent passes between them.

Example Visualization:

Figure_1

Features:

  • Player Influence: Nodes are sized proportionally to the number of passes a player was involved in, helping highlight key players in the team's passing network.
  • Pass Network: Displays connections between players based on passes exchanged during the match.
  • Substitution Cutoff: The visualization only includes passes made before Barcelona’s first substitution to focus on the pre-substitution phase of play.

Credits:

Based on a tutorial by McKay Johns, with further expansions made.

Languages

Python100.0%

Contributors

Created September 18, 2024
Updated September 20, 2024