Dashboards for visualizing Morocco's 2022 World Cup Run using event data from each of their matches, though this can be extended to any match in any competition.
Deployed here
- Add slider to select the time interval to visualize
- Keep only events from game normal time, not penalties (penalties will be treated differently)
- Add a button to toggle between the two modes (normal time vs. penalties, only available for matches with penalties)
- Mark the different types of shots (on target, off target, blocked, saved, etc.) in the shot map
- Visualizing changes of tactics
- Quantifying the impact of substitutions
- Calculating expected threat (xT) of passes
- Visualizing progressive passes
- Add comparative analysis between opposing teams
- Add documentation for each visualization and analysis
- Write a blog post about the project explaining findings
We deployed a Docker image of the app on Docker Hub. To run it locally, you need to have Docker installed on your machine. Then, run the following command:
docker pull pillarxyz/football-analytics-morocco
docker run -p 8501:8501 pillarxyz/football-analytics-moroccoYou can also run the app on Streamlit Sharing. Just click on the button below:
