NHL App

This is an NHL (National Hockey League) application that provides information about the games and results of the 2022-2023 season. Users can search for games by team and view all the games played by a specific team. The app also includes detailed game statistics, including Expected Goals (xG) and videos of goals.

Features

• View season 2022-2023 games and results
• Search for games by team
• View all games played by a specific team
• Detailed game statistics, including xG
• Videos of xG goals

Technologies Used

• Frontend: Svelte
• Backend: Strapi (headless CMS)
• Download game data use this
• Xgs calculations is in this poroject
• Machine Learning Algorithm: GradientBoostingClassifier

xG Calculation

The xG (Expected Goals) calculation in this app is performed using a GradientBoostingClassifier machine learning algorithm. The classifier has been trained using five seasons of games data. The variables used for training the model are as follows:

• Distance
• Angle
• Last Event Number
• Last Distance
• Shot Number
• Last Shot
• Time Difference

These variables contribute to predicting the expected goal probability based on historical data.

Setup and Installation

• All data is not for public
• Web site is coming soon ....

Developing

Once you've created a project and installed dependencies with npm install (or pnpm install or yarn), start a development server:

  npm run dev

Contributing

Contributions to the NHL App are welcome! If you have any suggestions, bug reports, or feature requests, please open an issue or submit a pull request to this repository.

License

This project is licensed under the MIT License.