Giter VIP home page Giter VIP logo

association-rules-on-soccer-teams's Introduction

Association-Rules-on-Soccer-Teams

This project is from Kaggle. Data is available here.

Our team has Xiangke Chen, Michael Thompson, Sampada Sathe Piyush Gupta, Ruikang Lan, Navneet Nimish six people.

Description

about data

  • +25,000 matches
  • +10,000 players
  • 11 European Countries with their lead championship
  • Seasons 2008 to 2016
  • Players and Teams' attributes* sourced from EA Sports' FIFA video game series, including the weekly updates
  • Team line up with squad formation (X, Y coordinates)
  • Betting odds from up to 10 providers
  • Detailed match events (goal types, possession, corner, cross, fouls, cards etc...) for +10,000 matches

*16th Oct 2016: New table containing teams' attributes from FIFA !

Our analysis starts from

  • Business problem
  • Analysis
    • Season level
    • Away games that can be won by AS ROMA
    • Match/Team level away
  • Conclusion & Recommendations

association-rules-on-soccer-teams's People

Contributors

xiangkechen avatar

Watchers

 avatar

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    ๐Ÿ–– Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. ๐Ÿ“Š๐Ÿ“ˆ๐ŸŽ‰

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google โค๏ธ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.