/player_value_estimator

Primary LanguageJupyter Notebook

player_value_estimator

About The Project

This project is my attempt at creating a player value estimator. The aims of this project are as follows:is to

  • Scrape transfer data from Transfermarkt.co.uk and scrape player performance data from fbref.com.
  • Clean the scraped data and transform into a usable format
  • Unify the cleaned data
  • Build a model from the data that can estimate player transfer values

Built With

  • Python
  • BeautifulSoup
  • AWS

Prerequisites

This is an example of how to list things you need to use the software and how to install them.

  • Pandas
  • BeautifulSoup
  • Boto3

Usage

This project was created as a bit of fun but can be used by football teams when valueing their own players and potential transfer targets.

Roadmap

  • Scrape Transfermarkt.co.uk
  • Clean data from Transfermarkt
  • Scrape Fbref.com
  • Clean data from fbref
  • Unify data from fbref and Transfermarkt
  • Build model

Contact

Wadir Malik - [https://www.linkedin.com/in/wadir-malik-293590109/])

Project Link: https://github.com/wadirmalik1/player_value_estimator

Acknowledgments