FIFA 21 Scraper

This repository contains a dataset of FIFA 2021 Player ratings scraped from web.

Content

This dataset has the following properties:

• Every player in FIFA 21.
• Player personal information such as Nationality, Club, Age, Wage, Salary.
• Attributes based on actual data.

>>> df.columns
Index(['Short Name', 'Full Name', 'Nationality', 'Age', 'Overall',
       'Potential', 'Club', 'Height', 'Weight', 'Foot', 'Best Position',
       'Value', 'Wage', 'VIT', 'TIR', 'PAS', 'DRI', 'DEF', 'PHY'],
      dtype='object')

Below: Screenshot from the web site that I have scraped

Installation

• If you want to run the REST API, first ensure you have python globally installed in your computer. If not, you can get python here.

• Then, clone the repo to your PC

      $ git clone https://github.com/othmbela/fifa-21-web-scraping.git

• Dependencies

  1. Cd into your the cloned repository as such:

         $ cd fifa-21-web-scraping

  2. Create and fire up your virtual environment:

         $ python3 -m venv venv
         $ source venv/bin/activate

  3. Install the dependencies needed to run the app:

         $ pip install -r requirements.txt

• Run It

  Fire up the program using this one simple command:

      $ python main.py

Files and Folders structure

├── .gitignore
├── logging.conf
├── main.py
├── requirements.txt
├── assets
│   └── images
├── data
├── logs
├── scraper
│   ├── __init__.py
│   ├── scraper_utils.py
│   └── scraper.py
└── utils
    ├── __init__.py
    ├── multi_threading.py
    └── save_data.py

Acknowledgements

The data has been scraped from the https://sofifa.com website.

Author

Othmane Belarbi