FIFA_21_Python_Project

Data Cleaning and Transformation Project

Description

This project focuses on cleaning and transforming data to improve its usability and consistency. The main tasks involve handling data types, parsing numerical values, and standardizing formatting.

Aims

• Change the data types of the height and weight columns
• Clean and transform the 'Value', 'Wage' and 'Release Clause' columns into columns of floats
• Create a 'Joined Year' column and a 'Time at Club' column
• Remove 'star' characters from columns and make these columns numerical
• Remove the newline characters from the 'Hits' column

Table of Contents

• Installation
• Usage
• Features
• Contributing
• License
• Contact

Installation

1. Clone the repository:

   git clone https://github.com/your-username/your-repository.git

2. Navigate to the project directory:

   cd your-repository

3. Install dependencies:

   npm install  # or pip install -r requirements.txt (if using Python)

Usage

Provide instructions on how to run the project, including any necessary configurations.

npm start  # or python main.py

Features

• Automated data type conversion
• Cleaning and transforming financial columns
• Standardizing club history columns
• Removing unwanted characters from data fields

Contributing

Contributions are welcome! Please follow these steps:

1. Fork the repository
2. Create a new branch (git checkout -b feature-branch)
3. Commit your changes (git commit -m 'Add new feature')
4. Push to the branch (git push origin feature-branch)
5. Open a pull request

License

This project is licensed under the MIT License - see the LICENSE file for details.

Contact

For questions or suggestions, reach out via:

• GitHub: @your-username