FIFA 21 Dataset Cleaning and Analysis

Overview

This project focuses on preparing and analyzing the FIFA 21 dataset, sourced from Kaggle. The repository provides a structured workflow for cleaning the original dataset, performing exploratory data analysis, and creating insightful visualizations.

Repository Structure

• starting_file/: Contains the original dataset from Kaggle.

  • fifa21_dataset.csv: The raw data file downloaded from Kaggle.

• exported_cleaned_file/: Contains the cleaned dataset exported from the Jupyter Notebook.

  • fifa_21_cleaned_df.csv: The cleaned and processed dataset, ready for analysis.

• jupyter_notebooks/: Contains Jupyter Notebooks for data cleaning and analysis.

  • fifa_21_df.ipynb: Jupyter Notebook documenting the process of cleaning and transforming the starting file.
  • fifa_21_graphs.ipynb: Jupyter Notebook creating visualizations and graphs from the cleaned dataset.

Usage

Explore the cleaned dataset and leverage the insights gained from the analysis. The Jupyter Notebooks serve as comprehensive guides, providing transparency into the data cleaning and visualization processes.