LTogliaUCV / fifa-19-eda

Analysis of key skills in FIFA 19 soccer players using Kaggle's complete dataset. Identify necessary skills for each position using natural language processing and machine learning techniques. Includes code, data, and detailed documentation. Perfect for soccer fans and players seeking improvement.

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fifa-19-eda

Analysis of key skills in FIFA 19 soccer players using Kaggle's complete dataset. Identify necessary skills for each position using natural language processing and machine learning techniques. Includes code, data, and detailed documentation. Perfect for soccer fans and players seeking improvement.

Tutorial

The notebook contains the data analysis.

Requirements

  • Python 3.x
  • Install requirements.txt

Usage

streamlit run dash.py 

video tutorial

Here, I explain and demonstrate the dashboard: https://drive.google.com/file/d/1lZ6043eEO5fUw7lRTPUxy4b8SjBu2-gA/view?usp=sharing

SQL

This folder has the sql requested from section 1

About

Analysis of key skills in FIFA 19 soccer players using Kaggle's complete dataset. Identify necessary skills for each position using natural language processing and machine learning techniques. Includes code, data, and detailed documentation. Perfect for soccer fans and players seeking improvement.

License:MIT License


Languages

Language:Jupyter Notebook 97.8%Language:Python 2.2%