Messi-vs-Ronaldo

Messi vs Ronaldo - An Analytical Debate

In this project I have tried to compare the different stats of two different soccer players to compare their performance and know who comes out on top.

Concepts needed:

Numpy, Pandas, Visualization, Web Scraping, Data Cleaning, EDA

Libraries Used:

json, pandas, BeautifulSoup, urlopen, MinMaxScaler, Seaborn, Matplotlib, Plotly

Steps:

    Getting the required data from Undestat website
    Data Cleaning and Exploration for different aspects of the players
    Comparative analysis
    Shots analysis
    Final Comparison

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