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Sports Analytics Project

1. Messi vs Ronaldo - An Analytical Debate

In this project we have tried to compare the different stats of two different soccer players to compare there performance and know who comes out on top. The link to the google colab file (there's some issue in github due to which, it doesn't show Plotly plots): https://colab.research.google.com/drive/15U3O_3_GmMMQC-yKw5r7V0q4mwQQMkOY?usp=sharing

Concepts needed:

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

Steps:

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

Libraries used: json, pandas, BeautifulSoup, urlopen, MinMaxScaler, Seaborn, Matplotlib, Plotly

Preview: