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FIFA22-analysis

The aim of the project is to run a simple linear regression using the Ordinary Least Squares Method in Python. The following steps have been done:

  • Importing the database from the Kaggle website and selecting the necessary data together with cleaning and processing data to make it appropriate for regression using NumPy and Pandas.
  • Descriptive statistics and preliminary data analysis using the packages seaborn and myplotlib
  • Running the regression, analysing the results and diagnosing the model using the statsmodels.

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Determinants of the player's overall score in FIFA22

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