xre22zax / NBA-dataset

2010 - 2014

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#NBA dataset in 2010 - 2014

Conclutions :

  • Calculating points and histogram plot points for 2010 & 2014 season
  • Use side-by-side boxplots show different average scores per game
  • Calculate if teams tend to win more games at home compared to away use crosstab
  • Use scatter plot to show Forecasted Win Prob and Point Differential

Libraries and function in this project :

Library Function
pandas crosstab
numpy cov
scipy.stats chi2, pval, dof, expected , pearsonr
matplotlib scatter plot, histogram plot, legend
numpy cov
seaborn boxplot

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2010 - 2014


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