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Using data analysis comparison and visualization to see why Ray Allen is the best shooter

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NBA Ray Allen analysis

Title

Why NBA player Ray Allen is the best shooter


Title Selection Reason


1) Love of NBA basketball
2) Favorite player in NBA is Ray Allen
3) Many people doesn't know about this player even though he his the one of the best shooter in NBA history
4) Wanted to show why he is the best shooter in NBA through NBA stats

Hypothesis


Ray Allen is the best shooter in NBA history

Data Source


Through www.basketball-reference.com web, searched the wanted player(Ray Allen), NBA overall average per season stat and brought the data into xlsx file and read it using ``pandas`` package.
Through http://www.espn.com/nba/story/ searched top ten shooting guards ever in NBA history and made the excel data by myself and sorted out the

Data Analysis / Visualization Method


  • Line plot / pandas , matplotlib.pyplot

  • Scatter plot / pandas , matplotlib.pyplot

  • Histogram plot / pandas , matplotlib.pyplot

  • Heatmap / seaborn , numpy , matplotlib.pyplot

  • Plot Animation / matplotlib.patches , matplotlib.path , matplotlib.animation , matplotlib.pyplot

Reference material


- www.github.com
- Book('파이썬으로 데이터 주무르기')
- www.stackoverflow.com
- www.basketball-reference.com
- https://matplotlib.org
- http://www.espn.com/nba/story/_/page/nbarankSGs/ranking-top-10-shooting-guards-ever

Selected Software


Jupyter Notebook

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Using data analysis comparison and visualization to see why Ray Allen is the best shooter

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