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/gist:ec76e57cf5e5ccb87a6894767b8c8bcc

Created June 22, 2017 19:11
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gistfile1.txt
import pandas as pd
import matplotlib.pyplot as plt
%matplotlib inline
df = pd.read_html('http://www.basketball-reference.com/leaders/pts_career.html')
nba_table = df[1][['Player','PTS']].head(20)
sorted = nba_table.sort_values(by='PTS',ascending=True)
sorted.plot(kind='line',legend=True,title='TOP 10 NBA Career Leaders in Points', style='r')
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