cc_5.py

#split into innings
first_innings_df=score[score['innings_no']==1]
second_innings_df=score[score['innings_no']==2]

df1=first_innings_df.groupby('year').apply(lambda x:np.median(x['score'].values)).reset_index(name='score')
df2=second_innings_df.groupby('year').apply(lambda x:np.median(x['score'].values)).reset_index(name='score')

data = {"Batting First": df1['score'].values,
"Batting Second":df2['score'].values
}
index = df1['year'].values

# Dictionary loaded into a DataFrame 
dataFrame = pd.DataFrame(data=data, index=index);

# Draw a vertical bar chart
fig= dataFrame.plot.bar(rot=0, title="Team Average",figsize=(10,8)).get_figure()