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- import pandas as pd
- hogwarts_points = pd.read_csv('/datasets/hogwarts_points_eng.csv')
- hogwarts_points['house'] = hogwarts_points['house'].fillna(value='Gryffindor')
- print ('Total points for Hogwarts:', hogwarts_points['points'].sum(), 'total sum of points') # total of values in the 'points' column
- print ('Total points by house:', hogwarts_points.groupby('house')['points'].sum().sum(), 'total points with grouping by house') # group by the 'house' column
- # then use the sum() method to add the points, which are the values in the 'points' column for this grouping
- # and apply the sum() method to the results
- print('The Cup goes to', hogwarts_points.groupby('house')['points'].sum().idxmax(), 'house name')
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