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python Pandas pivot on bin

bougui answered on June 11, 2021 Popularity 3/10 Helpfulness 8/10

answer python Pandas pivot on bin

python Pandas pivot on bin

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df['bin'] = pd.cut(df.age, [0,4,9,14])

pvtdf = df.pivot_table(index='type', columns=['bin'], values='days', 
                       aggfunc=('count', 'sum')).fillna(0)

#       count                   sum               
# bin  (0, 4] (4, 9] (9, 14] (0, 4] (4, 9] (9, 14]
# type                                            
# a       2.0    0.0     1.0    6.0    0.0     1.0
# b       3.0    0.0     0.0    9.0    0.0     0.0
# c       0.0    1.0     0.0    0.0    1.0     0.0
# d       0.0    1.0     0.0    0.0    4.0     0.0
# e       0.0    0.0     1.0    0.0    0.0     2.0
# f       0.0    1.0     0.0    0.0    0.0     0.0

Popularity 3/10 Helpfulness 8/10 Language python

Source: stackoverflow.com

Tags: bin pandas pivot python

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