python-3.x Pandas按周和滚动分组

dbf7pr2w 于 2023-02-20 发布在 Python

关注(0)|答案(1)|浏览(144)

我有这样一个 Dataframe ：

dfx=pd.DataFrame({"name":["bag","bag","bag","phone","phone","phone"],'date':["2022-11-14 00:00:00","2022-11-21 00:00:00","2022-11-28 00:00:00","2022-11-14 00:00:00","2022-11-21 00:00:00","2022-11-28 00:00:00"],"view":[80,90,100,200,400,450]})
'''
    name                 date  view
0    bag  2022-11-14 00:00:00    80
1    bag  2022-11-21 00:00:00    90
2    bag  2022-11-28 00:00:00   100
3  phone  2022-11-14 00:00:00   200
4  phone  2022-11-21 00:00:00   400
5  phone  2022-11-28 00:00:00   450
'''

我想按名称和周分组，并按周滚动视图。预期输出：

name  one_week_view  two_weeks_view  three_weeks_wiew
bag   80             170              270  
phone 200            600              1050

python-3.x

来源：https://stackoverflow.com/questions/75499271/pandas-groupby-week-and-rolling

1条答案

按热度按时间

jgwigjjp1#

如果您已经有了每周数据，则可以使用pivot和cumsum：

(dfx.pivot(index='name', columns='date', values='view')
    .cumsum(axis=1)
    .set_axis(['one_week_view', 'two_weeks_view', 'three_weeks_view'], axis=1)
 )

输出：

one_week_view  two_weeks_view  three_weeks_view
name                                                  
bag               80             170               270
phone            200             600              1050

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python-3.x Pandas按周和滚动分组

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