pandas groupby 连接多列中的字符串

发布于 2025-01-11 21:48:23 字数 1362 浏览 0 评论 0原文

我有这个 pandas Dataframe

import pandas as pd
data = {"Team": ["Red Sox", "Red Sox", "Red Sox", "Red Sox", "Red Sox", "Red Sox", "Yankees", "Yankees", "Yankees", "Yankees", "Yankees", "Yankees"],
        "Pos": ["Pitcher", "Pitcher", "Pitcher", "Not Pitcher", "Not Pitcher", "Not Pitcher", "Pitcher", "Pitcher", "Pitcher", "Not Pitcher", "Not Pitcher", "Not Pitcher"],
        "Age": [24, 28, 40, 22, 29, 33, 31, 26, 21, 36, 25, 31]}
df = pd.DataFrame(data)
print(df)

,它看起来像:

       Team          Pos  Age
0   Red Sox      Pitcher   24
1   Red Sox      Pitcher   28
2   Red Sox      Pitcher   40
3   Red Sox  Not Pitcher   22
4   Red Sox  Not Pitcher   29
5   Red Sox  Not Pitcher   33
6   Yankees      Pitcher   31
7   Yankees      Pitcher   26
8   Yankees      Pitcher   21
9   Yankees  Not Pitcher   36
10  Yankees  Not Pitcher   25
11  Yankees  Not Pitcher   31

我想做的是按团队分组并返回其他列作为字符串的串联。

结果看起来像

     Team          Pos  Age
0   Red Sox      Pitcher_24
1   Red Sox      Pitcher_28
2   Red Sox      Pitcher_40
3   Red Sox  Not Pitcher_22
4   Red Sox  Not Pitcher_29
5   Red Sox  Not Pitcher_33
6   Yankees      Pitcher_31
7   Yankees      Pitcher_26
8   Yankees      Pitcher_21
9   Yankees  Not Pitcher_36
10  Yankees  Not Pitcher_25
11  Yankees  Not Pitcher_31

I have this pandas Dataframe

import pandas as pd
data = {"Team": ["Red Sox", "Red Sox", "Red Sox", "Red Sox", "Red Sox", "Red Sox", "Yankees", "Yankees", "Yankees", "Yankees", "Yankees", "Yankees"],
        "Pos": ["Pitcher", "Pitcher", "Pitcher", "Not Pitcher", "Not Pitcher", "Not Pitcher", "Pitcher", "Pitcher", "Pitcher", "Not Pitcher", "Not Pitcher", "Not Pitcher"],
        "Age": [24, 28, 40, 22, 29, 33, 31, 26, 21, 36, 25, 31]}
df = pd.DataFrame(data)
print(df)

which looks like:

       Team          Pos  Age
0   Red Sox      Pitcher   24
1   Red Sox      Pitcher   28
2   Red Sox      Pitcher   40
3   Red Sox  Not Pitcher   22
4   Red Sox  Not Pitcher   29
5   Red Sox  Not Pitcher   33
6   Yankees      Pitcher   31
7   Yankees      Pitcher   26
8   Yankees      Pitcher   21
9   Yankees  Not Pitcher   36
10  Yankees  Not Pitcher   25
11  Yankees  Not Pitcher   31

What i'd like to do is to groupby Team and return the other columns as a concatenation the strings.

The outcome would look like

     Team          Pos  Age
0   Red Sox      Pitcher_24
1   Red Sox      Pitcher_28
2   Red Sox      Pitcher_40
3   Red Sox  Not Pitcher_22
4   Red Sox  Not Pitcher_29
5   Red Sox  Not Pitcher_33
6   Yankees      Pitcher_31
7   Yankees      Pitcher_26
8   Yankees      Pitcher_21
9   Yankees  Not Pitcher_36
10  Yankees  Not Pitcher_25
11  Yankees  Not Pitcher_31

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