Python Pandas仅合并某些列 [英] Python Pandas merge only certain columns
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问题描述
是否可以仅合并某些列?我有一个DataFrame df1,其中包含x,y,z和df2列,其中x,a,b,c,d,e,f等.
Is it possible to only merge some columns? I have a DataFrame df1 with columns x, y, z, and df2 with columns x, a ,b, c, d, e, f, etc.
我想合并x上的两个DataFrame,但是我只想合并df2.a,df2.b列-而不是整个DataFrame.
I want to merge the two DataFrames on x, but I only want to merge columns df2.a, df2.b - not the entire DataFrame.
结果将是具有x,y,z,a,b的DataFrame.
The result would be a DataFrame with x, y, z, a, b.
我可以合并然后删除不需要的列,但是似乎有更好的方法.
I could merge then delete the unwanted columns, but it seems like there is a better method.
推荐答案
您可以合并sub-DataFrame(仅包含这些列):
You could merge the sub-DataFrame (with just those columns):
df2[list('xab')] # df2 but only with columns x, a, and b
df1.merge(df2[list('xab')])
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