Welcome to OGeek Q&A Community for programmer and developer-Open, Learning and Share
Welcome To Ask or Share your Answers For Others

Categories

0 votes
492 views
in Technique[技术] by (71.8m points)

python - Select row from a DataFrame based on the type of the object(i.e. str)

So there's a DataFrame say:

>>> df = pd.DataFrame({
...                 'A':[1,2,'Three',4],
...                 'B':[1,'Two',3,4]})
>>> df
       A    B
0      1    1
1      2  Two
2  Three    3
3      4    4

I want to select the rows whose datatype of particular row of a particular column is of type str.

For example I want to select the row where type of data in the column A is a str. so it should print something like:

   A      B
2  Three  3

Whose intuitive code would be like:

df[type(df.A) == str]

Which obviously doesn't works!

Thanks please help!

See Question&Answers more detail:os

与恶龙缠斗过久,自身亦成为恶龙;凝视深渊过久,深渊将回以凝视…
Welcome To Ask or Share your Answers For Others

1 Reply

0 votes
by (71.8m points)

This works:

df[df['A'].apply(lambda x: isinstance(x, str))]

与恶龙缠斗过久,自身亦成为恶龙;凝视深渊过久,深渊将回以凝视…
OGeek|极客中国-欢迎来到极客的世界,一个免费开放的程序员编程交流平台!开放,进步,分享!让技术改变生活,让极客改变未来! Welcome to OGeek Q&A Community for programmer and developer-Open, Learning and Share
Click Here to Ask a Question

...