[英]Remove white space from pandas data frame
I have following dataframe 我有以下数据框
' A ' 'B ' ' C'
0 ' 1 ' ' 2' '3'
1 '4' '5 6' '7'
2 '8' ' 9 ' '1 0'
I want to remove all spaces ( rstrip
, lstrip
) data frame so that output should be as follows: 我想删除所有空格(
rstrip
, lstrip
)数据框,以便输出应如下所示:
'A' 'B' 'C'
0 '1' '2' '3'
1 '4' '5 6' '7'
2 '8' '9' '1 0'
I have tried using following things: 我尝试过使用以下内容:
for col in data.columns:
print (data[col].str.strip(to_strip=None))
for col in data.columns:
print (data[col].str.ltrip(to_strip=None))
data.columns = data.columns.str.replace(' ', '')
But no success. 但没有成功。
Use pd.DataFrame.applymap
to take care of data. 使用
pd.DataFrame.applymap
来处理数据。 Use pd.DataFrame.rename
to take care of column names. 使用
pd.DataFrame.rename
来处理列名。
df.applymap(str.strip).rename(columns=str.strip)
A B C
0 1 2 3
1 4 5 6 7
2 8 9 1 0
To account for that little quote guy 为了那个小小的报价家伙
f = lambda x: "'" + x.strip("'").strip() + "'"
df.applymap(f).rename(columns=f)
'A' 'B' 'C'
0 '1' '2' '3'
1 '4' '5 6' '7'
2 '8' '9' '1 0'
An alternative to strip for removing spaces at the beginning and end.. 用于在开始和结束时移除空间的条带的替代方案..
import re
sentence = re.sub("^\s+|\s+$", "", sentence, flags=re.UNICODE)
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