Removing Leading-Trailing Spaces From Pandas Dataframe

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Mandatory library needed for this operation:

  • pandas is a fast, powerful, flexible and easy to use open source data analysis and manipulation tool. Here it is used to create pandas dataframe.
  • re or regular expression module let you check if a particular string matches a given regular expression.

Code

import pandas as pd
import re

Create dataframe with data having training/leading spaces:

  • The dataframe consists of a column, ‘Data’, in which there are string value in rows, with training and leading spaces.

Code :

data = {'Data': ['a ', 'A A','a d','A C a ','A 1',' a1']}
InitialDataframe= pd.DataFrame(data=data)

InitialDataframe

Output :

Output1

 

Removing multiple trailing or leading spaces from data using re :

Code :

for data in InitialDataframe:
    re.sub(' +', ' ', 'data')

InitialDataframe

Output :

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