Replace Last N characters in Pandas column

In This Section we will be focusing on how to replace the Last N character of the column in pandas,  we have also explored two ways to replace the Last N Characters of the column in pandas with an example for each.

  • Replace Last n characters from right of the column in pandas python can be replaced in a roundabout way.
  • Replace Last n characters of the column in pandas python using slice() function with stop parameters

 

Let’s Look at these cases with Example,

 

Create Dataframe:

## create dataframe 
import pandas as pd 
d = {'Day' : ['day1','day2','day3','day4'], 'Description' : ['First day of the year', 'Second day of the year', 'Third day of the year', 'FOURTH day of the YEAR']}
df=pd.DataFrame(d) 
df

Result dataframe is

Replace First N charaters and Last N characters in Pandas column 1

 

Replace Last N Character of the column in pandas:

Method 1:

Replace last n character of the column in pandas can be done in by removing the last N character and appending the required string as shown in the example below. We have replaced last 4 characters with the string “Quarter”

#### Replace last n character of the column in pandas
df['Description'] = df['Description'].str[:-4] + "Quarter"
df

Result:

Replace First N charaters and Last N characters in Pandas column 2

 

 

Method 2:

Slice() function with stop parameters value -4 will remove the last 4 characters and it is replaced with ‘Quarter’ string.

### Replace last n character of the column in pandas
##Method 2
df['Description'] = df['Description'].str.slice(stop=-4) + "Quarter"
df

Result:
Replace First N charaters and Last N characters in Pandas column 2

 

 

                                                                                                         

 

Author

  • Sridhar Venkatachalam

    With close to 10 years on Experience in data science and machine learning Have extensively worked on programming languages like R, Python (Pandas), SAS, Pyspark.

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