Skip to content
Related Articles

Related Articles

Improve Article
Check if a column starts with given string in Pandas DataFrame?
  • Last Updated : 01 Aug, 2020

In this program, we are trying to check whether the specified column in the given data frame starts with specified string or not. Let us try to understand this using an example suppose we have a dataset named student_id, date_of_joining, branch. 
Example:

Python3




#importing library pandas as pd
import pandas as pd
  
  
#creating data frame for student
df = pd.DataFrame({
    'Student_id': ['TCS101','TCS103', 'PCS671'
                   'ECS881', 'MCS961'],
      
    'date_of_joining': ['12/12/2016','07/12/2015',
                        '11/11/2011','09/12/2014',
                        '01/01/2017'],
      
    'Branch': ['Computer Science','Computer Science',
               'Petroleum','Electrical','Mechanical']
})
  
# printing the given data frame
df

Output:

Now we want to know whether student_id starts with  TCS or not. Now let us try to implement this using Python



Python3




#importing library pandas as pd
import pandas as pd
  
  
#creating data frame for student
df = pd.DataFrame({
    'Student_id': ['TCS101','TCS103', 'PCS671'
                   'ECS881', 'MCS961'],
      
    'date_of_joining': ['12/12/2016','07/12/2015',
                        '11/11/2011','09/12/2014',
                        '01/01/2017'],
      
    'Branch': ['Computer Science','Computer Science',
               'Petroleum','Electrical','Mechanical']
})
  
# joining new column in dataframe 
# .startswith function used to check
df['student_id_starts_with_TCS'] = list(
    map(lambda x: x.startswith('TCS'), df['Student_id'])) 
  
# printing new data frame
df

Output:

In the above code, we used .startswith() function to check whether the values in the column starts with the given string. The .startswith() method in Python returns True if the string starts with the specified value, if not it returns False.

 Attention geek! Strengthen your foundations with the Python Programming Foundation Course and learn the basics.  

To begin with, your interview preparations Enhance your Data Structures concepts with the Python DS Course. And to begin with your Machine Learning Journey, join the Machine Learning – Basic Level Course




My Personal Notes arrow_drop_up
Recommended Articles
Page :