How To Drop Columns In Python Pandas Dataframe

In this tutorial, we'll learn how to drop/delete columns from a pandas dataframe. We are going to walk through three methods to achieve this.

👉 Code for constructing the dataframe:
import pandas as pd
df = pd.DataFrame({'User Name':['Forrest Gump','Mary Jane','Harry Porter','Jean Grey', 'Jean Grey','Mary Jane'],
'Country':['USA','CANDA','UK','CHINA','CANDA','CANDA'],
'City': ['New York','Toronto','London','Shanghai','Montreal','Toronto'],
'Gender':['M','F','M','F','F','F'],
'Age':[50,30,10,30,30,30] })

👉 Text version tutorial:

[pythoninoffice]

👉 Code for constructing the dataframe:
import pandas as pd
df = pd.DataFrame({'User Name':['Forrest Gump', 'Mary Jane', 'Harry Porter', 'Jean Grey', 'Jean Grey', 'Mary Jane'],
'Country':['USA', 'CANDA', 'UK', 'CHINA', 'CANDA', 'CANDA'],
'City': ['New York', 'Toronto', 'London', 'Shanghai', 'Montreal', 'Toronto'],
'Gender':['M', 'F', 'M', 'F', 'F, ', 'F'],
'Age':[50, 30, 10, 30, 30, 30] })