Rename dataframe columns using pandas python

Certainly! Renaming DataFrame columns is a common operation when working with data in pandas in Python. In this tutorial, I'll guide you through the process of renaming columns using the pandas library, providing you with code examples along the way.
Before you start working with pandas, make sure to import the library:
For demonstration purposes, let's create a simple DataFrame:
The rename method in pandas can be used to rename one or more columns. Here's how you can use it:
You can also directly assign new names to columns without using the rename method:
You can also use the columns attribute to modify specific columns by their index:
Remember to set inplace=True if you want to modify the DataFrame in place; otherwise, a new DataFrame with the changes will be returned.
Now you should be able to rename columns in a pandas DataFrame with confidence!
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