If you want to only rename specific column names in a Python pandas DataFrame, you can make use of the DataFrame.rename() function as follows.
Code Example:import pandas as pd
df = pd.DataFrame({'Open Price': [14, 22, 45],
'High': [16, 22, 46],
'Low': [12, 20, 41],
'Close': [15, 21, 42]})
df = df.rename(columns={'High': 'Highest Price',
'Low': 'Lowest Price',
'Close': 'Closing Price'})
print(df)
As you may see I have renamed only 3 columns specifically by providing a dictionary where the keys are the current column names and the values are the desired new column names, I have not changed the "Open Price" column as it looks good already!
Documentation: https://pandas.pydata.org/docs/reference/api/pandas.DataFrame.rename.html
Facing issues? Have Questions? Post them here! I am happy to answer!
Rakesh (He/Him) has over 14+ years of experience in Web and Application development. He is the author of insightful How-To articles for Code2care.
Follow him on: X
You can also reach out to him via e-mail: rakesh@code2care.org
- How to convert int to ASCII in Python
- How to make use of SQLite Module in Python?
- Split a String into Sub-string and Parse in Python
- Python: Pandas Rename Columns with List Example
- How to run Python file from Mac Terminal
- How to Exit a Loop in Python Code
- Python: How to Plot a Histogram using Matplotlib and data as list
- MD5 Hashing in Python
- Jupyter: Safari Cant Connect to the Server localhost:8888/tree
- Fix: AttributeError: str object has no attribute decode. Did you mean: encode?[Python]
- How to Read a binary File with Python
- How to add two float numbers in Python
- Python: How to install YAML Package
- Python: How to Save Image from URL
- What is Markdown in Jupyter Notebook with Examples
- How to change the Python Default version
- 33: Python Program to send an email vid GMail
- How to comment code in Python
- How to Fix AttributeError in Python
- Fix: error: Jupyter command `jupyter-nbconvert` not found [VSCode]
- How to comment out a block of code in Python
- List of All 35 Reserved Keywords in Python Programming Language 3.11
- Import Other Python Files Examples
- Python: How to add Progress Bar in Console with Examples
- 3 Ways to convert bytes to String in Python
- How to Display Analog Clock on Mac Menu Bar - MacOS
- [fix] JSON Expected BEGIN_OBJECT but was STRING at line 1 column 1 - Java
- Use 5G Network on Android Emulator - Android
- Steps To Edit A File In Vim Editor on Mac - MacOS
- Setting up RSS feeds notifications within Outlook - HowTos
- Microsoft Teams adds New Conversation Button - Teams
- CSS: Apply opacity only for div background and not text - CSS
- PowerShell: If Else ElseIf Statements Examples - Powershell