Real Python Tutorials

Pandas GroupBy: Your Guide to Grouping Data in Python
NEW

pandas GroupBy: Grouping Real World Data in Python

In this course, you'll learn how to work adeptly with the pandas GroupBy while mastering ways to manipulate, transform, and summarize data. You'll work with real-world datasets and chain GroupBy methods together to get data into an output that suits your needs.

Jul 23, 2024 intermediate data-science

— FREE Email Series —

🐍 Python Tricks 💌

Python Tricks Dictionary Merge

🔒 No spam. Unsubscribe any time.

Browse Topics Guided Learning Paths
Basics Intermediate Advanced
api best-practices career community databases data-science data-structures data-viz devops django docker editors flask front-end gamedev gui machine-learning numpy projects python testing tools web-dev web-scraping

Explore Real Python

Learning Paths
Guided study plans for accelerated learning
Python Tutorials
In-depth articles and step-by-step video courses
Quizzes
Evaluate your Python knowledge with quick tests
Browse Topics
Focus on a specific area or skill level
Community Chat
Learn with other Pythonistas
Office Hours
Live Q&A; calls with experts from Real Python
Podcast
Hear what’s new in the world of Python
Books
Round out your knowledge and learn offline

New Releases

View All »
Logging in Python

Logging in Python

Jul 22, 2024 intermediate best-practices tools

Python Protocols: Leveraging Structural Subtyping

Python Protocols: Leveraging Structural Subtyping

Jul 17, 2024 intermediate python

Web Scraping in Python

Exercises Course: Introduction to Web Scraping With Python

Jul 16, 2024 intermediate data-science tools web-scraping

Split Your Dataset With scikit-learn's train_test_split()

Split Your Dataset With scikit-learn's train_test_split()

Jul 15, 2024 intermediate data-science machine-learning numpy

How Do You Choose Python Function Names?

How Do You Choose Python Function Names?

Jul 10, 2024 basics python

Customize VS Code Settings

Customize VS Code Settings

Jul 09, 2024 basics python

Remove ads
Python Monthly News

Python News Roundup: July 2024

Jul 08, 2024 community

Working With JSON Data in Python

Working With JSON Data in Python

Jul 03, 2024 intermediate python

Python Constants: Improve Your Code's Maintainability

Defining Python Constants for Code Maintainability

Jul 02, 2024 intermediate python

Python's Built-in Functions: A Complete Exploration

Python's Built-in Functions: A Complete Exploration

Jul 01, 2024 basics python

Understanding the Python Mock Object Library

Understanding the Python Mock Object Library

Jun 26, 2024 intermediate testing

Python and PyQt: Building a GUI Desktop Calculator

Build a GUI Calculator With PyQt and Python

Jun 25, 2024 intermediate gui projects

Creating Great README Files for Your Python Projects

Creating Great README Files for Your Python Projects

Jun 24, 2024 basics best-practices projects

Build a Guitar Synthesizer: Play Musical Tablature in Python

Build a Guitar Synthesizer: Play Musical Tablature in Python

Jun 19, 2024 intermediate projects

How to Round Numbers in Python

Rounding Numbers in Python

Jun 18, 2024 intermediate best-practices python

Ruff: A Modern Linter for Error-Free and Maintainable Code

Ruff: A Modern Python Linter for Error-Free and Maintainable Code

Jun 17, 2024 intermediate devops tools

Python Mappings: A Comprehensive Guide

Python Mappings: A Comprehensive Guide

Jun 12, 2024 intermediate python

How to Get a List of All Files in a Directory With Python

Listing All Files in a Directory With Python

Jun 11, 2024 intermediate