Overview
Unlock the power of Polars, a Python package for transforming, analyzing, and visualizing data. In this hands-on guide, Jeroen Janssens and Thijs Nieuwdorp walk you through every feature of Polars, showing you how to use it for real-world tasks like data wrangling, exploratory data analysis, building pipelines, and more.
Whether you're a seasoned data professional or new to data science, you'll quickly master Polars' expressive API and its underlying concepts. You don't need to have experience with pandas, but if you do, this book will help you make a seamless transition. The many practical examples and real-world datasets are available on GitHub, so you can easily follow along.
- Process data from CSV, Parquet, spreadsheets, databases, and the cloud
- Get a solid understanding of Expressions, the building blocks of every query
- Handle complex data types, including text, time, and nested structures
- Use both eager and lazy APIs, and know when to use each
- Visualize your data with Altair, hvPlot, plotnine, and Great Tables
- Extend Polars with your own Python functions and Rust plugins
- Leverage GPU acceleration to boost performance even further
This book title, Python Polars: The Definitive Guide (Transforming, Analyzing, and Visualizing Data with a Fast and Expressive DataFrame API), ISBN: 9781098156084, by Jeroen Janssens, Thijs Nieuwdorp, published by O'Reilly Media (April 1, 2025) is available in paperback. Our minimum order quantity is 25 copies. All standard bulk book orders ship FREE in the continental USA and delivered in 4-10 business days.
Unlike Amazon and other retailers who may also offer Python Polars: The Definitive Guide (Transforming, Analyzing, and Visualizing Data with a Fast and Expressive DataFrame API) books on their website, we specialize in large quantities and provide personal service, from trusted, experienced, friendly people in Portland, Oregon. We offer a Price Match Guarantee, and QuickQuote form, to make purchasing quick and easy.
Prefer to work with a human being when you order Python Polars: The Definitive Guide (Transforming, Analyzing, and Visualizing Data with a Fast and Expressive DataFrame API) books in bulk? Our Book Specialists are standing by Monday-Friday 8-5 PST, ready to help!