Series

Using Polars instead of Pandas with Big Data

In this series, I'll discuss the performance-focused Python library Polars, for big-data analytics as a replacement for Pandas. You'll learn when and how to leverage Polars to make your code faster.

Introducing Polars
Multi-threaded dataframe manipulation in columnar format with Rust
Mar 20, 20237 min read41
Performance Comparison of Polars vs Pandas
Is Polars really faster? How fast is it? How do the different syntaxes perform?
Mar 22, 20236 min read53

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