2023-05-30

New Additions

Python

• Python package seaborn_polars - Python package to plot Polars DataFrames and LazyFrames with seaborn by @pavelcherepan

Ruby

• polars for Ruby - Ruby polars-df gems to use Polars with Ruby.

Tutorials & workshops

• Fast String Processing with Polars — Scam Emails Dataset - A tutorial using Polars to implement a text processing pipeline process by @AntonsRuberts. Code used is available on Github here.

Blog posts

• Polars in the aRtic! - An another blog post that compares the performance between Pandas and Polars across a range of common data manipulation tasks by @MCodrescu. Code used is available on Github.
• A Polars exploration into Kedro - A blog post that explains how Polars can be used instead of pandas in Kedro for your data catalog and data manipulation by @astrojuanlu.
• High Performance Data Manipulation in Python: pandas 2.0 vs. polars - A blog post that compares differences between Python pandas 2.0 and Polars libraries by @jcanalesluna.
• Lightning-fast queries with Polars - Another blog post that is a good introduction to Polars by @astrojuanlu.
• Polars – Laziness and SQL Context. - A blog post that presents two good reasons to adopt Polars : Lazy and SQL Context by @danielbeach.
• Exploring Polars - The Lightning-Fast DataFrame Library in Python - A blog post on the basics of Polars by @mddas.

What's Changed

• Add seaborn_polars package by @ddotta in #83
• Add blog post by MCodrescu by @ddotta in #85
• Add kedro blog post by @ddotta in #88
• Add blog post by Datacamp by @ddotta in #89
• Add Polars-ruby by @ddotta in #91
• Add blog post by astrojuanlu by @ddotta in #96
• Add new blog post by @danielbeach by @ddotta in #97
• Add blog post by @mddas by @ddotta in #98
• Add tutorial by @AntonsRuberts by @ddotta in #99

Full Changelog: 2023-05-12...2023-05-30