2023-05-12

New Additions

Tutorials & workshops

• Rust Polars: Unlocking High-Performance Data Analysis — Part 1 - First part of an article that explores the world of Rust’s Polars and explain some basic concepts of Polars such as Series by @wiseaidev. Code used is available on Github here.

Blog posts

• Pandas vs Polars vs Pandas 2.0 …. FIGHT - A blog post that does an ETL process for checking big data speed processing between Pandas, Pandas 2.0 and Polars by @guoliveira.
• Pandas vs Polars vs Pandas 2.0 … ROUND 2) - A blog post that makes a new comparison between Pandas, Pandas 2.0 and Polars by @guoliveira.
• Polars VS PySpark: Lazy Evaluation and Big Data - A blog post that compares lazy evaluation between Polars and Spark by @guoliveira.

Talks and videos

• Polars vs Pandas | detailed test with explained results ⏳ 22 min - A video that presents 8 distinct tests which demonstrates differences between Pandas and Polars by @vb100. Associated github repo is here.

What's Changed

• Add comparison video Polars vs Pandas by Data Science Garage by @ddotta in #72
• Add first blog post by @guoliveira by @ddotta in #76
• Add second blog post by @guoliveira by @ddotta in #77
• Add third blog post by @guoliveira by @ddotta in #79
• Add first blog post by @wiseaidev by @ddotta in #81

Full Changelog: 2023-04-21...2023-05-12