Code repo for this session bencharm can be found here

Previous Benchmark

• Official Polars Benchmark and Github Repository
• Pandas and Polars Benchmark
• Beyond Pandas
• Benchmarking High-Performance pandas Alternatives
• Dataframe Showdown – Polars vs Spark vs Pandas vs DataFusion. Guess who wins?

Polars in R

• Polars R Package
• tidypolars

Tutorials & Opinions

• Youtube - Python Polars Tutorial
• Polars - Cookbook insp. Pandas Cookbook
• Modern Polars
• Why is Polars all the rage?
• Polars for initial data analysis
• Why Polars uses less memory than Pandas