Pandas vs Polars vs Pandas 2.0 … ROUND 2

Luís Oliveira
Level Up Coding
Published in
7 min readApr 4, 2023

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An article developed after some ideas from the first article

Source Hans-Jurgen Mager

In my previous article, I analyzed the performance between three Python libraries - Pandas 1.5.3, Polars (blazingly fast dataFrames library implemented in Rust), and Pandas 2.0 (unstable version)— in an Extract, Transform, and Load (ETL) process. This analysis used the time each library would take in each part of the process.
If you…

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