😀 vs 😀 - comparison of Pandas and Polars

Comparison of two giants in the world of Python analytics. I'm not sure, though, whether this comparison is fair or biased by one of the vendors, which looks much better than its opponent in this material.

😀Polars is much cooler in performance - it reads a CSV with 1 million rows 8 times faster
😀Memory usage of Polars is also significantly lower - 97% savings
😀Also Polars has lazy evaluation, which greatly optimizes
😀Polars wins in syntax convenience (which I completely disagree with!)

Attached is a video with a detailed analysis of these two tools

#polars #pandas #tools

😀 Read article
📱 Watch video