This article suffers from the same thing that most Pandas articles or books suffer from. Showing operations in isolation. I rarely do one thing to a dataset. S

This article suffers from the same thing that most Pandas articles or books suffer from. Showing operations in isolation. I rarely do one thing to a dataset. Show me what real world code looks like. Pandas and Polars are both awesome. Pandas is more entrenched and is a solid choice these days (and getting better for big data). Polars is an awesome up and coming library. Competition is good for the Python Data ecosystem. (Disclaimer: I've authored multiple Pandas books and have taught courses on both Pandas and Polars.)