Python Pandas to Polars: Data Filtering

You may need to make the transition soon

Photo by Daphné Be Frenchie on Unsplash

I admire Pandas. I have been using it since the first day I started learning data science. Pandas has been more than enough for most of my tasks in data cleaning, preprocessing, and analysis.

The only issue I have with pandas is when working with large datasets. Pandas does in-memory analytics so its…