See tools like pandas and Polars. These database libraries are abstractions that give you a spray of SQL functionality. I prefer using these libraries because i

See tools like pandas and Polars. These database libraries are abstractions that give you a spray of SQL functionality. I prefer using these libraries because it feels much more intuitive (and works with the Python/arrow ecosystem). (I'm also biased since I make a portion of my living off of pandas training material.)