In all honesty it's more a comfort thing: I'm so used to vanilla Python that the extra stuff in Pandas messes with my head. It's just easier for me to work in a completely different language.

Also J is more fun as a puzzle language, so I use it for personal projects. If I was writing stuff for production I'd probably (if begrudgingly) use Pandas instead.