What’s a good visualization library with Jupiter notebooks

I was going through a walk through on polars datasets and using plotly express which I used for a previous walk through, but was wondering what other visualization libraries I could try that are fun and beautiful. Was also wondering how to turn the queries/charts into dashboards also, or exposing some of the tailored ones through a web server of sorts