I am curious about Jupyter support. It seems like it can run as a plugin to Jupyter, which would be ideal. I had a quick go at installing the jupyter plugin, documentation is a bit lacking once you've installed it.
1. Download and install as explained in "Enabling Usage in Jupyter Notebooks" at https://github.com/pair-code/facets
2. Open a new notebook and copy&paste code from here: https://github.com/PAIR-code/facets/blob/master/facets_dive/...