As requested, providing some initial feedback on the domains notebook. In-line mark-up is a bit ungainly for the changes I'm requested, so I will just provide them here.

This is looking good! On a fresh pull and kernel, the auk-notebook-domains file worked well and executed nicely.

I basically think we need to customize the opening section of the notebooks so that they're all bit different.

• Let's make clear that this is a domain analysis notebook, maybe in the title or in the "Welcome" section;
• Can we shrink the very long User Configuration section to only things that are necessary for the domains notebook specifically? As it is, it's a bit ungainly to have this in every notebook:

Otherwise, I think the domains notebook is almost ready to go. Looking forward to reviewing the next ones (ping me in Slack or here when you want me to do a once over), although I think the feedback here is generalizable across the domains, text, and network ones.

Looks good - tested locally.

I might make the titles relate to the derivatives too, making what you put into the text after review even clearer. i.e. something like:

But otherwise, looks good, and I think the next commit should remove the "all-together" notebook.

Few minor stylistic changes and then its good to go on my end, thx @greebie