With my team at @Deepnote we're *big* ClickHouse fans, so we’ve built a ClickHouse integration into our notebooks. This lets you run SQL queries against your CH instance in a notebook environment and 100x your performance against traditional databases. The one thing that has been most helpful to me is the interoperability of SQL with Python, which means I get to save the results of my CH queries as Python variables and switch back and forth in one space + do bunch of other things like create quick visualizations and build out dashboards on the top of my notebooks for ad hoc reporting. If you’re a ClickHouse and/or a notebooks user, I’d love to hear from you and see how we can make this even more useful: https://deepnote.com/blog/clickhouse-cl4zs29ikocet0blrv08ishlj