Nice to see, over the past months I've replaces pandas with ibis in all new projects and I am a huge fan! - Syntax in general feels more fluid than pandas - C

Nice to see, over the past months I've replaces pandas with ibis in all new projects and I am a huge fan! - Syntax in general feels more fluid than pandas - Chaining operations with deferred expressions makes code snippets very portable - Duckdb backend is super fast - Community is very active, friendly and responsive I'm trying to promote it to all my peers but it's not a very well known project in my circles. (Unlike Polars which seems to be the subject of 10% of the talks at all Python conferences)