Note that polars work with Altair #15
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Thanks for writing this great guide! It was really helpful to be able to compare polars directly with pandas for several common operations. I just wanted to give a heads up that we added support for polars in Altair recently, in case you want to mention it together with the other plotting packages (it will be in the 5.0 release, vega/altair#2888).