There are many visualisation libraries in python out there and altair offers some original features. It offers a wide variety of charts, a grammar-like API, loads of interactivity features and the option of exporting directly to the browser. → Calmcode & Docu

Dataframe

How to make a scatter chart with Altair?

Create a basic scatter chart in Altair in Python.

Adding color to a scatter chart Altair.

How to Create Line Charts with Color in Altair.

Assign type information in Altair Python.

Create facet grids of charts in Altair Python with operators.

Generate Altair Charts as Json or HTML in Python.

Minor downsides to be aware of in Altair.