lux

Lux generates visualization recommendations automatically when a pandas dataframe is printed, highlighting key trends without manual coding, as demonstrated in the basic demo GIF.

Based on user-specified attributes, Lux provides next-step visualizations through Enhance, Filter, and Generalize tabs, guiding data analysis interactively, as shown in the context recommendation examples.

Visualizations can be saved as static HTML or exported to Altair, Matplotlib, or Vega-Lite for further editing, enabling seamless integration into existing workflows, detailed in the export section.

Users can create custom visualizations with automatic encoding based on best practices, simplifying chart generation without design decisions, as illustrated with the Vis class example.