This is the second alpha release for seaborn v0.12, a major release introducing an entirely new interface along with numerous enhancements and fixes to existing functionality.

To install for testing, run

pip install https://github.com/mwaskom/seaborn/archive/refs/tags/v0.12.0a1.tar.gz

Changes from the first alpha release:

Objects interface

• Add Norm move, for divisive scaling after stat computation (#2827)
• Complete Line mark and add corresponding Path, Lines, and Paths marks (#2822)
• Fix inferred y orientation with computed x variable (#2818)
• Fix multiple moves while pairing (#2817)
• Improve missing data handling (#2816)

Categorical plots

• Revert change to 1D "wide" data handling introduced in v0.12.0a0 (#2829)
• Improve legend fore new features in categorical scatterplots (#2828)
• Fix inner boxes with unpaired split violins (#2814)

Distribution plots

• Fix some edgecases in histplotwhen specifying binwidth (#2813)
• Fix histplot/kdeplot normalization when using hue and weights (#2812)