Meaningful Interaction for Analysis: Altair Express#
Altair express is a high-level data visualization library to make interactive data analysis easier. In Altair Express (referred to as alx) creating an interactive chart can be done in one function call; however, users can customize the interactive behavior via Interaction Techniques. To bridge the gap between the visualization and your analysis, we provide the ability to copy your interactions into pandas commands such as filter or group by.
This library is meant to serve as a prototype for further development and to better study how easy interaction specification affects analysis patterns.