This is a porting of my old AVO Explorer notebook.
It does not have all the features of the old version because I have used Streamlit to pack it as an app, and Streamlit kinda forces you to use Altair for visualization (and I don't know Altair so well as matplotlib).
However I managed to pack it all in a few hours; consider it as a work in progress.
To launch it as an app, click here: https://avo-explorer-v3.streamlit.app