@DeejL thank you so much for your response! I’m pretty new to all this, and trying to focus on the plotly/ipywidgets side of things for my Jupyter Notebooks. I’ll work on building the map between your dash-based example and my Notebook-based world. If there’s a straightforward translation between @app.callback and observe for widgets, please let me know. Thanks!