Plotly.py is an open source Python library for creating rich web-based visualizations. Version 3 brings a wide range of exciting new features, especially for Jupyter Notebook and JupyterLab users. We’ll provide an overview of these new features and demonstrate some of the powerful interactive data visualization workflows that are now possible.