Jupyter Notebooks and Python API provide a whole new way to query, draw and explore spatial data. In this talk we first demonstrate the various capabilities of the 'map widget’ and new features. In the second part of this talk, we demonstrate the different ways to symbolize and render spatial data. We conclude with best practices.