The main advantage of the dashboard presented in this recipe is that it is embedded within Jupyter Notebook. However, we might want to move it outside of the local notebook and make it available for everyone as a web application. To do so, we could use Dash, which is Python's equivalent of R's vastly popular Shiny framework.