Shiny is written in the Python programming language. It uses decorators to let you annotate code with an indicator of your intent. In Shiny, for a plot output, you would say death plot one or whatever you named that plot,. You would have your matplotlib code inside. And then as a decorator to that function,you would say, this is an output. And the type of the output is a plot.