Jupyter notebooks are for running ad hoc blocks of code. The biggest advantage of doing so is being able to check the output of each block to make sure the output is expected. This feature in particular makes for a great tool for tutorials. (Example of mine: https://github.com/minimaxir/facebook-page-post-scraper/blob...)

It is definitely not a tool to replace a typical Python workflow.