A use case that is related to to (data) science work is scraping data from Web sites, which can of course be useful in other cases too. I got used to start and

A use case that is related to to (data) science work is scraping data from Web sites, which can of course be useful in other cases too. I got used to start and test those kind of scripts in IPython Notebook and once they work save them as a standalone script.