Data Science at the Command Line
While the efficiency of a command line is always sexy, but for data science <i>in particular</i>, where reproducibility is important and bugs are subtle and often don't cause a terminal error, it is worth it to sacrifice a little bit of code efficiency for code <i>clarity</i> in the long run by using an IDE/Notebook.