That's definitely a problem for science in general (not necessarily "data science" although all science uses data). There are people who analyze biomedical science with R and those who use GUI tools like Prism and Partek. Not only are the GUI tools limited, but the results are basically unreproducible -- if somebody clicked on a button incorrectly or set some setting in a different way, it would be impossible to tell.