I've used R before, exactly for graphing some data for this app, so I can say - no, it's not like Python or any other general use language. You can't really do a scatter plot from a csv file in Python in one line.

For example, have a look here: http://www.statmethods.net/graphs/scatterplot.html and observe how little code you must write to get those graphs.