This paper written by Hadley is so well-written that I should save it here for the future reference.
dplyr and tidyr are absolutely useful and I can’t imagine how the other data scientists using python are working without them. (Probably this is due to my ignorance about python.)
https://www.jstatsoft.org/article/view/v059i10
